{"id":"https://openalex.org/W4387941652","doi":"https://doi.org/10.32620/reks.2023.3.19","title":"Information technology for prediction of software quality level","display_name":"Information technology for prediction of software quality level","publication_year":2023,"publication_date":"2023-09-29","ids":{"openalex":"https://openalex.org/W4387941652","doi":"https://doi.org/10.32620/reks.2023.3.19"},"language":"en","primary_location":{"id":"doi:10.32620/reks.2023.3.19","doi":"https://doi.org/10.32620/reks.2023.3.19","is_oa":true,"landing_page_url":"http://dx.doi.org/10.32620/reks.2023.3.19","pdf_url":"https://nti.khai.edu/ojs/index.php/reks/article/download/reks.2023.3.19/2134","source":{"id":"https://openalex.org/S4210171973","display_name":"RADIOELECTRONIC AND COMPUTER SYSTEMS","issn_l":"1814-4225","issn":["1814-4225","2663-2012"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321196","host_organization_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","host_organization_lineage":["https://openalex.org/P4310321196"],"host_organization_lineage_names":["National Aerospace University \u2013 Kharkiv Aviation Institute"],"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":"Radioelectronic and Computer Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://nti.khai.edu/ojs/index.php/reks/article/download/reks.2023.3.19/2134","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070861528","display_name":"Tetiana Oleksandrivna Hovorushchenko","orcid":"https://orcid.org/0000-0002-7942-1857","observed_orcids":["https://orcid.org/0000-0002-7942-1857"]},"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":"Tetiana Hovorushchenko","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi"],"raw_orcid":"https://orcid.org/0000-0002-7942-1857","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002649768","display_name":"Yurii Voichur","orcid":"https://orcid.org/0000-0003-3085-7315","observed_orcids":["https://orcid.org/0000-0003-3085-7315"]},"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":"Yurii Voichur","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi"],"raw_orcid":"https://orcid.org/0000-0003-3085-7315","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059187995","display_name":"Dmytro Medzatyi","orcid":"https://orcid.org/0009-0004-3247-6406","observed_orcids":["https://orcid.org/0009-0004-3247-6406","https://orcid.org/0000-0002-1879-2945"]},"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":"Dmytro Medzatyi","raw_affiliation_strings":["Khmelnytskyi National University, Khmelnytskyi"],"raw_orcid":"https://orcid.org/0000-0002-1879-2945","affiliations":[{"raw_affiliation_string":"Khmelnytskyi National University, Khmelnytskyi","institution_ids":["https://openalex.org/I164756455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I164756455"],"apc_list":{"value":100,"currency":"EUR","value_usd":107},"apc_paid":{"value":100,"currency":"EUR","value_usd":107},"fwci":0.1838,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56719305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":"3","first_page":"238","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.6323000192642212,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.6323000192642212,"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/T10260","display_name":"Software Engineering Research","score":0.2996000051498413,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.04309999942779541,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/software-quality-prediction","display_name":"software quality prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"requirements analysis","score":0.7110000252723694},{"id":"https://openalex.org/keywords/quality-attributes","display_name":"quality attributes","score":0.7200000286102295},{"id":"https://openalex.org/keywords/software-quality-attributes","display_name":"software quality attributes","score":0.800000011920929},{"id":"https://openalex.org/keywords/requirements-selection","display_name":"requirements selection","score":0.5910000205039978},{"id":"https://openalex.org/keywords/software-requirements-engineering","display_name":"software requirements engineering","score":0.5059999823570251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693340539932251},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6475433707237244},{"id":"https://openalex.org/C176035894","wikidata":"https://www.wikidata.org/wiki/Q7554350","display_name":"Software quality control","level":5,"score":0.6429092288017273},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5928848385810852},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.5282553434371948},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.511756420135498},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.5006043910980225},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4773290753364563},{"id":"https://openalex.org/C188329197","wikidata":"https://www.wikidata.org/wiki/Q6554613","display_name":"Software quality analyst","level":5,"score":0.4570867717266083},{"id":"https://openalex.org/C89567784","wikidata":"https://www.wikidata.org/wiki/Q7554325","display_name":"Software measurement","level":5,"score":0.44756263494491577},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39537400007247925},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3940679728984833},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3930305242538452},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3698403835296631},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.35273027420043945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15774092078208923},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.05649450421333313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.32620/reks.2023.3.19","doi":"https://doi.org/10.32620/reks.2023.3.19","is_oa":true,"landing_page_url":"http://dx.doi.org/10.32620/reks.2023.3.19","pdf_url":"https://nti.khai.edu/ojs/index.php/reks/article/download/reks.2023.3.19/2134","source":{"id":"https://openalex.org/S4210171973","display_name":"RADIOELECTRONIC AND COMPUTER SYSTEMS","issn_l":"1814-4225","issn":["1814-4225","2663-2012"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321196","host_organization_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","host_organization_lineage":["https://openalex.org/P4310321196"],"host_organization_lineage_names":["National Aerospace University \u2013 Kharkiv Aviation Institute"],"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":"Radioelectronic and Computer Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f0f05553efd44d439bb67eef9a968507","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/f0f05553efd44d439bb67eef9a968507","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\u0420\u0430\u0434\u0456\u043e\u0435\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0456 \u0456 \u043a\u043e\u043c\u043f'\u044e\u0442\u0435\u0440\u043d\u0456 \u0441\u0438\u0441\u0442\u0435\u043c\u0438, Vol 0, Iss 3, Pp 238-254 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.32620/reks.2023.3.19","doi":"https://doi.org/10.32620/reks.2023.3.19","is_oa":true,"landing_page_url":"http://dx.doi.org/10.32620/reks.2023.3.19","pdf_url":"https://nti.khai.edu/ojs/index.php/reks/article/download/reks.2023.3.19/2134","source":{"id":"https://openalex.org/S4210171973","display_name":"RADIOELECTRONIC AND COMPUTER SYSTEMS","issn_l":"1814-4225","issn":["1814-4225","2663-2012"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321196","host_organization_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","host_organization_lineage":["https://openalex.org/P4310321196"],"host_organization_lineage_names":["National Aerospace University \u2013 Kharkiv Aviation Institute"],"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":"Radioelectronic and Computer Systems","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/W4387941652.pdf","grobid_xml":"https://content.openalex.org/works/W4387941652.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2058404631","https://openalex.org/W2644505548","https://openalex.org/W2769191291","https://openalex.org/W2790805934","https://openalex.org/W2791518051","https://openalex.org/W2792198739","https://openalex.org/W2819762170","https://openalex.org/W2840157327","https://openalex.org/W2870901259","https://openalex.org/W2904678632","https://openalex.org/W2973068117","https://openalex.org/W3015404629","https://openalex.org/W3097751973","https://openalex.org/W3116950459","https://openalex.org/W3206241461","https://openalex.org/W3209175407","https://openalex.org/W4206643869","https://openalex.org/W4210538512","https://openalex.org/W4243308194","https://openalex.org/W4280610604","https://openalex.org/W4280619079","https://openalex.org/W4282822200","https://openalex.org/W4293582098","https://openalex.org/W4295102564","https://openalex.org/W4308591617","https://openalex.org/W4310281849","https://openalex.org/W4312106785","https://openalex.org/W4313535465","https://openalex.org/W4320057202","https://openalex.org/W4321350561","https://openalex.org/W4362549660","https://openalex.org/W4362735337","https://openalex.org/W4376954871","https://openalex.org/W4377086712","https://openalex.org/W4378071405","https://openalex.org/W4380990601","https://openalex.org/W4381988246","https://openalex.org/W4383503459","https://openalex.org/W4385209868"],"related_works":["https://openalex.org/W4413394671","https://openalex.org/W4310281849","https://openalex.org/W7169880799","https://openalex.org/W7095096754","https://openalex.org/W2092505853","https://openalex.org/W2819762170","https://openalex.org/W2161436607","https://openalex.org/W2031021105","https://openalex.org/W4220952180","https://openalex.org/W2095081222"],"abstract_inverted_index":{"Today,":[0],"there":[1],"is":[2,71,78,226,292],"a":[3,124,140,203,212,237,241],"contradiction":[4],"between":[5],"the":[6,10,21,26,34,42,53,57,60,64,115,131,151,156,162,177,185,198,207,215,221,252,256,268,296],"rapid":[7],"increase":[8],"in":[9,112,264],"complexity":[11],"and":[12,31,36,41,155,159,169,211,235,251,300],"size":[13],"of":[14,23,29,38,44,48,56,62,75,109,118,127,134,143,175,190,197,206,223,231,240,243,254,270,273,279,284,295,304,307],"modern":[15],"software":[16,39,50,65,89,101,178,192,199,209,217,234,257,286],"while":[17],"increasing":[18,27],"responsibility":[19],"for":[20,87,99,233,245,275,281],"performance":[22],"their":[24],"functions,":[25],"requirements":[28,70,106,183,232,244,274,280,308],"customers":[30],"users":[32],"to":[33,79,165,228,313],"quality":[35,51,66,90,102,110,119,128,135,146,179,193,200,218,258,285,315],"efficiency":[37],"use":[40],"imperfection":[43],"models,":[45],"methods,":[46,158],"tools":[47,160],"predicting":[49,63,176,255],"at":[52],"early":[54],"stages":[55],"life":[58],"cycle.Therefore,":[59],"task":[61,82],"level":[67,103,147,180,259],"based":[68,92,104,181,260],"on":[69,93,105,121,136,182,261],"relevant.":[72],"The":[73,95,172,248],"aim":[74],"this":[76,81,265,291],"study":[77],"solve":[80],"by":[83],"developing":[84],"information":[85,97,249],"technology":[86,98,250],"prediction":[88,100],"levels":[91],"requirements.":[94],"proposed":[96,298],"provides":[107,149,184],"analysis":[108],"attributes":[111],"requirements,":[113,262],"reflects":[114,130],"dependence":[116,132],"(equations)":[117],"characteristics":[120],"attributes,":[122],"forms":[123,139],"quantitative":[125,141],"assessment":[126,142],"characteristics,":[129,138,194],"(equation)":[133],"its":[137],"quality,":[144,210],"performs":[145],"prediction,":[148],"all":[150],"listed":[152],"services":[153],"simultaneously":[154],"model,":[157],"underlying":[161],"IT":[163],"belong":[164],"common":[166],"methodological":[167],"approaches":[168],"are":[170],"integrated.":[171],"developed":[173,263],"system":[174,253],"user":[186],"with":[187],"predicted":[188,208],"estimates":[189],"eight":[191],"geometric":[195],"interpretation":[196],"characteristics\u2019":[201],"values,":[202],"comprehensive":[204],"indicator":[205],"conclusion":[213],"about":[214],"future":[216],"level.":[219],"On":[220],"basis":[222],"this,":[224],"it":[225],"possible":[227],"compare":[229],"sets":[230,272,306],"make":[236],"reasonable":[238],"choice":[239],"set":[242],"further":[246,282],"implementation.":[247],"paper,":[266],"provide":[267],"possibility":[269],"comparing":[271],"software,":[276],"justified":[277],"selection":[278],"implementation":[283],"(as":[287],"experiments":[288],"have":[289],"shown,":[290],"only":[293],"one":[294],"four":[297],"sets),":[299],"rejection":[301],"or":[302],"revision":[303],"unsuccessful":[305],"that":[309],"cannot":[310],"be":[311],"used":[312],"develop":[314],"software.":[316]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-10-26T00:00:00"}