{"id":"https://openalex.org/W4210678938","doi":"https://doi.org/10.1007/s00500-022-06773-x","title":"Machine learning for fake news classification with optimal feature selection","display_name":"Machine learning for fake news classification with optimal feature selection","publication_year":2022,"publication_date":"2022-01-29","ids":{"openalex":"https://openalex.org/W4210678938","doi":"https://doi.org/10.1007/s00500-022-06773-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-022-06773-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-06773-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5018601701","display_name":"Muhammad Fayaz","orcid":"https://orcid.org/0000-0002-7554-290X"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I36001604","display_name":"University of Peshawar","ror":"https://ror.org/02t2qwf81","country_code":"PK","type":"education","lineage":["https://openalex.org/I36001604"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Fayaz","raw_affiliation_strings":["Center of Information Technology, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","Center of Information Technology, University of Peshawar, Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Information Technology, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I36001604"]},{"raw_affiliation_string":"Center of Information Technology, University of Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I36001604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036425195","display_name":"Atif Khan","orcid":"https://orcid.org/0000-0003-3628-0262"},"institutions":[{"id":"https://openalex.org/I206573129","display_name":"Islamia College University","ror":"https://ror.org/02p2c1595","country_code":"PK","type":"education","lineage":["https://openalex.org/I206573129"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Atif Khan","raw_affiliation_strings":["Department of Computer Science, Islamia College, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","Department of Computer Science, Islamia College, Peshawar, Peshawar, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-3628-0262","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Islamia College, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I206573129"]},{"raw_affiliation_string":"Department of Computer Science, Islamia College, Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I206573129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031643080","display_name":"Muhammad Bilal","orcid":"https://orcid.org/0000-0003-4073-7501"},"institutions":[{"id":"https://openalex.org/I206573129","display_name":"Islamia College University","ror":"https://ror.org/02p2c1595","country_code":"PK","type":"education","lineage":["https://openalex.org/I206573129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Bilal","raw_affiliation_strings":["Department of Computer Science, Islamia College, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","Department of Computer Science, Islamia College, Peshawar, Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Islamia College, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I206573129"]},{"raw_affiliation_string":"Department of Computer Science, Islamia College, Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I206573129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113194869","display_name":"Sana Ullah Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I178777954","display_name":"Kohat University of Science and Technology","ror":"https://ror.org/057d2v504","country_code":"PK","type":"education","lineage":["https://openalex.org/I178777954"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sana Ullah Khan","raw_affiliation_strings":["Institute of Computing, Kohat University of Science and Technology, Kohat, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, Kohat University of Science and Technology, Kohat, Pakistan","institution_ids":["https://openalex.org/I178777954"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036425195"],"corresponding_institution_ids":["https://openalex.org/I206573129"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":13.1978,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.98764607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"16","first_page":"7763","last_page":"7771"},"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":0.9934999942779541,"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":0.960099995136261,"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/feature-selection","display_name":"Feature selection","score":0.768742024898529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7573226690292358},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7209184765815735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7052926421165466},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7016451954841614},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6893019676208496},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5908102989196777},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5526514649391174},{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.5192827582359314},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4772465229034424},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.46271368861198425},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.44334056973457336},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4166390299797058},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.41387268900871277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14848917722702026},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.11083272099494934}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.768742024898529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573226690292358},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7209184765815735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7052926421165466},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7016451954841614},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6893019676208496},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5908102989196777},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5526514649391174},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.5192827582359314},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4772465229034424},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.46271368861198425},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.44334056973457336},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4166390299797058},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.41387268900871277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14848917722702026},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.11083272099494934},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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:10.1007/s00500-022-06773-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-06773-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2041287014","https://openalex.org/W2763572884","https://openalex.org/W2924988155","https://openalex.org/W2944575651","https://openalex.org/W2973835677","https://openalex.org/W2980871247","https://openalex.org/W2980986395","https://openalex.org/W2992154106","https://openalex.org/W3003736418","https://openalex.org/W3005274673","https://openalex.org/W3010720374","https://openalex.org/W3107058614","https://openalex.org/W3108011434","https://openalex.org/W3108402444","https://openalex.org/W3175501901","https://openalex.org/W4249585706"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2117019857","https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W2188759683","https://openalex.org/W4317376680"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
