{"id":"https://openalex.org/W3213607834","doi":"https://doi.org/10.23919/mipro52101.2021.9596928","title":"Fake News Detection by Using Doc2Vec Representation Model and Various Classification Algorithms","display_name":"Fake News Detection by Using Doc2Vec Representation Model and Various Classification Algorithms","publication_year":2021,"publication_date":"2021-09-27","ids":{"openalex":"https://openalex.org/W3213607834","doi":"https://doi.org/10.23919/mipro52101.2021.9596928","mag":"3213607834"},"language":"en","primary_location":{"id":"doi:10.23919/mipro52101.2021.9596928","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro52101.2021.9596928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-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/A5061737730","display_name":"D. Janakieva","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":true,"raw_author_name":"D. Janakieva","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080264143","display_name":"Georgina Mirceva","orcid":"https://orcid.org/0000-0002-7191-1114"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"G. Mirceva","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050012848","display_name":"Sonja Gievska","orcid":"https://orcid.org/0000-0002-3411-2399"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"S. Gievska","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061737730"],"corresponding_institution_ids":["https://openalex.org/I76245029"],"apc_list":null,"apc_paid":null,"fwci":0.363,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7332648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"228"},"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":0.9987999796867371,"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":0.9933000206947327,"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":0.843309760093689},{"id":"https://openalex.org/keywords/disinformation","display_name":"Disinformation","score":0.7799879908561707},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6981486082077026},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6260618567466736},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5861936807632446},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5750961303710938},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5115090608596802},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.491046667098999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4734986424446106},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.4703614413738251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46309518814086914},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4108359217643738},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32667386531829834},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20176315307617188},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.11737850308418274}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.843309760093689},{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.7799879908561707},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6981486082077026},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6260618567466736},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5861936807632446},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5750961303710938},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5115090608596802},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.491046667098999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4734986424446106},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.4703614413738251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46309518814086914},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4108359217643738},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32667386531829834},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20176315307617188},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.11737850308418274},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro52101.2021.9596928","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro52101.2021.9596928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1579838312","https://openalex.org/W1614298861","https://openalex.org/W2101234009","https://openalex.org/W2131744502","https://openalex.org/W2295512169","https://openalex.org/W2763699126","https://openalex.org/W2788001777","https://openalex.org/W2790166049","https://openalex.org/W2950577311","https://openalex.org/W3036332725","https://openalex.org/W3081011616","https://openalex.org/W3115311952","https://openalex.org/W3144795237","https://openalex.org/W6606906144","https://openalex.org/W6636510571","https://openalex.org/W6675354045","https://openalex.org/W6679775712","https://openalex.org/W6748409743","https://openalex.org/W6775322909"],"related_works":["https://openalex.org/W3120934925","https://openalex.org/W4283756172","https://openalex.org/W3206164673","https://openalex.org/W3188086985","https://openalex.org/W3105927914","https://openalex.org/W3025084970","https://openalex.org/W3111061658","https://openalex.org/W3012748561","https://openalex.org/W4206984011","https://openalex.org/W3118381365"],"abstract_inverted_index":{"Dissemination":[0],"of":[1,34,52,55,65,75,100],"fake":[2,18,35,56],"news":[3,36,57,86],"and":[4,19,31,69],"disinformation":[5],"on":[6,49,72],"social":[7],"media":[8],"platforms":[9],"pose":[10],"a":[11,82],"serious":[12],"threat":[13],"to":[14],"society.":[15],"Distinguishing":[16],"between":[17],"truthful":[20],"information":[21],"is":[22],"not":[23],"an":[24],"easy":[25],"task":[26,51],"for":[27],"humans":[28],"as":[29],"well":[30],"automatic":[32,53],"detection":[33,54],"has":[37,78],"received":[38],"considerable":[39],"attention":[40],"in":[41],"recent":[42],"years.":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"focus":[48],"the":[50,73,76,94],"using":[58,81],"several":[59],"machine":[60],"learning":[61],"algorithms.":[62],"The":[63,88],"impact":[64],"various":[66],"linguistic":[67],"features":[68],"preprocessing":[70],"techniques":[71],"performance":[74],"classifiers":[77],"been":[79],"evaluated":[80],"dataset":[83],"containing":[84],"17324":[85],"entries.":[87],"experimental":[89],"results":[90],"are":[91],"encouraging,":[92],"with":[93],"most":[95],"successful":[96],"models":[97],"obtaining":[98],"accuracy":[99],"99.97%.":[101]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}