{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2007:GAGJYVTSFHJUNHEWRTMIVZIQZH","short_pith_number":"pith:GAGJYVTS","canonical_record":{"source":{"id":"math/0702866","kind":"arxiv","version":2},"metadata":{"license":"","primary_cat":"math.ST","submitted_at":"2007-02-28T08:02:35Z","cross_cats_sorted":["cs.NE","stat.TH"],"title_canon_sha256":"77acf3d2e6335e10571a7aad667d60da3c95cf21a596640a5237c20593f37501","abstract_canon_sha256":"c6787c6191fca116aafb2235d90c30188cba7fb513a5163ad62b0f49d6effde8"},"schema_version":"1.0"},"canonical_sha256":"300c9c567229d3469c968cd88ae510c9caa4fb72cac4b1fa1c680d3efd8cee76","source":{"kind":"arxiv","id":"math/0702866","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"math/0702866","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"arxiv_version","alias_value":"math/0702866v2","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.math/0702866","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"pith_short_12","alias_value":"GAGJYVTSFHJU","created_at":"2026-05-18T12:25:55Z"},{"alias_kind":"pith_short_16","alias_value":"GAGJYVTSFHJUNHEW","created_at":"2026-05-18T12:25:55Z"},{"alias_kind":"pith_short_8","alias_value":"GAGJYVTS","created_at":"2026-05-18T12:25:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2007:GAGJYVTSFHJUNHEWRTMIVZIQZH","target":"record","payload":{"canonical_record":{"source":{"id":"math/0702866","kind":"arxiv","version":2},"metadata":{"license":"","primary_cat":"math.ST","submitted_at":"2007-02-28T08:02:35Z","cross_cats_sorted":["cs.NE","stat.TH"],"title_canon_sha256":"77acf3d2e6335e10571a7aad667d60da3c95cf21a596640a5237c20593f37501","abstract_canon_sha256":"c6787c6191fca116aafb2235d90c30188cba7fb513a5163ad62b0f49d6effde8"},"schema_version":"1.0"},"canonical_sha256":"300c9c567229d3469c968cd88ae510c9caa4fb72cac4b1fa1c680d3efd8cee76","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:09:15.317638Z","signature_b64":"/Zf5DrCFVzhaIfGr3so8PlCsfKymvAqL15jmj8CQ2C7Wl6rWoNQn/l5bi79TMKooX6kMaSwmwbz+DVo25/GkDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"300c9c567229d3469c968cd88ae510c9caa4fb72cac4b1fa1c680d3efd8cee76","last_reissued_at":"2026-05-18T01:09:15.317101Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:09:15.317101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"math/0702866","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":"2026-05-18T01:09:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GRPqonwr8TQhVlMuMIZQkuiG2fghYw32KxwVUuoAw/QtBsT4UjbZ7lyhbK6WlSVrVTM/AI8jwIqOXxexrTN8Ag==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T21:58:01.445756Z"},"content_sha256":"d8e4305af286d52874927a2b5687c80bced991da6c5be04af7778903ce18fa97","schema_version":"1.0","event_id":"sha256:d8e4305af286d52874927a2b5687c80bced991da6c5be04af7778903ce18fa97"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2007:GAGJYVTSFHJUNHEWRTMIVZIQZH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Consumer Profile Identification and Allocation","license":"","headline":"","cross_cats":["cs.NE","stat.TH"],"primary_cat":"math.ST","authors_text":"CES), Eric Esposito (RDD GDF), Marie Cottrell (SAMOS, Patrick Letr\\'emy (SAMOS, Sally Showk (RDD GDF), Val\\'erie Laffite (RDD GDF)","submitted_at":"2007-02-28T08:02:35Z","abstract_excerpt":"We propose an easy-to-use methodology to allocate one of the groups which have been previously built from a complete learning data base, to new individuals. The learning data base contains continuous and categorical variables for each individual. The groups (clusters) are built by using only the continuous variables and described with the help of the categorical ones. For the new individuals, only the categorical variables are available, and it is necessary to define a model which computes the probabilities to belong to each of the clusters, by using only the categorical variables. Then this m"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"math/0702866","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":"2026-05-18T01:09:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bFXKndrsT9h1/5Nd5nJy0h0pWrRfUDhwBXCQ+AbgWbOYfI4hNZB+UkBt8aEyf6PbNF9Xk1EqwoprD7tEK5xFCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T21:58:01.446105Z"},"content_sha256":"c57e766b4ef3ada853d08e64cfaf7786023f8ad6a3d14e4398e59e9fa7b19b1a","schema_version":"1.0","event_id":"sha256:c57e766b4ef3ada853d08e64cfaf7786023f8ad6a3d14e4398e59e9fa7b19b1a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/bundle.json","state_url":"https://pith.science/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/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":"2026-06-21T21:58:01Z","links":{"resolver":"https://pith.science/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH","bundle":"https://pith.science/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/bundle.json","state":"https://pith.science/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GAGJYVTSFHJUNHEWRTMIVZIQZH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2007:GAGJYVTSFHJUNHEWRTMIVZIQZH","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":"c6787c6191fca116aafb2235d90c30188cba7fb513a5163ad62b0f49d6effde8","cross_cats_sorted":["cs.NE","stat.TH"],"license":"","primary_cat":"math.ST","submitted_at":"2007-02-28T08:02:35Z","title_canon_sha256":"77acf3d2e6335e10571a7aad667d60da3c95cf21a596640a5237c20593f37501"},"schema_version":"1.0","source":{"id":"math/0702866","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"math/0702866","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"arxiv_version","alias_value":"math/0702866v2","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.math/0702866","created_at":"2026-05-18T01:09:15Z"},{"alias_kind":"pith_short_12","alias_value":"GAGJYVTSFHJU","created_at":"2026-05-18T12:25:55Z"},{"alias_kind":"pith_short_16","alias_value":"GAGJYVTSFHJUNHEW","created_at":"2026-05-18T12:25:55Z"},{"alias_kind":"pith_short_8","alias_value":"GAGJYVTS","created_at":"2026-05-18T12:25:55Z"}],"graph_snapshots":[{"event_id":"sha256:c57e766b4ef3ada853d08e64cfaf7786023f8ad6a3d14e4398e59e9fa7b19b1a","target":"graph","created_at":"2026-05-18T01:09:15Z","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 easy-to-use methodology to allocate one of the groups which have been previously built from a complete learning data base, to new individuals. The learning data base contains continuous and categorical variables for each individual. The groups (clusters) are built by using only the continuous variables and described with the help of the categorical ones. For the new individuals, only the categorical variables are available, and it is necessary to define a model which computes the probabilities to belong to each of the clusters, by using only the categorical variables. Then this m","authors_text":"CES), Eric Esposito (RDD GDF), Marie Cottrell (SAMOS, Patrick Letr\\'emy (SAMOS, Sally Showk (RDD GDF), Val\\'erie Laffite (RDD GDF)","cross_cats":["cs.NE","stat.TH"],"headline":"","license":"","primary_cat":"math.ST","submitted_at":"2007-02-28T08:02:35Z","title":"Consumer Profile Identification and Allocation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"math/0702866","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:d8e4305af286d52874927a2b5687c80bced991da6c5be04af7778903ce18fa97","target":"record","created_at":"2026-05-18T01:09:15Z","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":"c6787c6191fca116aafb2235d90c30188cba7fb513a5163ad62b0f49d6effde8","cross_cats_sorted":["cs.NE","stat.TH"],"license":"","primary_cat":"math.ST","submitted_at":"2007-02-28T08:02:35Z","title_canon_sha256":"77acf3d2e6335e10571a7aad667d60da3c95cf21a596640a5237c20593f37501"},"schema_version":"1.0","source":{"id":"math/0702866","kind":"arxiv","version":2}},"canonical_sha256":"300c9c567229d3469c968cd88ae510c9caa4fb72cac4b1fa1c680d3efd8cee76","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"300c9c567229d3469c968cd88ae510c9caa4fb72cac4b1fa1c680d3efd8cee76","first_computed_at":"2026-05-18T01:09:15.317101Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:09:15.317101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/Zf5DrCFVzhaIfGr3so8PlCsfKymvAqL15jmj8CQ2C7Wl6rWoNQn/l5bi79TMKooX6kMaSwmwbz+DVo25/GkDw==","signature_status":"signed_v1","signed_at":"2026-05-18T01:09:15.317638Z","signed_message":"canonical_sha256_bytes"},"source_id":"math/0702866","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d8e4305af286d52874927a2b5687c80bced991da6c5be04af7778903ce18fa97","sha256:c57e766b4ef3ada853d08e64cfaf7786023f8ad6a3d14e4398e59e9fa7b19b1a"],"state_sha256":"cd604287b89d8269b12303865d91027788459e2944dd38c9752d44d69c15c6e4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/klhnEHYSWjfrV0P2t7jXJPI/pa0XiRD2wxfUj0r4acADYspbIPWDlEQFEOBB7FaFkHj4I+uHDxX6lSHIBLNBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-21T21:58:01.447979Z","bundle_sha256":"c00608ca454d8209aff795e51ad5f8835164a33390896211f5c3a53eb03b5295"}}