{"id":"https://openalex.org/W4382281920","doi":"https://doi.org/10.1007/978-981-99-1410-4_28","title":"Combating Fake News with Machine Learning and Deep Learning Methods","display_name":"Combating Fake News with Machine Learning and Deep Learning Methods","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382281920","doi":"https://doi.org/10.1007/978-981-99-1410-4_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-1410-4_28","doi":"https://doi.org/10.1007/978-981-99-1410-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1410-4_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4382280494","display_name":"Proceedings of the 2nd International Conference on Signal and Data Processing"},"type":"conference-paper","is_traditional":true,"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/A5047681941","display_name":"Ramesh Nangi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210109466","display_name":"CR Rao Advanced Institute of Mathematics, Statistics and Computer Science","ror":"https://ror.org/01sg0nk94","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210109466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramesh Nangi","raw_affiliation_strings":["C.R. Rao Advanced Institute of Mathematics, Statistics and Computer Science (AIMSCS), Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C.R. Rao Advanced Institute of Mathematics, Statistics and Computer Science (AIMSCS), Hyderabad, India","institution_ids":["https://openalex.org/I4210109466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023905801","display_name":"K. V. Pradeepthi","orcid":"https://orcid.org/0000-0001-6032-6692","observed_orcids":["https://orcid.org/0000-0001-6032-6692"]},"institutions":[{"id":"https://openalex.org/I4210109466","display_name":"CR Rao Advanced Institute of Mathematics, Statistics and Computer Science","ror":"https://ror.org/01sg0nk94","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210109466"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. V. Pradeepthi","raw_affiliation_strings":["C.R. Rao Advanced Institute of Mathematics, Statistics and Computer Science (AIMSCS), Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0001-6032-6692","affiliations":[{"raw_affiliation_string":"C.R. Rao Advanced Institute of Mathematics, Statistics and Computer Science (AIMSCS), Hyderabad, India","institution_ids":["https://openalex.org/I4210109466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023905801"],"corresponding_institution_ids":["https://openalex.org/I4210109466"],"apc_list":null,"apc_paid":null,"fwci":0.6413,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74871759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"345"},"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":9.999999747378752e-05,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.0,"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/fake-news-detection","display_name":"fake news detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.9950000047683716},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.8669999837875366},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.8479999899864197},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.7860000133514404},{"id":"https://openalex.org/keywords/real-time-detection","display_name":"real-time detection","score":0.5770000219345093},{"id":"https://openalex.org/keywords/political-misinformation","display_name":"political misinformation","score":0.6019999980926514},{"id":"https://openalex.org/keywords/health-misinformation","display_name":"health misinformation","score":0.9810000061988831}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.9419071078300476},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.7565187215805054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7196032404899597},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6540497541427612},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6079086661338806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5815799832344055},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5494458675384521},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5324388742446899},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5161508321762085},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.45266541838645935},{"id":"https://openalex.org/C512654426","wikidata":"https://www.wikidata.org/wiki/Q19652","display_name":"Public domain","level":2,"score":0.41490256786346436},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3510820269584656},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32878974080085754},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24033084511756897},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21423768997192383},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1991722583770752},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09043082594871521},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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:10.1007/978-981-99-1410-4_28","doi":"https://doi.org/10.1007/978-981-99-1410-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1410-4_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2611921107","https://openalex.org/W2749784378","https://openalex.org/W2900144515","https://openalex.org/W2945267390","https://openalex.org/W2955692055","https://openalex.org/W2968431602","https://openalex.org/W3003275667","https://openalex.org/W3008291922","https://openalex.org/W3030055324","https://openalex.org/W3081049956","https://openalex.org/W3093031973","https://openalex.org/W3102007290","https://openalex.org/W4200367315"],"related_works":["https://openalex.org/W4315631756","https://openalex.org/W3081445597","https://openalex.org/W4387251747","https://openalex.org/W4309905511","https://openalex.org/W7150132666","https://openalex.org/W4382117733","https://openalex.org/W4285238601","https://openalex.org/W4231480396","https://openalex.org/W4394911102","https://openalex.org/W4324349641"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-06-28T00:00:00"}