{"id":"https://openalex.org/W4389041146","doi":"https://doi.org/10.1109/csit61576.2023.10324099","title":"Text Content Summarization Technology Based on Machine Learning Methods","display_name":"Text Content Summarization Technology Based on Machine Learning Methods","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389041146","doi":"https://doi.org/10.1109/csit61576.2023.10324099"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10324099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324099","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/A5093345862","display_name":"Bohdan Korostynskyi","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":"Bohdan Korostynskyi","raw_affiliation_strings":["Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Information Systems and Networks Department,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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032631737","display_name":"Yevhen Kupriianov","orcid":null},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yevhen Kupriianov","raw_affiliation_strings":["National Technical University “KhPI”,Intelligent Computer Systems Department,Kharkiv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University “KhPI”,Intelligent Computer Systems Department,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv,Applied Mathematics Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Telecommunication Department,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067486318","display_name":"Ihor Budz","orcid":"https://orcid.org/0000-0002-5400-0984"},"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":"Ihor Budz","raw_affiliation_strings":["Lviv Polytechnic National University,Department of Specialized Computer Systems,Lviv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Department of Specialized Computer Systems,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3263,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66514215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"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/T10028","display_name":"Topic Modeling","score":0.9983999729156494,"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/T10028","display_name":"Topic Modeling","score":0.9983999729156494,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9926999807357788,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9729999899864197,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9475038647651672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8474664688110352},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.640507161617279},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5173165798187256},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46985116600990295},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.4130042791366577},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40628308057785034},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3718639016151428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3497578501701355},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22633075714111328},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07232838869094849}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9475038647651672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8474664688110352},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.640507161617279},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5173165798187256},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46985116600990295},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.4130042791366577},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40628308057785034},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3718639016151428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3497578501701355},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22633075714111328},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07232838869094849}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit61576.2023.10324099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324099","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1494834878","https://openalex.org/W1975784769","https://openalex.org/W2589176415","https://openalex.org/W2610815847","https://openalex.org/W2991277661","https://openalex.org/W3017101263","https://openalex.org/W3041152616","https://openalex.org/W4205295400","https://openalex.org/W4205711017","https://openalex.org/W4289344424","https://openalex.org/W6643919685","https://openalex.org/W6733835846"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W3010337296","https://openalex.org/W4206715480","https://openalex.org/W2122804826","https://openalex.org/W2138640103"],"abstract_inverted_index":{"The":[0,22,37,57],"article":[1],"discusses":[2],"a":[3,27,61,74],"project":[4,58],"aimed":[5],"at":[6],"recognizing":[7,32],"objects":[8,33],"by":[9,34],"their":[10,35],"descriptions":[11,14],"and":[12,77],"generating":[13],"based":[15],"on":[16],"the":[17,48,79],"Kensho":[18],"Derived":[19],"Wikimedia":[20],"Dataset.":[21],"goal":[23],"is":[24],"to":[25,43],"create":[26],"recognition":[28],"model":[29,40],"capable":[30],"of":[31],"descriptions.":[36],"text":[38,49],"summarization":[39],"was":[41],"found":[42],"be":[44],"less":[45,54],"successful":[46],"than":[47],"generation":[50],"model,":[51],"resulting":[52],"in":[53],"satisfactory":[55],"results.":[56],"involved":[59],"selecting":[60],"research":[62],"topic,":[63],"analyzing":[64,78],"similar":[65],"projects,":[66],"identifying":[67],"technical":[68],"tasks,":[69],"creating":[70,73],"program":[71,80],"code,":[72],"control":[75],"example,":[76],"execution":[81],"process.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}