{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:VZXYQVDTAUBPFXPZ72OUD6X3VJ","short_pith_number":"pith:VZXYQVDT","schema_version":"1.0","canonical_sha256":"ae6f8854730502f2ddf9fe9d41fafbaa7b121c140b6ebb965825f0d714580896","source":{"kind":"arxiv","id":"2002.08114","version":1},"attestation_state":"computed","paper":{"title":"BB_Evac: Fast Location-Sensitive Behavior-Based Building Evacuation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.DS","cs.LG","cs.SI"],"primary_cat":"cs.DM","authors_text":"Arindam Pal, Francesco Parisi, Subhra Mazumdar, V.S. Subrahmanian","submitted_at":"2020-02-19T11:34:52Z","abstract_excerpt":"Past work on evacuation planning assumes that evacuees will follow instructions -- however, there is ample evidence that this is not the case. While some people will follow instructions, others will follow their own desires. In this paper, we present a formal definition of a behavior-based evacuation problem (BBEP) in which a human behavior model is taken into account when planning an evacuation. We show that a specific form of constraints can be used to express such behaviors. We show that BBEPs can be solved exactly via an integer program called BB_IP, and inexactly by a much faster algorith"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2002.08114","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DM","submitted_at":"2020-02-19T11:34:52Z","cross_cats_sorted":["cs.AI","cs.DS","cs.LG","cs.SI"],"title_canon_sha256":"04899e53d9c846a2128013437591eb820320ef92c943f6a899c423575a9b6bdc","abstract_canon_sha256":"687906891422c0c6882052dc17ce6f06cd3da6031c27cccd7ec089b562e7d50a"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T00:42:26.722514Z","signature_b64":"m/0sr8qPQl8MO1F3fXkU22O6pmqrfqe0xfu2zILOD26wuKmWn0Me7SfU6082KG4yd1YWMnIRQodK5VZmGaIdBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ae6f8854730502f2ddf9fe9d41fafbaa7b121c140b6ebb965825f0d714580896","last_reissued_at":"2026-07-05T00:42:26.722146Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T00:42:26.722146Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"BB_Evac: Fast Location-Sensitive Behavior-Based Building Evacuation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.DS","cs.LG","cs.SI"],"primary_cat":"cs.DM","authors_text":"Arindam Pal, Francesco Parisi, Subhra Mazumdar, V.S. Subrahmanian","submitted_at":"2020-02-19T11:34:52Z","abstract_excerpt":"Past work on evacuation planning assumes that evacuees will follow instructions -- however, there is ample evidence that this is not the case. While some people will follow instructions, others will follow their own desires. In this paper, we present a formal definition of a behavior-based evacuation problem (BBEP) in which a human behavior model is taken into account when planning an evacuation. We show that a specific form of constraints can be used to express such behaviors. We show that BBEPs can be solved exactly via an integer program called BB_IP, and inexactly by a much faster algorith"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2002.08114","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2002.08114/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2002.08114","created_at":"2026-07-05T00:42:26.722214+00:00"},{"alias_kind":"arxiv_version","alias_value":"2002.08114v1","created_at":"2026-07-05T00:42:26.722214+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2002.08114","created_at":"2026-07-05T00:42:26.722214+00:00"},{"alias_kind":"pith_short_12","alias_value":"VZXYQVDTAUBP","created_at":"2026-07-05T00:42:26.722214+00:00"},{"alias_kind":"pith_short_16","alias_value":"VZXYQVDTAUBPFXPZ","created_at":"2026-07-05T00:42:26.722214+00:00"},{"alias_kind":"pith_short_8","alias_value":"VZXYQVDT","created_at":"2026-07-05T00:42:26.722214+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ","json":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ.json","graph_json":"https://pith.science/api/pith-number/VZXYQVDTAUBPFXPZ72OUD6X3VJ/graph.json","events_json":"https://pith.science/api/pith-number/VZXYQVDTAUBPFXPZ72OUD6X3VJ/events.json","paper":"https://pith.science/paper/VZXYQVDT"},"agent_actions":{"view_html":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ","download_json":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ.json","view_paper":"https://pith.science/paper/VZXYQVDT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2002.08114&json=true","fetch_graph":"https://pith.science/api/pith-number/VZXYQVDTAUBPFXPZ72OUD6X3VJ/graph.json","fetch_events":"https://pith.science/api/pith-number/VZXYQVDTAUBPFXPZ72OUD6X3VJ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ/action/storage_attestation","attest_author":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ/action/author_attestation","sign_citation":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ/action/citation_signature","submit_replication":"https://pith.science/pith/VZXYQVDTAUBPFXPZ72OUD6X3VJ/action/replication_record"}},"created_at":"2026-07-05T00:42:26.722214+00:00","updated_at":"2026-07-05T00:42:26.722214+00:00"}