{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2015:7ZIC36C2PTPQFKOUHPA45RDC55","short_pith_number":"pith:7ZIC36C2","schema_version":"1.0","canonical_sha256":"fe502df85a7cdf02a9d43bc1cec462ef72057c36bdd4ac57d38958f407279a83","source":{"kind":"arxiv","id":"1510.05058","version":1},"attestation_state":"computed","paper":{"title":"A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.DM","cs.DS","stat.ML"],"primary_cat":"cs.SI","authors_text":"Ambuj Singh, Petko Bogdanov, Victor Amelkin","submitted_at":"2015-10-17T01:12:37Z","abstract_excerpt":"Analysis of opinion dynamics in social networks plays an important role in today's life. For applications such as predicting users' political preference, it is particularly important to be able to analyze the dynamics of competing opinions. While observing the evolution of polar opinions of a social network's users over time, can we tell when the network \"behaved\" abnormally? Furthermore, can we predict how the opinions of the users will change in the future? Do opinions evolve according to existing network opinion dynamics models? To answer such questions, it is not sufficient to study indivi"},"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":"1510.05058","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2015-10-17T01:12:37Z","cross_cats_sorted":["cs.DM","cs.DS","stat.ML"],"title_canon_sha256":"b2f11024d7c53a2d5a50ef48875a2b5eef7f5e3d2473b4ecaf5a4db123c09ae1","abstract_canon_sha256":"dab473c612b701f689d16dbdab7e9c2d10c4caac383fb575fff9a29f48d37562"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:34:31.877296Z","signature_b64":"/0Cf2hINbVKTPiF6fEl0ZMaY+HJo78wUUMA0qyo4eAuaPce4LK1nOK3PPiX0607tTA5dq/RMcjsLDrOVneUSBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fe502df85a7cdf02a9d43bc1cec462ef72057c36bdd4ac57d38958f407279a83","last_reissued_at":"2026-05-18T00:34:31.876911Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:34:31.876911Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.DM","cs.DS","stat.ML"],"primary_cat":"cs.SI","authors_text":"Ambuj Singh, Petko Bogdanov, Victor Amelkin","submitted_at":"2015-10-17T01:12:37Z","abstract_excerpt":"Analysis of opinion dynamics in social networks plays an important role in today's life. For applications such as predicting users' political preference, it is particularly important to be able to analyze the dynamics of competing opinions. While observing the evolution of polar opinions of a social network's users over time, can we tell when the network \"behaved\" abnormally? Furthermore, can we predict how the opinions of the users will change in the future? Do opinions evolve according to existing network opinion dynamics models? To answer such questions, it is not sufficient to study indivi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1510.05058","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":"1510.05058","created_at":"2026-05-18T00:34:31.876979+00:00"},{"alias_kind":"arxiv_version","alias_value":"1510.05058v1","created_at":"2026-05-18T00:34:31.876979+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1510.05058","created_at":"2026-05-18T00:34:31.876979+00:00"},{"alias_kind":"pith_short_12","alias_value":"7ZIC36C2PTPQ","created_at":"2026-05-18T12:29:10.953037+00:00"},{"alias_kind":"pith_short_16","alias_value":"7ZIC36C2PTPQFKOU","created_at":"2026-05-18T12:29:10.953037+00:00"},{"alias_kind":"pith_short_8","alias_value":"7ZIC36C2","created_at":"2026-05-18T12:29:10.953037+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/7ZIC36C2PTPQFKOUHPA45RDC55","json":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55.json","graph_json":"https://pith.science/api/pith-number/7ZIC36C2PTPQFKOUHPA45RDC55/graph.json","events_json":"https://pith.science/api/pith-number/7ZIC36C2PTPQFKOUHPA45RDC55/events.json","paper":"https://pith.science/paper/7ZIC36C2"},"agent_actions":{"view_html":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55","download_json":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55.json","view_paper":"https://pith.science/paper/7ZIC36C2","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1510.05058&json=true","fetch_graph":"https://pith.science/api/pith-number/7ZIC36C2PTPQFKOUHPA45RDC55/graph.json","fetch_events":"https://pith.science/api/pith-number/7ZIC36C2PTPQFKOUHPA45RDC55/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55/action/storage_attestation","attest_author":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55/action/author_attestation","sign_citation":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55/action/citation_signature","submit_replication":"https://pith.science/pith/7ZIC36C2PTPQFKOUHPA45RDC55/action/replication_record"}},"created_at":"2026-05-18T00:34:31.876979+00:00","updated_at":"2026-05-18T00:34:31.876979+00:00"}