{"id":"https://openalex.org/W4391044683","doi":"https://doi.org/10.1007/978-3-031-51026-7_21","title":"Examining the Robustness of an Ensemble Learning Model for Credibility Based Fake News Detection","display_name":"Examining the Robustness of an Ensemble Learning Model for Credibility Based Fake News Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391044683","doi":"https://doi.org/10.1007/978-3-031-51026-7_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-51026-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-51026-7_21","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/A5035530307","display_name":"Amit Neil Ramkissoon","orcid":"https://orcid.org/0000-0003-2164-3366"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":true,"raw_author_name":"Amit Neil Ramkissoon","raw_affiliation_strings":["Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102456158","display_name":"Kris Manohar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Kris Manohar","raw_affiliation_strings":["Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005596209","display_name":"Wayne Goodridge","orcid":"https://orcid.org/0000-0001-9947-2216"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Wayne Goodridge","raw_affiliation_strings":["Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Technology, The University of the West Indies at St. Augustine, St. Augustine, Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035530307"],"corresponding_institution_ids":["https://openalex.org/I4210088717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.5246,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91390256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"246"},"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":0.9857000112533569,"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":0.9740999937057495,"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/ensemble-learning","display_name":"Ensemble learning","score":0.8298518061637878},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.8026836514472961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7554804086685181},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7352983951568604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7146356105804443},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.6916958689689636},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6366432905197144},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5172663331031799},{"id":"https://openalex.org/keywords/legitimacy","display_name":"Legitimacy","score":0.5156084895133972},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4477463364601135},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.16053813695907593}],"concepts":[{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.8298518061637878},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8026836514472961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7554804086685181},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7352983951568604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7146356105804443},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.6916958689689636},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6366432905197144},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5172663331031799},{"id":"https://openalex.org/C46295352","wikidata":"https://www.wikidata.org/wiki/Q207982","display_name":"Legitimacy","level":3,"score":0.5156084895133972},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4477463364601135},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.16053813695907593},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-51026-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-51026-7_21","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2737706773","https://openalex.org/W2742330194","https://openalex.org/W2763699126","https://openalex.org/W2778443828","https://openalex.org/W2810026022","https://openalex.org/W2901312569","https://openalex.org/W2944617929","https://openalex.org/W2952609086","https://openalex.org/W2963416784","https://openalex.org/W2976192278","https://openalex.org/W3004582376","https://openalex.org/W3031781733","https://openalex.org/W3107058614","https://openalex.org/W3131303966","https://openalex.org/W4205327729","https://openalex.org/W4289668515","https://openalex.org/W6600129504","https://openalex.org/W6821451257"],"related_works":["https://openalex.org/W1547545967","https://openalex.org/W2794896638","https://openalex.org/W1807784185","https://openalex.org/W4390905871","https://openalex.org/W3202800081","https://openalex.org/W1909207154","https://openalex.org/W3124390867","https://openalex.org/W3101614107","https://openalex.org/W3204228978","https://openalex.org/W1514365828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}