{"id":"https://openalex.org/W4295847337","doi":"https://doi.org/10.1007/978-3-031-16203-9_33","title":"Visual Analytics-Based Method for\u00a0Sentiment Analysis of\u00a0COVID-19 Ukrainian Tweets","display_name":"Visual Analytics-Based Method for\u00a0Sentiment Analysis of\u00a0COVID-19 Ukrainian Tweets","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4295847337","doi":"https://doi.org/10.1007/978-3-031-16203-9_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16203-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16203-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5008515281","display_name":"Oleksii Kovalchuk","orcid":"https://orcid.org/0000-0001-9828-0941"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksii Kovalchuk","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-9828-0941","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082020974","display_name":"Vitalii Slobodzian","orcid":"https://orcid.org/0000-0001-8897-0869"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vitalii Slobodzian","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-8897-0869","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054532774","display_name":"\u041e\u043b\u0435\u043d\u0430 \u0421\u043e\u0431\u043a\u043e","orcid":"https://orcid.org/0000-0001-5371-5788"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Sobko","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-5371-5788","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060967919","display_name":"\u041c\u0410\u0420\u0418\u041d\u0410 \u041c\u041e\u041b\u0427\u0410\u041d\u041e\u0412\u0410","orcid":"https://orcid.org/0000-0001-9810-936X"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maryna Molchanova","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-9810-936X","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010850491","display_name":"Olexander Mazurets","orcid":"https://orcid.org/0000-0002-8900-0650"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olexander Mazurets","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8900-0650","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057182685","display_name":"Olexander Barmak","orcid":"https://orcid.org/0000-0003-0739-9678"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksander Barmak","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-0739-9678","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000942164","display_name":"\u042e\u0440\u0438\u0439 \u041a\u0440\u0430\u043a","orcid":"https://orcid.org/0000-0002-8043-0785"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]},{"id":"https://openalex.org/I4210156878","display_name":"V.M. Glushkov Institute of Cybernetics","ror":"https://ror.org/05xmg2z40","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210156878"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Iurii Krak","raw_affiliation_strings":["Glushkov Institute of Cybernetics of NAS of Ukraine, Kyiv, Ukraine","Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8043-0785","affiliations":[{"raw_affiliation_string":"Glushkov Institute of Cybernetics of NAS of Ukraine, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210156878"]},{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004483299","display_name":"\u041d\u0430\u0442\u0430\u043b\u0456\u044f \u0421\u0430\u0432\u0456\u043d\u0430","orcid":"https://orcid.org/0000-0001-8339-1219"},"institutions":[{"id":"https://openalex.org/I4210095647","display_name":"National University of Water and Environmental Engineering","ror":"https://ror.org/00ppfcz28","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210095647"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nataliia Savina","raw_affiliation_strings":["National University of Water and Environmental Engineering, Rivne, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-8339-1219","affiliations":[{"raw_affiliation_string":"National University of Water and Environmental Engineering, Rivne, Ukraine","institution_ids":["https://openalex.org/I4210095647"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5000942164"],"corresponding_institution_ids":["https://openalex.org/I189238007","https://openalex.org/I4210156878"],"apc_list":null,"apc_paid":null,"fwci":4.2229,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94505691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"591","last_page":"607"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9951000213623047,"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":0.9951000213623047,"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/T14345","display_name":"Scientific Research and Philosophical Inquiry","score":0.9613000154495239,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9589999914169312,"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":0.7986772060394287},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.6464102864265442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5793090462684631},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.5263398885726929},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.499309778213501},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.49445652961730957},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4934040606021881},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.48066961765289307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46800294518470764},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43631500005722046},{"id":"https://openalex.org/keywords/disinformation","display_name":"Disinformation","score":0.4352208971977234},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4089374840259552},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.3849584460258484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36777928471565247},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29950839281082153},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18925243616104126},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18275076150894165}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7986772060394287},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.6464102864265442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793090462684631},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.5263398885726929},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.499309778213501},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.49445652961730957},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4934040606021881},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.48066961765289307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46800294518470764},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43631500005722046},{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.4352208971977234},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4089374840259552},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3849584460258484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36777928471565247},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29950839281082153},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18925243616104126},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18275076150894165},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16203-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16203-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2156171212","https://openalex.org/W2522073578","https://openalex.org/W2737464153","https://openalex.org/W2782865993","https://openalex.org/W2895004011","https://openalex.org/W2991602336","https://openalex.org/W3006912832","https://openalex.org/W3036654335","https://openalex.org/W3043515713","https://openalex.org/W3088352144","https://openalex.org/W3090907849","https://openalex.org/W3096451393","https://openalex.org/W3097707184","https://openalex.org/W3122816935","https://openalex.org/W3131504710","https://openalex.org/W3146682110","https://openalex.org/W3154098986","https://openalex.org/W3159333769","https://openalex.org/W3172924294","https://openalex.org/W3198940243","https://openalex.org/W3202767112","https://openalex.org/W4210519157"],"related_works":["https://openalex.org/W3043508177","https://openalex.org/W4382752644","https://openalex.org/W2252197266","https://openalex.org/W3095817971","https://openalex.org/W2948425927","https://openalex.org/W2791056613","https://openalex.org/W4236882189","https://openalex.org/W2780630517","https://openalex.org/W4285232681","https://openalex.org/W4212961604"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}