{"id":"https://openalex.org/W4406016753","doi":"https://doi.org/10.1007/s42979-024-03534-5","title":"Detecting Misinformation in COVID-19 Content: A Machine Learning and Deep Learning Approach with Word Embeddings","display_name":"Detecting Misinformation in COVID-19 Content: A Machine Learning and Deep Learning Approach with Word Embeddings","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4406016753","doi":"https://doi.org/10.1007/s42979-024-03534-5"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-024-03534-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03534-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5003214287","display_name":"Arati Chabukswar","orcid":"https://orcid.org/0000-0003-3147-1385"},"institutions":[{"id":"https://openalex.org/I53465836","display_name":"Bangalore University","ror":"https://ror.org/050j2vm64","country_code":"IN","type":"education","lineage":["https://openalex.org/I53465836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arati Chabukswar","raw_affiliation_strings":["Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India","institution_ids":["https://openalex.org/I53465836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109750723","display_name":"P. Deepa Shenoy","orcid":null},"institutions":[{"id":"https://openalex.org/I53465836","display_name":"Bangalore University","ror":"https://ror.org/050j2vm64","country_code":"IN","type":"education","lineage":["https://openalex.org/I53465836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Deepa Shenoy","raw_affiliation_strings":["Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India","institution_ids":["https://openalex.org/I53465836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109853931","display_name":"K. R. Venugopal","orcid":null},"institutions":[{"id":"https://openalex.org/I53465836","display_name":"Bangalore University","ror":"https://ror.org/050j2vm64","country_code":"IN","type":"education","lineage":["https://openalex.org/I53465836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. R. Venugopal","raw_affiliation_strings":["Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University Visvesvaraya College of Engineering, Bangalore University, Bengaluru, Karnataka, 560001, India","institution_ids":["https://openalex.org/I53465836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003214287"],"corresponding_institution_ids":["https://openalex.org/I53465836"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":22.6031,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99068995,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9740999937057495,"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/word2vec","display_name":"Word2vec","score":0.8583527207374573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7762129902839661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7583790421485901},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.7405115365982056},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6621716618537903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5840874910354614},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5756581425666809},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.571458101272583},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5679871439933777},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49959778785705566},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4832525849342346},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.42883408069610596},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4134470820426941},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.18468695878982544}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.8583527207374573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762129902839661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7583790421485901},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.7405115365982056},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6621716618537903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5840874910354614},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5756581425666809},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.571458101272583},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5679871439933777},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49959778785705566},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4832525849342346},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.42883408069610596},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4134470820426941},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.18468695878982544},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-024-03534-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03534-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4699999988079071,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2900144515","https://openalex.org/W2900584776","https://openalex.org/W2906971970","https://openalex.org/W2955779837","https://openalex.org/W2971415260","https://openalex.org/W3001895040","https://openalex.org/W3020963228","https://openalex.org/W3045987077","https://openalex.org/W3046853231","https://openalex.org/W3080295236","https://openalex.org/W3080644557","https://openalex.org/W3097482582","https://openalex.org/W3098106685","https://openalex.org/W3107058614","https://openalex.org/W3126813721","https://openalex.org/W3148001275","https://openalex.org/W3156340054","https://openalex.org/W3159374415","https://openalex.org/W3200286571","https://openalex.org/W3210271011","https://openalex.org/W4200114368","https://openalex.org/W4212841134","https://openalex.org/W4220780897","https://openalex.org/W4223655348","https://openalex.org/W4309460223","https://openalex.org/W4311907908","https://openalex.org/W4319966514","https://openalex.org/W4319983294","https://openalex.org/W4323924022","https://openalex.org/W4360584293","https://openalex.org/W4366502792","https://openalex.org/W4366979061","https://openalex.org/W4372267907","https://openalex.org/W4375929029","https://openalex.org/W4375946243","https://openalex.org/W4376108449","https://openalex.org/W4377115522","https://openalex.org/W4378373966","https://openalex.org/W4378806366","https://openalex.org/W4380607273","https://openalex.org/W4390141881","https://openalex.org/W4390279544","https://openalex.org/W6632009484"],"related_works":["https://openalex.org/W2946409105","https://openalex.org/W2985392712","https://openalex.org/W4388996947","https://openalex.org/W3133567596","https://openalex.org/W2798009317","https://openalex.org/W3203949288","https://openalex.org/W3175524270","https://openalex.org/W4251594503","https://openalex.org/W3036348210","https://openalex.org/W4226479509"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
