{"id":"https://openalex.org/W3120963462","doi":"https://doi.org/10.1007/s11042-020-10299-5","title":"Resampling imbalanced data to detect fake reviews using machine learning classifiers and textual-based features","display_name":"Resampling imbalanced data to detect fake reviews using machine learning classifiers and textual-based features","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3120963462","doi":"https://doi.org/10.1007/s11042-020-10299-5","mag":"3120963462"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-10299-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10299-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://funes.uniandes.edu.co/20064/1/Mansilla2003Enfoques.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000299656","display_name":"Gregorius Satia Budhi","orcid":"https://orcid.org/0000-0002-1929-7399"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]},{"id":"https://openalex.org/I114202661","display_name":"Petra Christian University","ror":"https://ror.org/045e97x26","country_code":"ID","type":"education","lineage":["https://openalex.org/I114202661"]}],"countries":["AU","ID"],"is_corresponding":false,"raw_author_name":"Gregorius Satia Budhi","raw_affiliation_strings":["Informatics Department, Petra Christian University, Surabaya, 60236, Indonesia","School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Department, Petra Christian University, Surabaya, 60236, Indonesia","institution_ids":["https://openalex.org/I114202661"]},{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027845071","display_name":"Raymond Chiong","orcid":"https://orcid.org/0000-0002-8285-1903"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raymond Chiong","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006980323","display_name":"Zuli Wang","orcid":"https://orcid.org/0000-0002-5643-8576"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zuli Wang","raw_affiliation_strings":["School of Cybersecurity, Chengdu University of Information Technology, Chengdu, 610225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Chengdu University of Information Technology, Chengdu, 610225, China","institution_ids":["https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006980323"],"corresponding_institution_ids":["https://openalex.org/I24201400"],"apc_list":null,"apc_paid":null,"fwci":13.3702,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98746206,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"80","issue":"9","first_page":"13079","last_page":"13097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9868000149726868,"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/computer-science","display_name":"Computer science","score":0.8586155772209167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7140893936157227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6824449896812439},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6615725755691528},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.642447829246521},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.5531995892524719},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5412167906761169},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.5232561826705933},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4577128291130066},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.43658214807510376},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4271962642669678},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4236089289188385},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08392095565795898}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8586155772209167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7140893936157227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6824449896812439},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6615725755691528},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.642447829246521},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.5531995892524719},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5412167906761169},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.5232561826705933},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4577128291130066},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.43658214807510376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4271962642669678},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4236089289188385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08392095565795898},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11042-020-10299-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10299-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:generic.eprints.org:20064","is_oa":true,"landing_page_url":"http://publications.eng.cam.ac.uk/20064/","pdf_url":"http://funes.uniandes.edu.co/20064/1/Mansilla2003Enfoques.pdf","source":{"id":"https://openalex.org/S4377196493","display_name":"HRB National Drugs Library (Health Research Board)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210086850","host_organization_name":"Health Research Board","host_organization_lineage":["https://openalex.org/I4210086850"],"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":"PeerReviewed"},{"id":"pmh:oai:rune.une.edu.au:1959.11/61394","is_oa":false,"landing_page_url":"https://hdl.handle.net/1959.11/61394","pdf_url":null,"source":{"id":"https://openalex.org/S7407055448","display_name":"RUNE (Research UNE)","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":"Journal Article"},{"id":"pmh:uon:39617","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1435126","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:generic.eprints.org:20064","is_oa":true,"landing_page_url":"http://publications.eng.cam.ac.uk/20064/","pdf_url":"http://funes.uniandes.edu.co/20064/1/Mansilla2003Enfoques.pdf","source":{"id":"https://openalex.org/S4377196493","display_name":"HRB National Drugs Library (Health Research Board)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210086850","host_organization_name":"Health Research Board","host_organization_lineage":["https://openalex.org/I4210086850"],"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":"PeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120963462.pdf","grobid_xml":"https://content.openalex.org/works/W3120963462.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W580075149","https://openalex.org/W965920791","https://openalex.org/W1533861849","https://openalex.org/W1968969471","https://openalex.org/W1977764012","https://openalex.org/W1979504415","https://openalex.org/W2032617530","https://openalex.org/W2039530600","https://openalex.org/W2064058256","https://openalex.org/W2092685308","https://openalex.org/W2153635508","https://openalex.org/W2166617166","https://openalex.org/W2329094530","https://openalex.org/W2400968813","https://openalex.org/W2418755318","https://openalex.org/W2442686365","https://openalex.org/W2465157137","https://openalex.org/W2487326407","https://openalex.org/W2487586139","https://openalex.org/W2514892918","https://openalex.org/W2554367394","https://openalex.org/W2559033216","https://openalex.org/W2569238137","https://openalex.org/W2591945600","https://openalex.org/W2604992511","https://openalex.org/W2609582545","https://openalex.org/W2618063639","https://openalex.org/W2754587509","https://openalex.org/W2760670340","https://openalex.org/W2763036254","https://openalex.org/W2766736793","https://openalex.org/W2774483990","https://openalex.org/W2787461849","https://openalex.org/W2794855269","https://openalex.org/W2795296342","https://openalex.org/W2800318991","https://openalex.org/W2800788706","https://openalex.org/W2801490189","https://openalex.org/W2804338221","https://openalex.org/W2808332184","https://openalex.org/W2897993092","https://openalex.org/W2898743891","https://openalex.org/W2911964244","https://openalex.org/W2912611323","https://openalex.org/W2912934387","https://openalex.org/W2921279191","https://openalex.org/W2921404976","https://openalex.org/W2962970583","https://openalex.org/W2964121744","https://openalex.org/W2993790318","https://openalex.org/W3009436785","https://openalex.org/W3014310718","https://openalex.org/W3099212712","https://openalex.org/W3099257500","https://openalex.org/W3119075751","https://openalex.org/W3124804010","https://openalex.org/W4212883601","https://openalex.org/W4285719527","https://openalex.org/W4300858224","https://openalex.org/W6606390168"],"related_works":["https://openalex.org/W2012117566","https://openalex.org/W2903618681","https://openalex.org/W3172259201","https://openalex.org/W3022501507","https://openalex.org/W2985634157","https://openalex.org/W3184937791","https://openalex.org/W4205824301","https://openalex.org/W3188632291","https://openalex.org/W2023639956","https://openalex.org/W1981856929"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
