{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2019:CWNEVDRDXAOFQQMWUITXOQ3QC6","short_pith_number":"pith:CWNEVDRD","canonical_record":{"source":{"id":"1901.06483","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-01-19T08:37:56Z","cross_cats_sorted":["cs.CR","cs.CY","stat.ML"],"title_canon_sha256":"cd672a4b2601c74ce98dd7c40f9fec9fc5037ea0519f4c90def875860f3d3f83","abstract_canon_sha256":"18def57ac14e4580abdcbc2511b120f3fe0b0bb9ec76c5527efd7c448f76c310"},"schema_version":"1.0"},"canonical_sha256":"159a4a8e23b81c584196a22777437017bbd7732f25d2c9fc32c719c091f83c07","source":{"kind":"arxiv","id":"1901.06483","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1901.06483","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"arxiv_version","alias_value":"1901.06483v3","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1901.06483","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"pith_short_12","alias_value":"CWNEVDRDXAOF","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_16","alias_value":"CWNEVDRDXAOFQQMW","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_8","alias_value":"CWNEVDRD","created_at":"2026-05-18T12:33:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2019:CWNEVDRDXAOFQQMWUITXOQ3QC6","target":"record","payload":{"canonical_record":{"source":{"id":"1901.06483","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-01-19T08:37:56Z","cross_cats_sorted":["cs.CR","cs.CY","stat.ML"],"title_canon_sha256":"cd672a4b2601c74ce98dd7c40f9fec9fc5037ea0519f4c90def875860f3d3f83","abstract_canon_sha256":"18def57ac14e4580abdcbc2511b120f3fe0b0bb9ec76c5527efd7c448f76c310"},"schema_version":"1.0"},"canonical_sha256":"159a4a8e23b81c584196a22777437017bbd7732f25d2c9fc32c719c091f83c07","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:53:04.188949Z","signature_b64":"8FYyuW+ooD8iH9B8CktRPtP7SmcQ2OWl/ZrUH4Vxew3BfOGmOJOe+apTKcQmlS+sUweBjwzFILBz5dFXqNsnAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"159a4a8e23b81c584196a22777437017bbd7732f25d2c9fc32c719c091f83c07","last_reissued_at":"2026-05-17T23:53:04.188505Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:53:04.188505Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1901.06483","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-17T23:53:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+Ufx4VLXn3CPeAeAqpLVLRrK866hjxsRIEQMG5m/ABtqK3xbXdb8h8/luRobYxwQptntrjy2xs9u9tuiT/AkCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-30T19:10:53.238441Z"},"content_sha256":"2a1b0455b91e8624982c73b81f3e9b43012dff546229e269549269dc5166fffb","schema_version":"1.0","event_id":"sha256:2a1b0455b91e8624982c73b81f3e9b43012dff546229e269549269dc5166fffb"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2019:CWNEVDRDXAOFQQMWUITXOQ3QC6","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Conjoint Application of Data Mining Techniques for Analysis of Global Terrorist Attacks -- Prevention and Prediction for Combating Terrorism","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR","cs.CY","stat.ML"],"primary_cat":"cs.LG","authors_text":"Jooyoung Lee, Maj. Gen. (Rtd.) Angelo Messina, Manuel Mazzara, Vivek Kumar","submitted_at":"2019-01-19T08:37:56Z","abstract_excerpt":"Terrorism has become one of the most tedious problems to deal with and a prominent threat to mankind. To enhance counter-terrorism, several research works are developing efficient and precise systems, data mining is not an exception. Immense data is floating in our lives, though the scarce availability of authentic terrorist attack data in the public domain makes it complicated to fight terrorism. This manuscript focuses on data mining classification techniques and discusses the role of United Nations in counter-terrorism. It analyzes the performance of classifiers such as Lazy Tree, Multilaye"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1901.06483","kind":"arxiv","version":3},"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":"2026-05-17T23:53:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YneS9RqyL/W0qgayzAyECB90aGSiK2YjaveDWSfHD2CeI0TStbS2pTHqBYH1fjgL61eA0erc2kU3yXby0jpLCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-30T19:10:53.238859Z"},"content_sha256":"dae78f78865d2c782445b36140e677c617b5241f9cc24961feb6644ab789d666","schema_version":"1.0","event_id":"sha256:dae78f78865d2c782445b36140e677c617b5241f9cc24961feb6644ab789d666"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/bundle.json","state_url":"https://pith.science/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/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":"2026-05-30T19:10:53Z","links":{"resolver":"https://pith.science/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6","bundle":"https://pith.science/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/bundle.json","state":"https://pith.science/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CWNEVDRDXAOFQQMWUITXOQ3QC6/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:CWNEVDRDXAOFQQMWUITXOQ3QC6","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":"18def57ac14e4580abdcbc2511b120f3fe0b0bb9ec76c5527efd7c448f76c310","cross_cats_sorted":["cs.CR","cs.CY","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-01-19T08:37:56Z","title_canon_sha256":"cd672a4b2601c74ce98dd7c40f9fec9fc5037ea0519f4c90def875860f3d3f83"},"schema_version":"1.0","source":{"id":"1901.06483","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1901.06483","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"arxiv_version","alias_value":"1901.06483v3","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1901.06483","created_at":"2026-05-17T23:53:04Z"},{"alias_kind":"pith_short_12","alias_value":"CWNEVDRDXAOF","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_16","alias_value":"CWNEVDRDXAOFQQMW","created_at":"2026-05-18T12:33:15Z"},{"alias_kind":"pith_short_8","alias_value":"CWNEVDRD","created_at":"2026-05-18T12:33:15Z"}],"graph_snapshots":[{"event_id":"sha256:dae78f78865d2c782445b36140e677c617b5241f9cc24961feb6644ab789d666","target":"graph","created_at":"2026-05-17T23:53:04Z","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":"Terrorism has become one of the most tedious problems to deal with and a prominent threat to mankind. To enhance counter-terrorism, several research works are developing efficient and precise systems, data mining is not an exception. Immense data is floating in our lives, though the scarce availability of authentic terrorist attack data in the public domain makes it complicated to fight terrorism. This manuscript focuses on data mining classification techniques and discusses the role of United Nations in counter-terrorism. It analyzes the performance of classifiers such as Lazy Tree, Multilaye","authors_text":"Jooyoung Lee, Maj. Gen. (Rtd.) Angelo Messina, Manuel Mazzara, Vivek Kumar","cross_cats":["cs.CR","cs.CY","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-01-19T08:37:56Z","title":"A Conjoint Application of Data Mining Techniques for Analysis of Global Terrorist Attacks -- Prevention and Prediction for Combating Terrorism"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1901.06483","kind":"arxiv","version":3},"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":"sha256:2a1b0455b91e8624982c73b81f3e9b43012dff546229e269549269dc5166fffb","target":"record","created_at":"2026-05-17T23:53:04Z","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":"18def57ac14e4580abdcbc2511b120f3fe0b0bb9ec76c5527efd7c448f76c310","cross_cats_sorted":["cs.CR","cs.CY","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-01-19T08:37:56Z","title_canon_sha256":"cd672a4b2601c74ce98dd7c40f9fec9fc5037ea0519f4c90def875860f3d3f83"},"schema_version":"1.0","source":{"id":"1901.06483","kind":"arxiv","version":3}},"canonical_sha256":"159a4a8e23b81c584196a22777437017bbd7732f25d2c9fc32c719c091f83c07","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"159a4a8e23b81c584196a22777437017bbd7732f25d2c9fc32c719c091f83c07","first_computed_at":"2026-05-17T23:53:04.188505Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:53:04.188505Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8FYyuW+ooD8iH9B8CktRPtP7SmcQ2OWl/ZrUH4Vxew3BfOGmOJOe+apTKcQmlS+sUweBjwzFILBz5dFXqNsnAw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:53:04.188949Z","signed_message":"canonical_sha256_bytes"},"source_id":"1901.06483","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2a1b0455b91e8624982c73b81f3e9b43012dff546229e269549269dc5166fffb","sha256:dae78f78865d2c782445b36140e677c617b5241f9cc24961feb6644ab789d666"],"state_sha256":"f94074e212ae5bddaa812013f3e26c11eca6a5f8523208c23f4ddd570ffe1988"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nZVyae7LTATLi8Yq4CEUjX6aXSIhh42HJEnDk9UByqGJR66wItZg7XbWe+/OgDNitizujhJVQpOveMnGvAGfCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-30T19:10:53.242018Z","bundle_sha256":"7538e6474af40d49f09fe3b4a0866439b00e45c2684c84f1680c22d287cda3a4"}}