{"id":"https://openalex.org/W7208468204","doi":null,"title":"Parsov\u00e1n\u00ed a p\u0159\u00edprava dokument\u016f pro Retrieval Augmented Generation (RAG)","display_name":"Parsov\u00e1n\u00ed a p\u0159\u00edprava dokument\u016f pro Retrieval Augmented Generation (RAG)","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7208468204"},"language":"cs","primary_location":{"id":"pmh:oai:dspace.vsb.cz:10084/160595","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160595","pdf_url":"https://dspace.vsb.cz/bitstreams/a7663183-3df6-4c14-a2f6-48542f8da541/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.vsb.cz/bitstreams/a7663183-3df6-4c14-a2f6-48542f8da541/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117402485","display_name":"Denys Yatsenko","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yatsenko, Denys","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5117402485"],"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/T10028","display_name":"Topic Modeling","score":0.9580000042915344,"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":0.9580000042915344,"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":0.017000000923871994,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.01600000075995922,"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/document-parsing","display_name":"document parsing","score":0.8450000286102295},{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.8149999976158142},{"id":"https://openalex.org/keywords/parser-comparison","display_name":"parser comparison","score":0.6010000109672546},{"id":"https://openalex.org/keywords/llamaindex","display_name":"LlamaIndex","score":0.996999979019165},{"id":"https://openalex.org/keywords/llm-as-a-judge","display_name":"LLM-as-a-judge","score":0.9269999861717224},{"id":"https://openalex.org/keywords/faithfulness-evaluation","display_name":"faithfulness evaluation","score":0.6949999928474426},{"id":"https://openalex.org/keywords/document-collections","display_name":"document collections","score":0.5799999833106995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6398000121116638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40639999508857727},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.24969999492168427},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.24889999628067017},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24469999969005585},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.24150000512599945},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.24089999496936798},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2167000025510788}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:dspace.vsb.cz:10084/160595","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160595","pdf_url":"https://dspace.vsb.cz/bitstreams/a7663183-3df6-4c14-a2f6-48542f8da541/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"}],"best_oa_location":{"id":"pmh:oai:dspace.vsb.cz:10084/160595","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160595","pdf_url":"https://dspace.vsb.cz/bitstreams/a7663183-3df6-4c14-a2f6-48542f8da541/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7208468204.pdf","grobid_xml":"https://content.openalex.org/works/W7208468204.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W3027879771","https://openalex.org/W4404354175"],"related_works":["https://openalex.org/W7214790141","https://openalex.org/W7171537627","https://openalex.org/W4415798436","https://openalex.org/W7106853485","https://openalex.org/W7157018028","https://openalex.org/W7138012369","https://openalex.org/W7077042183","https://openalex.org/W7161693333","https://openalex.org/W7116585786","https://openalex.org/W7167345612"],"abstract_inverted_index":{"Bakal\u00e1\u0159sk\u00e1":[0],"pr\u00e1ce":[1],"se":[2],"zab\u00fdv\u00e1":[3],"srovn\u00e1n\u00edm":[4],"modern\u00edch":[5],"parser\u016f":[6,46],"dokument\u016f":[7],"z":[8,58],"pohledu":[9],"jejich":[10],"vlivu":[11],"na":[12,22,51],"kvalitu":[13],"syst\u00e9m\u016f":[14],"Retrieval-Augmented":[15],"Generation.Teoretick\u00e1":[16],"\u010d\u00e1st":[17,34],"shrnuje":[18],"architekturu":[19],"RAG,":[20],"po\u017eadavky":[21],"kvalitn\u00ed":[23],"parser":[24],"a":[25,47,66,69],"roli":[26],"form\u00e1tu":[27],"Markdown":[28],"p\u0159i":[29],"zachov\u00e1n\u00ed":[30],"s\u00e9mantick\u00e9":[31],"struktury":[32],"dokumentu.Praktick\u00e1":[33],"popisuje":[35],"experiment\u00e1ln\u00ed":[36],"infrastrukturu":[37],"vystav\u011bnou":[38],"nad":[39],"frameworkem":[40],"LlamaIndex,":[41],"jednotn\u00e9":[42],"rozhran\u00ed":[43],"pro":[44,72],"v\u00edce":[45],"metodiku":[48],"hodnocen\u00ed":[49],"zalo\u017eenou":[50],"p\u0159\u00edstupu":[52],"LLM-as-a-Judge.Z\u00e1v\u011bre\u010dn\u00e1":[53],"anal\u00fdza":[54],"porovn\u00e1v\u00e1":[55],"vybran\u00e9":[56],"parsery":[57],"hlediska":[59],"correctness,":[60],"faithfulness,":[61],"retrieval":[62],"metrik,":[63],"rychlosti":[64],"zpracov\u00e1n\u00ed":[65],"provozn\u00edch":[67],"n\u00e1klad\u016f":[68],"formuluje":[70],"doporu\u010den\u00ed":[71],"r\u016fzn\u00e9":[73],"typy":[74],"dokumentov\u00fdch":[75],"korpus\u016f.":[76]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-04T00:00:00"}