{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:JXDSNHXYRWIC3OWCPIAT3MMW22","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":"77d32207cfd64995d2f538ed87aaf683d90f7b05426ecdc128e513837f89eab2","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2016-02-16T07:10:42Z","title_canon_sha256":"efea004837df422def8d3038aeb17e64472c758fd7a72af29ff5d35e6beb2d39"},"schema_version":"1.0","source":{"id":"1602.04924","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1602.04924","created_at":"2026-05-18T01:20:37Z"},{"alias_kind":"arxiv_version","alias_value":"1602.04924v1","created_at":"2026-05-18T01:20:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1602.04924","created_at":"2026-05-18T01:20:37Z"},{"alias_kind":"pith_short_12","alias_value":"JXDSNHXYRWIC","created_at":"2026-05-18T12:30:25Z"},{"alias_kind":"pith_short_16","alias_value":"JXDSNHXYRWIC3OWC","created_at":"2026-05-18T12:30:25Z"},{"alias_kind":"pith_short_8","alias_value":"JXDSNHXY","created_at":"2026-05-18T12:30:25Z"}],"graph_snapshots":[{"event_id":"sha256:34104e00786a4f5426fdcd416dbf7a70de97d0257766ae5f992bb3c3d2928dcb","target":"graph","created_at":"2026-05-18T01:20:37Z","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":"LinkedIn has grown to become a platform hosting diverse sources of information ranging from member profiles, jobs, professional groups, slideshows etc. Given the existence of multiple sources, when a member issues a query like \"software engineer\", the member could look for software engineer profiles, jobs or professional groups. To tackle this problem, we exploit a data-driven approach that extracts searcher intents from their profile data and recent activities at a large scale. The intents such as job seeking, hiring, content consuming are used to construct features to personalize federated s","authors_text":"Dhruv Arya, Shakti Sinha, Viet Ha-Thuc","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2016-02-16T07:10:42Z","title":"Personalized Federated Search at LinkedIn"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1602.04924","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":"sha256:0fb91947b96a6a562ea715b719a48cc878c3259d59294e6b7339e23b75c6ea62","target":"record","created_at":"2026-05-18T01:20:37Z","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":"77d32207cfd64995d2f538ed87aaf683d90f7b05426ecdc128e513837f89eab2","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2016-02-16T07:10:42Z","title_canon_sha256":"efea004837df422def8d3038aeb17e64472c758fd7a72af29ff5d35e6beb2d39"},"schema_version":"1.0","source":{"id":"1602.04924","kind":"arxiv","version":1}},"canonical_sha256":"4dc7269ef88d902dbac27a013db196d6a913347fdf5f000b46e5afdc73548fcf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4dc7269ef88d902dbac27a013db196d6a913347fdf5f000b46e5afdc73548fcf","first_computed_at":"2026-05-18T01:20:37.843036Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:20:37.843036Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qZDwI33BQhWTccVrSW+h7KJ/fvU81LJcjD/A8srmYDDKr0I4aEv3vdtIy3NcwVo0hkAsRm6bYYSYtJU75KiWDw==","signature_status":"signed_v1","signed_at":"2026-05-18T01:20:37.843440Z","signed_message":"canonical_sha256_bytes"},"source_id":"1602.04924","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0fb91947b96a6a562ea715b719a48cc878c3259d59294e6b7339e23b75c6ea62","sha256:34104e00786a4f5426fdcd416dbf7a70de97d0257766ae5f992bb3c3d2928dcb"],"state_sha256":"9d15ecc3c5fff1fc65bc59f09989c2953872463d25ea46daca4d69dc4cc6079a"}