{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:33UHAODF5OO5XF4RXB5TW6D6TH","short_pith_number":"pith:33UHAODF","canonical_record":{"source":{"id":"1310.2375","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-10-09T07:19:40Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"e22d0c1186f4e9ae688074896bc307a3a577a541f20fd6d561ec5f07d8852719","abstract_canon_sha256":"e14bc204211a2ad741c35653ace09c8050f13c047d42dc63f35d2c676f3d2af3"},"schema_version":"1.0"},"canonical_sha256":"dee8703865eb9ddb9791b87b3b787e99e8ea12b64b0bb4d1b06dbee1b74fadd3","source":{"kind":"arxiv","id":"1310.2375","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1310.2375","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"arxiv_version","alias_value":"1310.2375v1","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1310.2375","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"pith_short_12","alias_value":"33UHAODF5OO5","created_at":"2026-05-18T12:27:32Z"},{"alias_kind":"pith_short_16","alias_value":"33UHAODF5OO5XF4R","created_at":"2026-05-18T12:27:32Z"},{"alias_kind":"pith_short_8","alias_value":"33UHAODF","created_at":"2026-05-18T12:27:32Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:33UHAODF5OO5XF4RXB5TW6D6TH","target":"record","payload":{"canonical_record":{"source":{"id":"1310.2375","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-10-09T07:19:40Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"e22d0c1186f4e9ae688074896bc307a3a577a541f20fd6d561ec5f07d8852719","abstract_canon_sha256":"e14bc204211a2ad741c35653ace09c8050f13c047d42dc63f35d2c676f3d2af3"},"schema_version":"1.0"},"canonical_sha256":"dee8703865eb9ddb9791b87b3b787e99e8ea12b64b0bb4d1b06dbee1b74fadd3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:10:57.024947Z","signature_b64":"dL27UTZOoyU96L3JqRB9HAAkV934ucA6A3Jqn7qA0dXpjEwvPi9hmIAZKWZf2W5X8pJbZU9pONAhe3GriJ1MAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dee8703865eb9ddb9791b87b3b787e99e8ea12b64b0bb4d1b06dbee1b74fadd3","last_reissued_at":"2026-05-18T03:10:57.024196Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:10:57.024196Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1310.2375","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":"2026-05-18T03:10:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bQaJZOb59rarwHwG7z25Aq4HvhSb60ih7hMd71UkJhtWpgc3tUmGGnoQkcEdWdn13VrpFLW2/TecgmZug690Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-24T13:13:35.299657Z"},"content_sha256":"430a8fc6d040987e5642d103f2509081c616439e3adc4d6105013e12059b156a","schema_version":"1.0","event_id":"sha256:430a8fc6d040987e5642d103f2509081c616439e3adc4d6105013e12059b156a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:33UHAODF5OO5XF4RXB5TW6D6TH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Web Usage Mining: Pattern Discovery and Forecasting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.IR"],"primary_cat":"cs.DB","authors_text":"Dhanamma Jagli, Sangeeta Oswal","submitted_at":"2013-10-09T07:19:40Z","abstract_excerpt":"Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1310.2375","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":"2026-05-18T03:10:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Dt1BK+k5amWINpkVAnuBZUinVPqBN4WkXsw2J5Vcuzn+RaLKrPrPhuwOnqX6aCKd0oviSp//WU0sz77e69hGCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-24T13:13:35.300009Z"},"content_sha256":"c3f77249d55267ac1b0c27141da350aa5104cb93d42b59bb73db591201295e38","schema_version":"1.0","event_id":"sha256:c3f77249d55267ac1b0c27141da350aa5104cb93d42b59bb73db591201295e38"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/33UHAODF5OO5XF4RXB5TW6D6TH/bundle.json","state_url":"https://pith.science/pith/33UHAODF5OO5XF4RXB5TW6D6TH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/33UHAODF5OO5XF4RXB5TW6D6TH/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":"2026-06-24T13:13:35Z","links":{"resolver":"https://pith.science/pith/33UHAODF5OO5XF4RXB5TW6D6TH","bundle":"https://pith.science/pith/33UHAODF5OO5XF4RXB5TW6D6TH/bundle.json","state":"https://pith.science/pith/33UHAODF5OO5XF4RXB5TW6D6TH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/33UHAODF5OO5XF4RXB5TW6D6TH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:33UHAODF5OO5XF4RXB5TW6D6TH","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":"e14bc204211a2ad741c35653ace09c8050f13c047d42dc63f35d2c676f3d2af3","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-10-09T07:19:40Z","title_canon_sha256":"e22d0c1186f4e9ae688074896bc307a3a577a541f20fd6d561ec5f07d8852719"},"schema_version":"1.0","source":{"id":"1310.2375","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1310.2375","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"arxiv_version","alias_value":"1310.2375v1","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1310.2375","created_at":"2026-05-18T03:10:57Z"},{"alias_kind":"pith_short_12","alias_value":"33UHAODF5OO5","created_at":"2026-05-18T12:27:32Z"},{"alias_kind":"pith_short_16","alias_value":"33UHAODF5OO5XF4R","created_at":"2026-05-18T12:27:32Z"},{"alias_kind":"pith_short_8","alias_value":"33UHAODF","created_at":"2026-05-18T12:27:32Z"}],"graph_snapshots":[{"event_id":"sha256:c3f77249d55267ac1b0c27141da350aa5104cb93d42b59bb73db591201295e38","target":"graph","created_at":"2026-05-18T03:10:57Z","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":"Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics.","authors_text":"Dhanamma Jagli, Sangeeta Oswal","cross_cats":["cs.IR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-10-09T07:19:40Z","title":"Web Usage Mining: Pattern Discovery and Forecasting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1310.2375","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":"sha256:430a8fc6d040987e5642d103f2509081c616439e3adc4d6105013e12059b156a","target":"record","created_at":"2026-05-18T03:10:57Z","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":"e14bc204211a2ad741c35653ace09c8050f13c047d42dc63f35d2c676f3d2af3","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-10-09T07:19:40Z","title_canon_sha256":"e22d0c1186f4e9ae688074896bc307a3a577a541f20fd6d561ec5f07d8852719"},"schema_version":"1.0","source":{"id":"1310.2375","kind":"arxiv","version":1}},"canonical_sha256":"dee8703865eb9ddb9791b87b3b787e99e8ea12b64b0bb4d1b06dbee1b74fadd3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dee8703865eb9ddb9791b87b3b787e99e8ea12b64b0bb4d1b06dbee1b74fadd3","first_computed_at":"2026-05-18T03:10:57.024196Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:10:57.024196Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dL27UTZOoyU96L3JqRB9HAAkV934ucA6A3Jqn7qA0dXpjEwvPi9hmIAZKWZf2W5X8pJbZU9pONAhe3GriJ1MAw==","signature_status":"signed_v1","signed_at":"2026-05-18T03:10:57.024947Z","signed_message":"canonical_sha256_bytes"},"source_id":"1310.2375","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:430a8fc6d040987e5642d103f2509081c616439e3adc4d6105013e12059b156a","sha256:c3f77249d55267ac1b0c27141da350aa5104cb93d42b59bb73db591201295e38"],"state_sha256":"e4927b1bb2c775e0722b67e315ee177e7e65176468a023029c8aac683d899d74"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cqNmtuSZLs6a79EyD2OtqofUOz2QyerCUv8CBgiJH3KxxCnSETHAzL6Yc43I0j4NNkBah0JGyzBv3EPXJBciBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-24T13:13:35.302083Z","bundle_sha256":"d48c9be1bb056cb194b062ef643b695159a9df05a475fb5746e0bcdcfdc69daf"}}