{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:QBDMLJ4VGODX2I246VMXSUDN5R","short_pith_number":"pith:QBDMLJ4V","schema_version":"1.0","canonical_sha256":"8046c5a79533877d235cf55979506dec58a457bb494acb37a2612329b85c24a7","source":{"kind":"arxiv","id":"2412.02122","version":1},"attestation_state":"computed","paper":{"title":"Improving Sequential Recommender Systems with Online and In-store User Behavior","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Aashika Padmanabhan, Anjana Ganesh, Jason Cho, Jiao Chen, Kannan Achan, Kaushiki Nag, Lalitesh Morishetti, Luyi Ma, Malay Patel, Shengwei tang, Sushant Kumar, Xiaohan Li","submitted_at":"2024-12-03T03:20:40Z","abstract_excerpt":"Online e-commerce platforms have been extending in-store shopping, which allows users to keep the canonical online browsing and checkout experience while exploring in-store shopping. However, the growing transition between online and in-store becomes a challenge to sequential recommender systems for future online interaction prediction due to the lack of holistic modeling of hybrid user behaviors (online and in-store). The challenges are twofold. First, combining online and in-store user behavior data into a single data schema and supporting multiple stages in the model life cycle (pre-trainin"},"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":"2412.02122","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-12-03T03:20:40Z","cross_cats_sorted":[],"title_canon_sha256":"72c710f18c180576bcc64b75ed2cc1cfb4b034708aa2dc084dbeac14ba972605","abstract_canon_sha256":"4d3b7b5aa4d787d6341ed0d113fc129629ba641c6159ddc8a9601a52bfe437c2"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:43:44.332340Z","signature_b64":"PMNhUk+aDm/HEUtM70M+2AKTN0EfRS//QrDKjpvL2RGmBitqXJ3jR2qdzt0f7GfOtBFVDAVwRWD3HGK5vV3IAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8046c5a79533877d235cf55979506dec58a457bb494acb37a2612329b85c24a7","last_reissued_at":"2026-07-05T09:43:44.331927Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:43:44.331927Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Improving Sequential Recommender Systems with Online and In-store User Behavior","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Aashika Padmanabhan, Anjana Ganesh, Jason Cho, Jiao Chen, Kannan Achan, Kaushiki Nag, Lalitesh Morishetti, Luyi Ma, Malay Patel, Shengwei tang, Sushant Kumar, Xiaohan Li","submitted_at":"2024-12-03T03:20:40Z","abstract_excerpt":"Online e-commerce platforms have been extending in-store shopping, which allows users to keep the canonical online browsing and checkout experience while exploring in-store shopping. However, the growing transition between online and in-store becomes a challenge to sequential recommender systems for future online interaction prediction due to the lack of holistic modeling of hybrid user behaviors (online and in-store). The challenges are twofold. First, combining online and in-store user behavior data into a single data schema and supporting multiple stages in the model life cycle (pre-trainin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.02122","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.02122/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2412.02122","created_at":"2026-07-05T09:43:44.331982+00:00"},{"alias_kind":"arxiv_version","alias_value":"2412.02122v1","created_at":"2026-07-05T09:43:44.331982+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.02122","created_at":"2026-07-05T09:43:44.331982+00:00"},{"alias_kind":"pith_short_12","alias_value":"QBDMLJ4VGODX","created_at":"2026-07-05T09:43:44.331982+00:00"},{"alias_kind":"pith_short_16","alias_value":"QBDMLJ4VGODX2I24","created_at":"2026-07-05T09:43:44.331982+00:00"},{"alias_kind":"pith_short_8","alias_value":"QBDMLJ4V","created_at":"2026-07-05T09:43:44.331982+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/QBDMLJ4VGODX2I246VMXSUDN5R","json":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R.json","graph_json":"https://pith.science/api/pith-number/QBDMLJ4VGODX2I246VMXSUDN5R/graph.json","events_json":"https://pith.science/api/pith-number/QBDMLJ4VGODX2I246VMXSUDN5R/events.json","paper":"https://pith.science/paper/QBDMLJ4V"},"agent_actions":{"view_html":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R","download_json":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R.json","view_paper":"https://pith.science/paper/QBDMLJ4V","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2412.02122&json=true","fetch_graph":"https://pith.science/api/pith-number/QBDMLJ4VGODX2I246VMXSUDN5R/graph.json","fetch_events":"https://pith.science/api/pith-number/QBDMLJ4VGODX2I246VMXSUDN5R/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R/action/timestamp_anchor","attest_storage":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R/action/storage_attestation","attest_author":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R/action/author_attestation","sign_citation":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R/action/citation_signature","submit_replication":"https://pith.science/pith/QBDMLJ4VGODX2I246VMXSUDN5R/action/replication_record"}},"created_at":"2026-07-05T09:43:44.331982+00:00","updated_at":"2026-07-05T09:43:44.331982+00:00"}