{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:CXQANZ7GPCXKMKYE7I3S7JEJFU","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":"a43a79616dd3a2b7d36eb119fcc3344594feadc989dd1a08f3e081d14e00c342","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2017-09-19T07:59:41Z","title_canon_sha256":"68bbbf98be42581d8b82543045eba792321d6b1ad1c01a51cff3cf9b1b47c7d9"},"schema_version":"1.0","source":{"id":"1709.09003","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1709.09003","created_at":"2026-05-18T00:34:21Z"},{"alias_kind":"arxiv_version","alias_value":"1709.09003v1","created_at":"2026-05-18T00:34:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1709.09003","created_at":"2026-05-18T00:34:21Z"},{"alias_kind":"pith_short_12","alias_value":"CXQANZ7GPCXK","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"CXQANZ7GPCXKMKYE","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"CXQANZ7G","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:6023803178501b08969ba73fb08636f5cd7d362159494d0177b8fb6899e2e468","target":"graph","created_at":"2026-05-18T00:34:21Z","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":"We propose an extension of the Cross Industry Standard Process for Data Mining (CRISPDM) which addresses specific challenges of machine learning and data mining for context and model reuse handling. This new general context-aware process model is mapped with CRISP-DM reference model proposing some new or enhanced outputs.","authors_text":"C\\`esar Ferri, Fernando Mart\\'inez-Plumed, Jos\\'e Hern\\'andez-Orallo, Lidia Contreras-Ochando, Mar\\'ia Jos\\'e Ram\\'irez-Quintana, Meelis Kull, Nicolas Lachiche, Peter Flach","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2017-09-19T07:59:41Z","title":"CASP-DM: Context Aware Standard Process for Data Mining"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1709.09003","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:cd7ea51ef9494ced93efa4df99da5ad6344e33d9765e2d5cf15539bc51dd05dd","target":"record","created_at":"2026-05-18T00:34:21Z","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":"a43a79616dd3a2b7d36eb119fcc3344594feadc989dd1a08f3e081d14e00c342","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2017-09-19T07:59:41Z","title_canon_sha256":"68bbbf98be42581d8b82543045eba792321d6b1ad1c01a51cff3cf9b1b47c7d9"},"schema_version":"1.0","source":{"id":"1709.09003","kind":"arxiv","version":1}},"canonical_sha256":"15e006e7e678aea62b04fa372fa4892d10a9354fa4300cdfc513fb7f4a8804ac","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"15e006e7e678aea62b04fa372fa4892d10a9354fa4300cdfc513fb7f4a8804ac","first_computed_at":"2026-05-18T00:34:21.396504Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:34:21.396504Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2dwei/o2hE9wLh/j6+FHJfBv/rmGqYDqWcTCGT1sYAX1csmpm/AKb3ePwGczCxbT7df+7SYSxm3Xg7i0jMhABQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:34:21.396894Z","signed_message":"canonical_sha256_bytes"},"source_id":"1709.09003","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cd7ea51ef9494ced93efa4df99da5ad6344e33d9765e2d5cf15539bc51dd05dd","sha256:6023803178501b08969ba73fb08636f5cd7d362159494d0177b8fb6899e2e468"],"state_sha256":"2cda098fbc47eaca9b71ecb78f5b06ca98c4f93f52fe16280faec1d3a9e002ff"}