{"id":"https://openalex.org/W4412468122","doi":"https://doi.org/10.1007/s11042-025-21022-7","title":"Exploring the effectiveness of user-driven intent-based recommendation models implemented in a real-world music web service","display_name":"Exploring the effectiveness of user-driven intent-based recommendation models implemented in a real-world music web service","publication_year":2025,"publication_date":"2025-07-16","ids":{"openalex":"https://openalex.org/W4412468122","doi":"https://doi.org/10.1007/s11042-025-21022-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-025-21022-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-025-21022-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-025-21022-7.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-025-21022-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050292896","display_name":"Kosetsu Tsukuda","orcid":"https://orcid.org/0000-0001-8593-1768"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kosetsu Tsukuda","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8593-1768","affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112246779","display_name":"Keisuke Ishida","orcid":null},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keisuke Ishida","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102735068","display_name":"Kento Watanabe","orcid":"https://orcid.org/0000-0001-8311-6073"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kento Watanabe","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017826395","display_name":"Masahiro Hamasaki","orcid":"https://orcid.org/0000-0003-3085-7446"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Hamasaki","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030650456","display_name":"Masataka Goto","orcid":"https://orcid.org/0000-0003-1167-0977"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masataka Goto","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050292896"],"corresponding_institution_ids":["https://openalex.org/I73613424"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23672441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"84","issue":"38","first_page":"46973","last_page":"46994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11309","display_name":"Music and Audio Processing","score":0.9987999796867371,"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/T11106","display_name":"Data Management and Algorithms","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9254083633422852},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6165681481361389},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4954274892807007},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42895787954330444},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3867107629776001}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9254083633422852},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6165681481361389},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4954274892807007},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42895787954330444},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3867107629776001},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-025-21022-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-025-21022-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-025-21022-7.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-025-21022-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-025-21022-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-025-21022-7.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3775593313","display_name":null,"funder_award_id":"JPMJCR20D4","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G432938063","display_name":null,"funder_award_id":"JPMJAC1602","funder_id":"https://openalex.org/F4320338113","funder_display_name":"Accelerated Innovation Research Initiative Turning Top Science and Ideas into High-Impact Values"}],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"},{"id":"https://openalex.org/F4320338113","display_name":"Accelerated Innovation Research Initiative Turning Top Science and Ideas into High-Impact Values","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412468122.pdf","grobid_xml":"https://content.openalex.org/works/W4412468122.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W55024793","https://openalex.org/W330552895","https://openalex.org/W1902027874","https://openalex.org/W1927727167","https://openalex.org/W1964415811","https://openalex.org/W1978305354","https://openalex.org/W1978609982","https://openalex.org/W1979761939","https://openalex.org/W1990184998","https://openalex.org/W1993320088","https://openalex.org/W1995797952","https://openalex.org/W2003255646","https://openalex.org/W2003684386","https://openalex.org/W2012713830","https://openalex.org/W2014023679","https://openalex.org/W2025605741","https://openalex.org/W2030808931","https://openalex.org/W2031634675","https://openalex.org/W2041688781","https://openalex.org/W2042998450","https://openalex.org/W2048657872","https://openalex.org/W2049229728","https://openalex.org/W2094429819","https://openalex.org/W2108241587","https://openalex.org/W2112008792","https://openalex.org/W2171960770","https://openalex.org/W2286124384","https://openalex.org/W2289653124","https://openalex.org/W2291378481","https://openalex.org/W2309374626","https://openalex.org/W2511041668","https://openalex.org/W2525306155","https://openalex.org/W2613560434","https://openalex.org/W2740778368","https://openalex.org/W2744627088","https://openalex.org/W2766658708","https://openalex.org/W2789837583","https://openalex.org/W2798272631","https://openalex.org/W2798327638","https://openalex.org/W2895769822","https://openalex.org/W2914639375","https://openalex.org/W2915495256","https://openalex.org/W2939574508","https://openalex.org/W2945438668","https://openalex.org/W2991848383","https://openalex.org/W3041281612","https://openalex.org/W3043861921","https://openalex.org/W3156091632","https://openalex.org/W4211124088","https://openalex.org/W4221103790","https://openalex.org/W4280622884","https://openalex.org/W4281936375","https://openalex.org/W4309795480","https://openalex.org/W4312820073","https://openalex.org/W4321485188","https://openalex.org/W4385567639","https://openalex.org/W4387969148","https://openalex.org/W4400524712","https://openalex.org/W4400645776","https://openalex.org/W4402715838"],"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":{"Abstract":[0],"This":[1,99],"paper":[2],"explores":[3],"the":[4,63,77,120,145,149,153,186,200,214],"effectiveness":[5,201],"of":[6,62,72,170,205],"a":[7,14,41,96,109],"flexible":[8],"song":[9],"recommendation":[10,24,32,89,112,192,211],"function":[11,19],"implemented":[12],"in":[13,76,91],"music":[15],"web":[16,155],"service.":[17],"The":[18,69],"allows":[20],"users":[21,81,165,179,207],"to":[22,29,36,66,82,144,177,180,208],"create":[23,181],"models,":[25],"which":[26],"we":[27,158],"refer":[28],"as":[30],"intent-based":[31],"models":[33,90],"(IBRMs),":[34],"according":[35,65],"their":[37,182],"intents.":[38,68],"For":[39],"example,":[40],"user":[42,121],"can":[43],"develop":[44,117],"IBRMs":[45,64,161,172,188],"for":[46,50,95],"\u201ccool":[47],"songs,\u201d":[48],"\u201csongs":[49],"concentrating":[51],"on":[52,108,138],"work,\u201d":[53],"and":[54,57,85,129,166,202],"so":[55],"on,":[56],"receive":[58],"recommendations":[59],"from":[60,194],"each":[61,93],"her":[67],"key":[70,168],"novelty":[71],"this":[73],"work":[74],"lies":[75],"architecture":[78],"that":[79,106],"enables":[80],"explicitly":[83],"construct":[84],"maintain":[86],"multiple":[87],"personalized":[88],"parallel,":[92],"specialized":[94],"particular":[97],"intent.":[98,147],"user-driven":[100],"approach":[101],"contrasts":[102],"with":[103],"conventional":[104],"systems":[105],"rely":[107],"single,":[110],"system-controlled":[111],"model":[113],"per":[114],"user.":[115],"To":[116],"an":[118],"IBRM,":[119],"first":[122],"initializes":[123],"it":[124,133,174],"by":[125,134,163],"choosing":[126],"seed":[127],"songs":[128,141],"then":[130],"repeatedly":[131],"updates":[132],"giving":[135],"feedback":[136],"based":[137],"whether":[139],"recommended":[140],"are":[142],"relevant":[143],"user\u2019s":[146],"In":[148],"case":[150],"study":[151],"using":[152],"real-world":[154],"service":[156],"\u201cKiite,\u201d":[157],"analyze":[159],"1,116":[160],"created":[162,187],"417":[164],"show":[167],"characteristics":[169],"those":[171],"(e.g.,":[173],"is":[175],"meaningful":[176],"enable":[178],"own":[183],"IBRMs,":[184],"because":[185],"generate":[189],"largely":[190],"different":[191],"results":[193],"one":[195],"another).":[196],"These":[197],"findings":[198],"demonstrate":[199],"practical":[203],"value":[204],"enabling":[206],"control":[209],"intent-specific":[210],"behavior":[212],"through":[213],"proposed":[215],"IBRM":[216],"framework.":[217]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
