{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:P5ZO7JLKYGVROLUBXIUU5TJQYJ","short_pith_number":"pith:P5ZO7JLK","canonical_record":{"source":{"id":"1302.5235","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-02-21T10:06:35Z","cross_cats_sorted":["physics.soc-ph"],"title_canon_sha256":"346a2842dfea1ca3648e907d66e21bf10e696e6e888799c329f50f448b78d4af","abstract_canon_sha256":"045bff70f5b0f5d3c22e5383ae80426cb56f599f9ff409c1a091f1881f5b1cf6"},"schema_version":"1.0"},"canonical_sha256":"7f72efa56ac1ab172e81ba294ecd30c24cf10fe981f572f305e746fb8193a4a5","source":{"kind":"arxiv","id":"1302.5235","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1302.5235","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"arxiv_version","alias_value":"1302.5235v2","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1302.5235","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"pith_short_12","alias_value":"P5ZO7JLKYGVR","created_at":"2026-05-18T12:27:54Z"},{"alias_kind":"pith_short_16","alias_value":"P5ZO7JLKYGVROLUB","created_at":"2026-05-18T12:27:54Z"},{"alias_kind":"pith_short_8","alias_value":"P5ZO7JLK","created_at":"2026-05-18T12:27:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:P5ZO7JLKYGVROLUBXIUU5TJQYJ","target":"record","payload":{"canonical_record":{"source":{"id":"1302.5235","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-02-21T10:06:35Z","cross_cats_sorted":["physics.soc-ph"],"title_canon_sha256":"346a2842dfea1ca3648e907d66e21bf10e696e6e888799c329f50f448b78d4af","abstract_canon_sha256":"045bff70f5b0f5d3c22e5383ae80426cb56f599f9ff409c1a091f1881f5b1cf6"},"schema_version":"1.0"},"canonical_sha256":"7f72efa56ac1ab172e81ba294ecd30c24cf10fe981f572f305e746fb8193a4a5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:30:01.951723Z","signature_b64":"tbP7IdXsX3XXjYbgAozX8zCMwjM/y01LMDc5wF/iE8v3CWTImbnINnh+x5veryq0PWki2yMt3T9ScJ6i650bDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7f72efa56ac1ab172e81ba294ecd30c24cf10fe981f572f305e746fb8193a4a5","last_reissued_at":"2026-05-18T03:30:01.951077Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:30:01.951077Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1302.5235","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:30:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Q5PCDEFnq9KsHOJSo/itQOiXanjBKHyedAUUWAxq7ITPfZHzXIDMou9xFX4EcmpKWDDlR+qAbPzuwaM99Qo1CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T18:41:41.249472Z"},"content_sha256":"4124844c9ef3475aeecac6aa7e6c2f500f7199220be1e1b3f860fba05559e574","schema_version":"1.0","event_id":"sha256:4124844c9ef3475aeecac6aa7e6c2f500f7199220be1e1b3f860fba05559e574"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:P5ZO7JLKYGVROLUBXIUU5TJQYJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Predicting the Temporal Dynamics of Information Diffusion in Social Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.soc-ph"],"primary_cat":"cs.SI","authors_text":"Adrien Guille, C\\'ecile Favre, Hakim Hacid","submitted_at":"2013-02-21T10:06:35Z","abstract_excerpt":"Online social networks play a major role in the spread of information at very large scale and it becomes essential to provide means to analyse this phenomenon. In this paper we address the issue of predicting the temporal dynamics of the information diffusion process. We develop a graph-based approach built on the assumption that the macroscopic dynamics of the spreading process are explained by the topology of the network and the interactions that occur through it, between pairs of users, on the basis of properties at the microscopic level. We introduce a generic model, called T-BaSIC, and de"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1302.5235","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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:30:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yVxU/xrZEMxT/91naNDxHFa00mx88HHMhooLt+xuVwXfhGeTBW81XatDvi6aXvNyw0goNo5KF1UlBUJUrz1nCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T18:41:41.250164Z"},"content_sha256":"37d3c4f88ddd73fa89222d0d8e2a7cb7ede65c24f5811b3217eee0faa7393c36","schema_version":"1.0","event_id":"sha256:37d3c4f88ddd73fa89222d0d8e2a7cb7ede65c24f5811b3217eee0faa7393c36"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/bundle.json","state_url":"https://pith.science/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-31T18:41:41Z","links":{"resolver":"https://pith.science/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ","bundle":"https://pith.science/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/bundle.json","state":"https://pith.science/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/P5ZO7JLKYGVROLUBXIUU5TJQYJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:P5ZO7JLKYGVROLUBXIUU5TJQYJ","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":"045bff70f5b0f5d3c22e5383ae80426cb56f599f9ff409c1a091f1881f5b1cf6","cross_cats_sorted":["physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-02-21T10:06:35Z","title_canon_sha256":"346a2842dfea1ca3648e907d66e21bf10e696e6e888799c329f50f448b78d4af"},"schema_version":"1.0","source":{"id":"1302.5235","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1302.5235","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"arxiv_version","alias_value":"1302.5235v2","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1302.5235","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"pith_short_12","alias_value":"P5ZO7JLKYGVR","created_at":"2026-05-18T12:27:54Z"},{"alias_kind":"pith_short_16","alias_value":"P5ZO7JLKYGVROLUB","created_at":"2026-05-18T12:27:54Z"},{"alias_kind":"pith_short_8","alias_value":"P5ZO7JLK","created_at":"2026-05-18T12:27:54Z"}],"graph_snapshots":[{"event_id":"sha256:37d3c4f88ddd73fa89222d0d8e2a7cb7ede65c24f5811b3217eee0faa7393c36","target":"graph","created_at":"2026-05-18T03:30:01Z","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":"Online social networks play a major role in the spread of information at very large scale and it becomes essential to provide means to analyse this phenomenon. In this paper we address the issue of predicting the temporal dynamics of the information diffusion process. We develop a graph-based approach built on the assumption that the macroscopic dynamics of the spreading process are explained by the topology of the network and the interactions that occur through it, between pairs of users, on the basis of properties at the microscopic level. We introduce a generic model, called T-BaSIC, and de","authors_text":"Adrien Guille, C\\'ecile Favre, Hakim Hacid","cross_cats":["physics.soc-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-02-21T10:06:35Z","title":"Predicting the Temporal Dynamics of Information Diffusion in Social Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1302.5235","kind":"arxiv","version":2},"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":"sha256:4124844c9ef3475aeecac6aa7e6c2f500f7199220be1e1b3f860fba05559e574","target":"record","created_at":"2026-05-18T03:30:01Z","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":"045bff70f5b0f5d3c22e5383ae80426cb56f599f9ff409c1a091f1881f5b1cf6","cross_cats_sorted":["physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-02-21T10:06:35Z","title_canon_sha256":"346a2842dfea1ca3648e907d66e21bf10e696e6e888799c329f50f448b78d4af"},"schema_version":"1.0","source":{"id":"1302.5235","kind":"arxiv","version":2}},"canonical_sha256":"7f72efa56ac1ab172e81ba294ecd30c24cf10fe981f572f305e746fb8193a4a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7f72efa56ac1ab172e81ba294ecd30c24cf10fe981f572f305e746fb8193a4a5","first_computed_at":"2026-05-18T03:30:01.951077Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:30:01.951077Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tbP7IdXsX3XXjYbgAozX8zCMwjM/y01LMDc5wF/iE8v3CWTImbnINnh+x5veryq0PWki2yMt3T9ScJ6i650bDA==","signature_status":"signed_v1","signed_at":"2026-05-18T03:30:01.951723Z","signed_message":"canonical_sha256_bytes"},"source_id":"1302.5235","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4124844c9ef3475aeecac6aa7e6c2f500f7199220be1e1b3f860fba05559e574","sha256:37d3c4f88ddd73fa89222d0d8e2a7cb7ede65c24f5811b3217eee0faa7393c36"],"state_sha256":"9726750f60549607a98a53648b3aa975934888e980df03c60773450cac5df603"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"c9yyYTGIe86Pz4expXYYRYOY7phcnz3D2yNNtFc2EjV2dyFsKnDb4aYi7ZVoJaSLhXDM8s0sX04M8tzzCf/kBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-31T18:41:41.254049Z","bundle_sha256":"bbf841184c020f589f9b28a87b08bfafb1abd15500a392eba9d79cc7030a0efa"}}