{"id":"https://openalex.org/W7080968353","doi":null,"title":"Anv\u00e4ndning av avancerad Retrieval-Augmented Generationf\u00f6r att f\u00f6rb\u00e4ttra s\u00f6kningar i tv\u00e5spr\u00e5kigakunskapshanteringssystem","display_name":"Anv\u00e4ndning av avancerad Retrieval-Augmented Generationf\u00f6r att f\u00f6rb\u00e4ttra s\u00f6kningar i tv\u00e5spr\u00e5kigakunskapshanteringssystem","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7080968353"},"language":"en","primary_location":{"id":"pmh:oai:DiVA.org:oru-123511","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-123511","pdf_url":"https://oru.diva-portal.org/smash/get/diva2:1996007/FULLTEXT01","source":{"id":"https://openalex.org/S4306400154","display_name":"\u00d6rebro University Library (\u00d6rebro University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I26437253","host_organization_name":"\u00d6rebro University","host_organization_lineage":["https://openalex.org/I26437253"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://oru.diva-portal.org/smash/get/diva2:1996007/FULLTEXT01","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072202576","display_name":"Hugo Eriksson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I26437253","display_name":"\u00d6rebro University","ror":"https://ror.org/05kytsw45","country_code":"SE","type":"education","lineage":["https://openalex.org/I26437253"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Eriksson, Hugo","raw_affiliation_strings":["Institutionen f\u00f6r naturvetenskap och teknik , \u00d6rebro Universitet"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institutionen f\u00f6r naturvetenskap och teknik , \u00d6rebro Universitet","institution_ids":["https://openalex.org/I26437253"]}]},{"author_position":"last","author":{"id":null,"display_name":"Falk, Erik","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Falk, Erik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"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":true,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9404000043869019,"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":0.9404000043869019,"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":0.052299998700618744,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.9800000190734863},{"id":"https://openalex.org/keywords/multi-hop-reasoning","display_name":"multi-hop reasoning","score":0.871999979019165},{"id":"https://openalex.org/keywords/re-ranking","display_name":"re-ranking","score":0.9200000166893005},{"id":"https://openalex.org/keywords/question-answering","display_name":"question answering","score":0.5899999737739563},{"id":"https://openalex.org/keywords/chatbots","display_name":"chatbots","score":0.6050000190734863},{"id":"https://openalex.org/keywords/document-retrieval","display_name":"document retrieval","score":0.6959999799728394},{"id":"https://openalex.org/keywords/language-identification","display_name":"language identification","score":0.8080000281333923},{"id":"https://openalex.org/keywords/multilingual-question-answering","display_name":"multilingual question answering","score":0.6470000147819519},{"id":"https://openalex.org/keywords/internal-documents","display_name":"internal documents","score":0.550000011920929},{"id":"https://openalex.org/keywords/answer-quality","display_name":"answer quality","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8208000063896179},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.7081000208854675},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6832000017166138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6353999972343445},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5212000012397766},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39250001311302185},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32749998569488525},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32120001316070557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C195344581","wikidata":"https://www.wikidata.org/wiki/Q2555318","display_name":"Automated reasoning","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:DiVA.org:oru-123511","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-123511","pdf_url":"https://oru.diva-portal.org/smash/get/diva2:1996007/FULLTEXT01","source":{"id":"https://openalex.org/S4306400154","display_name":"\u00d6rebro University Library (\u00d6rebro University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I26437253","host_organization_name":"\u00d6rebro University","host_organization_lineage":["https://openalex.org/I26437253"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","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:DiVA.org:oru-123511","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-123511","pdf_url":"https://oru.diva-portal.org/smash/get/diva2:1996007/FULLTEXT01","source":{"id":"https://openalex.org/S4306400154","display_name":"\u00d6rebro University Library (\u00d6rebro University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I26437253","host_organization_name":"\u00d6rebro University","host_organization_lineage":["https://openalex.org/I26437253"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7080968353.pdf","grobid_xml":"https://content.openalex.org/works/W7080968353.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2626778328","https://openalex.org/W2889787757","https://openalex.org/W2896457183","https://openalex.org/W3017604292","https://openalex.org/W3027879771","https://openalex.org/W3030163527","https://openalex.org/W4226271314","https://openalex.org/W4252076394","https://openalex.org/W4384388099","https://openalex.org/W4387156782","https://openalex.org/W4389984066","https://openalex.org/W4411403346"],"related_works":["https://openalex.org/W4415602335","https://openalex.org/W7036399411","https://openalex.org/W7071915300","https://openalex.org/W7197871026","https://openalex.org/W6987410662","https://openalex.org/W7111573148","https://openalex.org/W6996217531","https://openalex.org/W7165425417","https://openalex.org/W7113120400","https://openalex.org/W6995560285"],"abstract_inverted_index":{"This":[0],"Master":[1],"of":[2,31,75,91],"Science":[3],"thesis":[4],"investigates":[5],"how":[6],"Retrieval-Augmented":[7],"Generation":[8],"(RAG)":[9],"technology":[10],"can":[11,126],"be":[12,58,122,127],"improved":[13],"using":[14],"reasoning":[15,102],"techniques":[16],"like":[17,133],"multi-hop":[18,71],"and":[19,51,62,70,82,94,136],"re-ranking.":[20],"The":[21,29,53,97,124],"project":[22,33],"was":[23,34,55,78,87],"conducted":[24],"in":[25,89],"collaboration":[26],"with":[27,46,84,129],"Nexer.":[28],"goal":[30],"the":[32,101,109],"to":[35,57,121],"create":[36],"a":[37],"chatbot":[38],"that":[39,100,117],"answers":[40],"questions":[41,116],"based":[42,103],"on":[43,60],"internal":[44],"documents,":[45],"support":[47],"for":[48,65,140],"both":[49],"English":[50],"Swedish.":[52],"system":[54,125],"developed":[56],"run":[59],"premise":[61],"contains":[63],"components":[64],"document":[66],"retrieval,":[67],"language":[68],"detection,":[69],"reasoning.":[72,85],"Two":[73],"variants":[74],"RAG":[76,104,111],"implementations":[77],"compared:":[79],"one":[80,83],"simple":[81,110],"Performance":[86],"measured":[88],"terms":[90],"answer":[92],"quality":[93],"retrieval":[95],"accuracy.":[96],"results":[98],"show":[99],"implementation":[105,112],"performs":[106],"better":[107],"than":[108],"when":[113],"asked":[114],"complex":[115],"require":[118],"multiple":[119],"documents":[120],"answered.":[123],"integrated":[128],"user":[130],"friendly":[131],"tools":[132],"Microsoft":[134],"Teams":[135],"have":[137],"great":[138],"potential":[139],"further":[141],"development.":[142]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
