{"id":"https://openalex.org/W4414909819","doi":"https://doi.org/10.1063/5.0299778","title":"Analysis of emotional coloring of Karakalpak news articles in local online media","display_name":"Analysis of emotional coloring of Karakalpak news articles in local online media","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414909819","doi":"https://doi.org/10.1063/5.0299778"},"language":"en","primary_location":{"id":"doi:10.1063/5.0299778","doi":"https://doi.org/10.1063/5.0299778","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0299778","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5106312486","display_name":"Adina D. Egamberganova","orcid":"https://orcid.org/0009-0000-8058-6096","observed_orcids":["https://orcid.org/0009-0000-8058-6096"]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":true,"raw_author_name":"Adina Egamberganova","raw_affiliation_strings":["Urgench branch of Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Urgench, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urgench branch of Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Urgench, Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002784346","display_name":"Nilufar Z. Abdurakhmonova","orcid":"https://orcid.org/0000-0001-9195-5723","observed_orcids":["https://orcid.org/0000-0001-9195-5723"]},"institutions":[{"id":"https://openalex.org/I47151758","display_name":"National University of Uzbekistan","ror":"https://ror.org/011647w73","country_code":"UZ","type":"education","lineage":["https://openalex.org/I47151758"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Nilufar Abdurakhmonova","raw_affiliation_strings":["National University of Uzbekistan named after Mirzo-Ulugbek, Tashkent, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Uzbekistan named after Mirzo-Ulugbek, Tashkent, Uzbekistan","institution_ids":["https://openalex.org/I47151758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030790042","display_name":"Samida T. Mustafaeva","orcid":"https://orcid.org/0009-0008-3067-5275","observed_orcids":["https://orcid.org/0009-0008-3067-5275","https://orcid.org/0009-0005-2817-8999"]},"institutions":[{"id":"https://openalex.org/I3133440902","display_name":"Tashkent State University of Oriental Studies","ror":"https://ror.org/03d53xe41","country_code":"UZ","type":"education","lineage":["https://openalex.org/I3133440902"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Samida Mustafayeva","raw_affiliation_strings":["Tashkent state university of Oriental studies, Tashkent, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent state university of Oriental studies, Tashkent, Uzbekistan","institution_ids":["https://openalex.org/I3133440902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092712782","display_name":"Bahodir B. Ibragimov","orcid":"https://orcid.org/0009-0000-9518-7397","observed_orcids":["https://orcid.org/0009-0000-9518-7397"]},"institutions":[{"id":"https://openalex.org/I14916453","display_name":"Urgench State University","ror":"https://ror.org/0593kfr97","country_code":"UZ","type":"education","lineage":["https://openalex.org/I14916453"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Bahodir Ibragimov","raw_affiliation_strings":["Urgench State University, Urgench, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urgench State University, Urgench, Uzbekistan","institution_ids":["https://openalex.org/I14916453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135312929","display_name":"Djumaniyazova Intizor Davlatnazar qizi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405255828","display_name":"Mamun University","ror":"https://ror.org/03fatne33","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405255828"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Intizor Djumaniyazova","raw_affiliation_strings":["Mamun University, Khiva, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mamun University, Khiva, Uzbekistan","institution_ids":["https://openalex.org/I4405255828"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098009374","display_name":"Yulduz Eshmatova","orcid":"https://orcid.org/0000-0002-5330-3529","observed_orcids":["https://orcid.org/0000-0002-5330-3529"]},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Yulduz Eshmatova","raw_affiliation_strings":["Tashkent State University of Economics, Tashkent, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent State University of Economics, Tashkent, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5106312486"],"corresponding_institution_ids":["https://openalex.org/I21256249"],"apc_list":null,"apc_paid":null,"fwci":0.7133,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71654306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"3377","issue":null,"first_page":"070006","last_page":"070006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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/T10028","display_name":"Topic Modeling","score":0.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"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/sentiment-analysis","display_name":"sentiment analysis","score":0.9649999737739563},{"id":"https://openalex.org/keywords/karakalpak-language","display_name":"Karakalpak language","score":0.9509999752044678},{"id":"https://openalex.org/keywords/news-articles","display_name":"news articles","score":0.8960000276565552},{"id":"https://openalex.org/keywords/hybrid-neural-architecture","display_name":"hybrid neural architecture","score":0.6679999828338623},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9800000190734863},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.972000002861023},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.8429999947547913},{"id":"https://openalex.org/keywords/turkic-languages","display_name":"Turkic languages","score":0.9710000157356262},{"id":"https://openalex.org/keywords/emotions-in-news","display_name":"emotions in news","score":0.3089999854564667}],"concepts":[{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4350000023841858},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3846000134944916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35589998960494995},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2815999984741211},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.27219998836517334},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.23330000042915344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0299778","doi":"https://doi.org/10.1063/5.0299778","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0299778","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2915531941","https://openalex.org/W3130834147","https://openalex.org/W4304184455","https://openalex.org/W4317826600","https://openalex.org/W4362636547","https://openalex.org/W4388575074","https://openalex.org/W4389666963","https://openalex.org/W4390350639","https://openalex.org/W4400449896","https://openalex.org/W4401329253","https://openalex.org/W4401331289","https://openalex.org/W4404740268","https://openalex.org/W4405787598"],"related_works":["https://openalex.org/W7130613470","https://openalex.org/W4417472371","https://openalex.org/W4417472742","https://openalex.org/W4415524501","https://openalex.org/W7118260872","https://openalex.org/W2765664019","https://openalex.org/W2557331544","https://openalex.org/W4312186007","https://openalex.org/W7084037778","https://openalex.org/W7106006151"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"original":[4],"approach":[5],"to":[6,46,51,106,128,131],"sentiment":[7],"analysis":[8],"of":[9,24,36,43,56,65,75,109],"news":[10,70],"articles":[11],"in":[12,48],"the":[13,37,52,61,85,88,97,101,107,110,123,132],"Karakalpak":[14,32],"language":[15],"using":[16,96],"a":[17,63],"hybrid":[18],"neural":[19,26],"architecture":[20],"that":[21],"combines":[22],"layers":[23],"convolutional":[25],"networks":[27],"and":[28],"bidirectional":[29],"LSTMs.":[30],"The":[31,113],"language,":[33],"being":[34],"one":[35],"poorly":[38],"studied":[39],"Turkic":[40],"languages,":[41],"is":[42],"considerable":[44],"interest":[45],"researchers,":[47],"particular":[49],"due":[50],"low":[53],"resource":[54],"content":[55],"this":[57],"language.":[58],"To":[59],"implement":[60],"task,":[62],"corpus":[64],"10,000":[66],"sentences":[67],"from":[68,126],"local":[69],"sources":[71],"was":[72,77,90,115],"collected,":[73],"each":[74],"which":[76],"labeled":[78],"as":[79],"positive,":[80],"negative":[81],"or":[82],"neutral.":[83],"At":[84],"same":[86],"time,":[87],"model":[89,114],"trained":[91],"for":[92],"18":[93],"epochs,":[94],"however,":[95],"early":[98],"stopping":[99],"function,":[100],"weights":[102],"were":[103],"rolled":[104],"back":[105],"results":[108,124],"13th":[111],"epoch.":[112],"tested":[116],"on":[117],"three":[118],"different":[119],"test":[120],"sets,":[121],"where":[122],"ranged":[125],"75%":[127],"83%":[129],"according":[130],"f1-score":[133],"metric.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2025-10-10T00:00:00"}
