{"id":"https://openalex.org/W4389041635","doi":"https://doi.org/10.1109/csit61576.2023.10323605","title":"System Project for Ukrainian-language Feedback Tonality Analysis in the Health Care Field Based on BERT Model","display_name":"System Project for Ukrainian-language Feedback Tonality Analysis in the Health Care Field Based on BERT Model","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389041635","doi":"https://doi.org/10.1109/csit61576.2023.10323605"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10323605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10323605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"},"type":"article","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/A5093346035","display_name":"Volodymyr Motyka","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Volodymyr Motyka","raw_affiliation_strings":["Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine","Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014873401","display_name":"Victoria Vysotska","orcid":"https://orcid.org/0000-0001-6417-3689"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Victoria Vysotska","raw_affiliation_strings":["Lviv Polytechnic National University,Lviv,Ukraine","Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038388385","display_name":"Lyubomyr Chyrun","orcid":"https://orcid.org/0000-0002-9448-1751"},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Lyubomyr Chyrun","raw_affiliation_strings":["Ivan Franko National University of Lviv,Applied Mathematics Department,Lviv,Ukraine","Applied Mathematics Department, Ivan Franko National University of Lviv, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv,Applied Mathematics Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]},{"raw_affiliation_string":"Applied Mathematics Department, Ivan Franko National University of Lviv, Lviv, Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046018004","display_name":"Oksana Markiv","orcid":"https://orcid.org/0000-0002-1691-1357"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oksana Markiv","raw_affiliation_strings":["Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine","Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Information Systems and Networks Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061784659","display_name":"Sofia Chyrun","orcid":"https://orcid.org/0000-0002-2829-0164"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sofia Chyrun","raw_affiliation_strings":["Lviv Polytechnic National University,Telecommunication Department,Lviv,Ukraine","Telecommunication Department, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Telecommunication Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Telecommunication Department, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110836044","display_name":"Liubov Kolyasa","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Liubov Kolyasa","raw_affiliation_strings":["Lviv Polytechnic National University,Department of Mathematics,Lviv,Ukraine","Department of Mathematics, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Department of Mathematics,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Department of Mathematics, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093346035"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":1.4379,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82602446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.8978999853134155,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.8978999853134155,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tonality","display_name":"Tonality","score":0.7922171354293823},{"id":"https://openalex.org/keywords/ukrainian","display_name":"Ukrainian","score":0.7638899087905884},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.579860270023346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.567652702331543},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45476606488227844},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2690460681915283},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.20907512307167053},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08455988764762878},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.08070322871208191},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08024212718009949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07153314352035522},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06885761022567749}],"concepts":[{"id":"https://openalex.org/C2776275044","wikidata":"https://www.wikidata.org/wiki/Q192822","display_name":"Tonality","level":3,"score":0.7922171354293823},{"id":"https://openalex.org/C21931767","wikidata":"https://www.wikidata.org/wiki/Q8798","display_name":"Ukrainian","level":2,"score":0.7638899087905884},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.579860270023346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.567652702331543},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45476606488227844},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2690460681915283},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.20907512307167053},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08455988764762878},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.08070322871208191},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08024212718009949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07153314352035522},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06885761022567749},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit61576.2023.10323605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10323605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2333824094","https://openalex.org/W2613995098","https://openalex.org/W2768861773","https://openalex.org/W2901371706","https://openalex.org/W3085133325","https://openalex.org/W3102301643","https://openalex.org/W3121484904","https://openalex.org/W4206364914","https://openalex.org/W4220937073","https://openalex.org/W4281689302","https://openalex.org/W4313347138","https://openalex.org/W4313412638","https://openalex.org/W4313427986","https://openalex.org/W4316661748","https://openalex.org/W4327859574","https://openalex.org/W4362640435","https://openalex.org/W6765441583","https://openalex.org/W6778225697","https://openalex.org/W6782866550","https://openalex.org/W6796045537"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2364663970","https://openalex.org/W1992772674","https://openalex.org/W98813449","https://openalex.org/W4234385193","https://openalex.org/W26047367","https://openalex.org/W2377626264","https://openalex.org/W2149876466"],"abstract_inverted_index":{"The":[0,14,60,110],"medical":[1,47,53],"field":[2,26],"is":[3,69,146,150],"always":[4],"popular,":[5],"especially":[6],"now":[7],"in":[8,10,24,46,49,88,125],"Ukraine":[9],"conditions":[11],"the":[12,19,25,32,72,76,107,115,135,139,143,148,164],"war.":[13],"developed":[15],"technology":[16],"for":[17,96,113],"analyzing":[18,114],"tonality":[20,116],"of":[21,27,42,58,117,128],"Ukrainian-language":[22,118],"reviews":[23,119],"health":[28],"care":[29],"based":[30],"on":[31],"BERT":[33,111],"model":[34,112,140,165],"should":[35,81,102],"potentially":[36],"help":[37],"to":[38,122,157],"eliminate":[39],"a":[40],"number":[41],"problems":[43],"that":[44,62],"exist":[45],"institutions":[48],"Ukraine:":[50],"long":[51],"expectation,":[52],"specialists":[54],"appointments,":[55],"poor":[56],"treatment":[57],"patients.":[59],"subsystem":[61,101],"will":[63],"use":[64],"natural":[65],"language":[66],"processing":[67,97],"tools":[68],"integrated":[70],"into":[71],"system":[73],"project":[74],"as":[75],"auxiliary":[77],"one.":[78],"Its":[79],"function":[80],"inform":[82],"management":[83],"about":[84],"emergency":[85],"cases":[86],"recorded":[87],"reviews.":[89],"There":[90],"are":[91],"many":[92],"analogues,":[93],"but":[94],"mostly":[95],"foreign":[98],"languages,":[99],"this":[100],"primarily":[103],"be":[104,123],"aimed":[105],"at":[106],"Ukrainian":[108],"language.":[109],"has":[120],"proved":[121],"accurate":[124],"10":[126],"out":[127],"11":[129],"examples":[130],"(more":[131],"than":[132],"90%),":[133],"while":[134],"only":[136],"example":[137],"when":[138,147,155],"hasn\u2019t":[141],"predict":[142],"correct":[144],"answer":[145],"review":[149],"sufficiently":[151],"complex":[152,162],"and":[153],"unique,":[154],"trying":[156],"analyze":[158],"others,":[159],"even":[160],"more":[161],"reviews,":[163],"performed":[166],"well.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}