{"id":"https://openalex.org/W4394951883","doi":"https://doi.org/10.3233/jifs-219354","title":"Refinement of word embeddings with sentiment content using multi-output neural networks","display_name":"Refinement of word embeddings with sentiment content using multi-output neural networks","publication_year":2024,"publication_date":"2024-04-17","ids":{"openalex":"https://openalex.org/W4394951883","doi":"https://doi.org/10.3233/jifs-219354"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219354","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219354","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-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/A5012975951","display_name":"Carolina Mart\u00edn-del-Campo-Rodr\u00edguez","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"C. Mart\u00edn-del-Campo-Rodr\u00edguez","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010915932","display_name":"Ildar Batyrshin","orcid":"https://orcid.org/0000-0003-0241-7902"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ildar Batyrshin","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008287867","display_name":"Grigori Sidorov","orcid":"https://orcid.org/0000-0003-3901-3522"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Grigori Sidorov","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional (IPN), Centro de Investigaci\u00f3n en Computaci\u00f3n (CIC), Av. Juan de Dios Batiz, s/n, 07320, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012975951"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04099094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"2","first_page":"372","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9986000061035156,"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/T11309","display_name":"Music and Audio Processing","score":0.9952999949455261,"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/word","display_name":"Word (group theory)","score":0.740788459777832},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6062815189361572},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5970642566680908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5759031772613525},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.488817423582077},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4560354948043823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4192475974559784},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1724092662334442},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15221872925758362},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07071325182914734}],"concepts":[{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.740788459777832},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6062815189361572},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5970642566680908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5759031772613525},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.488817423582077},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4560354948043823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4192475974559784},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1724092662334442},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15221872925758362},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07071325182914734},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219354","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219354","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1503259811","https://openalex.org/W1966797434","https://openalex.org/W1988733743","https://openalex.org/W2006044072","https://openalex.org/W2022204871","https://openalex.org/W2023736093","https://openalex.org/W2040467972","https://openalex.org/W2066064791","https://openalex.org/W2101234009","https://openalex.org/W2114524997","https://openalex.org/W2250539671","https://openalex.org/W2250879510","https://openalex.org/W2251939518","https://openalex.org/W2798357113","https://openalex.org/W2916132663","https://openalex.org/W2947014278","https://openalex.org/W2962750587","https://openalex.org/W2964232431","https://openalex.org/W2997604048","https://openalex.org/W2998704965","https://openalex.org/W3022050883","https://openalex.org/W4243859118","https://openalex.org/W4256441345","https://openalex.org/W4404752318","https://openalex.org/W6675354045","https://openalex.org/W6680532216"],"related_works":["https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2296205523"],"abstract_inverted_index":{"Word":[0],"embeddings":[1,22,39,62],"have":[2],"been":[3],"successfully":[4],"used":[5],"in":[6,65,83],"diverse":[7],"tasks":[8],"of":[9],"Natural":[10],"Language":[11],"Processing,":[12],"including":[13],"sentiment":[14,69],"analysis":[15,70],"and":[16,42,57,68,80],"emotion":[17,66,88],"classification,":[18],"even":[19],"though":[20],"these":[21],"do":[23],"not":[24],"contain":[25],"any":[26],"emotional":[27,41],"or":[28],"sentimental":[29,43],"information.":[30],"This":[31],"article":[32],"proposes":[33,82],"a":[34,48],"method":[35],"to":[36,54],"refine":[37],"pre-trained":[38,78],"with":[40,76],"content.":[44],"To":[45],"this":[46],"end,":[47],"Multi-output":[49],"Neural":[50],"Network":[51],"is":[52],"proposed":[53],"learn":[55],"emotions":[56],"sentiments":[58],"simultaneously.":[59],"The":[60],"resulting":[61],"are":[63],"tested":[64],"classification":[67],"tasks,":[71],"showing":[72],"an":[73],"improvement":[74],"compared":[75],"the":[77,84],"vectors":[79],"other":[81],"state-of-the-art":[85],"for":[86],"fine-grained":[87],"classification.":[89]},"counts_by_year":[],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}