{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:4ASLY3Y3ICUOKXSCWZHKBBVXVD","short_pith_number":"pith:4ASLY3Y3","schema_version":"1.0","canonical_sha256":"e024bc6f1b40a8e55e42b64ea086b7a8ce4dcde0edbbd5b7d252d2728148b7b8","source":{"kind":"arxiv","id":"1710.03208","version":2},"attestation_state":"computed","paper":{"title":"Current Challenges and Visions in Music Recommender Systems Research","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Ching-Wei Chen, Hamed Zamani, Markus Schedl, Mehdi Elahi, Yashar Deldjoo","submitted_at":"2017-10-09T17:39:54Z","abstract_excerpt":"Music recommender systems (MRS) have experienced a boom in recent years, thanks to the emergence and success of online streaming services, which nowadays make available almost all music in the world at the user's fingertip. While today's MRS considerably help users to find interesting music in these huge catalogs, MRS research is still facing substantial challenges. In particular when it comes to build, incorporate, and evaluate recommendation strategies that integrate information beyond simple user--item interactions or content-based descriptors, but dig deep into the very essence of listener"},"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":"1710.03208","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2017-10-09T17:39:54Z","cross_cats_sorted":[],"title_canon_sha256":"e1e4cf0996b3ddbc7e4aa119b5008cd4cf3af4ed242cac2886e70b7824535401","abstract_canon_sha256":"79963516641c223c1edb18132cf62ef3a3000ac618cf84359c90e3e7d207f578"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:18:57.037233Z","signature_b64":"YWZPPCjB/OoNw/pzuA60fUPyae2FZcI2Ng98KchddHzMUgGB+WAc0Y/WR7hwcTIcUeuVC3sQ5T5MvdvgXS8SCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e024bc6f1b40a8e55e42b64ea086b7a8ce4dcde0edbbd5b7d252d2728148b7b8","last_reissued_at":"2026-05-18T00:18:57.036780Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:18:57.036780Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Current Challenges and Visions in Music Recommender Systems Research","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Ching-Wei Chen, Hamed Zamani, Markus Schedl, Mehdi Elahi, Yashar Deldjoo","submitted_at":"2017-10-09T17:39:54Z","abstract_excerpt":"Music recommender systems (MRS) have experienced a boom in recent years, thanks to the emergence and success of online streaming services, which nowadays make available almost all music in the world at the user's fingertip. While today's MRS considerably help users to find interesting music in these huge catalogs, MRS research is still facing substantial challenges. In particular when it comes to build, incorporate, and evaluate recommendation strategies that integrate information beyond simple user--item interactions or content-based descriptors, but dig deep into the very essence of listener"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1710.03208","kind":"arxiv","version":2},"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":"1710.03208","created_at":"2026-05-18T00:18:57.036856+00:00"},{"alias_kind":"arxiv_version","alias_value":"1710.03208v2","created_at":"2026-05-18T00:18:57.036856+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1710.03208","created_at":"2026-05-18T00:18:57.036856+00:00"},{"alias_kind":"pith_short_12","alias_value":"4ASLY3Y3ICUO","created_at":"2026-05-18T12:30:58.224056+00:00"},{"alias_kind":"pith_short_16","alias_value":"4ASLY3Y3ICUOKXSC","created_at":"2026-05-18T12:30:58.224056+00:00"},{"alias_kind":"pith_short_8","alias_value":"4ASLY3Y3","created_at":"2026-05-18T12:30:58.224056+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/4ASLY3Y3ICUOKXSCWZHKBBVXVD","json":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD.json","graph_json":"https://pith.science/api/pith-number/4ASLY3Y3ICUOKXSCWZHKBBVXVD/graph.json","events_json":"https://pith.science/api/pith-number/4ASLY3Y3ICUOKXSCWZHKBBVXVD/events.json","paper":"https://pith.science/paper/4ASLY3Y3"},"agent_actions":{"view_html":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD","download_json":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD.json","view_paper":"https://pith.science/paper/4ASLY3Y3","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1710.03208&json=true","fetch_graph":"https://pith.science/api/pith-number/4ASLY3Y3ICUOKXSCWZHKBBVXVD/graph.json","fetch_events":"https://pith.science/api/pith-number/4ASLY3Y3ICUOKXSCWZHKBBVXVD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD/action/storage_attestation","attest_author":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD/action/author_attestation","sign_citation":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD/action/citation_signature","submit_replication":"https://pith.science/pith/4ASLY3Y3ICUOKXSCWZHKBBVXVD/action/replication_record"}},"created_at":"2026-05-18T00:18:57.036856+00:00","updated_at":"2026-05-18T00:18:57.036856+00:00"}