{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:URMSMFJEGHCPAYMBNZAKX4CBHJ","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":"4d812bbb0791400519ed763a8da39aaa11ccbc0ee4c2f4a82898c787f7bc1d0f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-01-10T16:23:53Z","title_canon_sha256":"a362affe38902509159ad1afb0ae3fdd47ed2174a2ac7691f59f8e0235c27b1e"},"schema_version":"1.0","source":{"id":"1301.2274","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1301.2274","created_at":"2026-05-18T03:36:45Z"},{"alias_kind":"arxiv_version","alias_value":"1301.2274v1","created_at":"2026-05-18T03:36:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1301.2274","created_at":"2026-05-18T03:36:45Z"},{"alias_kind":"pith_short_12","alias_value":"URMSMFJEGHCP","created_at":"2026-05-18T12:28:02Z"},{"alias_kind":"pith_short_16","alias_value":"URMSMFJEGHCPAYMB","created_at":"2026-05-18T12:28:02Z"},{"alias_kind":"pith_short_8","alias_value":"URMSMFJE","created_at":"2026-05-18T12:28:02Z"}],"graph_snapshots":[{"event_id":"sha256:75c81f1c89f04abff339393ff4e8c60b36dd72318b02bfea9e45d38c44c9ed13","target":"graph","created_at":"2026-05-18T03:36:45Z","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":"In previous work cite{Ha98:Towards} we presented a case-based approach to eliciting and reasoning with preferences. A key issue in this approach is the definition of similarity between user preferences. We introduced the probabilistic distance as a measure of similarity on user preferences, and provided an algorithm to compute the distance between two partially specified {em value} functions. This is for the case of decision making under {em certainty}. In this paper we address the more challenging issue of computing the probabilistic distance in the case of decision making under{em uncertaint","authors_text":"John Miyamoto, Peter Haddawy, Vu A. Ha","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-01-10T16:23:53Z","title":"Similarity Measures on Preference Structures, Part II: Utility Functions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1301.2274","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":"sha256:0ae985752564062ac0a2fc381d654e648cd97f9114e3c1f390f3759e5c216815","target":"record","created_at":"2026-05-18T03:36:45Z","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":"4d812bbb0791400519ed763a8da39aaa11ccbc0ee4c2f4a82898c787f7bc1d0f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-01-10T16:23:53Z","title_canon_sha256":"a362affe38902509159ad1afb0ae3fdd47ed2174a2ac7691f59f8e0235c27b1e"},"schema_version":"1.0","source":{"id":"1301.2274","kind":"arxiv","version":1}},"canonical_sha256":"a45926152431c4f061816e40abf0413a593f8cec291aab97aa067542d5c71a1b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a45926152431c4f061816e40abf0413a593f8cec291aab97aa067542d5c71a1b","first_computed_at":"2026-05-18T03:36:45.680586Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:36:45.680586Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"r+x+V+adMKe8whLXuSlJeyc+/G0OwmtZhl2KymUbrhUspNPvRl5BnRupdW3Yg7jA54blyrhgIvWxGLqwRRNiCg==","signature_status":"signed_v1","signed_at":"2026-05-18T03:36:45.681268Z","signed_message":"canonical_sha256_bytes"},"source_id":"1301.2274","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0ae985752564062ac0a2fc381d654e648cd97f9114e3c1f390f3759e5c216815","sha256:75c81f1c89f04abff339393ff4e8c60b36dd72318b02bfea9e45d38c44c9ed13"],"state_sha256":"914e1cd590f3040ecbf264938ca1cfd189ed52808574ca1a94fdfd0e72a2a8f2"}