{"id":"https://openalex.org/W2860021505","doi":"https://doi.org/10.1145/3209219.3209225","title":"Effects of Individual Traits on Diversity-Aware Music Recommender User Interfaces","display_name":"Effects of Individual Traits on Diversity-Aware Music Recommender User Interfaces","publication_year":2018,"publication_date":"2018-07-03","ids":{"openalex":"https://openalex.org/W2860021505","doi":"https://doi.org/10.1145/3209219.3209225","mag":"2860021505"},"language":"en","primary_location":{"id":"doi:10.1145/3209219.3209225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209219.3209225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization","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/A5035509439","display_name":"Yucheng Jin","orcid":"https://orcid.org/0000-0002-3926-7277"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Yucheng Jin","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102711776","display_name":"Nava Tintarev","orcid":"https://orcid.org/0000-0002-5007-5161"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nava Tintarev","raw_affiliation_strings":["TU Delft, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035509439"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.8242,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.86238652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9976999759674072,"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":0.9976999759674072,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.974399983882904,"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":0.7187933325767517},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6919807195663452},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6660118103027344},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6567423343658447},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.5989709496498108},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5769847631454468},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.548566997051239},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5130366086959839},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.4731242060661316},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.42767611145973206},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4160904884338379},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3620043396949768},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2547113299369812},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20308956503868103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16816607117652893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7187933325767517},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6919807195663452},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6660118103027344},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6567423343658447},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.5989709496498108},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5769847631454468},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.548566997051239},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5130366086959839},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.4731242060661316},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.42767611145973206},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4160904884338379},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3620043396949768},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2547113299369812},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20308956503868103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16816607117652893},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3209219.3209225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209219.3209225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/623724","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/623724/1/effects-individual-traits.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"UMAP '18: 26th Conference on User Modeling, Adaptation and Personalization, Signapore, 9-11 July 2018","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tudelft.nl:uuid:d8736f23-0ca6-45a8-8aca-d1fa5a66e044","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:d8736f23-0ca6-45a8-8aca-d1fa5a66e044","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1546477643","https://openalex.org/W1577532880","https://openalex.org/W1592579489","https://openalex.org/W1601541158","https://openalex.org/W1821624969","https://openalex.org/W1915551841","https://openalex.org/W1966733160","https://openalex.org/W1971040550","https://openalex.org/W1980210130","https://openalex.org/W1981455444","https://openalex.org/W1982847643","https://openalex.org/W2002278473","https://openalex.org/W2017155001","https://openalex.org/W2036299830","https://openalex.org/W2050125880","https://openalex.org/W2058990114","https://openalex.org/W2097951507","https://openalex.org/W2110325612","https://openalex.org/W2112354254","https://openalex.org/W2119758323","https://openalex.org/W2119828234","https://openalex.org/W2125330369","https://openalex.org/W2137057085","https://openalex.org/W2141716335","https://openalex.org/W2142071678","https://openalex.org/W2143326486","https://openalex.org/W2144807535","https://openalex.org/W2151401338","https://openalex.org/W2153542506","https://openalex.org/W2153578526","https://openalex.org/W2155912844","https://openalex.org/W2159904393","https://openalex.org/W2161676175","https://openalex.org/W2162111811","https://openalex.org/W2207077672","https://openalex.org/W2213191543","https://openalex.org/W2227607112","https://openalex.org/W2237899139","https://openalex.org/W2405142664","https://openalex.org/W2467068840","https://openalex.org/W2546986214","https://openalex.org/W2555656651","https://openalex.org/W2761426037","https://openalex.org/W2809936592","https://openalex.org/W2888778913","https://openalex.org/W2908054697","https://openalex.org/W4213346165","https://openalex.org/W4241614188","https://openalex.org/W4298309906","https://openalex.org/W4299687421"],"related_works":["https://openalex.org/W3102755086","https://openalex.org/W2133515697","https://openalex.org/W1256197635","https://openalex.org/W2939189438","https://openalex.org/W2868400550","https://openalex.org/W2956101281","https://openalex.org/W2112409539","https://openalex.org/W2052370977","https://openalex.org/W2095257897","https://openalex.org/W2734916492"],"abstract_inverted_index":{"When":[0],"recommendations":[1],"become":[2],"increasingly":[3],"personalized,":[4],"users":[5,41],"are":[6],"often":[7],"presented":[8],"with":[9,38,155,186,205,225],"a":[10,70,79,108],"narrower":[11],"range":[12],"of":[13,69,134,180,234],"content.":[14],"To":[15],"mitigate":[16],"this":[17,54],"issue,":[18],"diversity-enhanced":[19],"user":[20,36,60,169],"interfaces":[21],"for":[22,46,137,222],"recommender":[23,72],"systems":[24],"have":[25,43],"in":[26,33,107,163],"the":[27,67,102,132,135,223,232],"past":[28],"found":[29,221],"to":[30,65,117,145,174,192,200],"be":[31],"effective":[32],"increasing":[34],"overall":[35,141],"satisfaction":[37,133],"recommendations.":[39],"However,":[40],"may":[42],"different":[44,50,75],"requirements":[45],"diversity,":[47,140],"and":[48,63,87,91,104,111,127,143,189],"consequently":[49],"visualization":[51,136],"requirements.":[52],"In":[53,94,202],"paper,":[55],"we":[56],"evaluate":[57],"two":[58,177],"visual":[59,128,157],"interfaces,":[61],"SimBub":[62,77,213],"ComBub,":[64],"present":[66],"diversity":[68,162,196,211],"music":[71,85,139,151],"system":[73],"from":[74,197,212],"perspectives.":[76],"is":[78,116,172,220],"baseline":[80],"bubble":[81],"chart":[82],"that":[83,150,184],"shows":[84],"genres":[86],"popularity":[88],"by":[89],"color":[90],"size,":[92],"respectively.":[93],"addition,":[95],"ComBub":[96,164,198],"visualizes":[97],"selected":[98],"audio":[99],"features":[100],"along":[101],"X":[103],"Y":[105],"axis":[106],"more":[109],"advanced":[110],"complex":[112],"visualization.":[113],"Our":[114,228],"goal":[115],"investigate":[118],"how":[119],"individual":[120,236],"traits":[121,237],"such":[122],"as":[123],"musical":[124],"sophistication":[125],"(MS)":[126],"memory":[129],"(VM)":[130],"influence":[131],"perceived":[138,208],"usability,":[142],"support":[144],"identify":[146],"blind-spots.":[147],"We":[148],"hypothesize":[149],"experts,":[152],"or":[153],"people":[154],"better":[156],"memory,":[158],"will":[159],"perceive":[160,193],"higher":[161,195,210],"than":[165,214],"SimBub.":[166,201],"A":[167],"within-subjects":[168],"study":[170,182],"(N=83)":[171],"conducted":[173],"compare":[175],"these":[176],"visualizations.":[178],"Results":[179],"our":[181],"show":[183,231],"participants":[185,204,224],"high":[187],"MS":[188,207],"VM":[190],"tend":[191],"significantly":[194,209],"compared":[199],"contrast,":[203],"low":[206,226],"ComBub;":[215],"however,":[216],"no":[217],"significant":[218],"result":[219],"VM.":[227],"research":[229],"findings":[230],"necessity":[233],"considering":[235],"while":[238],"designing":[239],"diversity-aware":[240],"interfaces.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
