{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:OA5V47CJ7EJDCGK2K7RLEDXUN5","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":"16ebc317b6826a95feb2d3efed31110648ea9bab0249745ab6847e8134e3563f","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-11-02T10:59:18Z","title_canon_sha256":"43ee6eaae526c292f075b97902c807bdea0abd06991bdc0b31e5c6d234c0f196"},"schema_version":"1.0","source":{"id":"1511.00441","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1511.00441","created_at":"2026-05-18T01:18:41Z"},{"alias_kind":"arxiv_version","alias_value":"1511.00441v1","created_at":"2026-05-18T01:18:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1511.00441","created_at":"2026-05-18T01:18:41Z"},{"alias_kind":"pith_short_12","alias_value":"OA5V47CJ7EJD","created_at":"2026-05-18T12:29:34Z"},{"alias_kind":"pith_short_16","alias_value":"OA5V47CJ7EJDCGK2","created_at":"2026-05-18T12:29:34Z"},{"alias_kind":"pith_short_8","alias_value":"OA5V47CJ","created_at":"2026-05-18T12:29:34Z"}],"graph_snapshots":[{"event_id":"sha256:9d941c7076c648840584162447aca1dcb10bf64ed909c7bfd4688041ba9fbc54","target":"graph","created_at":"2026-05-18T01:18:41Z","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"},"paper":{"abstract_excerpt":"Identifying the most influential spreaders is an important issue in controlling the spreading processes in complex networks. Centrality measures are used to rank node influence in a spreading dynamics. Here we propose a node influence measure based on the centrality of a node and its neighbors' centrality, which we call the neighborhood centrality. By simulating the spreading processes in six real-world networks, we find that the neighborhood centrality greatly outperforms the basic centrality of a node such as the degree and coreness in ranking node influence and identifying the most influent","authors_text":"Ming Tang, Tao Zhou, Ying Liu, Younghae Do","cross_cats":["cs.SI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-11-02T10:59:18Z","title":"Identify influential spreaders in complex networks, the role of neighborhood"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1511.00441","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":"sha256:66cae53856a7e53644631a664d8e049de55b2caf67b70a60486680645dbfe537","target":"record","created_at":"2026-05-18T01:18:41Z","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":"16ebc317b6826a95feb2d3efed31110648ea9bab0249745ab6847e8134e3563f","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-11-02T10:59:18Z","title_canon_sha256":"43ee6eaae526c292f075b97902c807bdea0abd06991bdc0b31e5c6d234c0f196"},"schema_version":"1.0","source":{"id":"1511.00441","kind":"arxiv","version":1}},"canonical_sha256":"703b5e7c49f91231195a57e2b20ef46f533253ba78de5538bf72ff54495233d8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"703b5e7c49f91231195a57e2b20ef46f533253ba78de5538bf72ff54495233d8","first_computed_at":"2026-05-18T01:18:41.906130Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:18:41.906130Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z1yq9lHYv9WfCwzWkJJ3Z/oHEdGNMaLm6Q8x70hg+iHmzWdOTc8pPwQorkuuPZ97n6uqRe/k6xSY3rssUB64Bg==","signature_status":"signed_v1","signed_at":"2026-05-18T01:18:41.906965Z","signed_message":"canonical_sha256_bytes"},"source_id":"1511.00441","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:66cae53856a7e53644631a664d8e049de55b2caf67b70a60486680645dbfe537","sha256:9d941c7076c648840584162447aca1dcb10bf64ed909c7bfd4688041ba9fbc54"],"state_sha256":"ff3265f2a647dcb10cd6bd7d0cd9c3d3534816bc2d596250daa3656a9429f459"}