{"id":"https://openalex.org/W2131017281","doi":"https://doi.org/10.1145/1026711.1026740","title":"Experimenting with music taste prediction by user profiling","display_name":"Experimenting with music taste prediction by user profiling","publication_year":2004,"publication_date":"2004-10-15","ids":{"openalex":"https://openalex.org/W2131017281","doi":"https://doi.org/10.1145/1026711.1026740","mag":"2131017281"},"language":"en","primary_location":{"id":"doi:10.1145/1026711.1026740","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1026711.1026740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval","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/A5079277600","display_name":"Marco Grimaldi","orcid":"https://orcid.org/0000-0003-2399-4506"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Marco Grimaldi","raw_affiliation_strings":["Trinity College Dublin, Dublin Ireland","Trinity college Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, Dublin Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity college Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059144722","display_name":"P\u00e1draig Cunningham","orcid":"https://orcid.org/0000-0002-3499-0810"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"P\u00e1draig Cunningham","raw_affiliation_strings":["Trinity College Dublin, Dublin Ireland","Trinity college Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, Dublin Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity college Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079277600"],"corresponding_institution_ids":["https://openalex.org/I205274468"],"apc_list":null,"apc_paid":null,"fwci":0.8413,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.74199116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"180"},"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":0.9941999912261963,"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/T10860","display_name":"Speech and Audio Processing","score":0.9909999966621399,"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":0.7893999218940735},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.773453414440155},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.7119013667106628},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5836870670318604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5517539381980896},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5411646962165833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.536878228187561},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.45665302872657776},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.43299853801727295},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42749008536338806},{"id":"https://openalex.org/keywords/multimedia-information-retrieval","display_name":"Multimedia information retrieval","score":0.4199987053871155},{"id":"https://openalex.org/keywords/taste","display_name":"Taste","score":0.4141186475753784},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3550499677658081},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.14737221598625183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7893999218940735},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.773453414440155},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.7119013667106628},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5836870670318604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5517539381980896},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5411646962165833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.536878228187561},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.45665302872657776},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43299853801727295},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42749008536338806},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.4199987053871155},{"id":"https://openalex.org/C8868529","wikidata":"https://www.wikidata.org/wiki/Q124794","display_name":"Taste","level":2,"score":0.4141186475753784},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3550499677658081},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.14737221598625183},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1026711.1026740","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1026711.1026740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1170282039","https://openalex.org/W1552227627","https://openalex.org/W1557757161","https://openalex.org/W1607425652","https://openalex.org/W1711390041","https://openalex.org/W1835965142","https://openalex.org/W1997136459","https://openalex.org/W2000672666","https://openalex.org/W2046134527","https://openalex.org/W2094429819","https://openalex.org/W2106418031","https://openalex.org/W2111331420","https://openalex.org/W2129351839","https://openalex.org/W2150819773","https://openalex.org/W2164547069","https://openalex.org/W3021310968","https://openalex.org/W3022995300","https://openalex.org/W6637424626"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W4249591409","https://openalex.org/W4252132147","https://openalex.org/W21488386","https://openalex.org/W2033277672","https://openalex.org/W2402064163","https://openalex.org/W4255393940","https://openalex.org/W2164075953","https://openalex.org/W2131017281","https://openalex.org/W1978253936"],"abstract_inverted_index":{"In":[0],"recent":[1],"years":[2],"many":[3],"research":[4,40],"projects":[5],"have":[6],"been":[7],"published":[8,53],"in":[9,37,124],"the":[10,27,38,66,73,128,132,148,151,168,178],"area":[11,41],"of":[12,75,85,131,150,159],"multimedia":[13,24],"information":[14],"retrieval":[15],"(MIR).":[16],"The":[17,88,103,153],"requirement":[18],"is":[19,42,90,107,171],"to":[20,23,65,71,83,91,100,112,126,146,164],"enable":[21],"access":[22],"data":[25],"with":[26],"same":[28],"ease":[29],"as":[30],"textual":[31],"information.":[32],"A":[33],"distinctly":[34],"new":[35],"branch":[36],"MIR":[39],"categorizing":[43],"music":[44,93,113],"items":[45],"by":[46,54,95,109,173],"user":[47,86,101,169],"preference.":[48],"Some":[49],"experiments":[50],"proposed":[51],"and":[52,78,135],"different":[55,120],"authors,":[56],"showed":[57],"that":[58,156],"machine":[59],"learning":[60],"techniques":[61,143],"can":[62,161],"be":[63,162],"applied":[64],"problem.":[67],"This":[68],"work":[69],"tries":[70],"extend":[72],"use":[74],"signal":[76,105],"approximation":[77],"characterization":[79],"from":[80],"genre":[81,176],"classification":[82],"recognition":[84],"taste.":[87],"idea":[89],"learn":[92],"preferences":[94],"applying":[96],"instance":[97],"based":[98,138],"classifiers":[99,121],"profiles.":[102],"audio":[104],"(item)":[106],"characterized":[108],"features":[110],"sensitive":[111],"genres":[114],"(<i>Rock,":[115],"Jazz,":[116],"Classical,":[117],"Techno</i>).":[118],"Two":[119],"are":[122,144],"explored":[123,145],"order":[125],"determine":[127],"generalization":[129],"accuracy":[130,149,182],"system:":[133],"k-NN":[134],"feature":[136],"sub-pace":[137],"ensembles":[139],"(FSSE).":[140],"Feature":[141],"selection":[142],"boost":[147],"predictor.":[152],"evaluation":[154],"shows":[155,180],"this":[157],"kind":[158],"problem":[160],"solved":[163],"some":[165],"extent.":[166],"When":[167],"taste":[170],"driven":[172],"a":[174],"certain":[175],"preference,":[177],"system":[179],"reasonable":[181]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}