{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:RD3TNBW2HW3LNJV2VRC7LWHHRF","short_pith_number":"pith:RD3TNBW2","canonical_record":{"source":{"id":"1706.06328","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-06-20T09:03:53Z","cross_cats_sorted":[],"title_canon_sha256":"8dc4bf755382a6b0f1f4d36f7b6ffa81b7f6b9d39d82a1d274f203a21ca20046","abstract_canon_sha256":"6f02ad06f45414e12f7db581bb45cbcfd9362f3317c436cf81460f3d57b86a5e"},"schema_version":"1.0"},"canonical_sha256":"88f73686da3db6b6a6baac45f5d8e78949b82f9eda107d4ae0686bc268d8930a","source":{"kind":"arxiv","id":"1706.06328","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1706.06328","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"arxiv_version","alias_value":"1706.06328v1","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1706.06328","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"pith_short_12","alias_value":"RD3TNBW2HW3L","created_at":"2026-05-18T12:31:39Z"},{"alias_kind":"pith_short_16","alias_value":"RD3TNBW2HW3LNJV2","created_at":"2026-05-18T12:31:39Z"},{"alias_kind":"pith_short_8","alias_value":"RD3TNBW2","created_at":"2026-05-18T12:31:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:RD3TNBW2HW3LNJV2VRC7LWHHRF","target":"record","payload":{"canonical_record":{"source":{"id":"1706.06328","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-06-20T09:03:53Z","cross_cats_sorted":[],"title_canon_sha256":"8dc4bf755382a6b0f1f4d36f7b6ffa81b7f6b9d39d82a1d274f203a21ca20046","abstract_canon_sha256":"6f02ad06f45414e12f7db581bb45cbcfd9362f3317c436cf81460f3d57b86a5e"},"schema_version":"1.0"},"canonical_sha256":"88f73686da3db6b6a6baac45f5d8e78949b82f9eda107d4ae0686bc268d8930a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:42:03.578227Z","signature_b64":"2gm0rmnEAUMEeXtS7vyjSlvcZj/HJls4XXqNRoO+61ukDwfvYg8LrZeeXvyvsWjQjyJozJiH4Myp8m9kxxZdCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"88f73686da3db6b6a6baac45f5d8e78949b82f9eda107d4ae0686bc268d8930a","last_reissued_at":"2026-05-18T00:42:03.577419Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:42:03.577419Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1706.06328","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:42:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SLDKEGyK0EE0h3JWJ4o6SJjeDF09c3gzH+gw4b/Ho0Iq3l4vC6/u0n4ourECzQTEQGz0y52y5QZg+l9lPmu8AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-04T02:53:47.807921Z"},"content_sha256":"1f289838e914f692f9a1a4432dabe23ea18fca4fbf60d08030fa3a4c229d876e","schema_version":"1.0","event_id":"sha256:1f289838e914f692f9a1a4432dabe23ea18fca4fbf60d08030fa3a4c229d876e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:RD3TNBW2HW3LNJV2VRC7LWHHRF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Session Analysis using Plan Recognition","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"David Tolpin, Reuth Mirsky, Ya'akov Gal","submitted_at":"2017-06-20T09:03:53Z","abstract_excerpt":"This paper presents preliminary results of our work with a major financial company, where we try to use methods of plan recognition in order to investigate the interactions of a costumer with the company's online interface. In this paper, we present the first steps of integrating a plan recognition algorithm in a real-world application for detecting and analyzing the interactions of a costumer. It uses a novel approach for plan recognition from bare-bone UI data, which reasons about the plan library at the lowest recognition level in order to define the relevancy of actions in our domain, and "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1706.06328","kind":"arxiv","version":1},"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":"2026-05-18T00:42:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bQ+q98HiAkOyUFE+wNMfh+OxmI+nDjPtM7qGi8EIiMmlsdOvYrkZZoCttuFH0k/0G4+MxAIB+nRUBNS6OV9XDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-04T02:53:47.808263Z"},"content_sha256":"2849ea4d872feddd54c635b4b006109c7887dd931f6c460db16d55af78650c74","schema_version":"1.0","event_id":"sha256:2849ea4d872feddd54c635b4b006109c7887dd931f6c460db16d55af78650c74"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/bundle.json","state_url":"https://pith.science/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/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":"2026-06-04T02:53:47Z","links":{"resolver":"https://pith.science/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF","bundle":"https://pith.science/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/bundle.json","state":"https://pith.science/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RD3TNBW2HW3LNJV2VRC7LWHHRF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:RD3TNBW2HW3LNJV2VRC7LWHHRF","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":"6f02ad06f45414e12f7db581bb45cbcfd9362f3317c436cf81460f3d57b86a5e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-06-20T09:03:53Z","title_canon_sha256":"8dc4bf755382a6b0f1f4d36f7b6ffa81b7f6b9d39d82a1d274f203a21ca20046"},"schema_version":"1.0","source":{"id":"1706.06328","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1706.06328","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"arxiv_version","alias_value":"1706.06328v1","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1706.06328","created_at":"2026-05-18T00:42:03Z"},{"alias_kind":"pith_short_12","alias_value":"RD3TNBW2HW3L","created_at":"2026-05-18T12:31:39Z"},{"alias_kind":"pith_short_16","alias_value":"RD3TNBW2HW3LNJV2","created_at":"2026-05-18T12:31:39Z"},{"alias_kind":"pith_short_8","alias_value":"RD3TNBW2","created_at":"2026-05-18T12:31:39Z"}],"graph_snapshots":[{"event_id":"sha256:2849ea4d872feddd54c635b4b006109c7887dd931f6c460db16d55af78650c74","target":"graph","created_at":"2026-05-18T00:42:03Z","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":"This paper presents preliminary results of our work with a major financial company, where we try to use methods of plan recognition in order to investigate the interactions of a costumer with the company's online interface. In this paper, we present the first steps of integrating a plan recognition algorithm in a real-world application for detecting and analyzing the interactions of a costumer. It uses a novel approach for plan recognition from bare-bone UI data, which reasons about the plan library at the lowest recognition level in order to define the relevancy of actions in our domain, and ","authors_text":"David Tolpin, Reuth Mirsky, Ya'akov Gal","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-06-20T09:03:53Z","title":"Session Analysis using Plan Recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1706.06328","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":"sha256:1f289838e914f692f9a1a4432dabe23ea18fca4fbf60d08030fa3a4c229d876e","target":"record","created_at":"2026-05-18T00:42:03Z","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":"6f02ad06f45414e12f7db581bb45cbcfd9362f3317c436cf81460f3d57b86a5e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-06-20T09:03:53Z","title_canon_sha256":"8dc4bf755382a6b0f1f4d36f7b6ffa81b7f6b9d39d82a1d274f203a21ca20046"},"schema_version":"1.0","source":{"id":"1706.06328","kind":"arxiv","version":1}},"canonical_sha256":"88f73686da3db6b6a6baac45f5d8e78949b82f9eda107d4ae0686bc268d8930a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"88f73686da3db6b6a6baac45f5d8e78949b82f9eda107d4ae0686bc268d8930a","first_computed_at":"2026-05-18T00:42:03.577419Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:42:03.577419Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2gm0rmnEAUMEeXtS7vyjSlvcZj/HJls4XXqNRoO+61ukDwfvYg8LrZeeXvyvsWjQjyJozJiH4Myp8m9kxxZdCw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:42:03.578227Z","signed_message":"canonical_sha256_bytes"},"source_id":"1706.06328","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1f289838e914f692f9a1a4432dabe23ea18fca4fbf60d08030fa3a4c229d876e","sha256:2849ea4d872feddd54c635b4b006109c7887dd931f6c460db16d55af78650c74"],"state_sha256":"c4f772c2213e21be6570bbd68466465e028b3ca57f26b76ae58a4267a164e9d3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dV9DITG0s+L8ZKVsrwaLLPgaMQCyIomzb5aI0Kufz9idaZXcaHMqcj1uopiXAObD9Qvlmx4AEUYK40TSrH0+Bg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-04T02:53:47.810962Z","bundle_sha256":"3534435163255a482ac812151bf6bc736f4d6aec814e186490906e9dcffd52a8"}}