{"id":"https://openalex.org/W4414581716","doi":"https://doi.org/10.1007/s11227-025-07841-3","title":"A hybrid method based on optimized ensemble classifier using genetic algorithm and novel embedded feature extraction based on BERT for detecting fake news in social media","display_name":"A hybrid method based on optimized ensemble classifier using genetic algorithm and novel embedded feature extraction based on BERT for detecting fake news in social media","publication_year":2025,"publication_date":"2025-09-28","ids":{"openalex":"https://openalex.org/W4414581716","doi":"https://doi.org/10.1007/s11227-025-07841-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07841-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07841-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5076814657","display_name":"Kareem Abbas Dawood","orcid":"https://orcid.org/0000-0002-7024-0961"},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Kareem Awad Dawood","raw_affiliation_strings":["Department of Computer Engineering, Khorasgan Branch, Islamic Azad University, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Khorasgan Branch, Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I2799282979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024769656","display_name":"Golnaz Aghaee Ghazvini","orcid":"https://orcid.org/0000-0002-6525-1463"},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Golnaz Aghaee Ghazvini","raw_affiliation_strings":["Assistant professor Department of Computer, Dol.C., Islamic Azad University, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant professor Department of Computer, Dol.C., Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I2799282979"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fariba Majidi","orcid":null},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Fariba Majidi","raw_affiliation_strings":["Assistant professor,Department of Computer Engineering,Mo.C., Islamic Azad University, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant professor,Department of Computer Engineering,Mo.C., Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I2799282979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089567911","display_name":"Ali Albu-Rghaif","orcid":"https://orcid.org/0000-0003-4463-872X"},"institutions":[{"id":"https://openalex.org/I78277041","display_name":"University of Diyala","ror":"https://ror.org/01eb5yv70","country_code":"IQ","type":"education","lineage":["https://openalex.org/I78277041"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Albu-Rghaif","raw_affiliation_strings":["Department of Computer Engineering, Diyala Branch, Diyala University, Diyala, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Diyala Branch, Diyala University, Diyala, Iraq","institution_ids":["https://openalex.org/I78277041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024769656"],"corresponding_institution_ids":["https://openalex.org/I2799282979"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32320617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":"15","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":0.9997000098228455,"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":0.9997000098228455,"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":0.9973999857902527,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/discriminative-model","display_name":"Discriminative model","score":0.6729000210762024},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.595300018787384},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5823000073432922},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5748999714851379},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5415999889373779},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5292999744415283},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49309998750686646},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.42489999532699585},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.3986999988555908}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.901199996471405},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6729000210762024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.599399983882904},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.595300018787384},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5823000073432922},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5748999714851379},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5415999889373779},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5292999744415283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5162000060081482},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49309998750686646},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.42489999532699585},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.3986999988555908},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3953999876976013},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3370000123977661},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.33079999685287476},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3257000148296356},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.31060001254081726},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07841-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07841-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2778443828","https://openalex.org/W2919979744","https://openalex.org/W2963416784","https://openalex.org/W2963877803","https://openalex.org/W3012748561","https://openalex.org/W3020963228","https://openalex.org/W3022024046","https://openalex.org/W3022435406","https://openalex.org/W3107058614","https://openalex.org/W3111514217","https://openalex.org/W3138883064","https://openalex.org/W4200117295","https://openalex.org/W4210678938","https://openalex.org/W4210947478","https://openalex.org/W4292133440","https://openalex.org/W4293235592","https://openalex.org/W4319966514","https://openalex.org/W4321791223","https://openalex.org/W4321792464","https://openalex.org/W4360584293","https://openalex.org/W4386727208","https://openalex.org/W4387300505","https://openalex.org/W4387671855","https://openalex.org/W4388524030","https://openalex.org/W4388673040","https://openalex.org/W4391718339","https://openalex.org/W4393065881","https://openalex.org/W4393170771","https://openalex.org/W4404375932","https://openalex.org/W4404945594","https://openalex.org/W4405861053","https://openalex.org/W4406053227","https://openalex.org/W4406070280"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
