{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:FTFGPHA33Z7I7I5RDPJRPBI5AT","short_pith_number":"pith:FTFGPHA3","canonical_record":{"source":{"id":"1610.02828","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2016-10-10T09:55:14Z","cross_cats_sorted":["cs.DL","cs.LG"],"title_canon_sha256":"ad1e71f914cb94cd77b41bdc90c8250a8c6401ba378e644e043000c323e3521d","abstract_canon_sha256":"0e5fcb688d1eb7e232f24ac42e74ee3ee9e89dc5b4783c2e0dc5998657fe81cb"},"schema_version":"1.0"},"canonical_sha256":"2cca679c1bde7e8fa3b11bd317851d04f703829ab5d71fa0c53b85b1a4f84f36","source":{"kind":"arxiv","id":"1610.02828","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1610.02828","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"arxiv_version","alias_value":"1610.02828v1","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1610.02828","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"pith_short_12","alias_value":"FTFGPHA33Z7I","created_at":"2026-05-18T12:30:15Z"},{"alias_kind":"pith_short_16","alias_value":"FTFGPHA33Z7I7I5R","created_at":"2026-05-18T12:30:15Z"},{"alias_kind":"pith_short_8","alias_value":"FTFGPHA3","created_at":"2026-05-18T12:30:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:FTFGPHA33Z7I7I5RDPJRPBI5AT","target":"record","payload":{"canonical_record":{"source":{"id":"1610.02828","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2016-10-10T09:55:14Z","cross_cats_sorted":["cs.DL","cs.LG"],"title_canon_sha256":"ad1e71f914cb94cd77b41bdc90c8250a8c6401ba378e644e043000c323e3521d","abstract_canon_sha256":"0e5fcb688d1eb7e232f24ac42e74ee3ee9e89dc5b4783c2e0dc5998657fe81cb"},"schema_version":"1.0"},"canonical_sha256":"2cca679c1bde7e8fa3b11bd317851d04f703829ab5d71fa0c53b85b1a4f84f36","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:02:50.606250Z","signature_b64":"VAscKLhtF5rnZFgKJMUrbEnlUlylyghHheU4PowPWctyZgdFIPH5U5zo2wole3alK/TYbxrWVwDT0dpLtWnVDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2cca679c1bde7e8fa3b11bd317851d04f703829ab5d71fa0c53b85b1a4f84f36","last_reissued_at":"2026-05-18T01:02:50.605856Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:02:50.605856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1610.02828","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":"2026-05-18T01:02:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A91JY8532ce+qyUrH3tCxJc5G00QEFTID506DgdMscw/ZSh8L6wFGogIV9YGO0IpHlov/cwpCt72v+mjuSiZBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-02T12:19:17.707225Z"},"content_sha256":"b878b489796a2d65e92131f0a43e014f54d5ee3533ffb6195161547b8e4f5262","schema_version":"1.0","event_id":"sha256:b878b489796a2d65e92131f0a43e014f54d5ee3533ffb6195161547b8e4f5262"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:FTFGPHA33Z7I7I5RDPJRPBI5AT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Ranking academic institutions on potential paper acceptance in upcoming conferences","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.DL","cs.LG"],"primary_cat":"cs.AI","authors_text":"Brejesh Lall, Jobin Wilson, Muhammad Arif, Ram Mohan, Santanu Chaudhury","submitted_at":"2016-10-10T09:55:14Z","abstract_excerpt":"The crux of the problem in KDD Cup 2016 involves developing data mining techniques to rank research institutions based on publications. Rank importance of research institutions are derived from predictions on the number of full research papers that would potentially get accepted in upcoming top-tier conferences, utilizing public information on the web. This paper describes our solution to KDD Cup 2016. We used a two step approach in which we first identify full research papers corresponding to each conference of interest and then train two variants of exponential smoothing models to make predi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1610.02828","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":"2026-05-18T01:02:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2wiLfycRWk1P1EZAOhb23gBF0wbpvRh0aPRjJRGjsDHMknY8GjTHvzf9NairpwmQybr+Ry5X6uRjn/1gbYxLBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-02T12:19:17.707586Z"},"content_sha256":"c0bbae8ab22857c25a577633132bd488e90fc765f9d814a85243eb6b7dfe3e86","schema_version":"1.0","event_id":"sha256:c0bbae8ab22857c25a577633132bd488e90fc765f9d814a85243eb6b7dfe3e86"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/bundle.json","state_url":"https://pith.science/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/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":"2026-06-02T12:19:17Z","links":{"resolver":"https://pith.science/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT","bundle":"https://pith.science/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/bundle.json","state":"https://pith.science/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FTFGPHA33Z7I7I5RDPJRPBI5AT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:FTFGPHA33Z7I7I5RDPJRPBI5AT","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":"0e5fcb688d1eb7e232f24ac42e74ee3ee9e89dc5b4783c2e0dc5998657fe81cb","cross_cats_sorted":["cs.DL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2016-10-10T09:55:14Z","title_canon_sha256":"ad1e71f914cb94cd77b41bdc90c8250a8c6401ba378e644e043000c323e3521d"},"schema_version":"1.0","source":{"id":"1610.02828","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1610.02828","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"arxiv_version","alias_value":"1610.02828v1","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1610.02828","created_at":"2026-05-18T01:02:50Z"},{"alias_kind":"pith_short_12","alias_value":"FTFGPHA33Z7I","created_at":"2026-05-18T12:30:15Z"},{"alias_kind":"pith_short_16","alias_value":"FTFGPHA33Z7I7I5R","created_at":"2026-05-18T12:30:15Z"},{"alias_kind":"pith_short_8","alias_value":"FTFGPHA3","created_at":"2026-05-18T12:30:15Z"}],"graph_snapshots":[{"event_id":"sha256:c0bbae8ab22857c25a577633132bd488e90fc765f9d814a85243eb6b7dfe3e86","target":"graph","created_at":"2026-05-18T01:02:50Z","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":"The crux of the problem in KDD Cup 2016 involves developing data mining techniques to rank research institutions based on publications. Rank importance of research institutions are derived from predictions on the number of full research papers that would potentially get accepted in upcoming top-tier conferences, utilizing public information on the web. This paper describes our solution to KDD Cup 2016. We used a two step approach in which we first identify full research papers corresponding to each conference of interest and then train two variants of exponential smoothing models to make predi","authors_text":"Brejesh Lall, Jobin Wilson, Muhammad Arif, Ram Mohan, Santanu Chaudhury","cross_cats":["cs.DL","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2016-10-10T09:55:14Z","title":"Ranking academic institutions on potential paper acceptance in upcoming conferences"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1610.02828","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:b878b489796a2d65e92131f0a43e014f54d5ee3533ffb6195161547b8e4f5262","target":"record","created_at":"2026-05-18T01:02:50Z","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":"0e5fcb688d1eb7e232f24ac42e74ee3ee9e89dc5b4783c2e0dc5998657fe81cb","cross_cats_sorted":["cs.DL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2016-10-10T09:55:14Z","title_canon_sha256":"ad1e71f914cb94cd77b41bdc90c8250a8c6401ba378e644e043000c323e3521d"},"schema_version":"1.0","source":{"id":"1610.02828","kind":"arxiv","version":1}},"canonical_sha256":"2cca679c1bde7e8fa3b11bd317851d04f703829ab5d71fa0c53b85b1a4f84f36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2cca679c1bde7e8fa3b11bd317851d04f703829ab5d71fa0c53b85b1a4f84f36","first_computed_at":"2026-05-18T01:02:50.605856Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:02:50.605856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VAscKLhtF5rnZFgKJMUrbEnlUlylyghHheU4PowPWctyZgdFIPH5U5zo2wole3alK/TYbxrWVwDT0dpLtWnVDg==","signature_status":"signed_v1","signed_at":"2026-05-18T01:02:50.606250Z","signed_message":"canonical_sha256_bytes"},"source_id":"1610.02828","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b878b489796a2d65e92131f0a43e014f54d5ee3533ffb6195161547b8e4f5262","sha256:c0bbae8ab22857c25a577633132bd488e90fc765f9d814a85243eb6b7dfe3e86"],"state_sha256":"5cf705b0a0c849a021e72de9d1fb433732b140da2ce2254798137b2bc67f9f16"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VcLxD68QSGYbHXQU+cnQthALz9oD5mZDWRogEditMxLMXF03fQFAescmSpdJzkrV3s9eorvkWAodFTIZz7oWAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-02T12:19:17.709539Z","bundle_sha256":"cefa92780d574d5fa0b6578e4378ca52bdb68d3e7f00bfe8845f6c9cc0ed4d18"}}