{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2016:EIIENW5UQRZGGRA2KBINFVQKPZ","short_pith_number":"pith:EIIENW5U","schema_version":"1.0","canonical_sha256":"221046dbb4847263441a5050d2d60a7e7df77ab38e0b2f611f96bee4f02f8302","source":{"kind":"arxiv","id":"1602.01003","version":2},"attestation_state":"computed","paper":{"title":"Using Node Centrality and Optimal Control to Maximize Information Diffusion in Social Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.MA","cs.SY","math.OC","physics.soc-ph"],"primary_cat":"cs.SI","authors_text":"Joy Kuri, Kundan Kandhway","submitted_at":"2016-02-02T16:36:40Z","abstract_excerpt":"We model information dissemination as a susceptible-infected epidemic process and formulate a problem to jointly optimize seeds for the epidemic and time varying resource allocation over the period of a fixed duration campaign running on a social network with a given adjacency matrix. Individuals in the network are grouped according to their centrality measure and each group is influenced by an external control function---implemented through advertisements---during the campaign duration. The aim is to maximize an objective function which is a linear combination of the reward due to the fractio"},"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":"1602.01003","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-02-02T16:36:40Z","cross_cats_sorted":["cs.MA","cs.SY","math.OC","physics.soc-ph"],"title_canon_sha256":"5fb9325c0b3f75e4fc24a60ba3c01533e0e971440c67592224f73e6b53be593a","abstract_canon_sha256":"44dc335342f31dbc7a026c1f1efd7237de1be52228880b36198daf8e3d68ebeb"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:41:23.224672Z","signature_b64":"hqjwiL8m+MwqaGlMOMlPc3cjLxHJ/ioICBTS1RXLXcu8z1kmT6ZmE4d/t2cMtJ0uqWhrl02QmfVIhrBbGG0aAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"221046dbb4847263441a5050d2d60a7e7df77ab38e0b2f611f96bee4f02f8302","last_reissued_at":"2026-05-18T00:41:23.224083Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:41:23.224083Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Using Node Centrality and Optimal Control to Maximize Information Diffusion in Social Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.MA","cs.SY","math.OC","physics.soc-ph"],"primary_cat":"cs.SI","authors_text":"Joy Kuri, Kundan Kandhway","submitted_at":"2016-02-02T16:36:40Z","abstract_excerpt":"We model information dissemination as a susceptible-infected epidemic process and formulate a problem to jointly optimize seeds for the epidemic and time varying resource allocation over the period of a fixed duration campaign running on a social network with a given adjacency matrix. Individuals in the network are grouped according to their centrality measure and each group is influenced by an external control function---implemented through advertisements---during the campaign duration. The aim is to maximize an objective function which is a linear combination of the reward due to the fractio"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1602.01003","kind":"arxiv","version":2},"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":"1602.01003","created_at":"2026-05-18T00:41:23.224164+00:00"},{"alias_kind":"arxiv_version","alias_value":"1602.01003v2","created_at":"2026-05-18T00:41:23.224164+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1602.01003","created_at":"2026-05-18T00:41:23.224164+00:00"},{"alias_kind":"pith_short_12","alias_value":"EIIENW5UQRZG","created_at":"2026-05-18T12:30:12.583610+00:00"},{"alias_kind":"pith_short_16","alias_value":"EIIENW5UQRZGGRA2","created_at":"2026-05-18T12:30:12.583610+00:00"},{"alias_kind":"pith_short_8","alias_value":"EIIENW5U","created_at":"2026-05-18T12:30:12.583610+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/EIIENW5UQRZGGRA2KBINFVQKPZ","json":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ.json","graph_json":"https://pith.science/api/pith-number/EIIENW5UQRZGGRA2KBINFVQKPZ/graph.json","events_json":"https://pith.science/api/pith-number/EIIENW5UQRZGGRA2KBINFVQKPZ/events.json","paper":"https://pith.science/paper/EIIENW5U"},"agent_actions":{"view_html":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ","download_json":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ.json","view_paper":"https://pith.science/paper/EIIENW5U","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1602.01003&json=true","fetch_graph":"https://pith.science/api/pith-number/EIIENW5UQRZGGRA2KBINFVQKPZ/graph.json","fetch_events":"https://pith.science/api/pith-number/EIIENW5UQRZGGRA2KBINFVQKPZ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ/action/storage_attestation","attest_author":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ/action/author_attestation","sign_citation":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ/action/citation_signature","submit_replication":"https://pith.science/pith/EIIENW5UQRZGGRA2KBINFVQKPZ/action/replication_record"}},"created_at":"2026-05-18T00:41:23.224164+00:00","updated_at":"2026-05-18T00:41:23.224164+00:00"}