{"id":"https://openalex.org/W2991654209","doi":"https://doi.org/10.26615/978-954-452-056-4_113","title":"Machine Learning Approach to Fact-Checking in West Slavic Languages","display_name":"Machine Learning Approach to Fact-Checking in West Slavic Languages","publication_year":2019,"publication_date":"2019-10-22","ids":{"openalex":"https://openalex.org/W2991654209","doi":"https://doi.org/10.26615/978-954-452-056-4_113","mag":"2991654209"},"language":"en","primary_location":{"id":"doi:10.26615/978-954-452-056-4_113","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-056-4_113","pdf_url":"https://doi.org/10.26615/978-954-452-056-4_113","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings - Natural Language Processing in a Deep Learning World","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.26615/978-954-452-056-4_113","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069604241","display_name":"Pavel P\u0159ib\u00e1\u0148","orcid":"https://orcid.org/0000-0002-8744-8726"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Pavel P\u0159ib\u00e1\u0148","raw_affiliation_strings":["NTIS -New Technologies for the Information Society,","Department of Computer Science and Engineering,","Faculty of Applied Sciences, University of West Bohemia, Czech Republic"],"affiliations":[{"raw_affiliation_string":"NTIS -New Technologies for the Information Society,","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering,","institution_ids":[]},{"raw_affiliation_string":"Faculty of Applied Sciences, University of West Bohemia, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042069128","display_name":"Tom\u00e1\u0161 Hercig","orcid":"https://orcid.org/0000-0002-9941-8583"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Hercig","raw_affiliation_strings":["Faculty of Applied Sciences, University of West Bohemia, Czech Republic","NTIS -New Technologies for the Information Society,"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, University of West Bohemia, Czech Republic","institution_ids":["https://openalex.org/I92715842"]},{"raw_affiliation_string":"NTIS -New Technologies for the Information Society,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025269577","display_name":"Josef Steinberger","orcid":"https://orcid.org/0000-0003-1707-1895"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Josef Steinberger","raw_affiliation_strings":["Department of Computer Science and Engineering,","Faculty of Applied Sciences, University of West Bohemia, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering,","institution_ids":[]},{"raw_affiliation_string":"Faculty of Applied Sciences, University of West Bohemia, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069604241"],"corresponding_institution_ids":["https://openalex.org/I92715842"],"apc_list":null,"apc_paid":null,"fwci":0.5323,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80039764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"973","last_page":"979"},"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":0.9872000217437744,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9807999730110168,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/czech","display_name":"Czech","score":0.9223242998123169},{"id":"https://openalex.org/keywords/slovak","display_name":"Slovak","score":0.885759711265564},{"id":"https://openalex.org/keywords/slavic-languages","display_name":"Slavic languages","score":0.8642582297325134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7308719754219055},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5683631896972656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5164752006530762},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5123270750045776},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.475352019071579},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4233737587928772},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25336384773254395},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08217433094978333}],"concepts":[{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.9223242998123169},{"id":"https://openalex.org/C2780102689","wikidata":"https://www.wikidata.org/wiki/Q9058","display_name":"Slovak","level":3,"score":0.885759711265564},{"id":"https://openalex.org/C121894898","wikidata":"https://www.wikidata.org/wiki/Q23526","display_name":"Slavic languages","level":2,"score":0.8642582297325134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7308719754219055},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5683631896972656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5164752006530762},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5123270750045776},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.475352019071579},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4233737587928772},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25336384773254395},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08217433094978333},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26615/978-954-452-056-4_113","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-056-4_113","pdf_url":"https://doi.org/10.26615/978-954-452-056-4_113","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings - Natural Language Processing in a Deep Learning World","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace5.zcu.cz:11025/36726","is_oa":false,"landing_page_url":"http://hdl.handle.net/11025/36726","pdf_url":null,"source":{"id":"https://openalex.org/S4306400586","display_name":"Digital Library (University of West Bohemia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I92715842","host_organization_name":"University of West Bohemia in Pilsen","host_organization_lineage":["https://openalex.org/I92715842"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"konferen\u010dn\u00ed p\u0159\u00edsp\u011bvek"}],"best_oa_location":{"id":"doi:10.26615/978-954-452-056-4_113","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-056-4_113","pdf_url":"https://doi.org/10.26615/978-954-452-056-4_113","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings - Natural Language Processing in a Deep Learning World","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1789220231","display_name":null,"funder_award_id":"LO1506","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3262316198","display_name":null,"funder_award_id":"SGS-2019-018","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991654209.pdf","grobid_xml":"https://content.openalex.org/works/W2991654209.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W2118585731","https://openalex.org/W2251214593","https://openalex.org/W2626431759","https://openalex.org/W2807164052","https://openalex.org/W2808778018","https://openalex.org/W2963190210","https://openalex.org/W2963416784","https://openalex.org/W2963567867","https://openalex.org/W4293926355"],"related_works":["https://openalex.org/W2506587716","https://openalex.org/W2284304823","https://openalex.org/W2248045542","https://openalex.org/W4213113242","https://openalex.org/W2476491528","https://openalex.org/W3013799986","https://openalex.org/W1572553246","https://openalex.org/W2167960140","https://openalex.org/W3121760094","https://openalex.org/W4390650995"],"abstract_inverted_index":{"Fake":[0],"news":[1],"detection":[2],"and":[3,43],"closely-related":[4],"fact-checking":[5],"have":[6],"recently":[7],"attracted":[8],"a":[9,27,52],"lot":[10],"of":[11,14],"attention.":[12],"Automatization":[13],"these":[15],"tasks":[16],"has":[17],"been":[18],"already":[19],"studied":[20],"for":[21,40,54],"English.":[22],"For":[23],"other":[24],"languages,":[25],"only":[26],"few":[28],"studies":[29],"can":[30],"be":[31],"found":[32],"(e.g.":[33],"In":[34],"this":[35,58],"paper,":[36],"we":[37],"present":[38],"datasets":[39],"Czech,":[41],"Polish,":[42],"Slovak.":[44],"We":[45],"also":[46],"ran":[47],"initial":[48],"experiments":[49],"which":[50],"set":[51],"baseline":[53],"further":[55],"research":[56],"into":[57],"area.":[59]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}