{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:4ZLBMEJPQC4STW4AJ6ZIGXRXYL","short_pith_number":"pith:4ZLBMEJP","schema_version":"1.0","canonical_sha256":"e65616112f80b929db804fb2835e37c2f85f5c637763a642c83be6634360a140","source":{"kind":"arxiv","id":"1802.03319","version":1},"attestation_state":"computed","paper":{"title":"Predicting Audio Advertisement Quality","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SD","eess.AS"],"primary_cat":"stat.ML","authors_text":"Hossein Vahabi, Matthew Prockup, Oriol Nieto, Samaneh Ebrahimi","submitted_at":"2018-02-09T15:59:09Z","abstract_excerpt":"Online audio advertising is a particular form of advertising used abundantly in online music streaming services. In these platforms, which tend to host tens of thousands of unique audio advertisements (ads), providing high quality ads ensures a better user experience and results in longer user engagement. Therefore, the automatic assessment of these ads is an important step toward audio ads ranking and better audio ads creation. In this paper we propose one way to measure the quality of the audio ads using a proxy metric called Long Click Rate (LCR), which is defined by the amount of time a us"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1802.03319","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2018-02-09T15:59:09Z","cross_cats_sorted":["cs.SD","eess.AS"],"title_canon_sha256":"327ef57369b6b2c4de2cbe41cfe8699a5c3e9460e4baf3aa2af1a92b1089c345","abstract_canon_sha256":"a5be3accfe55c3aef7a429564a43b26230f05f861df29bfb2bb9d2b4cdc74938"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:23:57.955839Z","signature_b64":"P6A0ITP/VgZ0FlBFoFz56NiNidCvAneQ3n6v2WbqgPxigWXsg3CdfMzHldDS+xlUsr+8NVWXHRQTVgrIohKRDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e65616112f80b929db804fb2835e37c2f85f5c637763a642c83be6634360a140","last_reissued_at":"2026-05-18T00:23:57.955236Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:23:57.955236Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Predicting Audio Advertisement Quality","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SD","eess.AS"],"primary_cat":"stat.ML","authors_text":"Hossein Vahabi, Matthew Prockup, Oriol Nieto, Samaneh Ebrahimi","submitted_at":"2018-02-09T15:59:09Z","abstract_excerpt":"Online audio advertising is a particular form of advertising used abundantly in online music streaming services. In these platforms, which tend to host tens of thousands of unique audio advertisements (ads), providing high quality ads ensures a better user experience and results in longer user engagement. Therefore, the automatic assessment of these ads is an important step toward audio ads ranking and better audio ads creation. In this paper we propose one way to measure the quality of the audio ads using a proxy metric called Long Click Rate (LCR), which is defined by the amount of time a us"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1802.03319","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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1802.03319","created_at":"2026-05-18T00:23:57.955309+00:00"},{"alias_kind":"arxiv_version","alias_value":"1802.03319v1","created_at":"2026-05-18T00:23:57.955309+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1802.03319","created_at":"2026-05-18T00:23:57.955309+00:00"},{"alias_kind":"pith_short_12","alias_value":"4ZLBMEJPQC4S","created_at":"2026-05-18T12:32:05.422762+00:00"},{"alias_kind":"pith_short_16","alias_value":"4ZLBMEJPQC4STW4A","created_at":"2026-05-18T12:32:05.422762+00:00"},{"alias_kind":"pith_short_8","alias_value":"4ZLBMEJP","created_at":"2026-05-18T12:32:05.422762+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL","json":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL.json","graph_json":"https://pith.science/api/pith-number/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/graph.json","events_json":"https://pith.science/api/pith-number/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/events.json","paper":"https://pith.science/paper/4ZLBMEJP"},"agent_actions":{"view_html":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL","download_json":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL.json","view_paper":"https://pith.science/paper/4ZLBMEJP","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1802.03319&json=true","fetch_graph":"https://pith.science/api/pith-number/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/graph.json","fetch_events":"https://pith.science/api/pith-number/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/action/timestamp_anchor","attest_storage":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/action/storage_attestation","attest_author":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/action/author_attestation","sign_citation":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/action/citation_signature","submit_replication":"https://pith.science/pith/4ZLBMEJPQC4STW4AJ6ZIGXRXYL/action/replication_record"}},"created_at":"2026-05-18T00:23:57.955309+00:00","updated_at":"2026-05-18T00:23:57.955309+00:00"}