{"id":"https://openalex.org/W4392813706","doi":"https://doi.org/10.1080/23311916.2024.2324614","title":"Exploring the health care system\u2019s representation in the media through hierarchical topic modeling","display_name":"Exploring the health care system\u2019s representation in the media through hierarchical topic modeling","publication_year":2024,"publication_date":"2024-03-13","ids":{"openalex":"https://openalex.org/W4392813706","doi":"https://doi.org/10.1080/23311916.2024.2324614"},"language":"en","primary_location":{"id":"doi:10.1080/23311916.2024.2324614","doi":"https://doi.org/10.1080/23311916.2024.2324614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/23311916.2024.2324614","pdf_url":null,"source":{"id":"https://openalex.org/S2764513175","display_name":"Cogent Engineering","issn_l":"2331-1916","issn":["2331-1916"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310311767","host_organization_name":"Cogent OA","host_organization_lineage":["https://openalex.org/P4310311767"],"host_organization_lineage_names":["Cogent OA"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cogent Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/23311916.2024.2324614","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067815466","display_name":"Ravil I. Mukhamediev","orcid":"https://orcid.org/0000-0002-3727-043X","observed_orcids":["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/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":"Ravil I. Mukhamediev","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-3727-043X","affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]},{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042470829","display_name":"Marina Yelis","orcid":"https://orcid.org/0000-0003-4203-800X","observed_orcids":["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"]},{"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":"Marina Yelis","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-4203-800X","affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]},{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020514733","display_name":"Kirill Yakunin","orcid":"https://orcid.org/0000-0002-7378-9212","observed_orcids":["https://orcid.org/0000-0002-7378-9212"]},"institutions":[{"id":"https://openalex.org/I105208703","display_name":"Almaty Management University","ror":"https://ror.org/00rhgqg04","country_code":"KZ","type":"education","lineage":["https://openalex.org/I105208703"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Kirill Yakunin","raw_affiliation_strings":["School of Engineering Management, Almaty Management University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7378-9212","affiliations":[{"raw_affiliation_string":"School of Engineering Management, Almaty Management University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I105208703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070833173","display_name":"Yelena Popova","orcid":"https://orcid.org/0000-0002-8034-5935","observed_orcids":["https://orcid.org/0000-0002-8034-5935"]},"institutions":[{"id":"https://openalex.org/I24568809","display_name":"Transport and Telecommunication Institute","ror":"https://ror.org/01628w679","country_code":"LV","type":"education","lineage":["https://openalex.org/I24568809"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Yelena Popova","raw_affiliation_strings":["Transport and Telecommunication Institute, Faculty of Management and Economics, Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0002-8034-5935","affiliations":[{"raw_affiliation_string":"Transport and Telecommunication Institute, Faculty of Management and Economics, Riga, Latvia","institution_ids":["https://openalex.org/I24568809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078053131","display_name":"Yan I. Kuchin","orcid":"https://orcid.org/0000-0002-5271-9071","observed_orcids":["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, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-5271-9071","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017916629","display_name":"\u0410\u0434\u0438\u043b\u0445\u0430\u043d \u0421\u044b\u043c\u0430\u0433\u0443\u043b\u043e\u0432","orcid":"https://orcid.org/0000-0001-9974-3215","observed_orcids":["https://orcid.org/0000-0001-9974-3215"]},"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":false,"raw_author_name":"Adilkhan Symagulov","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-9974-3215","affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University (KazNRTU), Almaty, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]},{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085468975","display_name":"Nadiya Yunicheva","orcid":"https://orcid.org/0000-0001-6351-3450","observed_orcids":["https://orcid.org/0000-0001-6351-3450"]},"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":"Nadiya Yunicheva","raw_affiliation_strings":["Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-6351-3450","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062264024","display_name":"Elena Zaitseva","orcid":"https://orcid.org/0000-0002-9087-0311","observed_orcids":["https://orcid.org/0000-0002-9087-0311"]},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Elena Zaitseva","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, \u017dilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-9087-0311","affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017787598","display_name":"Vitaly Levashenko","orcid":"https://orcid.org/0000-0003-1932-3603","observed_orcids":["https://orcid.org/0000-0003-1932-3603"]},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Vitaly Levashenko","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, \u017dilina, Slovakia"],"raw_orcid":"https://orcid.org/0000-0003-1932-3603","affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, \u017dilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068319009","display_name":"Elena Muhamedijeva","orcid":"https://orcid.org/0000-0001-9596-4432","observed_orcids":["https://orcid.org/0000-0001-9596-4432"]},"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":"Elena Muhamedijeva","raw_affiliation_strings":["Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-9596-4432","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039375831","display_name":"Viktors I. Gopejenko","orcid":"https://orcid.org/0000-0002-7783-4519","observed_orcids":["https://orcid.org/0000-0002-7783-4519"]},"institutions":[{"id":"https://openalex.org/I4210120196","display_name":"R\u012bgas Zieme\u013cvalstu augstskola","ror":"https://ror.org/03mhzg809","country_code":"LV","type":"education","lineage":["https://openalex.org/I4210120196"]},{"id":"https://openalex.org/I926082481","display_name":"Ventspils University of Applied Sciences","ror":"https://ror.org/03sc6wx59","country_code":"LV","type":"education","lineage":["https://openalex.org/I926082481"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Viktors Gopejenko","raw_affiliation_strings":["Department of Natural Science and Computer Technologies, ISMA University of Applied Sciences, Riga, Latvia","International Radio Astronomy Centre, Ventspils University of Applied Sciences, Ventspils, Latvia"],"raw_orcid":"https://orcid.org/0000-0002-7783-4519","affiliations":[{"raw_affiliation_string":"Department of Natural Science and Computer Technologies, ISMA University of Applied Sciences, Riga, Latvia","institution_ids":["https://openalex.org/I4210120196"]},{"raw_affiliation_string":"International Radio Astronomy Centre, Ventspils University of Applied Sciences, Ventspils, Latvia","institution_ids":["https://openalex.org/I926082481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031261567","display_name":"Rustam Mussabayev","orcid":"https://orcid.org/0000-0001-7283-5144","observed_orcids":["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":false,"raw_author_name":"Rustam Mussabayev","raw_affiliation_strings":["Institute of Information and Computational Technologies, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-7283-5144","affiliations":[{"raw_affiliation_string":"Institute of Information and Computational Technologies, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I4210135055"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042470829","https://openalex.org/A5067815466"],"corresponding_institution_ids":["https://openalex.org/I204275683","https://openalex.org/I4210135055"],"apc_list":{"value":950,"currency":"GBP","value_usd":1165},"apc_paid":{"value":950,"currency":"GBP","value_usd":1165},"fwci":0.4853,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6107584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.6104000210762024,"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":0.6104000210762024,"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":0.3596000075340271,"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/T10133","display_name":"News Media Framing and Political Communication","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-care-system","display_name":"health care system","score":0.9430000185966492},{"id":"https://openalex.org/keywords/media-representation","display_name":"media representation","score":0.8999999761581421},{"id":"https://openalex.org/keywords/topic-modeling","display_name":"topic modeling","score":0.5690000057220459},{"id":"https://openalex.org/keywords/hierarchical-topic-modeling","display_name":"hierarchical topic modeling","score":0.6869999766349792},{"id":"https://openalex.org/keywords/public-opinion","display_name":"public opinion","score":0.5059999823570251},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.7059999704360962},{"id":"https://openalex.org/keywords/reader-interest","display_name":"reader interest","score":0.7300000190734863},{"id":"https://openalex.org/keywords/media-coverage-of-health-care","display_name":"media coverage of health care","score":0.5440000295639038},{"id":"https://openalex.org/keywords/kazakhstan","display_name":"Kazakhstan","score":0.8479999899864197}],"concepts":[{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5146885514259338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.472878634929657},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45719707012176514},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40434619784355164},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2301630675792694},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/23311916.2024.2324614","doi":"https://doi.org/10.1080/23311916.2024.2324614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/23311916.2024.2324614","pdf_url":null,"source":{"id":"https://openalex.org/S2764513175","display_name":"Cogent Engineering","issn_l":"2331-1916","issn":["2331-1916"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310311767","host_organization_name":"Cogent OA","host_organization_lineage":["https://openalex.org/P4310311767"],"host_organization_lineage_names":["Cogent OA"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cogent Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b9dba1c75dd54ebea62b4df499e07f4b","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b9dba1c75dd54ebea62b4df499e07f4b","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,"listed_in":[],"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":"Cogent Engineering, Vol 11, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/23311916.2024.2324614","doi":"https://doi.org/10.1080/23311916.2024.2324614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/23311916.2024.2324614","pdf_url":null,"source":{"id":"https://openalex.org/S2764513175","display_name":"Cogent Engineering","issn_l":"2331-1916","issn":["2331-1916"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310311767","host_organization_name":"Cogent OA","host_organization_lineage":["https://openalex.org/P4310311767"],"host_organization_lineage_names":["Cogent OA"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cogent Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W6110213","https://openalex.org/W1782727119","https://openalex.org/W1939615793","https://openalex.org/W2531775469","https://openalex.org/W2607011525","https://openalex.org/W2784108801","https://openalex.org/W2902426411","https://openalex.org/W2952744660","https://openalex.org/W2967266517","https://openalex.org/W2978342152","https://openalex.org/W3008443627","https://openalex.org/W3011720761","https://openalex.org/W3012156906","https://openalex.org/W3014820715","https://openalex.org/W3019083167","https://openalex.org/W3020199733","https://openalex.org/W3032467749","https://openalex.org/W3033077667","https://openalex.org/W3033356006","https://openalex.org/W3034231821","https://openalex.org/W3040884840","https://openalex.org/W3043013845","https://openalex.org/W3080880935","https://openalex.org/W3106787563","https://openalex.org/W3121412789","https://openalex.org/W3122203712","https://openalex.org/W3128715259","https://openalex.org/W3138952878","https://openalex.org/W3159816424","https://openalex.org/W3177162290","https://openalex.org/W3213662918","https://openalex.org/W4200409403","https://openalex.org/W4237791300","https://openalex.org/W4252433959","https://openalex.org/W6776725699"],"related_works":["https://openalex.org/W2945432255","https://openalex.org/W2740362454","https://openalex.org/W2801647491","https://openalex.org/W2101958360","https://openalex.org/W4380632040","https://openalex.org/W4388451113","https://openalex.org/W1974073766","https://openalex.org/W7071461374","https://openalex.org/W3043441616","https://openalex.org/W3106787563"],"abstract_inverted_index":{"As":[0],"a":[1,17,70,74,85,102,106,137],"large":[2],"social":[3],"structure,":[4],"the":[5,24,27,50,54,57,67,89,97,118,126,133],"health":[6,81,93],"care":[7,94],"system":[8,25],"is":[9,46],"often":[10],"reflected":[11],"in":[12,29,114,122,143],"media":[13,39,43,55,77,99,141],"publications.":[14],"This":[15],"creates":[16],"significant":[18],"impact":[19],"on":[20,101],"society\u2019s":[21],"attitude":[22,59],"towards":[23,60],"and":[26,35,41,56,125],"state":[28,37],"general.":[30],"In":[31,62],"order":[32],"to":[33,48,80,148],"predict":[34],"correct":[36],"policies,":[38],"actions,":[40],"identify":[42],"shortcomings,":[44],"it":[45],"necessary":[47],"analyze":[49],"image":[51,91],"portrayed":[52],"by":[53,96],"public\u2019s":[58],"it.":[61],"this":[63],"article,":[64],"we":[65],"present":[66],"results":[68,134],"of":[69,73,76,92,105,120,135,139],"multidirectional":[71],"analysis":[72],"corpus":[75,138],"publications":[78,142],"related":[79],"care.":[82],"We":[83],"propose":[84],"method":[86,110],"for":[87],"analyzing":[88,136],"information":[90,128],"formed":[95],"mass":[98,140],"based":[100],"topic":[103],"model":[104],"text":[107],"corpus.":[108],"The":[109,130],"evaluates":[111],"reader":[112],"interest":[113],"various":[115],"healthcare":[116],"topics,":[117],"dynamics":[119],"changes":[121],"publication":[123],"sentiment,":[124],"main":[127],"trends.":[129],"article":[131],"presents":[132],"Kazakhstan":[144],"from":[145],"January":[146,149],"2020":[147],"2023.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-03-15T00:00:00"}
