{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:NQ43SON7DNHN6RHQ55BS2DNXJT","short_pith_number":"pith:NQ43SON7","schema_version":"1.0","canonical_sha256":"6c39b939bf1b4edf44f0ef432d0db74cc53096a1f69a00856b1c044ffb5d70c5","source":{"kind":"arxiv","id":"1407.3552","version":1},"attestation_state":"computed","paper":{"title":"Identifying Social Satisfaction from Social Media","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI","physics.soc-ph"],"primary_cat":"cs.CY","authors_text":"Bibo Hao, Rui Gao, Sha Yuan, Shuotian Bai, Tingshao Zhu","submitted_at":"2014-07-14T07:36:45Z","abstract_excerpt":"We demonstrate the critical need to identify social situation and instability factors by acquiring public social satisfaction in this research. However, subject to the large amount of manual work cost in subject recruitment and data processing, conventional self-reported method cannot be implemented in real time or applied in large scale investigation. To solve the problem, this paper proposed an approach to predict users' social satisfaction, especially for the economy-related satisfaction based on users' social media records. We recruited 2,018 Cantonese active participants from each city in"},"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":"1407.3552","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2014-07-14T07:36:45Z","cross_cats_sorted":["cs.SI","physics.soc-ph"],"title_canon_sha256":"3f7a50767cda9e8115fe01a760dcf9a7b92a0ca9339244f1621331edddc7df84","abstract_canon_sha256":"87a30f625148882b973f6d946910ac1a30f4c0cf5a558f5fb7f9d4c4f8565bfd"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:47:42.503127Z","signature_b64":"tDqN7ZQUx74d7x3ZUyHhovyw/voQn9fSg91DDS5job9TG5OqIwlPi2bUIKTYc9Or5+1Cx595EEYY64wQ7fijBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6c39b939bf1b4edf44f0ef432d0db74cc53096a1f69a00856b1c044ffb5d70c5","last_reissued_at":"2026-05-18T02:47:42.502294Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:47:42.502294Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Identifying Social Satisfaction from Social Media","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI","physics.soc-ph"],"primary_cat":"cs.CY","authors_text":"Bibo Hao, Rui Gao, Sha Yuan, Shuotian Bai, Tingshao Zhu","submitted_at":"2014-07-14T07:36:45Z","abstract_excerpt":"We demonstrate the critical need to identify social situation and instability factors by acquiring public social satisfaction in this research. However, subject to the large amount of manual work cost in subject recruitment and data processing, conventional self-reported method cannot be implemented in real time or applied in large scale investigation. To solve the problem, this paper proposed an approach to predict users' social satisfaction, especially for the economy-related satisfaction based on users' social media records. We recruited 2,018 Cantonese active participants from each city in"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1407.3552","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":"1407.3552","created_at":"2026-05-18T02:47:42.502451+00:00"},{"alias_kind":"arxiv_version","alias_value":"1407.3552v1","created_at":"2026-05-18T02:47:42.502451+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1407.3552","created_at":"2026-05-18T02:47:42.502451+00:00"},{"alias_kind":"pith_short_12","alias_value":"NQ43SON7DNHN","created_at":"2026-05-18T12:28:41.024544+00:00"},{"alias_kind":"pith_short_16","alias_value":"NQ43SON7DNHN6RHQ","created_at":"2026-05-18T12:28:41.024544+00:00"},{"alias_kind":"pith_short_8","alias_value":"NQ43SON7","created_at":"2026-05-18T12:28:41.024544+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/NQ43SON7DNHN6RHQ55BS2DNXJT","json":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT.json","graph_json":"https://pith.science/api/pith-number/NQ43SON7DNHN6RHQ55BS2DNXJT/graph.json","events_json":"https://pith.science/api/pith-number/NQ43SON7DNHN6RHQ55BS2DNXJT/events.json","paper":"https://pith.science/paper/NQ43SON7"},"agent_actions":{"view_html":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT","download_json":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT.json","view_paper":"https://pith.science/paper/NQ43SON7","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1407.3552&json=true","fetch_graph":"https://pith.science/api/pith-number/NQ43SON7DNHN6RHQ55BS2DNXJT/graph.json","fetch_events":"https://pith.science/api/pith-number/NQ43SON7DNHN6RHQ55BS2DNXJT/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT/action/timestamp_anchor","attest_storage":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT/action/storage_attestation","attest_author":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT/action/author_attestation","sign_citation":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT/action/citation_signature","submit_replication":"https://pith.science/pith/NQ43SON7DNHN6RHQ55BS2DNXJT/action/replication_record"}},"created_at":"2026-05-18T02:47:42.502451+00:00","updated_at":"2026-05-18T02:47:42.502451+00:00"}