{"id":"https://openalex.org/W1964415811","doi":"https://doi.org/10.1145/2502081.2502170","title":"Using emotional context from article for contextual music recommendation","display_name":"Using emotional context from article for contextual music recommendation","publication_year":2013,"publication_date":"2013-10-21","ids":{"openalex":"https://openalex.org/W1964415811","doi":"https://doi.org/10.1145/2502081.2502170","mag":"1964415811"},"language":"en","primary_location":{"id":"doi:10.1145/2502081.2502170","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2502081.2502170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102019603","display_name":"Chih-Ming Chen","orcid":"https://orcid.org/0000-0002-0290-4279"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Ming Chen","raw_affiliation_strings":["National Chengchi University, Taipei, Taiwan Roc","National ChengChi University, Taipei, Taiwan,ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chengchi University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"National ChengChi University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076203419","display_name":"Ming-Feng Tsai","orcid":"https://orcid.org/0000-0002-3358-8176"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Feng Tsai","raw_affiliation_strings":["National Chengchi University, Taipei, Taiwan Roc","National ChengChi University, Taipei, Taiwan,ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chengchi University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"National ChengChi University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101719938","display_name":"Jen-Yu Liu","orcid":"https://orcid.org/0000-0003-1299-6688"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jen-Yu Liu","raw_affiliation_strings":["Academia Sinica, Taipei, Taiwan Roc","Academia Sinica, Taipei, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academia Sinica, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I84653119"]},{"raw_affiliation_string":"Academia Sinica, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I84653119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061291906","display_name":"Yi\u2010Hsuan Yang","orcid":"https://orcid.org/0000-0002-2724-6161"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Hsuan Yang","raw_affiliation_strings":["Academia Sinica, Taipei, Taiwan Roc","Academia Sinica, Taipei, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academia Sinica, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I84653119"]},{"raw_affiliation_string":"Academia Sinica, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I84653119"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"649","last_page":"652"},"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9975000023841858,"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":0.994700014591217,"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":0.6571435928344727},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6221439242362976},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.45905956625938416},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33378905057907104},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33349815011024475},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2881945073604584},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.12260186672210693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571435928344727},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6221439242362976},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.45905956625938416},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33378905057907104},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33349815011024475},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2881945073604584},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.12260186672210693},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2502081.2502170","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2502081.2502170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5699999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W172133891","https://openalex.org/W1536516100","https://openalex.org/W1993897382","https://openalex.org/W1999956270","https://openalex.org/W2048508267","https://openalex.org/W2049322458","https://openalex.org/W2053968437","https://openalex.org/W2059224076","https://openalex.org/W2067668838","https://openalex.org/W2080320419","https://openalex.org/W2083383166","https://openalex.org/W2094286023","https://openalex.org/W2111806152","https://openalex.org/W2113831957","https://openalex.org/W2151543699","https://openalex.org/W2156848952","https://openalex.org/W2316644690","https://openalex.org/W2405295861","https://openalex.org/W2951320349","https://openalex.org/W4285719527","https://openalex.org/W6606950356"],"related_works":["https://openalex.org/W2883909875","https://openalex.org/W2319928773","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2525876841","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2058862692","https://openalex.org/W2755763331"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,10,36,94],"context-aware":[4],"approach":[5,97,124],"that":[6,103],"recommends":[7],"music":[8,33,42,60,92],"to":[9,119],"user":[11,23],"based":[12],"on":[13],"the":[14,20,22,27,47,68,104,114,121,126],"user's":[15],"emotional":[16,69,105],"state":[17],"predicted":[18],"from":[19,46,109],"article":[21],"writes.":[24],"We":[25],"analyze":[26],"association":[28],"between":[29],"user-generated":[30,110],"text":[31,70],"and":[32,66,75,85],"by":[34],"using":[35],"real-world":[37],"dataset":[38],"with":[39],"user,":[40],"text,":[41],"tripartite":[43],"information":[44,54,71,107],"collected":[45],"social":[48],"blogging":[49],"website":[50],"LiveJournal.":[51],"The":[52],"audio":[53],"represents":[55],"various":[56],"perceptual":[57],"dimensions":[58],"of":[59,73,116],"listening,":[61],"including":[62],"danceability,":[63],"loudness,":[64],"mode,":[65],"tempo;":[67],"consists":[72],"bag-of-words":[74],"three":[76],"dimensional":[77],"affective":[78],"states":[79],"within":[80],"an":[81],"article:":[82],"valence,":[83],"arousal":[84],"dominance.":[86],"To":[87],"combine":[88],"these":[89],"factors":[90],"for":[91],"recommendation,":[93,117],"factorization":[95],"machine-based":[96],"is":[98],"taken.":[99],"Our":[100],"evaluation":[101],"shows":[102],"context":[106],"mined":[108],"articles":[111],"does":[112],"improve":[113],"quality":[115],"comparing":[118],"either":[120],"collaborative":[122],"filtering":[123],"or":[125],"content-based":[127],"approach.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
