{"id":"https://openalex.org/W3106787563","doi":"https://doi.org/10.3390/sym12121945","title":"Classification of Negative Information on Socially Significant Topics in Mass Media","display_name":"Classification of Negative Information on Socially Significant Topics in Mass Media","publication_year":2020,"publication_date":"2020-11-25","ids":{"openalex":"https://openalex.org/W3106787563","doi":"https://doi.org/10.3390/sym12121945","mag":"3106787563"},"language":"en","primary_location":{"id":"doi:10.3390/sym12121945","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12121945","pdf_url":"https://www.mdpi.com/2073-8994/12/12/1945/pdf?version=1606303908","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/12/12/1945/pdf?version=1606303908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067815466","display_name":"Ravil I. Mukhamediev","orcid":"https://orcid.org/0000-0002-3727-043X"},"institutions":[{"id":"https://openalex.org/I204275683","display_name":"Satbayev University","ror":"https://ror.org/020cpsb96","country_code":"KZ","type":"education","lineage":["https://openalex.org/I204275683"]},{"id":"https://openalex.org/I4210120196","display_name":"ISMA University","ror":"https://ror.org/03mhzg809","country_code":"LV","type":"education","lineage":["https://openalex.org/I4210120196"]},{"id":"https://openalex.org/I4210135055","display_name":"Institute of Information and Computational Technologies","ror":"https://ror.org/03v6e0k54","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210135055"]}],"countries":["KZ","LV"],"is_corresponding":true,"raw_author_name":"Ravil I. Mukhamediev","raw_affiliation_strings":["Department of Natural Science and Computer Technologies, ISMA University, Lomonosov str., 1, LV-1011 Riga, Latvia","Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan","Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-3727-043X","affiliations":[{"raw_affiliation_string":"Department of Natural Science and Computer Technologies, ISMA University, Lomonosov str., 1, LV-1011 Riga, Latvia","institution_ids":["https://openalex.org/I4210120196"]},{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]},{"raw_affiliation_string":"Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kirill Yakunin","orcid":null},"institutions":[{"id":"https://openalex.org/I204275683","display_name":"Satbayev University","ror":"https://ror.org/020cpsb96","country_code":"KZ","type":"education","lineage":["https://openalex.org/I204275683"]},{"id":"https://openalex.org/I4210135055","display_name":"Institute of Information and Computational Technologies","ror":"https://ror.org/03v6e0k54","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210135055"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Kirill Yakunin","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan","Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]},{"raw_affiliation_string":"Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031261567","display_name":"Rustam Mussabayev","orcid":"https://orcid.org/0000-0001-7283-5144"},"institutions":[{"id":"https://openalex.org/I4210135055","display_name":"Institute of Information and Computational Technologies","ror":"https://ror.org/03v6e0k54","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210135055"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Rustam Mussabayev","raw_affiliation_strings":["Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7378-9212","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074938460","display_name":"Timur Buldybayev","orcid":"https://orcid.org/0000-0001-8199-653X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timur Buldybayev","raw_affiliation_strings":["Information-Analytical Center, Dostyk str., 18, Nur-Sultan 010000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information-Analytical Center, Dostyk str., 18, Nur-Sultan 010000, Kazakhstan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078053131","display_name":"Yan Kuchin","orcid":"https://orcid.org/0000-0002-5271-9071"},"institutions":[{"id":"https://openalex.org/I4210135055","display_name":"Institute of Information and Computational Technologies","ror":"https://ror.org/03v6e0k54","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210135055"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Yan Kuchin","raw_affiliation_strings":["Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-5271-9071","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026668505","display_name":"Sanzhar Murzakhmetov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135055","display_name":"Institute of Information and Computational Technologies","ror":"https://ror.org/03v6e0k54","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210135055"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Sanzhar Murzakhmetov","raw_affiliation_strings":["Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Pushkin str., 125, Almaty 050010, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042470829","display_name":"Marina Yelis","orcid":"https://orcid.org/0000-0003-4203-800X"},"institutions":[{"id":"https://openalex.org/I204275683","display_name":"Satbayev University","ror":"https://ror.org/020cpsb96","country_code":"KZ","type":"education","lineage":["https://openalex.org/I204275683"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Marina Yelis","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-4203-800X","affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Satpayev str., 22A, Almaty 050013, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031261567","https://openalex.org/A5042470829","https://openalex.org/A5067815466"],"corresponding_institution_ids":["https://openalex.org/I204275683","https://openalex.org/I4210120196","https://openalex.org/I4210135055"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":2.086,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89975921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"1945","last_page":"1945"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9936000108718872,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.7788119912147522},{"id":"https://openalex.org/keywords/objectivity","display_name":"Objectivity (philosophy)","score":0.6055778861045837},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5478506088256836},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5170148611068726},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5165075659751892},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47461286187171936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4699822962284088},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4691333472728729},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46004465222358704},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.44069162011146545},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41869181394577026},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40260931849479675},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11633595824241638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7788119912147522},{"id":"https://openalex.org/C2482559","wikidata":"https://www.wikidata.org/wiki/Q206330","display_name":"Objectivity (philosophy)","level":2,"score":0.6055778861045837},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5478506088256836},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5170148611068726},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5165075659751892},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47461286187171936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4699822962284088},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4691333472728729},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46004465222358704},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.44069162011146545},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41869181394577026},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40260931849479675},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11633595824241638},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym12121945","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12121945","pdf_url":"https://www.mdpi.com/2073-8994/12/12/1945/pdf?version=1606303908","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7a79db637da949b29f64a9e20fca26af","is_oa":true,"landing_page_url":"https://doaj.org/article/7a79db637da949b29f64a9e20fca26af","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 12, Iss 12, p 1945 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/12/12/1945/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym12121945","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym12121945","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12121945","pdf_url":"https://www.mdpi.com/2073-8994/12/12/1945/pdf?version=1606303908","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G6908602664","display_name":null,"funder_award_id":"BR05236839","funder_id":"https://openalex.org/F4320322726","funder_display_name":"Ministry of Education and Science of the Republic of Kazakhstan"}],"funders":[{"id":"https://openalex.org/F4320322726","display_name":"Ministry of Education and Science of the Republic of Kazakhstan","ror":"https://ror.org/03pj6ge82"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3106787563.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W6110213","https://openalex.org/W173895910","https://openalex.org/W1594413493","https://openalex.org/W1748537427","https://openalex.org/W1880262756","https://openalex.org/W1981674047","https://openalex.org/W1984582021","https://openalex.org/W1986813400","https://openalex.org/W2045630751","https://openalex.org/W2053190248","https://openalex.org/W2056832611","https://openalex.org/W2060907774","https://openalex.org/W2097343308","https://openalex.org/W2100535677","https://openalex.org/W2116348957","https://openalex.org/W2145790912","https://openalex.org/W2278712165","https://openalex.org/W2318188163","https://openalex.org/W2510535358","https://openalex.org/W2520828129","https://openalex.org/W2531775469","https://openalex.org/W2537082281","https://openalex.org/W2556338575","https://openalex.org/W2626583996","https://openalex.org/W2783536950","https://openalex.org/W2896457183","https://openalex.org/W2909563051","https://openalex.org/W2938824800","https://openalex.org/W2967266517","https://openalex.org/W2970352191","https://openalex.org/W2970627609","https://openalex.org/W2980736161","https://openalex.org/W2995969695","https://openalex.org/W3026487933","https://openalex.org/W3042192748","https://openalex.org/W3090615686","https://openalex.org/W3105291472","https://openalex.org/W4231510805","https://openalex.org/W4240630135","https://openalex.org/W4285719527","https://openalex.org/W6600244179","https://openalex.org/W6639619044","https://openalex.org/W6679482899"],"related_works":["https://openalex.org/W2106696580","https://openalex.org/W2350160090","https://openalex.org/W2380591200","https://openalex.org/W2026722414","https://openalex.org/W2185469136","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W4292200336","https://openalex.org/W102095479"],"abstract_inverted_index":{"Mass":[0],"media":[1,38,65,101,276],"not":[2],"only":[3],"reflect":[4],"the":[5,13,33,50,53,64,77,92,96,110,113,117,142,167,181,192,198,244,255,263,270,275,278,282,301,311,316],"activities":[6],"of":[7,37,52,76,91,100,112,116,161,197,211,254,262,273,281,296],"state":[8,24],"bodies":[9],"but":[10],"also":[11],"shape":[12],"informational":[14],"context,":[15],"sentiment,":[16],"depth,":[17],"and":[18,26,30,80,105,136,151,201,243,260],"significance":[19],"level":[20],"attributed":[21],"to":[22,123,132,137,165,173,187,195,208,224,228,250],"certain":[23,175],"initiatives":[25],"social":[27],"events.":[28],"Multilateral":[29],"quantitative":[31],"(to":[32],"practicable":[34],"extent)":[35],"assessment":[36,160],"activity":[39],"is":[40,86,107,305],"important":[41],"for":[42,62,310],"understanding":[43],"their":[44],"objectivity,":[45],"role,":[46],"focus,":[47],"and,":[48],"ultimately,":[49],"quality":[51],"society\u2019s":[54],"\u201cfourth":[55],"power\u201d.":[56],"The":[57,84,155,203],"paper":[58],"proposes":[59],"a":[60,148,174,209,252],"method":[61,205],"evaluating":[63,274],"in":[66,141,191,300],"several":[67],"modalities":[68],"(topics,":[69],"evaluation":[70,85,134],"criteria/properties,":[71],"classes),":[72],"combining":[73],"topic":[74,114,130,182,279],"modeling":[75],"text":[78,283],"corpora":[79,93,162,193],"multiple-criteria":[81],"decision":[82],"making.":[83],"based":[87],"on":[88,232],"an":[89,152,286],"analysis":[90],"as":[94],"follows:":[95],"conditional":[97],"probability":[98],"distribution":[99],"by":[102,314],"topics,":[103],"properties,":[104],"classes":[106],"calculated":[108],"after":[109],"formation":[111],"model":[115,238,246,280],"corpora.":[118],"Several":[119],"approaches":[120],"are":[121],"used":[122],"obtain":[124,166],"weights":[125,168],"that":[126],"describe":[127],"how":[128],"each":[129,133,138,170,189,196],"relates":[131],"criterion/property":[135],"class":[139],"described":[140],"paper,":[143],"including":[144,249],"manual":[145],"high-level":[146,265],"labeling,":[147],"multi-corpora":[149,157],"approach,":[150],"automatic":[153],"approach.":[154],"proposed":[156,204,245],"approach":[158],"suggests":[159],"topical":[163],"asymmetry":[164],"describing":[169],"topic\u2019s":[171],"relationship":[172],"criterion/property.":[176],"These":[177],"weights,":[178],"combined":[179],"with":[180,307],"model,":[183],"can":[184],"be":[185],"applied":[186,207],"evaluate":[188],"document":[190],"according":[194],"considered":[199],"criteria":[200],"classes.":[202],"was":[206,239,247,298],"corpus":[210],"804,829":[212],"news":[213],"publications":[214],"from":[215,220,321],"40":[216],"Kazakhstani":[217],"sources":[218],"published":[219],"01":[221],"January":[222],"2018":[223],"31":[225],"December":[226],"2019,":[227],"classify":[229],"negative":[230],"information":[231],"socially":[233],"significant":[234],"topics.":[235],"A":[236],"BigARTM":[237],"derived":[240],"(200":[241],"topics)":[242],"applied,":[248],"fill":[251],"table":[253],"analytical":[256],"hierarchical":[257],"process":[258],"(AHP)":[259],"all":[261],"necessary":[264],"labeling":[266],"procedures.":[267],"Experiments":[268],"confirm":[269],"general":[271],"possibility":[272],"using":[277],"corpora,":[284],"because":[285],"area":[287],"under":[288],"receiver":[289],"operating":[290],"characteristics":[291],"curve":[292],"(ROC":[293],"AUC)":[294],"score":[295],"0.81":[297],"achieved":[299],"classification":[302],"task,":[303],"which":[304],"comparable":[306],"results":[308],"obtained":[309],"same":[312],"task":[313],"applying":[315],"BERT":[317],"(Bidirectional":[318],"Encoder":[319],"Representations":[320],"Transformers)":[322],"model.":[323]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
