{"id":"https://openalex.org/W4220920983","doi":"https://doi.org/10.1145/3490099.3511156","title":"TastePaths: Enabling Deeper Exploration and Understanding of Personal Preferences in Recommender Systems","display_name":"TastePaths: Enabling Deeper Exploration and Understanding of Personal Preferences in Recommender Systems","publication_year":2022,"publication_date":"2022-03-21","ids":{"openalex":"https://openalex.org/W4220920983","doi":"https://doi.org/10.1145/3490099.3511156"},"language":"en","primary_location":{"id":"doi:10.1145/3490099.3511156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490099.3511156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"27th International Conference on Intelligent User Interfaces","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/A5043565372","display_name":"Savvas Petridis","orcid":"https://orcid.org/0000-0002-4944-8477"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Savvas Petridis","raw_affiliation_strings":["Computer Science Department, Columbia University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Columbia University, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077634377","display_name":"Nediyana Daskalova","orcid":"https://orcid.org/0000-0002-0711-3177"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nediyana Daskalova","raw_affiliation_strings":["Spotify, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotify, United States","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056975549","display_name":"Sarah Mennicken","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Mennicken","raw_affiliation_strings":["Spotify, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotify, United States","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048132210","display_name":"Samuel F. Way","orcid":"https://orcid.org/0000-0002-3173-0490"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel F Way","raw_affiliation_strings":["Spotify, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotify, United States","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057995688","display_name":"Paul Lamere","orcid":"https://orcid.org/0000-0002-3530-9468"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Lamere","raw_affiliation_strings":["Spotify, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotify, United States","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012667840","display_name":"Jennifer S. Thom","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Thom","raw_affiliation_strings":["Spotify, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotify, United States","institution_ids":["https://openalex.org/I4210122154"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7838,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84268445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9936000108718872,"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":0.9897000193595886,"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/recommender-system","display_name":"Recommender system","score":0.8691898584365845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7882448434829712},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6472954154014587},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5799752473831177},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.551111102104187},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3831009268760681},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37554386258125305},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34716200828552246}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8691898584365845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7882448434829712},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6472954154014587},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5799752473831177},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.551111102104187},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3831009268760681},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37554386258125305},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34716200828552246},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3490099.3511156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490099.3511156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"27th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W615621364","https://openalex.org/W1736726159","https://openalex.org/W1966760335","https://openalex.org/W1990551083","https://openalex.org/W1996533415","https://openalex.org/W1996764654","https://openalex.org/W2000122588","https://openalex.org/W2000368573","https://openalex.org/W2034371412","https://openalex.org/W2042492403","https://openalex.org/W2055814397","https://openalex.org/W2058990114","https://openalex.org/W2106242970","https://openalex.org/W2109328649","https://openalex.org/W2112856797","https://openalex.org/W2125330369","https://openalex.org/W2131681506","https://openalex.org/W2135415614","https://openalex.org/W2148943147","https://openalex.org/W2158609873","https://openalex.org/W2162111811","https://openalex.org/W2171707538","https://openalex.org/W2210543184","https://openalex.org/W2223495811","https://openalex.org/W2289653124","https://openalex.org/W2509048457","https://openalex.org/W2516364559","https://openalex.org/W2591921914","https://openalex.org/W2749768842","https://openalex.org/W2790980374","https://openalex.org/W2795818739","https://openalex.org/W2803054945","https://openalex.org/W2809936592","https://openalex.org/W2893370267","https://openalex.org/W2893508485","https://openalex.org/W2899193037","https://openalex.org/W2913854599","https://openalex.org/W2915495256","https://openalex.org/W2918080118","https://openalex.org/W2940974129","https://openalex.org/W2954294195","https://openalex.org/W3031192630","https://openalex.org/W3042720687","https://openalex.org/W3099768174","https://openalex.org/W3125273512","https://openalex.org/W3152656243","https://openalex.org/W3154239228","https://openalex.org/W3201592279","https://openalex.org/W4231591892","https://openalex.org/W4248589894","https://openalex.org/W4281564584","https://openalex.org/W4288083766","https://openalex.org/W4299687421"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,220],"are":[2],"ubiquitous":[3],"and":[4,39,124,164,183,190,209,215,230],"influence":[5],"the":[6,86,119,133,149,155,188,197],"information":[7,18],"we":[8,47,50,72,206],"consume":[9],"daily":[10],"by":[11,66],"helping":[12],"us":[13,37],"navigate":[14],"vast":[15],"catalogs":[16],"of":[17,26,85,91,105,111,117,132,196,200],"like":[19],"music":[20,63,70],"databases.":[21],"However,":[22],"their":[23,33,162,172,185,227],"linear":[24],"approach":[25],"surfacing":[27],"content":[28],"in":[29,55,137,187,218],"ranked":[30],"lists":[31],"limits":[32],"ability":[34],"to":[35,122,147,177,221],"help":[36,222],"grow":[38],"understand":[40],"our":[41,204],"personal":[42,173],"preferences.":[43],"In":[44,175],"this":[45],"paper,":[46],"study":[48,99],"how":[49],"can":[51],"better":[52,194],"support":[53],"users":[54,81,223],"exploring":[56],"a":[57,89,96,108,115,125,130,138,193],"novel":[58],"space,":[59],"specifically":[60],"focusing":[61],"on":[62,129,203],"genres.":[64],"Informed":[65],"interviews":[67],"with":[68,100,114,171],"expert":[69],"listeners,":[71],"developed":[73],"TastePaths:":[74],"an":[75,83],"interactive":[76],"web":[77],"tool":[78],"that":[79,142,167],"helps":[80],"explore":[82,148,224],"overview":[84],"genre-space":[87],"via":[88],"graph":[90],"connected":[92],"artists.":[93],"We":[94,140],"conducted":[95],"comparative":[97],"user":[98,120],"16":[101],"participants":[102,143,181],"where":[103],"each":[104],"them":[106,192],"used":[107],"personalized":[109,156],"version":[110,157],"TastePaths":[112,179],"(built":[113],"set":[116,131],"artists":[118,136],"listens":[121],"frequently)":[123],"non-personalized":[126],"one":[127],"(based":[128],"most":[134],"popular":[135],"genre).":[139],"find":[141],"employed":[144],"various":[145],"strategies":[146],"space.":[150],"Overall,":[151],"they":[152],"greatly":[153],"preferred":[154],"as":[158],"it":[159],"helped":[160,180],"anchor":[161],"exploration":[163],"provided":[165],"recommendations":[166],"were":[168],"more":[169,213],"compatible":[170],"taste.":[174],"addition":[176],"that,":[178],"specify":[182],"articulate":[184],"interest":[186],"genre":[189],"gave":[191],"understanding":[195],"system\u2019s":[198],"organization":[199],"music.":[201],"Based":[202],"findings,":[205],"discuss":[207],"opportunities":[208],"challenges":[210],"for":[211],"incorporating":[212],"control":[214],"expressive":[216],"feedback":[217],"recommendation":[219],"spaces":[225],"beyond":[226],"immediate":[228],"interests":[229],"improve":[231],"these":[232],"systems\u2019":[233],"underlying":[234],"algorithms.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}