{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:PU3M2FAQIEGTQ7ZYAOHJ22IGLY","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"556b86b5fe35bdea47cba79ff1f428fbaa13d0564d4d48f41fdd3a3561839022","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-26T07:47:15Z","title_canon_sha256":"99b0b16288400e3609b574ac45b2e2ac0780a790b174413bf4048bda8a450b76"},"schema_version":"1.0","source":{"id":"1708.07946","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.07946","created_at":"2026-05-18T00:36:14Z"},{"alias_kind":"arxiv_version","alias_value":"1708.07946v1","created_at":"2026-05-18T00:36:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.07946","created_at":"2026-05-18T00:36:14Z"},{"alias_kind":"pith_short_12","alias_value":"PU3M2FAQIEGT","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_16","alias_value":"PU3M2FAQIEGTQ7ZY","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_8","alias_value":"PU3M2FAQ","created_at":"2026-05-18T12:31:37Z"}],"graph_snapshots":[{"event_id":"sha256:f0378b78c044247afb653dc0106a54a7de165c7e64e992f5c3937e54c3d863db","target":"graph","created_at":"2026-05-18T00:36:14Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"Sales forecast is an essential task in E-commerce and has a crucial impact on making informed business decisions. It can help us to manage the workforce, cash flow and resources such as optimizing the supply chain of manufacturers etc. Sales forecast is a challenging problem in that sales is affected by many factors including promotion activities, price changes, and user preferences etc. Traditional sales forecast techniques mainly rely on historical sales data to predict future sales and their accuracies are limited. Some more recent learning-based methods capture more information in the mode","authors_text":"Can Wang, Kui Zhao","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-26T07:47:15Z","title":"Sales Forecast in E-commerce using Convolutional Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.07946","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:9077e760940586d928e68d41cc55008dfd23bd696dc28f509d334b94711557a4","target":"record","created_at":"2026-05-18T00:36:14Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"556b86b5fe35bdea47cba79ff1f428fbaa13d0564d4d48f41fdd3a3561839022","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-26T07:47:15Z","title_canon_sha256":"99b0b16288400e3609b574ac45b2e2ac0780a790b174413bf4048bda8a450b76"},"schema_version":"1.0","source":{"id":"1708.07946","kind":"arxiv","version":1}},"canonical_sha256":"7d36cd1410410d387f38038e9d69065e123a31eb12f6a9ce97c92a58d5b9438c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7d36cd1410410d387f38038e9d69065e123a31eb12f6a9ce97c92a58d5b9438c","first_computed_at":"2026-05-18T00:36:14.871842Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:36:14.871842Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QPy3k1Xn6WSvPuBL7OL6cXC3Xoi/DVexDPLzxEJHBkcKSSd3t3YiNGJ0/2ml8/FFW2fDyVtQTzWZwSqtdE7hAA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:36:14.872390Z","signed_message":"canonical_sha256_bytes"},"source_id":"1708.07946","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9077e760940586d928e68d41cc55008dfd23bd696dc28f509d334b94711557a4","sha256:f0378b78c044247afb653dc0106a54a7de165c7e64e992f5c3937e54c3d863db"],"state_sha256":"9fcc4aae88beb5898d378fd30ec0baf0457dc5af5d284eccc55f0591e40c6def"}