{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2019:DZ5VFHZC2OCSNL7SJ4D2SPPFPG","short_pith_number":"pith:DZ5VFHZC","schema_version":"1.0","canonical_sha256":"1e7b529f22d38526aff24f07a93de579b7bd7af0ebaeafe6cbf9d226a51d755f","source":{"kind":"arxiv","id":"1905.13030","version":1},"attestation_state":"computed","paper":{"title":"Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Fuzheng Zhuang, Hui Xiong, Jiajie Xu, Jian Liu, Pengpeng Zhao, Victor S. Sheng, Xiaofang Zhou, Yanchi Liu","submitted_at":"2019-05-29T07:54:25Z","abstract_excerpt":"When purchasing appearance-first products, e.g., clothes, product appearance aesthetics plays an important role in the decision process. Moreover, user's aesthetic preference, which can be regarded as a personality trait and a basic requirement, is domain independent and could be used as a bridge between domains for knowledge transfer. However, existing work has rarely considered the aesthetic information in product photos for cross-domain recommendation. To this end, in this paper, we propose a new deep Aesthetic preference Cross-Domain Network (ACDN), in which parameters characterizing perso"},"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":"1905.13030","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2019-05-29T07:54:25Z","cross_cats_sorted":[],"title_canon_sha256":"ca2d7f26e941ba9697a3e4ffa50438e47f828266d8543391fe7ba9efca4b557a","abstract_canon_sha256":"3e1d1370635b1af6ae98f97a27c26527a07adbf161d0d98ac5a86b0f5a7b3f1c"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:44:39.105201Z","signature_b64":"TqMEnACSCQBsNWVJIOTLqlKSex0dF2/Rng4MJMjGevcPXDjB6OEfhk0T5RUXGrg4yGsWyIYhfFSv61uFzCsMAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1e7b529f22d38526aff24f07a93de579b7bd7af0ebaeafe6cbf9d226a51d755f","last_reissued_at":"2026-05-17T23:44:39.104639Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:44:39.104639Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Fuzheng Zhuang, Hui Xiong, Jiajie Xu, Jian Liu, Pengpeng Zhao, Victor S. Sheng, Xiaofang Zhou, Yanchi Liu","submitted_at":"2019-05-29T07:54:25Z","abstract_excerpt":"When purchasing appearance-first products, e.g., clothes, product appearance aesthetics plays an important role in the decision process. Moreover, user's aesthetic preference, which can be regarded as a personality trait and a basic requirement, is domain independent and could be used as a bridge between domains for knowledge transfer. However, existing work has rarely considered the aesthetic information in product photos for cross-domain recommendation. To this end, in this paper, we propose a new deep Aesthetic preference Cross-Domain Network (ACDN), in which parameters characterizing perso"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1905.13030","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":"1905.13030","created_at":"2026-05-17T23:44:39.104723+00:00"},{"alias_kind":"arxiv_version","alias_value":"1905.13030v1","created_at":"2026-05-17T23:44:39.104723+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1905.13030","created_at":"2026-05-17T23:44:39.104723+00:00"},{"alias_kind":"pith_short_12","alias_value":"DZ5VFHZC2OCS","created_at":"2026-05-18T12:33:15.570797+00:00"},{"alias_kind":"pith_short_16","alias_value":"DZ5VFHZC2OCSNL7S","created_at":"2026-05-18T12:33:15.570797+00:00"},{"alias_kind":"pith_short_8","alias_value":"DZ5VFHZC","created_at":"2026-05-18T12:33:15.570797+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/DZ5VFHZC2OCSNL7SJ4D2SPPFPG","json":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG.json","graph_json":"https://pith.science/api/pith-number/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/graph.json","events_json":"https://pith.science/api/pith-number/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/events.json","paper":"https://pith.science/paper/DZ5VFHZC"},"agent_actions":{"view_html":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG","download_json":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG.json","view_paper":"https://pith.science/paper/DZ5VFHZC","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1905.13030&json=true","fetch_graph":"https://pith.science/api/pith-number/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/graph.json","fetch_events":"https://pith.science/api/pith-number/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/action/storage_attestation","attest_author":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/action/author_attestation","sign_citation":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/action/citation_signature","submit_replication":"https://pith.science/pith/DZ5VFHZC2OCSNL7SJ4D2SPPFPG/action/replication_record"}},"created_at":"2026-05-17T23:44:39.104723+00:00","updated_at":"2026-05-17T23:44:39.104723+00:00"}