{"id":"https://openalex.org/W2518299592","doi":"https://doi.org/10.1145/2959100.2959156","title":"Addressing Cold Start for Next-song Recommendation","display_name":"Addressing Cold Start for Next-song Recommendation","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2518299592","doi":"https://doi.org/10.1145/2959100.2959156","mag":"2518299592"},"language":"en","primary_location":{"id":"doi:10.1145/2959100.2959156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103126460","display_name":"Szu-Yu Chou","orcid":"https://orcid.org/0000-0002-5201-0580"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Szu-Yu Chou","raw_affiliation_strings":["Research Center for IT innovation, Academia Sinica, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"Research Center for IT innovation, Academia Sinica, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061291906","display_name":"Yi\u2010Hsuan Yang","orcid":"https://orcid.org/0000-0002-2724-6161"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Hsuan Yang","raw_affiliation_strings":["Research Center for IT innovation, Academia Sinica, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"Research Center for IT innovation, Academia Sinica, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073451247","display_name":"Jyh\u2010Shing Roger Jang","orcid":"https://orcid.org/0000-0002-7319-9095"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jyh-Shing Roger Jang","raw_affiliation_strings":["Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103682090","display_name":"Yu-Ching Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu-Ching Lin","raw_affiliation_strings":["KKBOX, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"KKBOX, Taipei, Taiwan Roc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103126460"],"corresponding_institution_ids":["https://openalex.org/I4210086894"],"apc_list":null,"apc_paid":null,"fwci":12.6063,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98521622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8315184116363525},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7345516681671143},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6613545417785645},{"id":"https://openalex.org/keywords/cold-start","display_name":"Cold start (automotive)","score":0.634566068649292},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5455103516578674},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5432719588279724},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4780726432800293},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4522949457168579},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.4256994426250458},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3968285024166107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3804945647716522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33490675687789917},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10730510950088501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315184116363525},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7345516681671143},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6613545417785645},{"id":"https://openalex.org/C2778956030","wikidata":"https://www.wikidata.org/wiki/Q5142477","display_name":"Cold start (automotive)","level":2,"score":0.634566068649292},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5455103516578674},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5432719588279724},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4780726432800293},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4522949457168579},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.4256994426250458},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3968285024166107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3804945647716522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33490675687789917},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10730510950088501},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2959100.2959156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1538936813","https://openalex.org/W1915070853","https://openalex.org/W1997076302","https://openalex.org/W2011805610","https://openalex.org/W2048657872","https://openalex.org/W2094286023","https://openalex.org/W2101409192","https://openalex.org/W2127566601","https://openalex.org/W2137028279","https://openalex.org/W2171279286"],"related_works":["https://openalex.org/W2497939785","https://openalex.org/W2219931199","https://openalex.org/W2735929803","https://openalex.org/W2971083348","https://openalex.org/W584290403","https://openalex.org/W3214288750","https://openalex.org/W2786642545","https://openalex.org/W2963185427","https://openalex.org/W3095646726","https://openalex.org/W2084560547"],"abstract_inverted_index":{"The":[0],"cold":[1,30],"start":[2,31],"problem":[3,32],"arises":[4],"in":[5,57,110,158,165],"various":[6],"recommendation":[7,133,138],"applications.":[8],"In":[9],"this":[10],"paper,":[11],"we":[12],"propose":[13],"a":[14,52,130,160],"tensor":[15],"factorization-based":[16],"algorithm":[17,42,73,143],"that":[18,51,75,136],"exploits":[19],"content":[20,104],"features":[21,105,114],"extracted":[22],"from":[23],"music":[24,132],"audio":[25,84],"to":[26,46,121],"deal":[27],"with":[28],"the":[29,34,40,48,60,63,72,80,83,88,95,98,103,112,137,141],"for":[33,115,125],"emerging":[35],"application":[36],"next-song":[37],"recommendation.":[38,127,167],"Specifically,":[39],"new":[41,163],"learns":[43,77],"sequential":[44],"behavior":[45],"predict":[47],"next":[49],"song":[50,62],"user":[53,64,161],"would":[54],"be":[55,107],"interested":[56],"based":[58],"on":[59,129],"last":[61],"just":[65],"listened":[66],"to.":[67],"A":[68],"unique":[69],"characteristic":[70],"of":[71,97,140],"is":[74,170],"it":[76],"and":[78,87,118,153],"updates":[79],"mapping":[81],"between":[82],"feature":[85],"space":[86,91],"item":[89],"latent":[90,113],"each":[92],"time":[93],"during":[94],"iterations":[96],"factorization":[99],"process.":[100],"This":[101],"way,":[102],"can":[106],"better":[108,151],"exploited":[109],"forming":[111],"both":[116],"users":[117],"items,":[119],"leading":[120],"more":[122],"effective":[123],"solutions":[124],"cold-start":[126],"Evaluation":[128],"large-scale":[131],"dataset":[134],"shows":[135],"result":[139],"proposed":[142],"exhibits":[144],"not":[145],"only":[146],"higher":[147],"accuracy":[148],"but":[149],"also":[150],"novelty":[152],"diversity,":[154],"suggesting":[155],"its":[156],"applicability":[157],"helping":[159],"explore":[162],"items":[164],"next-item":[166],"Our":[168],"implementation":[169],"available":[171],"at":[172],"https://github.com/fearofchou/ALMM.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
