{"id":"https://openalex.org/W7129049276","doi":"https://doi.org/10.1007/978-981-95-6950-2_20","title":"A Case Study of\u00a0a\u00a0Transparent and\u00a0Controllable Music Recommender System with\u00a0Multi-relational Layers","display_name":"A Case Study of\u00a0a\u00a0Transparent and\u00a0Controllable Music Recommender System with\u00a0Multi-relational Layers","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7129049276","doi":"https://doi.org/10.1007/978-981-95-6950-2_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-6950-2_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-95-6950-2_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-981-95-6950-2_20.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-981-95-6950-2_20.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"],"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"],"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/A5044109708","display_name":"Takumi Takahashi","orcid":"https://orcid.org/0000-0003-0217-1324"},"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":"Takumi Takahashi","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"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/A5126133382","display_name":"Masahiro Hamasaki","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":"Masahiro Hamasaki","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"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"],"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":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5505999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.692799985408783,"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":0.692799985408783,"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":0.22439999878406525,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.008100000210106373,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/recommender-system","display_name":"Recommender system","score":0.8744999766349792},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.682699978351593},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.5680999755859375},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5095999836921692},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.3400000035762787},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.32919999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8858000040054321},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8744999766349792},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.682699978351593},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.5680999755859375},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5095999836921692},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4645000100135803},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4293000102043152},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27559998631477356},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27149999141693115},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2581999897956848},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-6950-2_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-95-6950-2_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-981-95-6950-2_20.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-981-95-6950-2_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-95-6950-2_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-981-95-6950-2_20.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1069223013","display_name":null,"funder_award_id":"JSPS KAKENHI","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2792802287","display_name":null,"funder_award_id":"KAKENHI","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G3282004645","display_name":null,"funder_award_id":"JPMJCR","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"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/G4636223006","display_name":null,"funder_award_id":"JSPS KAK","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6718509927","display_name":null,"funder_award_id":"CREST","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8430481527","display_name":null,"funder_award_id":"Number","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8767347306","display_name":"\u97f3\u697d\u8074\u8846\u53cd\u5fdc\u306e\u30e2\u30c7\u30eb\u5316\u6280\u8853\u3068\u305d\u306e\u5fdc\u7528\u306b\u95a2\u3059\u308b\u7814\u7a76","funder_award_id":"25H01174","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7129049276.pdf","grobid_xml":"https://content.openalex.org/works/W7129049276.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1862636205","https://openalex.org/W1965583749","https://openalex.org/W2028988057","https://openalex.org/W2058990114","https://openalex.org/W2089566520","https://openalex.org/W2100171245","https://openalex.org/W2114281505","https://openalex.org/W2123991323","https://openalex.org/W2134584261","https://openalex.org/W2141438078","https://openalex.org/W2143476954","https://openalex.org/W2405142664","https://openalex.org/W2515895890","https://openalex.org/W2733579931","https://openalex.org/W2798435682","https://openalex.org/W2834192818","https://openalex.org/W2915495256","https://openalex.org/W2916072792","https://openalex.org/W2917259853","https://openalex.org/W2945623882","https://openalex.org/W2947612811","https://openalex.org/W2955436978","https://openalex.org/W2967638906","https://openalex.org/W2972348437","https://openalex.org/W3045200674","https://openalex.org/W3088665019","https://openalex.org/W3097300053","https://openalex.org/W3127417516","https://openalex.org/W4296604481","https://openalex.org/W4399528491","https://openalex.org/W4405882690"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"In":[1],"recommending":[2],"songs":[3,15,23],"to":[4,28,134],"users,":[5],"various":[6],"types":[7,99,121],"of":[8,100,122,159,163,169],"relationships":[9,42,55,101,130],"can":[10,148],"be":[11],"considered,":[12],"such":[13,41],"as":[14,79],"liked":[16],"by":[17,75],"users":[18,48,147],"with":[19,84,97],"similar":[20,27],"preferences":[21],"or":[22],"that":[24,146],"are":[25,56,125,131],"acoustically":[26],"those":[29],"the":[30,118,152,167],"target":[31],"user":[32],"already":[33],"likes.":[34],"Providing":[35],"explanations":[36],"for":[37],"recommendations":[38],"based":[39,68],"on":[40,69,110,128],"improves":[43],"transparency":[44,142,171],"and":[45,107,133,143,172],"trust,":[46],"but":[47],"currently":[49],"have":[50],"no":[51],"control":[52],"over":[53,160],"which":[54,129],"emphasized.":[57],"To":[58],"solve":[59],"this":[60,89],"problem,":[61],"we":[62,91],"extend":[63],"an":[64],"existing":[65],"recommendation":[66,123,154],"method":[67],"a":[70,80,93,111],"graph":[71,82],"convolutional":[72],"network":[73],"(GCN)":[74],"representing":[76],"each":[77],"relationship":[78],"separate":[81],"layer":[83],"adjustable":[85],"weights.":[86],"By":[87],"applying":[88],"method,":[90],"implemented":[92],"song":[94],"recommender":[95,138],"system":[96,139],"three":[98],"(user":[102],"preference":[103],"similarity,":[104,106],"acoustic":[105],"creator":[108],"commonality)":[109],"music":[112,175],"web":[113],"service":[114],"called":[115],"\u201cKiite.\u201d":[116],"On":[117],"service,":[119],"four":[120,153],"results":[124],"displayed,":[126],"depending":[127],"emphasized":[132],"what":[135],"degree.":[136],"The":[137],"offers":[140],"both":[141],"controllability":[144,173],"in":[145,174],"freely":[149],"switch":[150],"between":[151],"result":[155],"types.":[156],"An":[157],"analysis":[158],"two":[161],"years":[162],"usage":[164],"logs":[165],"demonstrates":[166],"effectiveness":[168],"combining":[170],"recommendation.":[176]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2026-02-17T00:00:00"}
