{"id":"https://openalex.org/W3037186061","doi":"https://doi.org/10.1007/978-981-15-6318-8_34","title":"Exploiting Topic Modelling to Classify Sentiment from Lyrics","display_name":"Exploiting Topic Modelling to Classify Sentiment from Lyrics","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3037186061","doi":"https://doi.org/10.1007/978-981-15-6318-8_34","mag":"3037186061"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-6318-8_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-6318-8_34","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5088114534","display_name":"Maibam Debina Devi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161644","display_name":"Indian Institute of Information Technology Senapati, Manipur","ror":"https://ror.org/052ndvg69","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210161644"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Maibam Debina Devi","raw_affiliation_strings":["IIIT Manipur, Imphal, India"],"affiliations":[{"raw_affiliation_string":"IIIT Manipur, Imphal, India","institution_ids":["https://openalex.org/I4210161644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079799201","display_name":"Navanath Saharia","orcid":"https://orcid.org/0000-0001-8908-9395"},"institutions":[{"id":"https://openalex.org/I4210161644","display_name":"Indian Institute of Information Technology Senapati, Manipur","ror":"https://ror.org/052ndvg69","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210161644"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Navanath Saharia","raw_affiliation_strings":["IIIT Manipur, Imphal, India"],"affiliations":[{"raw_affiliation_string":"IIIT Manipur, Imphal, India","institution_ids":["https://openalex.org/I4210161644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088114534"],"corresponding_institution_ids":["https://openalex.org/I4210161644"],"apc_list":null,"apc_paid":null,"fwci":1.6484,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86293275,"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":"411","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7922322750091553},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.7776826024055481},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.7719444036483765},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7498282194137573},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6822287440299988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6573476791381836},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.6557113528251648},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.54033362865448},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.534132719039917},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5075250864028931},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.46504485607147217},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4485244154930115},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4390503466129303},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4282943606376648},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3230254650115967},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3177114725112915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922322750091553},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.7776826024055481},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.7719444036483765},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7498282194137573},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6822287440299988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6573476791381836},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6557113528251648},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.54033362865448},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.534132719039917},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5075250864028931},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.46504485607147217},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4485244154930115},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4390503466129303},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4282943606376648},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3230254650115967},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3177114725112915},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-6318-8_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-6318-8_34","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W131896369","https://openalex.org/W1732828232","https://openalex.org/W1880262756","https://openalex.org/W1902027874","https://openalex.org/W1999586157","https://openalex.org/W2038043464","https://openalex.org/W2100163972","https://openalex.org/W2115302508","https://openalex.org/W2130339025","https://openalex.org/W2146950091","https://openalex.org/W2158997610","https://openalex.org/W2161425276","https://openalex.org/W2162317738","https://openalex.org/W2165401136","https://openalex.org/W2169587258","https://openalex.org/W2187741934","https://openalex.org/W2341256577","https://openalex.org/W2406594196","https://openalex.org/W2554987092","https://openalex.org/W2613296002","https://openalex.org/W2625329765","https://openalex.org/W2728651859","https://openalex.org/W2766211292","https://openalex.org/W2909532814"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W3005513013","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W4389543811"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
