{"id":"https://openalex.org/W4308239169","doi":"https://doi.org/10.15407/kvt208.03.021","title":"Problem of Constructing an Ontological Metamodel Of Iterative Group Method of Data Handling Algorithms","display_name":"Problem of Constructing an Ontological Metamodel Of Iterative Group Method of Data Handling Algorithms","publication_year":2022,"publication_date":"2022-10-15","ids":{"openalex":"https://openalex.org/W4308239169","doi":"https://doi.org/10.15407/kvt208.03.021"},"language":"en","primary_location":{"id":"doi:10.15407/kvt208.03.021","doi":"https://doi.org/10.15407/kvt208.03.021","is_oa":true,"landing_page_url":"https://doi.org/10.15407/kvt208.03.021","pdf_url":"http://kvt-journal.org.ua/content/2022/209/209_2.pdf","source":{"id":"https://openalex.org/S4210178892","display_name":"Cybernetics and computer engineering","issn_l":"2663-2578","issn":["2663-2578","2663-2586"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kibernetika i vy\u010dislitel\u02b9na\u00e2 tehnika","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://kvt-journal.org.ua/content/2022/209/209_2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034956989","display_name":"Volodymyr Semenovych Stepashko","orcid":"https://orcid.org/0000-0001-7882-3208","observed_orcids":["https://orcid.org/0000-0001-7882-3208","https://orcid.org/0000-0002-1367-6056"]},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. Stepashko","raw_affiliation_strings":["Head of the Department of Information Technologies of Inductive Modeling ,","(Engineering),","(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Head of the Department of Information Technologies of Inductive Modeling ,","institution_ids":[]},{"raw_affiliation_string":"(Engineering),","institution_ids":[]},{"raw_affiliation_string":"(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","institution_ids":[]},{"raw_affiliation_string":"International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077075180","display_name":"Yevheniya Savchenko-Syniakova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Y. Savchenko-Syniakova","raw_affiliation_strings":["(Engineering),","(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"(Engineering),","institution_ids":[]},{"raw_affiliation_string":"(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","institution_ids":[]},{"raw_affiliation_string":"International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039097406","display_name":"Halyna A. Pidnebesna","orcid":"https://orcid.org/0000-0002-5735-9861","observed_orcids":["https://orcid.org/0000-0002-5735-9861"]},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"H. Pidnebesna","raw_affiliation_strings":["(Engineering),","(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"(Engineering),","institution_ids":[]},{"raw_affiliation_string":"(Engineering), Senior Researcher, the Department of Information Technologies of Inductive Modeling,","institution_ids":[]},{"raw_affiliation_string":"International Research and Training Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine, 40, Akad. Hlushkov av., Kyiv, 03187, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387930277"],"apc_list":null,"apc_paid":null,"fwci":0.0664,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27090457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"2022","issue":"3(208)","first_page":"21","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9477999806404114,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9477999806404114,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.006200000178068876,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.005900000222027302,"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/knowledge-structuring","display_name":"knowledge structuring","score":0.925000011920929},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.5109999775886536},{"id":"https://openalex.org/keywords/big-data-processing","display_name":"big data processing","score":0.42800000309944153}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8078267574310303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5985138416290283},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5934578776359558},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5094998478889465},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15795251727104187},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15407/kvt208.03.021","doi":"https://doi.org/10.15407/kvt208.03.021","is_oa":true,"landing_page_url":"https://doi.org/10.15407/kvt208.03.021","pdf_url":"http://kvt-journal.org.ua/content/2022/209/209_2.pdf","source":{"id":"https://openalex.org/S4210178892","display_name":"Cybernetics and computer engineering","issn_l":"2663-2578","issn":["2663-2578","2663-2586"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kibernetika i vy\u010dislitel\u02b9na\u00e2 tehnika","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15407/kvt208.03.021","doi":"https://doi.org/10.15407/kvt208.03.021","is_oa":true,"landing_page_url":"https://doi.org/10.15407/kvt208.03.021","pdf_url":"http://kvt-journal.org.ua/content/2022/209/209_2.pdf","source":{"id":"https://openalex.org/S4210178892","display_name":"Cybernetics and computer engineering","issn_l":"2663-2578","issn":["2663-2578","2663-2586"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kibernetika i vy\u010dislitel\u02b9na\u00e2 tehnika","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308239169.pdf","grobid_xml":"https://content.openalex.org/works/W4308239169.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2103103282","https://openalex.org/W2504144798","https://openalex.org/W2595799331","https://openalex.org/W2769325544","https://openalex.org/W4234556776"],"related_works":["https://openalex.org/W4313427968","https://openalex.org/W7214634822","https://openalex.org/W2767414130","https://openalex.org/W4302385604","https://openalex.org/W3201793036","https://openalex.org/W3124469567","https://openalex.org/W2375013466","https://openalex.org/W2377811007","https://openalex.org/W7098062560","https://openalex.org/W2039484658"],"abstract_inverted_index":{"Introduction.Data":[0],"volumes":[1],"are":[2,9,58,94,193,205],"permanently":[3],"increasing":[4],"and":[5,13,19,33,83,155,191,208,214,228],"some":[6],"new":[7,26,209],"approaches":[8],"needed":[10],"for":[11,36],"storage":[12],"processing":[14,31],"them":[15],"considering":[16],"the":[17,99,103,123,130,145,150,178,187,198,223,234],"development":[18],"improvement":[20],"of":[21,46,50,66,76,81,90,98,105,108,112,122,144,171,177,211,225,236,242],"modern":[22],"computers.This":[23],"puts":[24],"forward":[25],"requirements":[27],"to":[28,60,135,148,159,221],"automatic":[29],"data":[30,51],"tools":[32,132],"intelligent":[34],"systems":[35],"analyzing":[37],"information":[38,118],"with":[39,62],"taking":[40],"into":[41],"account":[42],"its":[43],"semantics.The":[44],"advantage":[45],"iterative":[47,69,124,152,163,180,200,243],"group":[48,111],"method":[49],"handling":[52],"(GMDH)":[53],"algorithms":[54,80,93,126,154,165,182,227,245],"is":[55,102,147,195],"that":[56,197],"they":[57],"able":[59],"work":[61],"a":[63,109],"large":[64],"number":[65],"arguments.The":[67],"generalized":[68,100,106,199],"GMDH":[70,125,153,164,181,216,244],"algorithm":[71],"includes":[72],"various":[73,226],"former":[74],"modifications":[75],"these":[77],"algorithms.For":[78],"example,":[79],"multilayer":[82],"relaxation":[84,213],"types":[85],"as":[86,88],"well":[87],"varieties":[89,210],"iterative-combinatorial":[91,215],"(hybrid)":[92],"diverse":[95],"particular":[96],"cases":[97,204],"one.Metamodeling":[101],"construction":[104],"models":[107],"certain":[110],"objects":[113],"(software":[114],"tools,":[115],"mathematical":[116],"models,":[117],"systems).An":[119],"ontological":[120,169,240],"metamodel":[121,170,241],"was":[127],"built":[128],"using":[129],"Protege":[131],"in":[133,138,186],"order":[134],"structure":[136],"knowledge":[137,161],"this":[139,172,237],"subject":[140,173],"area.":[141],"The":[142],"purpose":[143],"paper":[146],"analyze":[149],"developed":[151,179],"propose":[156],"an":[157,168,239],"approach":[158],"structuring":[160],"\u043en":[162],"by":[166],"building":[167],"area.Results.A":[174],"retrospective":[175],"analysis":[176],"\u0456s":[183],"carried":[184],"out":[185],"paper,":[188],"their":[189],"advantages":[190],"disadvantages":[192],"indicated.It":[194],"shown":[196],"algorithm,":[201],"whose":[202],"special":[203],"both":[206],"known":[207],"multilayer,":[212],"algorithms,":[217],"makes":[218],"it":[219],"possible":[220],"compare":[222],"effectiveness":[224],"solve":[229],"real":[230],"modeling":[231],"problems.Based":[232],"on":[233],"results":[235],"study,":[238],"has":[246],"been":[247],"developed.":[248]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2022-11-09T00:00:00"}
