{"id":"https://openalex.org/W7204152612","doi":null,"title":"Generov\u00e1n\u00ed strukturovan\u00fdch testovac\u00edch dat pomoc\u00ed LLM","display_name":"Generov\u00e1n\u00ed strukturovan\u00fdch testovac\u00edch dat pomoc\u00ed LLM","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204152612"},"language":"sk","primary_location":{"id":"pmh:oai:dspace.vut.cz:11012/260633","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260633","pdf_url":"https://dspace.vut.cz/bitstreams/c1bb30cb-22fa-4c41-829b-5dd0bd9250a8/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.vut.cz/bitstreams/c1bb30cb-22fa-4c41-829b-5dd0bd9250a8/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5147911238","display_name":"Jasm\u00edna Hajd\u00fakov\u00e1","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hajd\u00fakov\u00e1, Jasm\u00edna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5147911238"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.8090999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.8090999722480774,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.05649999901652336,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.03370000049471855,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/test-data-generation","display_name":"test data generation","score":0.902999997138977},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9139999747276306},{"id":"https://openalex.org/keywords/relational-database-schema","display_name":"relational database schema","score":0.8349999785423279},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.3889999985694885},{"id":"https://openalex.org/keywords/qwen2-5","display_name":"Qwen2.5","score":0.8330000042915344},{"id":"https://openalex.org/keywords/llama-3-1","display_name":"Llama 3.1","score":0.8920000195503235},{"id":"https://openalex.org/keywords/mistral","display_name":"Mistral","score":0.7820000052452087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844000220298767},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.6004999876022339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5235999822616577},{"id":"https://openalex.org/C30775581","wikidata":"https://www.wikidata.org/wiki/Q632285","display_name":"Database schema","level":3,"score":0.46209999918937683},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.44269999861717224},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4325999915599823},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.42669999599456787},{"id":"https://openalex.org/C148840519","wikidata":"https://www.wikidata.org/wiki/Q1049878","display_name":"Database design","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4221000075340271},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.412200003862381},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C103593891","wikidata":"https://www.wikidata.org/wiki/Q624546","display_name":"Entity\u2013relationship model","level":3,"score":0.35499998927116394},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3303999900817871},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3215999901294708},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31779998540878296},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C56288433","wikidata":"https://www.wikidata.org/wiki/Q58673","display_name":"Data manipulation language","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.299699991941452},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C40207289","wikidata":"https://www.wikidata.org/wiki/Q755662","display_name":"Relational model","level":3,"score":0.2849999964237213},{"id":"https://openalex.org/C5968703","wikidata":"https://www.wikidata.org/wiki/Q267136","display_name":"Database model","level":3,"score":0.28060001134872437},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dspace.vut.cz:11012/260633","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260633","pdf_url":"https://dspace.vut.cz/bitstreams/c1bb30cb-22fa-4c41-829b-5dd0bd9250a8/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"bachelorThesis"},{"id":"pmh:oai:invenio.nusl.cz:781205","doi":null,"is_oa":false,"landing_page_url":"http://www.nusl.cz/ntk/nusl-781205","pdf_url":null,"source":{"id":"https://openalex.org/S4306402266","display_name":"Digital Repository (National Repository of Grey Literature)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79620101","host_organization_name":"University of Arkansas for Medical Sciences","host_organization_lineage":["https://openalex.org/I79620101"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"}],"best_oa_location":{"id":"pmh:oai:dspace.vut.cz:11012/260633","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260633","pdf_url":"https://dspace.vut.cz/bitstreams/c1bb30cb-22fa-4c41-829b-5dd0bd9250a8/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204152612.pdf","grobid_xml":"https://content.openalex.org/works/W7204152612.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2626778328","https://openalex.org/W3027879771","https://openalex.org/W3030163527","https://openalex.org/W4387561528","https://openalex.org/W4391974543","https://openalex.org/W4401306886","https://openalex.org/W4405655184","https://openalex.org/W4411403346","https://openalex.org/W4411567645","https://openalex.org/W7133237354"],"related_works":["https://openalex.org/W4400681000","https://openalex.org/W7202250021","https://openalex.org/W7140960021","https://openalex.org/W4387323005","https://openalex.org/W7165756676","https://openalex.org/W7203857428","https://openalex.org/W4403545088","https://openalex.org/W7037863858","https://openalex.org/W7207253825","https://openalex.org/W7072076315"],"abstract_inverted_index":{"Pr\u00e1ca":[0],"sa":[1,49],"zameriava":[2],"na":[3,95,101,126],"n\u00e1vrh":[4],"a":[5,26,36,88,112],"implement\u00e1ciu":[6],"n\u00e1stroja":[7,41],"pre":[8,14],"automatick\u00e9":[9],"generovanie":[10,77],"YAML":[11],"konfigur\u00e1cie":[12],"(receptov)":[13],"gener\u00e1tor":[15],"testovac\u00edch":[16,104],"d\u00e1t":[17],"Dataster.":[18],"Manu\u00e1lne":[19],"vytv\u00e1ranie":[20],"tak\u00fdchto":[21],"receptov":[22],"je":[23,42,78,93],"\u010dasovo":[24],"nam\u00e1hav\u00e9":[25],"vy\u017eaduje":[27],"rozsiahle":[28],"znalosti":[29],"o":[30,86],"sch\u00e9me":[31],"datab\u00e1zy,":[32],"vz\u0165ahoch":[33],"medzi":[34],"tabu\u013ekami":[35],"charaktere":[37],"hodn\u00f4t.":[38],"Pomocou":[39],"navrhnut\u00e9ho":[40],"mo\u017en\u00e9":[43],"plne":[44],"automatizova\u0165":[45],"tento":[46],"proces,":[47],"pri\u010dom":[48],"n\u00e1stroj":[50],"pripoj\u00ed":[51],"k":[52],"rela\u010dnej":[53],"datab\u00e1ze":[54],"z":[55],"ktorej":[56],"z\u00edska":[57],"sch\u00e9mu":[58],"spolu":[59],"so":[60],"vzorkami":[61],"d\u00e1t.":[62],"N\u00e1sledne":[63],"s":[64,136],"pomocou":[65],"lok\u00e1lneho":[66],"ve\u013ek\u00e9ho":[67],"jazykov\u00e9ho":[68],"modelu":[69],"(LLM)":[70],"cez":[71],"platformu":[72],"Ollama":[73],"vygeneruje":[74],"recept.":[75],"Samotn\u00e9":[76],"rozlo\u017een\u00e9":[79],"do":[80],"\u0161tyroch":[81],"f\u00e1z,":[82],"ktor\u00e9":[83],"s\u00fa":[84,114],"doplnen\u00e9":[85],"valida\u010dn\u00fa":[87],"opravn\u00fa":[89],"vrstvu.":[90],"Vyhodnotenie":[91],"\u00faspe\u0161nosti":[92],"vykonan\u00e9":[94],"troch":[96],"\u00farovniach,":[97],"pri":[98,106,120],"modeli":[99],"qwen2.5":[100,132],"sade":[102],"31":[103],"datab\u00e1z":[105],"\u0161iestich":[107],"teplot\u00e1ch.":[108],"Pri":[109],"modeloch":[110],"llama3.1":[111],"mistral":[113],"sp\u00fa\u0161\u0165an\u00e9":[115],"testy":[116],"nad":[117],"19":[118],"datab\u00e1zami":[119],"jednej":[121],"teplote":[122],"(0.0).":[123],"V\u00fdsledky":[124],"ukazuj\u00fa":[125],"to,":[127],"\u017ee":[128],"zmie\u0161an\u00e1":[129],"konfigur\u00e1cia":[130],"modelov":[131],"dosahuje":[133],"kvalitu":[134],"porovnate\u013en\u00fa":[135],"v\u00e4\u010d\u0161\u00edm":[137],"modelom.":[138]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-08-25T00:00:00"}