{"id":"https://openalex.org/W3201565887","doi":"https://doi.org/10.1007/978-3-030-86979-3_37","title":"Deep Fake Recognition in Tweets Using Text Augmentation, Word Embeddings and Deep Learning","display_name":"Deep Fake Recognition in Tweets Using Text Augmentation, Word Embeddings and Deep Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201565887","doi":"https://doi.org/10.1007/978-3-030-86979-3_37","mag":"3201565887"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86979-3_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86979-3_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5047212702","display_name":"Senait Gebremichael Tesfagergish","orcid":null},"institutions":[{"id":"https://openalex.org/I172574986","display_name":"Kaunas University of Technology","ror":"https://ror.org/01me6gb93","country_code":"LT","type":"education","lineage":["https://openalex.org/I172574986"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Senait G. Tesfagergish","raw_affiliation_strings":["Kaunas University of Technology, Kaunas, Lithuania"],"affiliations":[{"raw_affiliation_string":"Kaunas University of Technology, Kaunas, Lithuania","institution_ids":["https://openalex.org/I172574986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042653526","display_name":"Robertas Dama\u0161evi\u010dius","orcid":"https://orcid.org/0000-0001-9990-1084"},"institutions":[{"id":"https://openalex.org/I172574986","display_name":"Kaunas University of Technology","ror":"https://ror.org/01me6gb93","country_code":"LT","type":"education","lineage":["https://openalex.org/I172574986"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Robertas Dama\u0161evi\u010dius","raw_affiliation_strings":["Kaunas University of Technology, Kaunas, Lithuania"],"affiliations":[{"raw_affiliation_string":"Kaunas University of Technology, Kaunas, Lithuania","institution_ids":["https://openalex.org/I172574986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043042273","display_name":"Jurgita Kapo\u010di\u016bt\u0117-Dzikien\u0117","orcid":"https://orcid.org/0000-0002-8402-4549"},"institutions":[{"id":"https://openalex.org/I188730046","display_name":"Vytautas Magnus University","ror":"https://ror.org/04y7eh037","country_code":"LT","type":"education","lineage":["https://openalex.org/I188730046"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Jurgita Kapo\u010di\u016bt\u0117-Dzikien\u0117","raw_affiliation_strings":["Vytautas Magnus University, Kaunas, Lithuania"],"affiliations":[{"raw_affiliation_string":"Vytautas Magnus University, Kaunas, Lithuania","institution_ids":["https://openalex.org/I188730046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047212702"],"corresponding_institution_ids":["https://openalex.org/I172574986"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":42.5086,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.99738459,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"523","last_page":"538"},"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":0.9962999820709229,"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/T10028","display_name":"Topic Modeling","score":0.9937999844551086,"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":0.8916856050491333},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.7291038632392883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6961858868598938},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6812738180160522},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6188560128211975},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5861587524414062},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5845854878425598},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5635367631912231},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5006637573242188},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4622039794921875},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43770378828048706},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42750898003578186},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4199671149253845},{"id":"https://openalex.org/keywords/vectorization","display_name":"Vectorization (mathematics)","score":0.41613566875457764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.335773766040802},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12838950753211975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8916856050491333},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.7291038632392883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6961858868598938},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6812738180160522},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6188560128211975},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5861587524414062},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5845854878425598},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5635367631912231},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5006637573242188},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4622039794921875},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43770378828048706},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42750898003578186},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4199671149253845},{"id":"https://openalex.org/C41681595","wikidata":"https://www.wikidata.org/wiki/Q7917855","display_name":"Vectorization (mathematics)","level":2,"score":0.41613566875457764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.335773766040802},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12838950753211975},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-86979-3_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86979-3_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:vdu.lt:20.500.12259/145260","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.12259/145260","pdf_url":null,"source":{"id":"https://openalex.org/S7407055361","display_name":"Vytautas Magnus University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1437335841","https://openalex.org/W1979076595","https://openalex.org/W2029115643","https://openalex.org/W2039530600","https://openalex.org/W2058907739","https://openalex.org/W2064675550","https://openalex.org/W2133564696","https://openalex.org/W2157331557","https://openalex.org/W2250539671","https://openalex.org/W2542192908","https://openalex.org/W2569238137","https://openalex.org/W2610850660","https://openalex.org/W2741838983","https://openalex.org/W2751589903","https://openalex.org/W2753241397","https://openalex.org/W2789426727","https://openalex.org/W2791544114","https://openalex.org/W2800869061","https://openalex.org/W2810047920","https://openalex.org/W2810351084","https://openalex.org/W2885386871","https://openalex.org/W2897701541","https://openalex.org/W2913351023","https://openalex.org/W2944575651","https://openalex.org/W2945928904","https://openalex.org/W2946068894","https://openalex.org/W2946119234","https://openalex.org/W2953173959","https://openalex.org/W2963443335","https://openalex.org/W2963545917","https://openalex.org/W2965373594","https://openalex.org/W2971296908","https://openalex.org/W2974087526","https://openalex.org/W2975067599","https://openalex.org/W2976074270","https://openalex.org/W2977526300","https://openalex.org/W2981025273","https://openalex.org/W2987479080","https://openalex.org/W3001895040","https://openalex.org/W3003892205","https://openalex.org/W3005716085","https://openalex.org/W3011403719","https://openalex.org/W3013658006","https://openalex.org/W3022435406","https://openalex.org/W3022839720","https://openalex.org/W3023367181","https://openalex.org/W3023514002","https://openalex.org/W3043310823","https://openalex.org/W3046357466","https://openalex.org/W3080295236","https://openalex.org/W3080422726","https://openalex.org/W3082260859","https://openalex.org/W3084079157","https://openalex.org/W3091174347","https://openalex.org/W3094183635","https://openalex.org/W3096798592","https://openalex.org/W3098341425","https://openalex.org/W3103872969","https://openalex.org/W3107425599","https://openalex.org/W3108703399","https://openalex.org/W6600988277"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W2762467749","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W2944541365","https://openalex.org/W3134737443","https://openalex.org/W3207608567"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
