{"id":"https://openalex.org/W2082942233","doi":"https://doi.org/10.1145/1774088.1774495","title":"A novel music recommender by discovering preferable perceptual-patterns from music pieces","display_name":"A novel music recommender by discovering preferable perceptual-patterns from music pieces","publication_year":2010,"publication_date":"2010-03-22","ids":{"openalex":"https://openalex.org/W2082942233","doi":"https://doi.org/10.1145/1774088.1774495","mag":"2082942233"},"language":"en","primary_location":{"id":"doi:10.1145/1774088.1774495","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","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/A5008185438","display_name":"Ja-Hwung Su","orcid":"https://orcid.org/0000-0003-1236-7208"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ja-Hwung Su","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan, R.O.C","National Cheng Kung University, Tainan, Taiwan, R.O .C"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O .C","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090833598","display_name":"Hsin-Ho Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Ho Yeh","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan, R.O.C","National Cheng Kung University, Tainan, Taiwan, R.O .C"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O .C","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043399804","display_name":"Vincent S. Tseng","orcid":"https://orcid.org/0000-0002-4853-1594"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Vincent S. Tseng","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan, R.O.C","National Cheng Kung University, Tainan, Taiwan, R.O .C"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan, R.O .C","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008185438"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":1.3533,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81076962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1924","last_page":"1928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9951000213623047,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9860000014305115,"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/collaborative-filtering","display_name":"Collaborative filtering","score":0.8692708015441895},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8643651008605957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7905521392822266},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6896361708641052},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5724183917045593},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5657020211219788},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5543267726898193},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5390223264694214},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4481187164783478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2823600172996521}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8692708015441895},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8643651008605957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905521392822266},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6896361708641052},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5724183917045593},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5657020211219788},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5543267726898193},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5390223264694214},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4481187164783478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2823600172996521},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1774088.1774495","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.720.8646","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.720.8646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://idb.csie.ncku.edu.tw/paper/conference/A%20Novel%20Music%20Recommender%20by%20Discovering%20Preferable%20Perceptual-Patterns%20from%20Music%20Pieces.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5169446624","display_name":null,"funder_award_id":"NSC 98-2631-H-006-001","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G6621015589","display_name":null,"funder_award_id":"97-EC-17-A-02-s1-024","funder_id":"https://openalex.org/F4320322835","funder_display_name":"Ministry of Economic Affairs"}],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W38176230","https://openalex.org/W166844666","https://openalex.org/W177707068","https://openalex.org/W281665770","https://openalex.org/W2042281163","https://openalex.org/W2057552436","https://openalex.org/W2074231493","https://openalex.org/W2106750173","https://openalex.org/W2116041407","https://openalex.org/W2117311203","https://openalex.org/W2153275212","https://openalex.org/W2171960770"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Nowadays,":[0],"advanced":[1],"information":[2],"and":[3,72,93],"communication":[4],"technologies":[5],"ease":[6],"the":[7,18,46,51,59,65,68,78,105,133,148],"access":[8],"of":[9,29,118,153],"music":[10,30,37,99,123,136],"pieces.":[11],"However,":[12],"it":[13],"is":[14],"still":[15],"hard":[16],"for":[17],"users":[19],"to":[20,49,64,96,121],"find":[21],"what":[22],"she/he":[23],"prefers":[24],"from":[25],"a":[26,85,116],"huge":[27],"amount":[28],"works.":[31],"To":[32,76],"solve":[33],"this":[34,81],"problem,":[35],"most":[36],"recommenders":[38,56,150],"based":[39],"on":[40],"collaborative":[41,94,126],"filtering":[42,95],"(called":[43],"CF)":[44],"utilize":[45],"rating":[47],"logs":[48],"predict":[50],"user's":[52,60,134],"preference.":[53],"Unfortunately,":[54],"CF-like":[55],"cannot":[57],"capture":[58],"preference":[61,129],"effectively":[62],"due":[63],"gap":[66],"between":[67],"complicated":[69],"musical":[70,90,102,119],"contents":[71,91,103],"diverse":[73],"user":[74],"preferences.":[75],"reduce":[77],"gap,":[79],"in":[80,151],"paper,":[82],"we":[83],"propose":[84],"novel":[86],"recommender":[87,145],"that":[88,142],"integrates":[89],"mining":[92],"achieve":[97],"high-quality":[98],"recommendation.":[100,124],"For":[101,125],"mining,":[104],"proposed":[106,144],"perceptual":[107],"patterns":[108],"derived":[109],"by":[110],"Two-stage":[111],"clustering":[112],"are":[113],"adopted":[114],"as":[115],"kind":[117],"genes":[120],"support":[122],"filtering,":[127],"pattern-based":[128],"prediction":[130],"can":[131],"imply":[132],"preferred":[135],"effectively.":[137],"The":[138],"experimental":[139],"results":[140],"reveal":[141],"our":[143],"well":[146],"outperforms":[147],"existing":[149],"terms":[152],"recommendation":[154],"quality.":[155]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}