{"as_of":"2026-08-13T04:09:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f5bb4e7ffdd254d0c712ee816d806b51522b4545197e853d776a8c3a43482ac4","coverage":[{"denominator":242,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T12:32:34.588947Z","state":"measured"},{"denominator":101,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":101,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-27T05:24:27.421521Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-06-27T05:30:36.023944Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"cited_work":{"arxiv_id":"2412.07788","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.07788","snapshot_observed_at":"2026-06-27T05:30:36.023944Z","title":null,"venue":null,"work_id":"7bfc194e-7786-4d63-b78a-b3c33546ddc2","year":2024},"citing_paper":{"arxiv_id":"2606.13140","last_updated":"2026-06-11T10:05:11Z","snapshot_observed_at":"2026-08-09T07:58:48.937738Z","submitted_at":"2026-06-11T10:05:11Z","title":"MIDSim: Simulating Multi-Channel Information Diffusion in Social Media with LLM-Powered Multi-Agent System","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-06-27T05:24:27.421521Z"},"links":{"cited_paper":"/paper/2412.07788","citing_paper":"/paper/2606.13140"},"observation_digest":"sha256:441d9bf0370f3fb654554f3badc418a5b8ca8224e7f45c334d2c89c247236ed1","observation_id":"90d8bf44-bb4e-415e-b443-12964a2b0db1","resolution":{"observed_at":"2026-06-27T05:30:36.025378Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.07788/citation-record","integrity":"/paper/2412.07788/integrity","json":"/paper/2412.07788/citation-record.json","paper":"/paper/2412.07788"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.191661Z","title":"Introduction to simulation","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.191661Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:78b44d2a278624b45ed3ccc446fe03b2f86e8b7bf52f9de36db2120940fcaf95","observation_id":"8949c2d1-e5fb-4ff1-b4b3-c7c8887d7122","resolution":{"observed_at":"2026-08-12T12:32:34.191661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.197472Z","title":"A guide to simulation","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.197472Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b148f54c3f51d35ad9e9528151f9c4bf6976844b14cba55de8366da3c09609ee","observation_id":"6ee10ba0-bd91-4c60-a1a2-b34789d335e8","resolution":{"observed_at":"2026-08-12T12:32:34.197472Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.201551Z","title":"Molecular dynamics simulation for all","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.201551Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:9577b95799486a9350cf7282a48a65fcbc0686fef6a9e0fbe1045cbde3c4f076","observation_id":"4d763c30-ca03-4f3e-a9a2-0a1b7b1ed836","resolution":{"observed_at":"2026-08-12T12:32:34.201551Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.205419Z","title":"Verification and validation in computational fluid dynamics","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.205419Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d9a72ffdd9439e763c6fb6e6f2cc0a3ebc56ec836f4c1305ba00678a9c429cff","observation_id":"2636266f-a491-4eff-b563-8998857b6e0c","resolution":{"observed_at":"2026-08-12T12:32:34.205419Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.209477Z","title":"Multi-scale modelling and simulation in systems biology","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.209477Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:64520e94e50befa4890d136d6885273cded19b445b048965711b07ac738313bc","observation_id":"08ccdf65-5eda-4e8d-b0f9-760ee3fdbbde","resolution":{"observed_at":"2026-08-12T12:32:34.209477Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.213328Z","title":"Biomolecular simulation: a computational microscope for molecular biology","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.213328Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d0b694bb56f150dc07afd98abf9d72fbb86132a028147221ec14675c76aaf2b0","observation_id":"54867418-4d1b-4159-8084-50d2078d21b3","resolution":{"observed_at":"2026-08-12T12:32:34.213328Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.217661Z","title":"A review of physics simulators for robotic applications","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.217661Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:440159bc95ab215280f057abfae8a63064261da4b834dd6217e877ef1c3975b0","observation_id":"e9c3d8bb-8e28-4eee-ab58-dff5cb22a506","resolution":{"observed_at":"2026-08-12T12:32:34.217661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.221501Z","title":"The benefits of global high resolution for climate simulation: process understanding and the enabling of stakeholder decisions at the regional scale","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.221501Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b38165c78060727b43b1a3cf8604d4511afc9678ee87864456fb996b148009bc","observation_id":"d9dc49fb-e885-4696-beb2-b0b8ea985083","resolution":{"observed_at":"2026-08-12T12:32:34.221501Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.226017Z","title":"Skilful precipitation nowcasting using deep generative models of radar","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.226017Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:018fe4707a7cc392bd7f4752ecdb663c210b74ac7e03ad62761ae2986eb554aa","observation_id":"a2a98449-d32f-44b0-8a78-2c1c0989c93a","resolution":{"observed_at":"2026-08-12T12:32:34.226017Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.230030Z","title":"High-order computational fluid dynamics tools for aircraft design","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.230030Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:9b6879c36477a0bcf2e73290778c20b29d896aa64af5045c58a3fbf17dca18e7","observation_id":"794e40fa-74b0-4251-bc19-c5c91504bf60","resolution":{"observed_at":"2026-08-12T12:32:34.230030Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.233800Z","title":"Molecular dynamics simulations and drug discovery","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.233800Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:302d89fb3355a4af8eede69f88735dfd0e0715257a856a4d1e6df9a057909e57","observation_id":"614e2c9a-787a-418a-8482-faa79fc6c471","resolution":{"observed_at":"2026-08-12T12:32:34.233800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.237382Z","title":"Simulation-based decision support tool for early stages of zero-energy building design","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.237382Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:7a7cadc0653d390499a6df0dbe171940d71811f91cb683178b0b114437e8948e","observation_id":"1e62d904-d1d2-4a5a-b626-1ec5462ab8ba","resolution":{"observed_at":"2026-08-12T12:32:34.237382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.241241Z","title":"The community earth system model: a framework for collaborative research","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.241241Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:db5a10aec612c91f7c610c65660e4d27aa1b0b5fdb290e01ddd9dd9bde8e1379","observation_id":"f4aca5f9-0de6-4e98-aee5-cff141709a4f","resolution":{"observed_at":"2026-08-12T12:32:34.241241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.245572Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.245572Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:36f56181459141955f0cff226d3037c79b9e7a08b06b49cffffd180878907196","observation_id":"49ea8a2a-b5a4-4a29-bf33-b7877ce7841b","resolution":{"observed_at":"2026-08-12T12:32:34.245572Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.249172Z","title":"Mastering the game of go without human knowledge","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.249172Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d705528855a740cc873847bec1e2b7e0ecd8daea063628db437f6f81f227b179","observation_id":"7ed1452d-7c8f-4d25-9d06-7de058ba23cf","resolution":{"observed_at":"2026-08-12T12:32:34.249172Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.253071Z","title":"A review on crowd simulation and modeling","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.253071Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:733bf74d40710732206ddae39e14a7a37a6e7e4739bfbb457ab15819caa7916e","observation_id":"bfdeada5-88dc-4272-9d89-cf1b7a0ce339","resolution":{"observed_at":"2026-08-12T12:32:34.253071Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.256799Z","title":"Computational social science: Obstacles and opportunities","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.256799Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:991c6d40deb8912da884fb35ba40680eaf5ce23edeaca40c8385b4da1f4f6860","observation_id":"c68af66b-382f-487b-a728-d1150d9a8356","resolution":{"observed_at":"2026-08-12T12:32:34.256799Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.260780Z","title":"Ai for social good: unlocking the opportunity for positive impact","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.260780Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b4c1a816e14d52cea4ea040e8a250278672af47392873ff5cc8ccc21b8a9572a","observation_id":"83e97437-cfa0-4e5b-b81a-82f5d1998757","resolution":{"observed_at":"2026-08-12T12:32:34.260780Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.03235","last_updated":"2022-11-27T07:20:27Z","snapshot_observed_at":"2026-08-12T13:34:36.086561Z","submitted_at":"2021-12-06T18:45:31Z","title":"Simulation Intelligence: Towards a New Generation of Scientific Methods","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.03235","snapshot_observed_at":"2026-08-12T12:32:34.264426Z","title":"Simulation intelligence: Towards a new generation of scientific methods","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.264426Z"},"links":{"cited_paper":"/paper/2112.03235","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:86579d715e1dad43693f40a95ddaf10b69d624d586f46df64a21700567a4c726","observation_id":"0a2bca70-173e-480e-81f4-23d07db860da","resolution":{"observed_at":"2026-08-12T12:32:34.264426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.11970","last_updated":"2023-12-19T09:06:45Z","snapshot_observed_at":"2026-07-06T17:05:10.877197Z","submitted_at":"2023-12-19T09:06:45Z","title":"Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.11970","snapshot_observed_at":"2026-08-12T12:32:34.268514Z","title":"Large language models empowered agent-based modeling and simulation: A survey and perspectives","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.268514Z"},"links":{"cited_paper":"/paper/2312.11970","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:9a915f6c20af1abeec0b35fe8708ad93c01606dbef01e2b10a8c09e0d6322169","observation_id":"eb76ee59-4407-45bd-82d6-c7ccf5bd952e","resolution":{"observed_at":"2026-08-12T12:32:34.268514Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.14984","last_updated":"2025-06-03T23:11:27Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-27T16:24:56Z","title":"S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.14984","snapshot_observed_at":"2026-08-12T12:32:34.273360Z","title":"s3: Social-network simulation system with large language model-empowered agents","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.273360Z"},"links":{"cited_paper":"/paper/2307.14984","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:00a999d450aa47be8c7bb9e10c43d21f064278ed8781b05173309c7adf6dca90","observation_id":"0e2dcf72-ff93-4b76-822c-bebee9c72618","resolution":{"observed_at":"2026-08-12T12:32:34.273360Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.05300","last_updated":"2024-03-26T14:32:33Z","snapshot_observed_at":"2026-08-10T22:16:46.244065Z","submitted_at":"2023-07-11T14:45:19Z","title":"Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.05300","snapshot_observed_at":"2026-08-12T12:32:34.277663Z","title":"Unleashing cognitive synergy in large language models: A task-solving agent through multi-persona selfcollaboration","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.277663Z"},"links":{"cited_paper":"/paper/2307.05300","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b0a3649d06f67f0a80cb234347fd8bd736a264a309d0f991490865f35062d8ab","observation_id":"f98e66a4-6f3d-4366-8386-c244885664ef","resolution":{"observed_at":"2026-08-12T12:32:34.277663Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.281785Z","title":"Generative agents: Interactive simulacra of human behavior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.281785Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5482daa16ae853251ec937f061d5342ae8d64acc0e1f904bc079ac92ff8a420b","observation_id":"45cddc86-d9eb-4b47-85aa-576b62c01278","resolution":{"observed_at":"2026-08-12T12:32:34.281785Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.285689Z","title":"Robotic navigation with large pre-trained models of language","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.285689Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:979f93c2807dda91219c0b8bc658317e5199ccd86cec39cdd2e195903c5d78c2","observation_id":"52742e75-9406-420b-83fe-2bc1c069c67f","resolution":{"observed_at":"2026-08-12T12:32:34.285689Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.289516Z","title":"Gnm: A general navigation model to drive any robot","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.289516Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:be00e5b1f57333064ebe5295ae4ba0c694473911d346c51eafb5ab98a0d042dd","observation_id":"d57f4cc3-1c7c-4201-a107-663dd953350e","resolution":{"observed_at":"2026-08-12T12:32:34.289516Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.17144","last_updated":"2023-06-01T09:18:01Z","snapshot_observed_at":"2026-07-06T15:34:05.442952Z","submitted_at":"2023-05-25T17:59:49Z","title":"Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.17144","snapshot_observed_at":"2026-08-12T12:32:34.294389Z","title":"Ghost in the minecraft: Generally capable agents for open-world enviroments via large language models with text-based knowledge and memory","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.294389Z"},"links":{"cited_paper":"/paper/2305.17144","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:af8b89005cf2e6c499fbc949fab78cf9d248c77991001d78b9c90abd5d2b9817","observation_id":"dce0cd90-809d-4a41-83f7-0679d933759b","resolution":{"observed_at":"2026-08-12T12:32:34.294389Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.298635Z","title":"Reflexion: Language agents with verbal reinforcement learning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.298635Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d3eef1cfc39f88eeb32c9c59983bed0bf1660eaacbe96d18939978dea2e4b53f","observation_id":"9c3dbfa5-3ceb-4978-b9b8-7e25624ca698","resolution":{"observed_at":"2026-08-12T12:32:34.298635Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.302153Z","title":"Agent-based modeling in managerial science: an illustrative survey and study","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.302153Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:390b41f1ae5f37ec040f8fb0184f29b3d9bd88b24ebf57623c93e0453714f26b","observation_id":"a8b8880f-4776-49ff-b796-11834f1980e1","resolution":{"observed_at":"2026-08-12T12:32:34.302153Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.305978Z","title":"Agent-based models in sociology","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.305978Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:fea1f84020170d33ee1a979e880b85850539e5013b6b43fc34ab17dfb7dd562d","observation_id":"470273a5-1ff6-466a-b23d-d99d04f80b28","resolution":{"observed_at":"2026-08-12T12:32:34.305978Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.309731Z","title":"Perspectives and relationships in supply chain simulation: A systematic literature review","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.309731Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:0ec99504c48438ba52ebf90886f7c8f7ae2962419b40f126c42cbe2edebe894f","observation_id":"b5bfc3f8-e3cf-41c7-801c-841d21f3b149","resolution":{"observed_at":"2026-08-12T12:32:34.309731Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.313658Z","title":"Science and human behavior","venue":null,"work_id":null,"year":1965},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.313658Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:015db82535dc68f341e2b7468062326a4e8f49db874c83126642ca32176c6a32","observation_id":"3283c804-b651-4ce4-9987-4ebaa1f332fb","resolution":{"observed_at":"2026-08-12T12:32:34.313658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.317501Z","title":"What makes human cognition unique? from individual to shared to collective intentionality","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.317501Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ee797494042e70d018473f5040aa8257f3e87430932cf51bb9d333733fbf6162","observation_id":"2ab11f6d-d0b2-4e61-8e68-ece4004e9e0d","resolution":{"observed_at":"2026-08-12T12:32:34.317501Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.321134Z","title":"Clair, William J Sutherland, et al","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.321134Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:31c38cd4f3c34a94a8ad79e8a19ef463c97427297d180eec66a63e0b32a0b3e2","observation_id":"0f612a4c-2392-4786-9a61-aa52833b9f37","resolution":{"observed_at":"2026-08-12T12:32:34.321134Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.325287Z","title":"Work & human behavior","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.325287Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:2768e1d1fb25649e48738223b7fcd073c4432b32f1ec017fa9a977634404195f","observation_id":"ab9e4c41-21d9-40e9-9805-1be474b3c4f6","resolution":{"observed_at":"2026-08-12T12:32:34.325287Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.329042Z","title":"Roots of human sociality","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.329042Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:51d5fd9ea6c27638c7bec0fa28bbc13a70e42b67cddba0bcd0079059ff77aed3","observation_id":"ad86c63f-d023-44bd-8a33-1d3c82cccee4","resolution":{"observed_at":"2026-08-12T12:32:34.329042Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.333363Z","title":"Human reasoning: The psychology of deduction","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.333363Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:635e5b653196c70c4ad5d9bb523565d5fa9b1ec3c752a409082f580e9bd6c8a8","observation_id":"f55a7489-215a-4110-a43d-375c422cc598","resolution":{"observed_at":"2026-08-12T12:32:34.333363Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.337736Z","title":"Emotion: A very short introduction","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.337736Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5856062258d3c5f41cdde6d5c37c5b2293ac51c513b5d5806487bcb82535a78e","observation_id":"ec1c9a8b-de9f-4722-9fe4-07b3ea0b4c9f","resolution":{"observed_at":"2026-08-12T12:32:34.337736Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.341475Z","title":"The artful mind: Cognitive science and the riddle of human creativity","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.341475Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:52d203dde5faf692d785cb9f1a9728daba3a49f168f628c507e8dc722cb7ada0","observation_id":"07314711-2ffa-495c-9b79-3e4c0efa39cd","resolution":{"observed_at":"2026-08-12T12:32:34.341475Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.345152Z","title":"Faith and politics: The influence of religious beliefs on political participation","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.345152Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:651ef7d83d603f4ead34d01f2df280c87124f3ac1dce78d36c79b93a358f7770","observation_id":"d2766904-8bf4-475a-a7a0-a327f08dd1d9","resolution":{"observed_at":"2026-08-12T12:32:34.345152Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.348826Z","title":"Personality and social behavior","venue":null,"work_id":null,"year":1985},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.348826Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:a978a30dfb3649e654bd7fcc01e6852f4f20dcb0158d8c290dc0a055931b1951","observation_id":"c8fd1bd6-867a-49c7-9ddf-ca23e790f6d8","resolution":{"observed_at":"2026-08-12T12:32:34.348826Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.352425Z","title":"Research handbook on behavioral law and economics","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.352425Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:8ef3d2b0ce4708afeecfeb69bc6b1c260c7de3996aaa6133779199dc09f5f532","observation_id":"79c8c225-6686-4559-84bf-547aba6be6c0","resolution":{"observed_at":"2026-08-12T12:32:34.352425Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.356993Z","title":"Unified theories of cognition","venue":null,"work_id":null,"year":1994},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.356993Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c11302e0efbb6abdb9686736ca1cd7bb58d29484f8458e268676246ef3183f80","observation_id":"3a705445-d74e-4186-858b-432902b73258","resolution":{"observed_at":"2026-08-12T12:32:34.356993Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.361092Z","title":"How does the heterogeneity of members affect the evolution of group opinions? Discrete Dynamics in Nature and Society, 2021, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.361092Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c4b7447795cb2db64a19c5e1d0fb0e3f734227cef4615ebd0ac6005a9e865f51","observation_id":"d20ec019-677f-4f49-a815-db3c19c06ddf","resolution":{"observed_at":"2026-08-12T12:32:34.361092Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.364749Z","title":"Hate speech epidemic","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.364749Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:106c740a9c4b33e15e91c5bead5372fee4657c6d41acf095b2b99e775b4639be","observation_id":"9970b62f-fe87-4df4-98aa-6c5a6c3e08ef","resolution":{"observed_at":"2026-08-12T12:32:34.364749Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.368529Z","title":"Cascades of emotional support in friendship networks and adolescent smoking","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.368529Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ceb49f141fee1cc2590c01acf902a680d445204e533ca17d49cbb11a63516fe7","observation_id":"84617b5c-e917-4145-9b01-57b9544404ad","resolution":{"observed_at":"2026-08-12T12:32:34.368529Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.372578Z","title":"The diffusion of fear: Modeling community response to a terrorist strike","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.372578Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:bede5fa43ac1909cf3736b90eaacfc243fbf1470a075656aa00383377cd0078b","observation_id":"cc7093b0-81d0-4ef3-a7b3-b624ce3cfdf9","resolution":{"observed_at":"2026-08-12T12:32:34.372578Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.376793Z","title":"Spread of hate speech in online social media","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.376793Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:52c40c580ed8197b67083ce54ea8b28038390610c287a74f30fc4ab1abeda511","observation_id":"e7d133c5-bd7b-4901-ac1a-b749442baf7e","resolution":{"observed_at":"2026-08-12T12:32:34.376793Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.380740Z","title":"Sequential dynamics of complex networks in mind: Consciousness and creativity","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.380740Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:bf1063c559c56463f8be87f6268cdd25283baece64c84cac9ee9993de7831c1e","observation_id":"536535dc-3586-4dc4-88c9-107397b1bec0","resolution":{"observed_at":"2026-08-12T12:32:34.380740Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.384553Z","title":"Network hubs cease to be influential in the presence of low levels of advertising","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.384553Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:96e8c1f9e20c2488a6abf9a5f1e8d97b043ecfdceca95ee1d7992e8516038b04","observation_id":"451605c5-0ac2-4d24-aa80-579a3203ff48","resolution":{"observed_at":"2026-08-12T12:32:34.384553Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.389127Z","title":"Detecting and modelling real percolation and phase transitions of information on social media","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.389127Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:9171958e2c3e6ab428f0847adb7fba94751cb1599f51eacbd4236a5c8077a96a","observation_id":"85ea7aae-3df6-479e-88af-e6bb3636d597","resolution":{"observed_at":"2026-08-12T12:32:34.389127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.393053Z","title":"Put your money where your mouth is: Dial, a dialogical model for opinion dynamics","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.393053Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:319c4163669e4dbf7efee9c1bb3dafb0ca766779d16adcb474c472d8a2785a2f","observation_id":"54749521-d246-4a2a-b950-17a6bab630a7","resolution":{"observed_at":"2026-08-12T12:32:34.393053Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.396743Z","title":"The echo chamber effect on social media","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.396743Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:44f83760394a02c997a041610206c407ec996e0ed0affd0515a7bb6b0a84d311","observation_id":"397133ee-c41d-4ecd-90ab-57804a9e353d","resolution":{"observed_at":"2026-08-12T12:32:34.396743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.400526Z","title":"Social force model for pedestrian dynamics.Physical Review E, 51(5):4282–4286, May 1995","venue":null,"work_id":null,"year":1995},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.400526Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:74ffe2ed49614f0f9d62abe3e70d3873380120fb7e383f1e0279c74d7dcbc2d0","observation_id":"780dc1f9-ca08-4d6e-b716-95a91782efa2","resolution":{"observed_at":"2026-08-12T12:32:34.400526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.404149Z","title":"Revealing the hidden rules of bidirectional pedestrian flow based on an improved floor field cellular automata model","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.404149Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:6a61cb028fa56fc061577339a408db444e49b49848f44bcd9ae5306451bb511c","observation_id":"ea022b10-310f-4d61-ab11-64f3cc4b8393","resolution":{"observed_at":"2026-08-12T12:32:34.404149Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.407832Z","title":"How simple rules determine pedestrian behavior and crowd disasters","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.407832Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:6fa53e002a322ac911c07fee2ca121164f00c6b8cb3f9677c297095d3e3d7f8c","observation_id":"8e188054-d16b-44a3-865a-3dc18f6e19e4","resolution":{"observed_at":"2026-08-12T12:32:34.407832Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.411688Z","title":"A continuum theory for the flow of pedestrians","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.411688Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:2b749f9a91893149d7317876fa6c0a3a11aeea4b8a6031ec10bf18d0c5af9d88","observation_id":"47b4ef3e-2f49-4b4c-b45b-9e60823a8872","resolution":{"observed_at":"2026-08-12T12:32:34.411688Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.415749Z","title":"On the modelling crowd dynamics from scaling to hyperbolic macroscopic models","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.415749Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:fd078f34166b2123c345119cedd27974c5a18c8731dd6a60f4981ab5947204a5","observation_id":"5a5e8319-4d0b-4999-b651-5d7ac24da812","resolution":{"observed_at":"2026-08-12T12:32:34.415749Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.419685Z","title":"A higher-order macroscopic model for pedestrian flows","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.419685Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:0489612b57931b87cd9a2a50bb3136bda77eee9bb387ec9b7e044843f4ea8840","observation_id":"586c064d-6e2e-463a-9c58-e65a94f11a18","resolution":{"observed_at":"2026-08-12T12:32:34.419685Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.424781Z","title":"A macroscopic crowd motion model of gradient flow type","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.424781Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:36bf65ab32c41fd1f27822face7707c298f69735c88b81111b2f4b1ce149e02e","observation_id":"6631442e-2826-4b1a-917a-b85fe86636b1","resolution":{"observed_at":"2026-08-12T12:32:34.424781Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.429415Z","title":"Macroscopic modeling and simulations of room evacuation","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.429415Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ebaa158ab21e7b498e3d12133e8b9c58464fe48cd0ad0036c6177a0736e79fed","observation_id":"84645ba0-2c72-4b50-ba27-f6f543b06251","resolution":{"observed_at":"2026-08-12T12:32:34.429415Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.433448Z","title":"Modelling and simulation of highly mixed traffic flow on two-lane two-way urban streets","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.433448Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:cb595a6d3422753c78a7a36460383e83bf0c42c11950bd606deae8ff9c9288c8","observation_id":"2b5f6c7a-7a92-48c3-9d67-beefb408450b","resolution":{"observed_at":"2026-08-12T12:32:34.433448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.437752Z","title":"A modified social force model for high-density through bicycle flow at mixed-traffic intersections","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.437752Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ae4c801aa96850529995abc6c28c4ba7421c27c64295c3ac76af26cf7807f301","observation_id":"b5124265-e4a3-45c9-9d21-df4e826ea930","resolution":{"observed_at":"2026-08-12T12:32:34.437752Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.442043Z","title":"Modeling and simulation of overtaking events by heterogeneous non-motorized vehicles on shared roadway segments","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.442043Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:1ef55c4898f15a595a9ad68239320af0e511f135eba04f5052948073f4d9679c","observation_id":"fb9fa340-a52a-4142-973e-97ce5854cf75","resolution":{"observed_at":"2026-08-12T12:32:34.442043Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.446490Z","title":"Moha: A multi-mode hybrid automaton model for learning car-following behaviors","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.446490Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5057476f971522b9770d112bcbb7dc55def1eea50295db6f68ae3de91ce6fa42","observation_id":"847baf92-48f9-4789-a3a6-fe3af79147fa","resolution":{"observed_at":"2026-08-12T12:32:34.446490Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.450557Z","title":"Risk field model of driving and its application in modeling car-following behavior","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.450557Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:da96e484f99b7857c064a22b82e21ad7efefe20e01b7bbbba41541221b990b81","observation_id":"cfa44071-d8d7-468f-8fed-a3955fb64733","resolution":{"observed_at":"2026-08-12T12:32:34.450557Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.454629Z","title":"Development of an asymmetric car-following model and simulation validation","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.454629Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c118dc44dab40bf0dcc6a0557246e1ea7eaf38d5fa6337dd3ba85a2919186042","observation_id":"b31eac79-773d-4978-80fe-3c4a54fe43bc","resolution":{"observed_at":"2026-08-12T12:32:34.454629Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.458341Z","title":"Roop, Avinash Malik, and Prakash Ranjitkar","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.458341Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:feb72da7e70ab531437eceda23289a1a8741cde9497c30d7043f600056b8be65","observation_id":"08b14a41-2557-4507-9d53-c9af879e8233","resolution":{"observed_at":"2026-08-12T12:32:34.458341Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.461913Z","title":"Mecklenbräuker, and Gerald Ostermayer","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.461913Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:e9888640092c5da5245e8bdecca437c6d6eaaa145ca6f4eb12231ee93e083367","observation_id":"4107492a-a4a2-410e-a7ff-b9387599fea8","resolution":{"observed_at":"2026-08-12T12:32:34.461913Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.465794Z","title":"A novel asymmetric car following model for driver- assist enabled vehicle dynamics","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.465794Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:e71719c9efa312b9b831c6802bf3a81c33d34139e110b1d2b12884e340a4aff3","observation_id":"b1896e6a-1cce-4e78-aca6-ff85d727672c","resolution":{"observed_at":"2026-08-12T12:32:34.465794Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.469827Z","title":"Risk representation, perception, and propensity in an integrated human lane-change decision model","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.469827Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d6943276ef83776c98dcb36abb4b60dcf16f46573ef5b34ea9db2a3e94cfae3f","observation_id":"7e000dd3-f9a2-4950-b26c-312f49c57d7f","resolution":{"observed_at":"2026-08-12T12:32:34.469827Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.474427Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.474427Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5766b1d3aba00748a566285979a61db34aa7d28801e057ea774a6fb6f473a86f","observation_id":"73236a6b-ead9-45a2-9829-5f128c7aefa5","resolution":{"observed_at":"2026-08-12T12:32:34.474427Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.478872Z","title":"González","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.478872Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5c56cca2a6b9fbf5e909bb7422b58fadf648770320673d5dc383cbd7ea12424f","observation_id":"af86cee9-d993-4a35-819a-f646854ea80e","resolution":{"observed_at":"2026-08-12T12:32:34.478872Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.482561Z","title":"Insights into population behavior during the COVID-19 pandemic from cell phone mobility data and manifold learning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.482561Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:8e5eeef62e6e84b27993a3c8a170e0943fb93152c93896fee66e167924bcc01e","observation_id":"94f3b9eb-e1c9-46bf-a235-9c25306dd869","resolution":{"observed_at":"2026-08-12T12:32:34.482561Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.486492Z","title":"Ferreira, Bruno Astuto A","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.486492Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:0603e3dc46fd8608e118ee7bea2099d7a4572f10db6d840b97333d7cb15c4e94","observation_id":"0d38b025-7fdd-4e8a-93b7-75327c3434b6","resolution":{"observed_at":"2026-08-12T12:32:34.486492Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.491233Z","title":"Gorelick","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.491233Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:4f185cc1a66b8eed18edc81504a9177ca03bc0022c2ea450810230ddea9a9fba","observation_id":"f2ba970c-64a4-4f77-8493-3b57023a6c73","resolution":{"observed_at":"2026-08-12T12:32:34.491233Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.495714Z","title":"Estimating city-level energy consumption of residential buildings: A life-cycle dynamic simulation model","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.495714Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:519678deb2f277787ea880073f777d39615d69eb7d6dadb6cb479dbf3867946b","observation_id":"4c75a771-f561-4768-a41b-1fd920b6d661","resolution":{"observed_at":"2026-08-12T12:32:34.495714Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.499800Z","title":"Emergence of scaling in random networks.science, 286(5439):509–512, 1999","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.499800Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:6087d4838a70bcf822b5bb4059470dd4e1464b8ec90d112bb7238bb357e56596","observation_id":"edc16c77-d3f1-48ee-a523-7707af657d76","resolution":{"observed_at":"2026-08-12T12:32:34.499800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.503873Z","title":"Cumulative effects of triadic closure and homophily in social networks","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.503873Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ff814eb81e69158eb83c46be71832d7206a891dbc773299132ce694efb580807","observation_id":"29a7d76c-be4b-48a4-867a-c98f55220053","resolution":{"observed_at":"2026-08-12T12:32:34.503873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.507822Z","title":"Triadic closure as a basic generating mechanism of communities in complex networks","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.507822Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ccbe86d44c9996c5741f45851211f937c023e00c9dc2e7aa331b798520616b55","observation_id":"7195bcca-ed0c-4b4c-baaf-0f890fbb1d72","resolution":{"observed_at":"2026-08-12T12:32:34.507822Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.511411Z","title":"Dynamic models of segregation","venue":null,"work_id":null,"year":1971},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.511411Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:97e62741c1e0b9d3311ba4718b81994575282515bf4bdef884f7f98b466194f8","observation_id":"9201086e-aef4-47eb-8294-8e1a00c396db","resolution":{"observed_at":"2026-08-12T12:32:34.511411Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.514856Z","title":"Role of’vision’in neighbourhood racial segregation: a variant of the schelling segregation model","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.514856Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:71e62c8c6496ab3f727c733357862fe2e58b99bca35ecf91201726e0bed6a056","observation_id":"3441e489-fc7f-4520-adb2-31543c7226b3","resolution":{"observed_at":"2026-08-12T12:32:34.514856Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.518644Z","title":"Residential segregation in an all-integrationist world","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.518644Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:7baa2316d5624960fed5f979ea63b0c13d1f534823a5489fa4151b3f141cf051","observation_id":"d169b29a-164a-4b8a-82ee-93b377727aef","resolution":{"observed_at":"2026-08-12T12:32:34.518644Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.522334Z","title":"The role of social structure in the maintenance of cooperative regimes","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.522334Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b01b0b55a22c2f3fdbf02129fce6e816654ec56393c8d70acf40075cedcc0abc","observation_id":"ad935ac1-39f3-4719-b2ea-718b63e7c510","resolution":{"observed_at":"2026-08-12T12:32:34.522334Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.525916Z","title":"Tit for tat in heterogeneous populations","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.525916Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:59adf1af3c9a04cca30a9c35e13fb59a90113fe7e862f0437df28b8e79434a94","observation_id":"12507afc-63e8-457a-b9d6-47ad57edbb5b","resolution":{"observed_at":"2026-08-12T12:32:34.525916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.529879Z","title":"Why bother with what others tell you? an experimental data-driven agent-based model","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.529879Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:d35a03c7077d0a5ffa6c863fea9b54ee8aa18dcb5c02d9830040484898e90811","observation_id":"51d9c9dc-74e1-4431-87cc-054a3c95d04f","resolution":{"observed_at":"2026-08-12T12:32:34.529879Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.533514Z","title":"Reputation in artificial societies: Social beliefs for social order, volume 6","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.533514Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5a285351da19d9832a8dc2dc238d2a4f256ef652b5bf4c85b2eabe8888def96b","observation_id":"00badd3b-10a3-4a8a-8198-5f9e80fa5a13","resolution":{"observed_at":"2026-08-12T12:32:34.533514Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.537157Z","title":"Strong reciprocity and human sociality","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.537157Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:17c91ad306c5fd8b561bc91ef22cdf130cdbff38a67df9948fcc92856bc432af","observation_id":"a5a1eb8f-bfa4-4858-a128-625cb300fe4a","resolution":{"observed_at":"2026-08-12T12:32:34.537157Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.541054Z","title":"The evolution of strong reciprocity: cooperation in heterogeneous populations","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.541054Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:da45ea18b9ab5bb681d5d984fe5f60810ed8276e2be0a6dbf7157d88426a884a","observation_id":"4eae5616-ee04-4fe1-b440-05cd486060e5","resolution":{"observed_at":"2026-08-12T12:32:34.541054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.545356Z","title":"The evolution of trust and cooperation between strangers: A computational model","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.545356Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c09dcde18f3ad10111cd42d041aa10e1bc1eda721b92bcb205309f2331638df5","observation_id":"798da58e-9285-4f51-8414-932b43769ec3","resolution":{"observed_at":"2026-08-12T12:32:34.545356Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.549608Z","title":"Trust and partner selection in social networks: An experimentally grounded model","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.549608Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:36e107c57a4d29d5005a8cc1945db79f647669b0d44d55647f9bc812ddb85893","observation_id":"3fc32759-041c-4f1a-8494-e585b607610e","resolution":{"observed_at":"2026-08-12T12:32:34.549608Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.553621Z","title":"Co-evolution of behaviour and social network structure promotes human cooperation","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.553621Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:b662f9a2a1a40982439b8733ce894b1b82a6e55e2b03323a8c6fc62da5029d3b","observation_id":"3286493b-aba3-49d6-9abc-a699af1fb5d1","resolution":{"observed_at":"2026-08-12T12:32:34.553621Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.557329Z","title":"Allocative efficiency of markets with zero-intelligence traders: Market as a partial substitute for individual rationality","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.557329Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:32745d7ad361d424e7b760b6b7d5cd72237b61800b626d32263375f6da2fbc13","observation_id":"0149d641-dad5-467a-bcb2-07f229bbbdcf","resolution":{"observed_at":"2026-08-12T12:32:34.557329Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.561047Z","title":"Artificial economic life: a simple model of a stockmarket","venue":null,"work_id":null,"year":1994},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.561047Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:07dc077cd501326638a8e3e7f71a4864029ca80731dd0a9f250ce5997070bcac","observation_id":"8125d896-ff61-438d-91c3-251e73b3b0c1","resolution":{"observed_at":"2026-08-12T12:32:34.561047Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.564556Z","title":"Less than human: Simple adaptive trading agents for cda markets.IFAC Proceedings Volumes, 31(16):117–122, 1998","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.564556Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:a410847873cc10099f42c7c53fb5e0af1d6a851762e7b2bd99f03ed5c434e473","observation_id":"477f1287-a6f2-48b2-8f6e-a7cf3c99dba0","resolution":{"observed_at":"2026-08-12T12:32:34.564556Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.568198Z","title":"Decentralized, dispersed exchange without an auctioneer: A simulation study","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.568198Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:76a43f3ce9bfe40d8de509916b067c2125e5d0311de648f02e73227efbf97406","observation_id":"8a7f2189-d71f-404a-8a11-3f779f30b2c4","resolution":{"observed_at":"2026-08-12T12:32:34.568198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.572367Z","title":"The economy needs agent-based modelling","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.572367Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c9d99e9e747c8788a182da98e5f88ec006ba1faf9ca2668e701769e4febdec06","observation_id":"04d1bbec-90a3-418c-b22f-9f6399204288","resolution":{"observed_at":"2026-08-12T12:32:34.572367Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.576103Z","title":"Abides: Towards high-fidelity multi-agent market simulation","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.576103Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:5e37d31335e4c231f46d4a4400b0f208711271da4e2ab37dcd3939d1d4cb0a7c","observation_id":"903e727d-d4a5-46ff-832a-c5e31a3b346d","resolution":{"observed_at":"2026-08-12T12:32:34.576103Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.580608Z","title":"Multi-agent reinforcement learning in a realistic limit order book market simulation","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.580608Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:ad589f6452ec8b4a687601ded58fce8aa3018c4004cdfb66a9444a7e3943148f","observation_id":"7849f364-77de-41f0-bb1a-6816570510c2","resolution":{"observed_at":"2026-08-12T12:32:34.580608Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2202.00941","last_updated":"2022-02-03T11:04:17Z","snapshot_observed_at":"2026-07-06T12:33:42.446965Z","submitted_at":"2022-02-02T10:27:12Z","title":"CTMSTOU driven markets: simulated environment for regime-awareness in trading policies","version":2},"cited_work":{"arxiv_id":"2202.00941","doi":null,"metadata_source":"pith","pith_arxiv_id":"2202.00941","snapshot_observed_at":"2026-08-12T12:32:35.367488Z","title":"CTMSTOU driven markets: simulated environment for regime-awareness in trading policies","venue":"cs.MA","work_id":"96cf8f2b-629c-42c2-ac2a-5a5a501f7bd2","year":2022},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.584846Z"},"links":{"cited_paper":"/paper/2202.00941","citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:c3e96f5c61e839df2d36f3654b2fb5b0261d2d45ea94dd5e7bd108fa4ccbe686","observation_id":"4c7a89c1-cd56-474d-aeb0-0e95681bac54","resolution":{"observed_at":"2026-08-12T12:32:35.373848Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T12:32:34.588947Z","title":"On simulating the propagation and countermeasures of hate speech in social networks","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems","version":1},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-12T12:32:34.588947Z"},"links":{"citing_paper":"/paper/2412.07788"},"observation_digest":"sha256:aa59261acb598247873b06b7699dfb22bde53d3ee339843b4247151595e023c1","observation_id":"eb70640a-7ef0-4a84-8121-2ef79804b10b","resolution":{"observed_at":"2026-08-12T12:32:34.588947Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.07788","last_updated":"2024-11-26T05:33:38Z","latest_version":1,"primary_category":"cs.HC","snapshot_observed_at":"2026-08-12T12:27:38.631256Z","submitted_at":"2024-11-26T05:33:38Z","title":"Human Behavior Simulation: Objectives, Methodologies, and Open Problems"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":99,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":242},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 100 of 242 outbound references and 1 inbound Pith citation observation for arXiv:2412.07788."}