{"id":"https://openalex.org/W2159303930","doi":"https://doi.org/10.1109/ijcnn.2009.5178975","title":"Music recommendation and query-by-content using Self-Organizing Maps","display_name":"Music recommendation and query-by-content using Self-Organizing Maps","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2159303930","doi":"https://doi.org/10.1109/ijcnn.2009.5178975","mag":"2159303930"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2009.5178975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","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/A5055261588","display_name":"Kyle B. Dickerson","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kyle B. Dickerson","raw_affiliation_strings":["Computer Science Department, Brigham Young University, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Brigham Young University, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064318273","display_name":"Dan Ventura","orcid":"https://orcid.org/0000-0002-3111-2238"},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Ventura","raw_affiliation_strings":["Computer Science Department, Brigham Young University, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Brigham Young University, USA","institution_ids":["https://openalex.org/I100005738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055261588"],"corresponding_institution_ids":["https://openalex.org/I100005738"],"apc_list":null,"apc_paid":null,"fwci":3.2112,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92333709,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"705","last_page":"710"},"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":0.9990000128746033,"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":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8327498435974121},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6799779534339905},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.627717912197113},{"id":"https://openalex.org/keywords/string-searching-algorithm","display_name":"String searching algorithm","score":0.6211661696434021},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.6141024827957153},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.601296603679657},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5921903848648071},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.516653835773468},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.39760762453079224},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3658614754676819},{"id":"https://openalex.org/keywords/pattern-matching","display_name":"Pattern matching","score":0.302931547164917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15052810311317444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8327498435974121},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6799779534339905},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.627717912197113},{"id":"https://openalex.org/C7757238","wikidata":"https://www.wikidata.org/wiki/Q374040","display_name":"String searching algorithm","level":3,"score":0.6211661696434021},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6141024827957153},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.601296603679657},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5921903848648071},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.516653835773468},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.39760762453079224},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3658614754676819},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.302931547164917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15052810311317444},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ijcnn.2009.5178975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarsarchive.byu.edu:facpub-1866","is_oa":false,"landing_page_url":"https://scholarsarchive.byu.edu/facpub/867","pdf_url":null,"source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.160.2224","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.2224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://axon.cs.byu.edu/papers/dickerson.ijcnn09.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.555.6953","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.555.6953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.singingtree.com/~kyle/blog/files/KBD_IJCNN_Paper.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W7961603","https://openalex.org/W11703657","https://openalex.org/W13759301","https://openalex.org/W30579322","https://openalex.org/W44499633","https://openalex.org/W90018894","https://openalex.org/W153525290","https://openalex.org/W172720284","https://openalex.org/W1572339688","https://openalex.org/W1580938630","https://openalex.org/W1649161886","https://openalex.org/W1667643841","https://openalex.org/W1679913846","https://openalex.org/W1966280390","https://openalex.org/W2017523452","https://openalex.org/W2027518030","https://openalex.org/W2055922985","https://openalex.org/W2092781592","https://openalex.org/W2094571051","https://openalex.org/W2101151533","https://openalex.org/W2113070769","https://openalex.org/W2118209142","https://openalex.org/W2120803704","https://openalex.org/W2126410803","https://openalex.org/W2133824856","https://openalex.org/W4245176872","https://openalex.org/W4285719527","https://openalex.org/W6600319114","https://openalex.org/W6600475410","https://openalex.org/W6600598615","https://openalex.org/W6601738571","https://openalex.org/W6603659302","https://openalex.org/W6606292757","https://openalex.org/W6607028168","https://openalex.org/W6634856110","https://openalex.org/W6637056131","https://openalex.org/W6637255751","https://openalex.org/W6641901765"],"related_works":["https://openalex.org/W3145288231","https://openalex.org/W2371263218","https://openalex.org/W4398785990","https://openalex.org/W2092552144","https://openalex.org/W2354196777","https://openalex.org/W2257399947","https://openalex.org/W2965473297","https://openalex.org/W2386746909","https://openalex.org/W2108265183","https://openalex.org/W2387316851"],"abstract_inverted_index":{"The":[0],"ever-increasing":[1],"density":[2],"of":[3,16,23,57,68,85,89,121,131,145],"computer":[4],"storage":[5],"devices":[6],"has":[7],"allowed":[8],"the":[9,54,58,69,86,90,94,122,129,132,143,146],"average":[10],"user":[11,99],"to":[12,50,75,113,135],"store":[13],"enormous":[14],"quantities":[15],"multimedia":[17],"content,":[18],"and":[19,71,92,149,155],"a":[20,98,105,137,152],"large":[21],"amount":[22],"this":[24],"content":[25,34,56,88],"is":[26],"usually":[27],"music.":[28],"Current":[29],"search":[30,51],"techniques":[31],"for":[32],"musical":[33,138],"rely":[35],"on":[36,128],"meta-data":[37],"tags":[38],"which":[39,97],"describe":[40],"artist,":[41],"album,":[42],"year,":[43],"genre,":[44],"etc.":[45],"Query-by-content":[46],"systems":[47,61],"allow":[48],"users":[49],"based":[52],"upon":[53,65],"acoustical":[55,124],"songs.":[59],"Recent":[60],"have":[62,103],"mainly":[63],"depended":[64],"textual":[66],"representations":[67],"queries":[70],"targets":[72],"in":[73,96],"order":[74],"apply":[76],"common":[77],"string-matching":[78],"algorithms.":[79],"However,":[80],"these":[81],"methods":[82],"lose":[83],"much":[84],"information":[87],"song":[91],"limit":[93],"ways":[95],"may":[100],"search.":[101],"We":[102,126,141],"created":[104],"music":[106],"recommendation":[107,133],"system":[108,134],"that":[109],"uses":[110],"self-organizing":[111],"maps":[112],"find":[114],"similarities":[115],"between":[116],"songs":[117],"while":[118],"preserving":[119],"more":[120],"original":[123],"content.":[125],"build":[127],"design":[130,154],"create":[136],"query-by-content":[139],"system.":[140],"discuss":[142,156],"weaknesses":[144],"naive":[147],"solution":[148],"then":[150],"implement":[151],"quasi-supervised":[153],"some":[157],"preliminary":[158],"results.":[159]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}