{"id":"https://openalex.org/W7076957801","doi":null,"title":"Riskirekisterien parantaminen teko\u00e4lyavustajan avulla","display_name":"Riskirekisterien parantaminen teko\u00e4lyavustajan avulla","publication_year":2025,"publication_date":"2025-07-19","ids":{"openalex":"https://openalex.org/W7076957801"},"language":"en","primary_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/138298","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/138298","pdf_url":"https://aaltodoc.aalto.fi/bitstreams/2f610b01-01ef-4f23-b446-70fc1e57f4b1/download","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"G2 Pro gradu, diplomity\u00f6"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://aaltodoc.aalto.fi/bitstreams/2f610b01-01ef-4f23-b446-70fc1e57f4b1/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Westerg\u00e5rd, Alexander","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Westerg\u00e5rd, Alexander","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.5151000022888184,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.5151000022888184,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.12620000541210175,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14465","display_name":"Leadership, Behavior, and Decision-Making Studies","score":0.04600000008940697,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/risk-register","display_name":"risk register","score":0.9950000047683716},{"id":"https://openalex.org/keywords/risk-management","display_name":"risk management","score":0.8960000276565552},{"id":"https://openalex.org/keywords/ai-assistants","display_name":"AI assistants","score":0.8399999737739563},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9919999837875366},{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":1.0},{"id":"https://openalex.org/keywords/multi-step-reasoning","display_name":"multi-step reasoning","score":0.7509999871253967},{"id":"https://openalex.org/keywords/hallucinations","display_name":"hallucinations","score":0.671999990940094},{"id":"https://openalex.org/keywords/human-oversight","display_name":"human oversight","score":0.9940000176429749},{"id":"https://openalex.org/keywords/participatory-risk-management","display_name":"participatory risk management","score":0.7269999980926514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5985000133514404},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.5734999775886536},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.46630001068115234},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4180999994277954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.376800000667572},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3095000088214874},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C145428669","wikidata":"https://www.wikidata.org/wiki/Q471748","display_name":"Exception handling","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C2779235478","wikidata":"https://www.wikidata.org/wiki/Q286576","display_name":"Register (sociolinguistics)","level":2,"score":0.26249998807907104}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/138298","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/138298","pdf_url":"https://aaltodoc.aalto.fi/bitstreams/2f610b01-01ef-4f23-b446-70fc1e57f4b1/download","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"G2 Pro gradu, diplomity\u00f6"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/138298","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/138298","pdf_url":"https://aaltodoc.aalto.fi/bitstreams/2f610b01-01ef-4f23-b446-70fc1e57f4b1/download","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"G2 Pro gradu, diplomity\u00f6"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7076957801.pdf","grobid_xml":"https://content.openalex.org/works/W7076957801.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1551168142","https://openalex.org/W1979114468","https://openalex.org/W2013462805","https://openalex.org/W2016340530","https://openalex.org/W2074253074","https://openalex.org/W2087537322","https://openalex.org/W2147704565","https://openalex.org/W2150889407","https://openalex.org/W2158166636","https://openalex.org/W2205836349","https://openalex.org/W2621722141","https://openalex.org/W2791294409","https://openalex.org/W3027879771","https://openalex.org/W3117576675","https://openalex.org/W3118781290","https://openalex.org/W3151685851","https://openalex.org/W4304195432","https://openalex.org/W4387584332","https://openalex.org/W4390041933","https://openalex.org/W4391591671","https://openalex.org/W4391766565","https://openalex.org/W4394686032","https://openalex.org/W4399467072","https://openalex.org/W4403401276","https://openalex.org/W4404330874","https://openalex.org/W4409415146","https://openalex.org/W4414281281","https://openalex.org/W7133224126"],"related_works":["https://openalex.org/W6968440709","https://openalex.org/W7210285711","https://openalex.org/W7117369615","https://openalex.org/W7107874949","https://openalex.org/W7125793609","https://openalex.org/W7126079401","https://openalex.org/W2621722141","https://openalex.org/W7116906789","https://openalex.org/W4392943695","https://openalex.org/W7087734442"],"abstract_inverted_index":{"Risk":[0],"registers":[1,24,38],"are":[2,12,274],"a":[3,13,76,100,159],"structured":[4,73,105],"way":[5],"to":[6,44,56,98,113,238,258,265,276],"document":[7],"an":[8,49,141,206,221],"organization's":[9,89],"risks":[10,31],"and":[11,32,75,95,130,148,175,195,213,218,230,251,260,289],"central":[14],"part":[15],"of":[16,122,150,169,205,293],"the":[17,88,107,114,120,145,154,170,186,203,232,256,266,278,284,291],"risk":[18,23,37,61,90,115,155,171,210,227],"management":[19,228],"process.":[20,161],"Over":[21],"time,":[22],"can":[25,84,110,282],"become":[26,40],"incoherent,":[27],"filled":[28],"with":[29,72,136],"redundant":[30],"missing":[33],"relevant":[34],"ones.":[35],"Such":[36],"may":[39],"overwhelming":[41],"for":[42],"experts":[43],"manage.":[45],"This":[46],"thesis":[47],"developed":[48],"artificial":[50],"intelligence":[51],"(AI)":[52],"assistant":[53,65,83,109,143,188,208,223],"framework":[54],"designed":[55],"address":[57],"common":[58],"issues":[59],"in":[60,153],"registers.":[62],"The":[63,81,180,240],"AI":[64,82,108,142,173,187,207,222,244,280],"utilizes":[66],"large":[67],"language":[68],"models":[69],"(LLMs)":[70],"enhanced":[71],"tools":[74,129],"retrieval-augmented":[77],"generation":[78],"(RAG)":[79],"search.":[80],"read":[85],"information":[86],"from":[87],"register,":[91,172],"RAG":[92],"knowledge":[93],"base,":[94],"user":[96],"inputs":[97],"create":[99],"comprehensive":[101],"working":[102],"context.":[103],"Using":[104],"tools,":[106],"suggest":[111],"modifications":[112],"register.":[116,267],"Multi-step":[117],"reasoning":[118],"enables":[119],"completion":[121],"more":[123,216],"complex":[124,151],"tasks":[125,229],"that":[126,202,243,252,272],"involve":[127],"multiple":[128],"data":[131,152,294],"sources.":[132],"A":[133,199],"case":[134,177],"study":[135,178,181,241],"Inclus":[137],"Oy":[138],"examined":[139],"how":[140],"affects":[144],"speed,":[146],"quality,":[147,233],"handling":[149],"register":[156,211],"while":[157],"maintaining":[158],"reliable":[160],"Analytical":[162],"generalizations":[163],"were":[164],"made":[165,214],"based":[166],"on":[167],"observations":[168],"assistant,":[174],"perception":[176],"participants.":[179],"yielded":[182],"promising":[183],"results,":[184],"where":[185],"suggested":[189],"merging":[190],"duplicate":[191],"risks,":[192],"harmonizing":[193],"descriptions,":[194],"adding":[196],"new":[197],"risks.":[198,279],"survey":[200],"revealed":[201],"use":[204],"improved":[209],"coverage":[212],"it":[215,234],"accurate":[217],"up-to-date.":[219],"While":[220],"substantially":[224],"speeds":[225],"up":[226],"improves":[231],"is":[235],"still":[236],"prone":[237],"hallucinations.":[239],"demonstrated":[242],"assistants":[245,281],"must":[246,254],"operate":[247],"under":[248],"human":[249,269],"oversight":[250,270],"users":[253],"retain":[255],"authority":[257],"review":[259],"confirm":[261],"every":[262],"proposed":[263],"modification":[264],"Additionally,":[268],"ensures":[271],"participants":[273],"committed":[275],"mitigating":[277],"enhance":[283],"participatory":[285],"process":[286],"by":[287],"accelerating":[288],"improving":[290],"quality":[292],"processing.":[295]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
