{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2015:Q35C4JXFS73AXVO7NX3IFWU6E6","short_pith_number":"pith:Q35C4JXF","schema_version":"1.0","canonical_sha256":"86fa2e26e597f60bd5df6df682da9e278dbbd4dc17802c0e0cd5d7780f176c94","source":{"kind":"arxiv","id":"1511.01189","version":1},"attestation_state":"computed","paper":{"title":"Controlling herding in minority game systems","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Ji-Qiang Zhang, Riqi Su, Ying-Cheng Lai, Zhi-Xi Wu, Zi-Gang Huang","submitted_at":"2015-11-04T02:57:13Z","abstract_excerpt":"Resource allocation takes place in various types of real-world complex systems such as urban traf- fic, social services institutions, economical and ecosystems. Mathematically, the dynamical process of complex resource allocation can be modeled as minority games in which the number of resources is limited and agents tend to choose the less used resource based on available information. Spontaneous evolution of the resource allocation dynamics, however, often leads to a harmful herding behavior accompanied by strong fluctuations in which a large majority of agents crowd temporarily for a few res"},"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":"1511.01189","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-11-04T02:57:13Z","cross_cats_sorted":[],"title_canon_sha256":"5c6668995f52c1c87285d987e5bb0d4b8ff908a3a75b15505cb1d4ab0a3f85cf","abstract_canon_sha256":"0ec201f0126aa9448daaf9ce3e4d9050a7ec1ae8891ee285799cf7a44395bee5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:27:47.872095Z","signature_b64":"+NnE7tPnjE19r+VP1kwzgR/901WMeRtqYnCa1uRfkcnoe2gDDqoZ0VOE6AvaYwfyGTTYnC15gxJKq850SB+JDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"86fa2e26e597f60bd5df6df682da9e278dbbd4dc17802c0e0cd5d7780f176c94","last_reissued_at":"2026-05-18T01:27:47.871484Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:27:47.871484Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Controlling herding in minority game systems","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Ji-Qiang Zhang, Riqi Su, Ying-Cheng Lai, Zhi-Xi Wu, Zi-Gang Huang","submitted_at":"2015-11-04T02:57:13Z","abstract_excerpt":"Resource allocation takes place in various types of real-world complex systems such as urban traf- fic, social services institutions, economical and ecosystems. Mathematically, the dynamical process of complex resource allocation can be modeled as minority games in which the number of resources is limited and agents tend to choose the less used resource based on available information. Spontaneous evolution of the resource allocation dynamics, however, often leads to a harmful herding behavior accompanied by strong fluctuations in which a large majority of agents crowd temporarily for a few res"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1511.01189","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":""},"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":"1511.01189","created_at":"2026-05-18T01:27:47.871583+00:00"},{"alias_kind":"arxiv_version","alias_value":"1511.01189v1","created_at":"2026-05-18T01:27:47.871583+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1511.01189","created_at":"2026-05-18T01:27:47.871583+00:00"},{"alias_kind":"pith_short_12","alias_value":"Q35C4JXFS73A","created_at":"2026-05-18T12:29:37.295048+00:00"},{"alias_kind":"pith_short_16","alias_value":"Q35C4JXFS73AXVO7","created_at":"2026-05-18T12:29:37.295048+00:00"},{"alias_kind":"pith_short_8","alias_value":"Q35C4JXF","created_at":"2026-05-18T12:29:37.295048+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/Q35C4JXFS73AXVO7NX3IFWU6E6","json":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6.json","graph_json":"https://pith.science/api/pith-number/Q35C4JXFS73AXVO7NX3IFWU6E6/graph.json","events_json":"https://pith.science/api/pith-number/Q35C4JXFS73AXVO7NX3IFWU6E6/events.json","paper":"https://pith.science/paper/Q35C4JXF"},"agent_actions":{"view_html":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6","download_json":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6.json","view_paper":"https://pith.science/paper/Q35C4JXF","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1511.01189&json=true","fetch_graph":"https://pith.science/api/pith-number/Q35C4JXFS73AXVO7NX3IFWU6E6/graph.json","fetch_events":"https://pith.science/api/pith-number/Q35C4JXFS73AXVO7NX3IFWU6E6/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6/action/timestamp_anchor","attest_storage":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6/action/storage_attestation","attest_author":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6/action/author_attestation","sign_citation":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6/action/citation_signature","submit_replication":"https://pith.science/pith/Q35C4JXFS73AXVO7NX3IFWU6E6/action/replication_record"}},"created_at":"2026-05-18T01:27:47.871583+00:00","updated_at":"2026-05-18T01:27:47.871583+00:00"}