{"id":"https://openalex.org/W4413022495","doi":"https://doi.org/10.1007/s42979-025-04238-0","title":"Strategies for Addressing the Limited Labeled Datasets in Fake News Detection: A Systematic Review","display_name":"Strategies for Addressing the Limited Labeled Datasets in Fake News Detection: A Systematic Review","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413022495","doi":"https://doi.org/10.1007/s42979-025-04238-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-04238-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04238-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"review","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/A5091630941","display_name":"Yaniasih Yaniasih","orcid":"https://orcid.org/0000-0002-3389-6742"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Yaniasih Yaniasih","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-3389-6742","affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025661955","display_name":"Asril Jarin","orcid":"https://orcid.org/0000-0001-8360-8166"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Asril Jarin","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049535071","display_name":"Andi Djalal Latief","orcid":"https://orcid.org/0000-0001-9511-8797"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andi Djalal Latief","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023916401","display_name":"Dian Isnaeni Nurul Afra","orcid":"https://orcid.org/0000-0001-5128-9682"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dian Isnaeni Nurul Afra","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036434015","display_name":"Elvira Nurfadhilah","orcid":"https://orcid.org/0000-0003-2227-331X"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Elvira Nurfadhilah","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085033269","display_name":"Gita Citra Puspita","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Gita Citra Puspita","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026082251","display_name":"Hayuning Titi Karsanti","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hayuning Titi Karsanti","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078524990","display_name":"Nuraisa Novia Hidayati","orcid":"https://orcid.org/0000-0001-5606-8627"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nuraisa Novia Hidayati","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090355467","display_name":"Radhiyatul Fajri","orcid":"https://orcid.org/0000-0003-2812-1077"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Radhiyatul Fajri","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018371679","display_name":"Siska Pebiana","orcid":"https://orcid.org/0009-0006-7473-7541"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Siska Pebiana","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018914557","display_name":"Siti Shaleha","orcid":"https://orcid.org/0000-0003-2130-900X"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Siti Shaleha","raw_affiliation_strings":["Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data and Information Science, National Research and Innovation Agency, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5091630941"],"corresponding_institution_ids":["https://openalex.org/I4387154144"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25849028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"6","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":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":0.9973000288009644,"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":0.9810000061988831,"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/fake-news","display_name":"Fake news","score":0.6138972640037537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4679397940635681},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4303663969039917},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33539697527885437},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.25120848417282104}],"concepts":[{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.6138972640037537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4679397940635681},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4303663969039917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33539697527885437},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.25120848417282104}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-04238-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04238-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W2106956101","https://openalex.org/W2611706298","https://openalex.org/W2618148609","https://openalex.org/W2746791238","https://openalex.org/W2782896998","https://openalex.org/W2794908468","https://openalex.org/W2803558566","https://openalex.org/W2898471113","https://openalex.org/W2943826617","https://openalex.org/W2962897020","https://openalex.org/W2963416784","https://openalex.org/W2968844645","https://openalex.org/W2982591719","https://openalex.org/W2984353870","https://openalex.org/W3031781733","https://openalex.org/W3034027410","https://openalex.org/W3034942609","https://openalex.org/W3038076267","https://openalex.org/W3093863666","https://openalex.org/W3108402444","https://openalex.org/W3108501093","https://openalex.org/W3111514217","https://openalex.org/W3135703968","https://openalex.org/W3148925307","https://openalex.org/W3152994406","https://openalex.org/W3155963088","https://openalex.org/W3174739458","https://openalex.org/W3182051941","https://openalex.org/W3194175697","https://openalex.org/W3205684765","https://openalex.org/W3211965880","https://openalex.org/W4205145976","https://openalex.org/W4205346712","https://openalex.org/W4223581270","https://openalex.org/W4283382328","https://openalex.org/W4302380340","https://openalex.org/W4307907065","https://openalex.org/W4308721749","https://openalex.org/W4309966496","https://openalex.org/W4310990713","https://openalex.org/W4312380174","https://openalex.org/W4312627939","https://openalex.org/W4318595446","https://openalex.org/W4321770495","https://openalex.org/W4323650742","https://openalex.org/W4323653393","https://openalex.org/W4323914402","https://openalex.org/W4360602683","https://openalex.org/W4361293039","https://openalex.org/W4367047260","https://openalex.org/W4367293666","https://openalex.org/W4368340926","https://openalex.org/W4372260315","https://openalex.org/W4375928758","https://openalex.org/W4377224398","https://openalex.org/W4384938300","https://openalex.org/W4385764327","https://openalex.org/W4385864100","https://openalex.org/W4386487579","https://openalex.org/W4386913943","https://openalex.org/W4386939487","https://openalex.org/W4387224341","https://openalex.org/W4387430343","https://openalex.org/W4387682030","https://openalex.org/W4387775046","https://openalex.org/W4387979033","https://openalex.org/W4388639022","https://openalex.org/W4389041348","https://openalex.org/W4389519592","https://openalex.org/W4389945946","https://openalex.org/W4390080521","https://openalex.org/W4392205227","https://openalex.org/W4392845454","https://openalex.org/W4392864088","https://openalex.org/W4393052335","https://openalex.org/W4395037636","https://openalex.org/W4400667823","https://openalex.org/W4400878910","https://openalex.org/W4401114102","https://openalex.org/W4401523506","https://openalex.org/W4401687327","https://openalex.org/W4401816859","https://openalex.org/W4404172121","https://openalex.org/W4404307311","https://openalex.org/W4404390297","https://openalex.org/W4404648510","https://openalex.org/W4405126988","https://openalex.org/W4405627345","https://openalex.org/W4406860690","https://openalex.org/W4406901029","https://openalex.org/W4407369317","https://openalex.org/W4407878374","https://openalex.org/W4408287888","https://openalex.org/W4408973693","https://openalex.org/W7010091560"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2890339288","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2966672946","https://openalex.org/W2376932109"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}