{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:SD322AJJ5ZD56LIMOOFO5YHLUN","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"7a724e96ff4badb00d409685577338d2cb5fc8c1e2400eb1ea7da3d6a85d0889","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2023-01-31T22:25:39Z","title_canon_sha256":"3309a991a7ced2b309c7a1b16cc8aabd6f686b16bf56d63cd38fa0fea020fea4"},"schema_version":"1.0","source":{"id":"2302.00128","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.00128","created_at":"2026-07-05T05:37:59Z"},{"alias_kind":"arxiv_version","alias_value":"2302.00128v1","created_at":"2026-07-05T05:37:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.00128","created_at":"2026-07-05T05:37:59Z"},{"alias_kind":"pith_short_12","alias_value":"SD322AJJ5ZD5","created_at":"2026-07-05T05:37:59Z"},{"alias_kind":"pith_short_16","alias_value":"SD322AJJ5ZD56LIM","created_at":"2026-07-05T05:37:59Z"},{"alias_kind":"pith_short_8","alias_value":"SD322AJJ","created_at":"2026-07-05T05:37:59Z"}],"graph_snapshots":[{"event_id":"sha256:87b53ec740a111683d004ae2086dc099f5f12e7cac6f095c955f02c465697d92","target":"graph","created_at":"2026-07-05T05:37:59Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2302.00128/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Twitter (one example of microblogging) is widely being used by researchers to understand human behavior, specifically how people behave when a significant event occurs and how it changes user microblogging patterns. The changing microblogging behavior can reveal patterns that can help in detecting real-world events. However, the Twitter data that is available has limitations, such as, it is incomplete and noisy and the samples are irregular. In this paper we create a model, called Twitter Behavior Agent-Based Model (TBAM) to simulate Twitter pattern and behavior using Agent-Based Modeling (ABM","authors_text":"Prashant Krishnamurthy, Usman Anjum, Vladimir Zadorozhny","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2023-01-31T22:25:39Z","title":"TBAM: Towards An Agent-Based Model to Enrich Twitter Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.00128","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:11293a09ffbce5985de5cb41d3c0395eaebfd52ffc43e0016176f2d6ebe69ccc","target":"record","created_at":"2026-07-05T05:37:59Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"7a724e96ff4badb00d409685577338d2cb5fc8c1e2400eb1ea7da3d6a85d0889","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2023-01-31T22:25:39Z","title_canon_sha256":"3309a991a7ced2b309c7a1b16cc8aabd6f686b16bf56d63cd38fa0fea020fea4"},"schema_version":"1.0","source":{"id":"2302.00128","kind":"arxiv","version":1}},"canonical_sha256":"90f7ad0129ee47df2d0c738aeee0eba376957792fe636c49a333e104c8279fe7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"90f7ad0129ee47df2d0c738aeee0eba376957792fe636c49a333e104c8279fe7","first_computed_at":"2026-07-05T05:37:59.909637Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:37:59.909637Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gszZrKfFK91E7Pw/Uwkd60Y2rt5GgAaAlxLgCDyaNSk1yHUv/3ybgDjbdXnNcfrshk/Zlb8FZoUgJvPG3HohCw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:37:59.910046Z","signed_message":"canonical_sha256_bytes"},"source_id":"2302.00128","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:11293a09ffbce5985de5cb41d3c0395eaebfd52ffc43e0016176f2d6ebe69ccc","sha256:87b53ec740a111683d004ae2086dc099f5f12e7cac6f095c955f02c465697d92"],"state_sha256":"94804888a5c9f5d35984add2f362e2e4514db61838fdc7ac13011f627ca79104"}