{"id":"https://openalex.org/W4414034796","doi":"https://doi.org/10.1145/3705328.3748018","title":"\"Beyond the past\": Leveraging Audio and Human Memory for Sequential Music Recommendation","display_name":"\"Beyond the past\": Leveraging Audio and Human Memory for Sequential Music Recommendation","publication_year":2025,"publication_date":"2025-09-06","ids":{"openalex":"https://openalex.org/W4414034796","doi":"https://doi.org/10.1145/3705328.3748018"},"language":"en","primary_location":{"id":"doi:10.1145/3705328.3748018","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3705328.3748018","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3705328.3748018","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3705328.3748018","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046778180","display_name":"Viet-Anh Tran","orcid":"https://orcid.org/0009-0002-9023-6772"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Viet Anh Tran","raw_affiliation_strings":["Deezer, Paris, France"],"raw_orcid":"https://orcid.org/0009-0002-9023-6772","affiliations":[{"raw_affiliation_string":"Deezer, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007094622","display_name":"Bruno Sguerra","orcid":"https://orcid.org/0000-0003-1158-9095"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruno Sguerra","raw_affiliation_strings":["Deezer, Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-1158-9095","affiliations":[{"raw_affiliation_string":"Deezer, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062693009","display_name":"Gabriel Meseguer-Brocal","orcid":"https://orcid.org/0000-0002-5232-8628"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriel Meseguer-Brocal","raw_affiliation_strings":["Deezer, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-5232-8628","affiliations":[{"raw_affiliation_string":"Deezer, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080866680","display_name":"L\u00e9a Briand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lea Briand","raw_affiliation_strings":["Deezer, Paris, France"],"raw_orcid":"https://orcid.org/0009-0003-4725-2766","affiliations":[{"raw_affiliation_string":"Deezer, Paris, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030861098","display_name":"Manuel Moussallam","orcid":"https://orcid.org/0000-0003-0886-5423"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Moussallam","raw_affiliation_strings":["Deezer, Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-0886-5423","affiliations":[{"raw_affiliation_string":"Deezer, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046778180"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2756361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"509","last_page":"514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9869999885559082,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.978600025177002,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482703924179077},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.46077319979667664},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.402662068605423},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3845672011375427},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.2589327096939087},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.17403185367584229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482703924179077},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.46077319979667664},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.402662068605423},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3845672011375427},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.2589327096939087},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.17403185367584229}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3705328.3748018","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3705328.3748018","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3705328.3748018","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2507.17356","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.17356","pdf_url":"https://arxiv.org/pdf/2507.17356","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3705328.3748018","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3705328.3748018","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3705328.3748018","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414034796.pdf","grobid_xml":"https://content.openalex.org/works/W4414034796.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W178169250","https://openalex.org/W835599624","https://openalex.org/W1964786562","https://openalex.org/W2020117243","https://openalex.org/W2054141820","https://openalex.org/W2136518234","https://openalex.org/W2483309620","https://openalex.org/W2531563875","https://openalex.org/W2575403103","https://openalex.org/W2612690371","https://openalex.org/W2760990126","https://openalex.org/W2764159532","https://openalex.org/W2914576582","https://openalex.org/W2964648863","https://openalex.org/W2972470325","https://openalex.org/W3013235169","https://openalex.org/W3088203142","https://openalex.org/W3105472188","https://openalex.org/W3199024980","https://openalex.org/W3201489878","https://openalex.org/W3201649632","https://openalex.org/W4296604455","https://openalex.org/W4366460030","https://openalex.org/W4384659132","https://openalex.org/W4386728831","https://openalex.org/W4386729241","https://openalex.org/W4387848606","https://openalex.org/W4392931767","https://openalex.org/W4403220452","https://openalex.org/W4411279425"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"On":[0],"music":[1],"streaming":[2],"services,":[3],"listening":[4],"sessions":[5],"are":[6],"often":[7],"composed":[8],"of":[9,12,28,36,48,93,108],"a":[10,50,80],"balance":[11],"familiar":[13],"and":[14,96],"new":[15,65,94],"tracks.Recently,":[16],"sequential":[17],"recommender":[18],"systems":[19],"have":[20,69],"adopted":[21],"cognitive-informed":[22],"approaches,":[23],"such":[24],"as":[25],"Adaptive":[26],"Control":[27],"Thought-Rational":[29],"(ACT-R),":[30],"to":[31,63,86,125],"successfully":[32],"improve":[33],"the":[34,37,42,57,90,100,105,109,121],"prediction":[35],"most":[38],"relevant":[39],"tracks":[40,66,95],"for":[41],"next":[43],"user":[44],"session.However,":[45],"one":[46],"limitation":[47],"using":[49,112],"model":[51,81,111],"inspired":[52],"by":[53],"human":[54],"memory":[55],"(or":[56],"past),":[58],"is":[59],"that":[60,67,82],"it":[61],"struggles":[62],"recommend":[64],"users":[68],"not":[70],"previously":[71],"listened":[72],"to.To":[73],"bridge":[74],"this":[75,130],"gap,":[76],"here":[77],"we":[78,116],"propose":[79],"leverages":[83],"audio":[84],"information":[85],"predict":[87],"in":[88,129],"advance":[89],"ACT-R-like":[91],"activation":[92],"incorporates":[97],"them":[98],"into":[99],"recommendation":[101],"scoring":[102],"process.We":[103],"demonstrate":[104],"empirical":[106],"effectiveness":[107],"proposed":[110],"proprietary":[113],"data,":[114],"which":[115],"publicly":[117],"release":[118],"along":[119],"with":[120],"model's":[122],"source":[123],"code":[124],"foster":[126],"future":[127],"research":[128],"field.":[131]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}