{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:ZJPYJAXRTKGA4NEH5ZOI62IXQD","short_pith_number":"pith:ZJPYJAXR","schema_version":"1.0","canonical_sha256":"ca5f8482f19a8c0e3487ee5c8f691780c0ef810ac33e51fff8de7e49e4ce2357","source":{"kind":"arxiv","id":"1804.01182","version":1},"attestation_state":"computed","paper":{"title":"Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY","math.OC"],"primary_cat":"stat.AP","authors_text":"David Bergman, Ram Gopal, Teng Huang","submitted_at":"2018-04-03T22:25:48Z","abstract_excerpt":"In this paper, we study an analytical approach to selecting expansion locations for retailers selling add-on products whose demand is derived from the demand of another base product. Demand for the add-on product is realized only as a supplement to the demand of the base product. In our context, either of the two products could be subject to spatial autocorrelation where demand at a given location is impacted by demand at other locations. Using data from an industrial partner selling add-on products, we build predictive models for understanding the derived demand of the add-on product and esta"},"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":"1804.01182","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2018-04-03T22:25:48Z","cross_cats_sorted":["cs.CY","math.OC"],"title_canon_sha256":"a09bbd2c82c3216a0ff58227eba970a9b29fe298a57982176a71eebaf669cbc3","abstract_canon_sha256":"665e484f332bc80d80732b8f020ed5fccf9651cdc0db1ff4bed89784d72098b4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:19:15.833184Z","signature_b64":"edeEIK9nQGdR+oMksUspUHrcxyeHIPtLQIagzEmmarAzGFx0ikSuSfx6V5KMgoBcNRuow0tshGSm6spie0zcCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ca5f8482f19a8c0e3487ee5c8f691780c0ef810ac33e51fff8de7e49e4ce2357","last_reissued_at":"2026-05-18T00:19:15.832711Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:19:15.832711Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY","math.OC"],"primary_cat":"stat.AP","authors_text":"David Bergman, Ram Gopal, Teng Huang","submitted_at":"2018-04-03T22:25:48Z","abstract_excerpt":"In this paper, we study an analytical approach to selecting expansion locations for retailers selling add-on products whose demand is derived from the demand of another base product. Demand for the add-on product is realized only as a supplement to the demand of the base product. In our context, either of the two products could be subject to spatial autocorrelation where demand at a given location is impacted by demand at other locations. Using data from an industrial partner selling add-on products, we build predictive models for understanding the derived demand of the add-on product and esta"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1804.01182","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":"1804.01182","created_at":"2026-05-18T00:19:15.832783+00:00"},{"alias_kind":"arxiv_version","alias_value":"1804.01182v1","created_at":"2026-05-18T00:19:15.832783+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1804.01182","created_at":"2026-05-18T00:19:15.832783+00:00"},{"alias_kind":"pith_short_12","alias_value":"ZJPYJAXRTKGA","created_at":"2026-05-18T12:33:07.085635+00:00"},{"alias_kind":"pith_short_16","alias_value":"ZJPYJAXRTKGA4NEH","created_at":"2026-05-18T12:33:07.085635+00:00"},{"alias_kind":"pith_short_8","alias_value":"ZJPYJAXR","created_at":"2026-05-18T12:33:07.085635+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/ZJPYJAXRTKGA4NEH5ZOI62IXQD","json":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD.json","graph_json":"https://pith.science/api/pith-number/ZJPYJAXRTKGA4NEH5ZOI62IXQD/graph.json","events_json":"https://pith.science/api/pith-number/ZJPYJAXRTKGA4NEH5ZOI62IXQD/events.json","paper":"https://pith.science/paper/ZJPYJAXR"},"agent_actions":{"view_html":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD","download_json":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD.json","view_paper":"https://pith.science/paper/ZJPYJAXR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1804.01182&json=true","fetch_graph":"https://pith.science/api/pith-number/ZJPYJAXRTKGA4NEH5ZOI62IXQD/graph.json","fetch_events":"https://pith.science/api/pith-number/ZJPYJAXRTKGA4NEH5ZOI62IXQD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD/action/storage_attestation","attest_author":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD/action/author_attestation","sign_citation":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD/action/citation_signature","submit_replication":"https://pith.science/pith/ZJPYJAXRTKGA4NEH5ZOI62IXQD/action/replication_record"}},"created_at":"2026-05-18T00:19:15.832783+00:00","updated_at":"2026-05-18T00:19:15.832783+00:00"}