{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2015:7ANMUIMAJEXFZM524P32U43HHG","short_pith_number":"pith:7ANMUIMA","schema_version":"1.0","canonical_sha256":"f81aca2180492e5cb3bae3f7aa736739927a03b040c767e57ed44317a46ef2a4","source":{"kind":"arxiv","id":"1506.03837","version":1},"attestation_state":"computed","paper":{"title":"Statistical Arbitrage Mining for Display Advertising","license":"http://creativecommons.org/licenses/publicdomain/","headline":"","cross_cats":["cs.DB"],"primary_cat":"cs.GT","authors_text":"Jun Wang, Weinan Zhang","submitted_at":"2015-06-11T21:05:26Z","abstract_excerpt":"We study and formulate arbitrage in display advertising. Real-Time Bidding (RTB) mimics stock spot exchanges and utilises computers to algorithmically buy display ads per impression via a real-time auction. Despite the new automation, the ad markets are still informationally inefficient due to the heavily fragmented marketplaces. Two display impressions with similar or identical effectiveness (e.g., measured by conversion or click-through rates for a targeted audience) may sell for quite different prices at different market segments or pricing schemes. In this paper, we propose a novel data mi"},"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":"1506.03837","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/publicdomain/","primary_cat":"cs.GT","submitted_at":"2015-06-11T21:05:26Z","cross_cats_sorted":["cs.DB"],"title_canon_sha256":"21cc3fb162ba15870f33bdf04d2751bddda0a2077ed8e13be454c53c8a4caaa4","abstract_canon_sha256":"f325a75c5249dadbcb70b8a595b7f3cb9166101ea6cf5abd5689c38ede2dcf4e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:51:49.102809Z","signature_b64":"7K+lsbXbO7CDML203jF/MkHNhIX1Oq/wvnx8OJ25xz82xPjWX8mO2GFMlV8ixb5+JFDZ6HaDDWLdnkijzJoqAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f81aca2180492e5cb3bae3f7aa736739927a03b040c767e57ed44317a46ef2a4","last_reissued_at":"2026-05-18T01:51:49.102340Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:51:49.102340Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Statistical Arbitrage Mining for Display Advertising","license":"http://creativecommons.org/licenses/publicdomain/","headline":"","cross_cats":["cs.DB"],"primary_cat":"cs.GT","authors_text":"Jun Wang, Weinan Zhang","submitted_at":"2015-06-11T21:05:26Z","abstract_excerpt":"We study and formulate arbitrage in display advertising. Real-Time Bidding (RTB) mimics stock spot exchanges and utilises computers to algorithmically buy display ads per impression via a real-time auction. Despite the new automation, the ad markets are still informationally inefficient due to the heavily fragmented marketplaces. Two display impressions with similar or identical effectiveness (e.g., measured by conversion or click-through rates for a targeted audience) may sell for quite different prices at different market segments or pricing schemes. In this paper, we propose a novel data mi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1506.03837","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":"1506.03837","created_at":"2026-05-18T01:51:49.102416+00:00"},{"alias_kind":"arxiv_version","alias_value":"1506.03837v1","created_at":"2026-05-18T01:51:49.102416+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1506.03837","created_at":"2026-05-18T01:51:49.102416+00:00"},{"alias_kind":"pith_short_12","alias_value":"7ANMUIMAJEXF","created_at":"2026-05-18T12:29:07.941421+00:00"},{"alias_kind":"pith_short_16","alias_value":"7ANMUIMAJEXFZM52","created_at":"2026-05-18T12:29:07.941421+00:00"},{"alias_kind":"pith_short_8","alias_value":"7ANMUIMA","created_at":"2026-05-18T12:29:07.941421+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/7ANMUIMAJEXFZM524P32U43HHG","json":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG.json","graph_json":"https://pith.science/api/pith-number/7ANMUIMAJEXFZM524P32U43HHG/graph.json","events_json":"https://pith.science/api/pith-number/7ANMUIMAJEXFZM524P32U43HHG/events.json","paper":"https://pith.science/paper/7ANMUIMA"},"agent_actions":{"view_html":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG","download_json":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG.json","view_paper":"https://pith.science/paper/7ANMUIMA","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1506.03837&json=true","fetch_graph":"https://pith.science/api/pith-number/7ANMUIMAJEXFZM524P32U43HHG/graph.json","fetch_events":"https://pith.science/api/pith-number/7ANMUIMAJEXFZM524P32U43HHG/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG/action/storage_attestation","attest_author":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG/action/author_attestation","sign_citation":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG/action/citation_signature","submit_replication":"https://pith.science/pith/7ANMUIMAJEXFZM524P32U43HHG/action/replication_record"}},"created_at":"2026-05-18T01:51:49.102416+00:00","updated_at":"2026-05-18T01:51:49.102416+00:00"}