{"id":"https://openalex.org/W3142973136","doi":"https://doi.org/10.3233/jifs-201993","title":"Learning emotional word embeddings for sentiment analysis","display_name":"Learning emotional word embeddings for sentiment analysis","publication_year":2021,"publication_date":"2021-03-26","ids":{"openalex":"https://openalex.org/W3142973136","doi":"https://doi.org/10.3233/jifs-201993","mag":"3142973136"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-201993","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201993","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 &amp; Fuzzy Systems","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/A5003178957","display_name":"Qingtian Zeng","orcid":"https://orcid.org/0000-0002-6421-8223"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingtian Zeng","raw_affiliation_strings":["College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034794194","display_name":"Xishi Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xishi Zhao","raw_affiliation_strings":["College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740224","display_name":"Xiaohui Hu","orcid":"https://orcid.org/0000-0001-5717-8676"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Hu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040737744","display_name":"Hua Duan","orcid":"https://orcid.org/0000-0002-0947-2704"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Duan","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065110066","display_name":"Zhongying Zhao","orcid":"https://orcid.org/0000-0002-5880-0225"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongying Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067392273","display_name":"Chao Li","orcid":"https://orcid.org/0000-0003-4943-489X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Li","raw_affiliation_strings":["College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065110066","https://openalex.org/A5067392273"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":1.2284,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82600822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"40","issue":"5","first_page":"9515","last_page":"9527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9988999962806702,"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":0.8026647567749023},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7256547212600708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6890755891799927},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6875916719436646},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6871473789215088},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6795947551727295},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5721959471702576},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5587171316146851},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.46162348985671997},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.396024614572525},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12313970923423767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8026647567749023},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7256547212600708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6890755891799927},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6875916719436646},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6871473789215088},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6795947551727295},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5721959471702576},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5587171316146851},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.46162348985671997},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.396024614572525},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12313970923423767},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-201993","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201993","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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W71795751","https://openalex.org/W1614298861","https://openalex.org/W1817561967","https://openalex.org/W1880262756","https://openalex.org/W1902027874","https://openalex.org/W2019759670","https://openalex.org/W2076094076","https://openalex.org/W2078841894","https://openalex.org/W2079823081","https://openalex.org/W2084046180","https://openalex.org/W2117130368","https://openalex.org/W2123649031","https://openalex.org/W2134036914","https://openalex.org/W2147152072","https://openalex.org/W2158899491","https://openalex.org/W2168681026","https://openalex.org/W2250879510","https://openalex.org/W2251939518","https://openalex.org/W2534719434","https://openalex.org/W2536583325","https://openalex.org/W2882319491","https://openalex.org/W2890607553","https://openalex.org/W2892137778","https://openalex.org/W2947838898","https://openalex.org/W2949547296","https://openalex.org/W2952230511","https://openalex.org/W2964236337","https://openalex.org/W2981562718","https://openalex.org/W2990769611","https://openalex.org/W2998704965","https://openalex.org/W3046214831","https://openalex.org/W3092377908","https://openalex.org/W3118327669","https://openalex.org/W4285719527","https://openalex.org/W6636510571","https://openalex.org/W6639619044","https://openalex.org/W6679893334","https://openalex.org/W6680532216","https://openalex.org/W6683738474","https://openalex.org/W6754605557","https://openalex.org/W6770318430","https://openalex.org/W6812014127"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W3186997021","https://openalex.org/W2997097677","https://openalex.org/W4308088897","https://openalex.org/W4200618314","https://openalex.org/W4286432911","https://openalex.org/W2911655849","https://openalex.org/W2771357047","https://openalex.org/W3134737443"],"abstract_inverted_index":{"Word":[0],"embeddings":[1],"have":[2],"been":[3],"successfully":[4],"applied":[5],"in":[6,60],"many":[7],"natural":[8],"language":[9],"processing":[10],"tasks":[11,151],"due":[12],"to":[13,70,87,93,153],"its":[14],"their":[15],"effectiveness.":[16],"However,":[17],"the":[18,46,81,109,113,118,133],"state-of-the-art":[19,155],"algorithms":[20],"for":[21,57],"learning":[22],"word":[23,53,68,119,148],"representations":[24],"from":[25],"large":[26],"amounts":[27],"of":[28,112,127],"text":[29,96,114,141,144],"documents":[30],"ignore":[31],"emotional":[32,52,110,149],"information,":[33],"which":[34,99],"is":[35,100,115],"a":[36,88,95,103],"significant":[37],"research":[38],"problem":[39],"that":[40,132],"must":[41],"be":[42],"addressed.":[43],"To":[44],"solve":[45],"above":[47],"problem,":[48],"we":[49],"propose":[50],"an":[51],"embedding":[54],"(EWE)":[55],"model":[56,90,136],"sentiment":[58,97,142],"analysis":[59],"this":[61,107],"paper.":[62],"This":[63],"method":[64],"first":[65],"applies":[66],"pre-trained":[67],"vectors":[69,84],"represent":[71],"document":[72,83],"features":[73],"using":[74],"two":[75],"different":[76],"linear":[77],"weighting":[78],"methods.":[79],"Then,":[80],"resulting":[82],"are":[85],"input":[86],"classification":[89],"and":[91,147],"used":[92],"train":[94],"classifier,":[98],"based":[101],"on":[102,124,140],"neural":[104],"network.":[105],"In":[106],"way,":[108],"polarity":[111],"propagated":[116],"into":[117],"vectors.":[120],"The":[121],"experimental":[122],"results":[123],"three":[125],"kinds":[126],"real-world":[128],"data":[129],"sets":[130],"demonstrate":[131],"proposed":[134],"EWE":[135],"achieves":[137],"superior":[138],"performances":[139],"prediction,":[143],"similarity":[145],"calculation,":[146],"expression":[150],"compared":[152],"other":[154],"models.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
