{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:BGITS2AT55XNZQNB4FCGEEPMAA","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":"75d91706d35f7a3bb7a9bf1101426dfdad7a50cb65f96e210255e1bf9574aba5","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-04-08T12:26:09Z","title_canon_sha256":"05245f2b25042f67a3692feab4e76af151c49bf8d01ebc96fc6bd99de0cf3c4a"},"schema_version":"1.0","source":{"id":"1504.01934","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1504.01934","created_at":"2026-05-18T02:19:17Z"},{"alias_kind":"arxiv_version","alias_value":"1504.01934v1","created_at":"2026-05-18T02:19:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1504.01934","created_at":"2026-05-18T02:19:17Z"},{"alias_kind":"pith_short_12","alias_value":"BGITS2AT55XN","created_at":"2026-05-18T12:29:14Z"},{"alias_kind":"pith_short_16","alias_value":"BGITS2AT55XNZQNB","created_at":"2026-05-18T12:29:14Z"},{"alias_kind":"pith_short_8","alias_value":"BGITS2AT","created_at":"2026-05-18T12:29:14Z"}],"graph_snapshots":[{"event_id":"sha256:dccc0d5dc62e960bef7a90e7493260c188d16b04eda7dad06732bc727c9402d0","target":"graph","created_at":"2026-05-18T02:19:17Z","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":"The recruitment of new personnel is one of the most essential business processes which affect the quality of human capital within any company. It is highly essential for the companies to ensure the recruitment of right talent to maintain a competitive edge over the others in the market. However IT companies often face a problem while recruiting new people for their ongoing projects due to lack of a proper framework that defines a criteria for the selection process. In this paper we aim to develop a framework that would allow any project manager to take the right decision for selecting new tale","authors_text":"Anubhav Gupta, Gaurav Singh Thakur, Sangita Gupta","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-04-08T12:26:09Z","title":"Data Mining for Prediction of Human Performance Capability in the Software-Industry"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1504.01934","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":"sha256:457727e95ce24a46693b93f62a3fa2cc7995efb53bc5bfa6a631bdae7b815f83","target":"record","created_at":"2026-05-18T02:19:17Z","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":"75d91706d35f7a3bb7a9bf1101426dfdad7a50cb65f96e210255e1bf9574aba5","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-04-08T12:26:09Z","title_canon_sha256":"05245f2b25042f67a3692feab4e76af151c49bf8d01ebc96fc6bd99de0cf3c4a"},"schema_version":"1.0","source":{"id":"1504.01934","kind":"arxiv","version":1}},"canonical_sha256":"0991396813ef6edcc1a1e1446211ec000dd7088fa640852a0b90452605ec1dc6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0991396813ef6edcc1a1e1446211ec000dd7088fa640852a0b90452605ec1dc6","first_computed_at":"2026-05-18T02:19:17.772977Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:19:17.772977Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cT6UTnBj4eV8+oWcncD651tXvaKoVlL4mhZpxOnKfchi7je0sJ+0HQC0Zk6hnP/Z3pSVu0d/wI58Guk5oECRBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T02:19:17.773468Z","signed_message":"canonical_sha256_bytes"},"source_id":"1504.01934","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:457727e95ce24a46693b93f62a3fa2cc7995efb53bc5bfa6a631bdae7b815f83","sha256:dccc0d5dc62e960bef7a90e7493260c188d16b04eda7dad06732bc727c9402d0"],"state_sha256":"47172497dbc2d2e16cf91fe7f16e6fe8ec33856bf8d000effbb8145a4e3757c1"}