{"id":"https://openalex.org/W3208844014","doi":"https://doi.org/10.1109/icccnt51525.2021.9579689","title":"Music Recommendation System Based on Emotion","display_name":"Music Recommendation System Based on Emotion","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3208844014","doi":"https://doi.org/10.1109/icccnt51525.2021.9579689","mag":"3208844014"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5011457586","display_name":"Pranesh Ulleri","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pranesh Ulleri","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016100586","display_name":"Shilpa Prakash","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shilpa Hari Prakash","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084441275","display_name":"Kiran B Zenith","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kiran B Zenith","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062189496","display_name":"Gouri S Nair","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gouri S Nair","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006022318","display_name":"Jinesh M. Kannimoola","orcid":"https://orcid.org/0000-0001-5392-0570"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jinesh M. Kannimoola","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011457586"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.2189,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79634888,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9840999841690063,"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":0.6758414506912231},{"id":"https://openalex.org/keywords/liveness","display_name":"Liveness","score":0.613703727722168},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5960720181465149},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5052359700202942},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.49246034026145935},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.46907490491867065},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4627774655818939},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.44433870911598206},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.42812949419021606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36644846200942993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30045247077941895},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.2389412224292755},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15650683641433716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6758414506912231},{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.613703727722168},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5960720181465149},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5052359700202942},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.49246034026145935},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.46907490491867065},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4627774655818939},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.44433870911598206},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42812949419021606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36644846200942993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30045247077941895},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2389412224292755},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15650683641433716},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W784166158","https://openalex.org/W1997776891","https://openalex.org/W2085264948","https://openalex.org/W2110321529","https://openalex.org/W2519268292","https://openalex.org/W2548128205","https://openalex.org/W2612112054","https://openalex.org/W2621094997","https://openalex.org/W2746645520","https://openalex.org/W2754478375","https://openalex.org/W2783699744","https://openalex.org/W2789607334","https://openalex.org/W2806792888","https://openalex.org/W2858548702","https://openalex.org/W2898251044","https://openalex.org/W2901836000","https://openalex.org/W2903353633","https://openalex.org/W2958637566"],"related_works":["https://openalex.org/W1565271071","https://openalex.org/W2081199208","https://openalex.org/W3349016","https://openalex.org/W3160870209","https://openalex.org/W2494011163","https://openalex.org/W2139648957","https://openalex.org/W1481041875","https://openalex.org/W2391970076","https://openalex.org/W2053262709","https://openalex.org/W2360699417"],"abstract_inverted_index":{"With":[0],"the":[1,6,16,24,74,88,106,123,126],"onset":[2],"of":[3,19,108,116,125],"lockdown":[4],"in":[5,23,42],"COVID-19":[7],"scenario,":[8],"people":[9],"were":[10],"forced":[11],"to":[12,36,60,86],"confine":[13],"themselves":[14],"within":[15],"four":[17],"walls":[18],"their":[20],"rooms":[21],"which":[22],"meantime":[25],"invited":[26],"mood":[27],"disorders":[28],"like":[29,94],"depression,":[30],"anxiety":[31],"etc.":[32,99],"Music":[33],"has":[34],"proven":[35],"be":[37,133],"a":[38,79],"potential":[39],"empathetic":[40],"companion":[41],"this":[43],"tough":[44],"time":[45],"for":[46],"all.":[47],"The":[48,76,114],"proposed":[49,127],"emotion-based":[50],"music":[51],"recommendation":[52,137],"system":[53,130],"uses":[54,78],"user":[55],"emotion":[56,90,128],"as":[57],"an":[58],"input":[59],"recommend":[61],"songs":[62,104],"that":[63,131],"are":[64],"ascertained":[65],"using":[66,70],"facial":[67],"expression":[68],"or":[69],"direct":[71],"inputs":[72],"from":[73],"user.":[75],"model":[77],"Random":[80],"Forest":[81],"classifier":[82],"and":[83,100],"XGBoost":[84],"algorithm":[85],"identify":[87],"song's":[89],"considering":[91],"various":[92],"features":[93],"instrumentalness,":[95],"energy,":[96],"acoustics,":[97],"liveness,":[98],"lyrical":[101],"similarity":[102],"among":[103],"with":[105],"help":[107],"Term-Frequency":[109],"times":[110],"Inverse":[111],"Document-Frequency":[112],"(TF-IDF).":[113],"results":[115],"comprehensive":[117],"experiments":[118],"on":[119],"real":[120],"data":[121],"confirm":[122],"accuracy":[124],"classification":[129],"can":[132],"integrated":[134],"into":[135],"any":[136],"engine.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
