{"id":"https://openalex.org/W4200496591","doi":"https://doi.org/10.3233/jifs-219247","title":"A unified deep neuro-fuzzy approach for COVID-19 twitter sentiment classification","display_name":"A unified deep neuro-fuzzy approach for COVID-19 twitter sentiment classification","publication_year":2021,"publication_date":"2021-12-17","ids":{"openalex":"https://openalex.org/W4200496591","doi":"https://doi.org/10.3233/jifs-219247"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219247","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-219247","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs219247?id=journal-of-intelligent-and-fuzzy-systems%2Fifs219247","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":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs219247?id=journal-of-intelligent-and-fuzzy-systems%2Fifs219247","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034339450","display_name":"Aman Bahuguna","orcid":null},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aman Bahuguna","raw_affiliation_strings":["Chandigarh University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chandigarh University, Punjab, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103006915","display_name":"Deepak Yadav","orcid":"https://orcid.org/0000-0003-4241-0158"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Yadav","raw_affiliation_strings":["Chandigarh University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chandigarh University, Punjab, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090075336","display_name":"Apurbalal Senapati","orcid":"https://orcid.org/0000-0001-9124-2563"},"institutions":[{"id":"https://openalex.org/I4210128956","display_name":"Central Institute of Technology Kokrajhar","ror":"https://ror.org/0329af416","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210128956","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Apurbalal Senapati","raw_affiliation_strings":["Central Institute of Technology, Kokrajhar, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Institute of Technology, Kokrajhar, Assam, India","institution_ids":["https://openalex.org/I4210128956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035754194","display_name":"Baidya Nath Saha","orcid":"https://orcid.org/0000-0001-6966-636X"},"institutions":[{"id":"https://openalex.org/I131564278","display_name":"Concordia University of Edmonton","ror":"https://ror.org/04013rx15","country_code":"CA","type":"education","lineage":["https://openalex.org/I131564278"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Baidya Nath Saha","raw_affiliation_strings":["Concordia University of Edmonton, Alberta, T5B 4E4, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University of Edmonton, Alberta, T5B 4E4, Canada","institution_ids":["https://openalex.org/I131564278"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035754194"],"corresponding_institution_ids":["https://openalex.org/I131564278"],"apc_list":null,"apc_paid":null,"fwci":0.4095,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.697734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"42","issue":"5","first_page":"4587","last_page":"4597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8249678611755371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.727437436580658},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5985791683197021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5723960399627686},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5060819983482361},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49784040451049805},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.494978129863739},{"id":"https://openalex.org/keywords/spelling","display_name":"Spelling","score":0.47717562317848206},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3879493474960327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3625536561012268},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16736066341400146},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1153607964515686},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07198706269264221}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8249678611755371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727437436580658},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5985791683197021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5723960399627686},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5060819983482361},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49784040451049805},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.494978129863739},{"id":"https://openalex.org/C2777801307","wikidata":"https://www.wikidata.org/wiki/Q2088390","display_name":"Spelling","level":2,"score":0.47717562317848206},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3879493474960327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3625536561012268},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16736066341400146},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1153607964515686},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07198706269264221},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219247","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-219247","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs219247?id=journal-of-intelligent-and-fuzzy-systems%2Fifs219247","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":{"id":"doi:10.3233/jifs-219247","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-219247","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs219247?id=journal-of-intelligent-and-fuzzy-systems%2Fifs219247","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200496591.pdf","grobid_xml":"https://content.openalex.org/works/W4200496591.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1587592060","https://openalex.org/W1994807229","https://openalex.org/W2587997492","https://openalex.org/W2608722825","https://openalex.org/W2617241599","https://openalex.org/W2748815855","https://openalex.org/W2791134662","https://openalex.org/W2883660486","https://openalex.org/W2904996177","https://openalex.org/W2917610441","https://openalex.org/W2946288995","https://openalex.org/W2962793900","https://openalex.org/W2963155213","https://openalex.org/W2966020243","https://openalex.org/W3020396369","https://openalex.org/W3026224809","https://openalex.org/W3038266714","https://openalex.org/W3088352144","https://openalex.org/W3099522378","https://openalex.org/W3104934048","https://openalex.org/W3112800536","https://openalex.org/W3123366370","https://openalex.org/W3142281245","https://openalex.org/W3143245897","https://openalex.org/W3146682110","https://openalex.org/W3153144232","https://openalex.org/W3177430872","https://openalex.org/W4298022231"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2161008081","https://openalex.org/W2100947578","https://openalex.org/W1555832326","https://openalex.org/W4298186509","https://openalex.org/W2556702969","https://openalex.org/W217221262","https://openalex.org/W611030372","https://openalex.org/W1974418053","https://openalex.org/W17155033"],"abstract_inverted_index":{"Covid-19":[0,74],"braces":[1],"serious":[2],"mental":[3,60],"health":[4,61],"crisis":[5],"across":[6],"the":[7,14,59,111],"world.":[8],"Since":[9],"a":[10,68,82],"vast":[11],"majority":[12],"of":[13],"population":[15],"exploit":[16],"social":[17,30],"media":[18,31],"platforms":[19],"such":[20],"as":[21],"twitter":[22,50,75,87,117],"to":[23,33,55],"exchange":[24],"information,":[25],"rapid":[26],"collecting":[27],"and":[28,37,57,93,102],"analyzing":[29],"data":[32,51,88],"understand":[34,56],"personal":[35],"well-being":[36],"subsequently":[38],"adopting":[39],"adequate":[40],"measures":[41],"could":[42],"avoid":[43],"severe":[44],"socio-economic":[45],"damage.":[46],"Sentiment":[47],"analysis":[48,89,95],"on":[49,113],"is":[52,96],"very":[53,83],"useful":[54],"identify":[58],"issues.":[62],"In":[63],"this":[64],"research,":[65],"we":[66],"proposed":[67],"unified":[69],"deep":[70],"neuro-fuzzy":[71],"approach":[72],"for":[73,86],"sentiment":[76,118],"classification.":[77],"Fuzzy":[78],"logic":[79],"has":[80],"been":[81],"powerful":[84],"tool":[85],"where":[90],"approximate":[91],"semantic":[92],"syntactic":[94],"more":[97],"relevant":[98],"because":[99],"correcting":[100],"spelling":[101],"grammar":[103],"in":[104],"tweets":[105],"are":[106],"merely":[107],"obnoxious.":[108],"We":[109],"conducted":[110],"experiment":[112],"three":[114],"challenging":[115],"COVID-19":[116],"datasets.":[119],"Experimental":[120],"results":[121],"demonstrate":[122],"that":[123],"fuzzy":[124],"Sugeno":[125],"integral":[126],"based":[127],"ensembled":[128],"classifiers":[129],"succeed":[130],"over":[131],"individual":[132],"base":[133],"classifiers.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
