{"id":"https://openalex.org/W7162914765","doi":null,"title":"IT-tuen ratkaisukyvykkyyden tehostaminen : generatiivisen teko\u00e4lyn hy\u00f6dynt\u00e4minen hajautetun tiedon hallinnassa","display_name":"IT-tuen ratkaisukyvykkyyden tehostaminen : generatiivisen teko\u00e4lyn hy\u00f6dynt\u00e4minen hajautetun tiedon hallinnassa","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162914765"},"language":"fi","primary_location":{"id":"pmh:oai:www.theseus.fi:10024/922364","doi":null,"is_oa":true,"landing_page_url":"http://www.theseus.fi/handle/10024/922364","pdf_url":"http://www.theseus.fi/bitstream/10024/922364/2/Virtanen_Teemu.pdf","source":{"id":"https://openalex.org/S4306400928","display_name":"Theseus (Ammattikorkeakoulujen)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=AMK-opinn\u00e4ytety\u00f6|sv=YH-examensarbete|en=Bachelor's thesis|"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.theseus.fi/bitstream/10024/922364/2/Virtanen_Teemu.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013885643","display_name":"Teemu Virtanen","orcid":"https://orcid.org/0000-0002-0653-2564","observed_orcids":["https://orcid.org/0000-0002-0653-2564"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Virtanen, Teemu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5013885643"],"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":0.1890999972820282,"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":0.1890999972820282,"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/T14222","display_name":"Knowledge Management and Technology","score":0.1679999977350235,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.15539999306201935,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/it-support","display_name":"IT support","score":0.9300000071525574},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.7599999904632568},{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.9599999785423279},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"knowledge management","score":0.6629999876022339},{"id":"https://openalex.org/keywords/distributed-knowledge-management","display_name":"distributed knowledge management","score":0.5960000157356262},{"id":"https://openalex.org/keywords/it-service-management","display_name":"IT service management","score":0.8759999871253967},{"id":"https://openalex.org/keywords/knowledge-search","display_name":"knowledge search","score":0.46700000762939453},{"id":"https://openalex.org/keywords/customer-interface","display_name":"customer interface","score":0.35100001096725464},{"id":"https://openalex.org/keywords/knowledge-silos","display_name":"knowledge silos","score":0.3190000057220459},{"id":"https://openalex.org/keywords/knowledge-management-maturity-improvement","display_name":"knowledge management maturity improvement","score":0.41999998688697815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34130001068115234},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25119999051094055},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2287999987602234},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.22830000519752502},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.21070000529289246},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.20520000159740448},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.1860000044107437},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.18490000069141388},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.18479999899864197}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:www.theseus.fi:10024/922364","doi":null,"is_oa":true,"landing_page_url":"http://www.theseus.fi/handle/10024/922364","pdf_url":"http://www.theseus.fi/bitstream/10024/922364/2/Virtanen_Teemu.pdf","source":{"id":"https://openalex.org/S4306400928","display_name":"Theseus (Ammattikorkeakoulujen)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=AMK-opinn\u00e4ytety\u00f6|sv=YH-examensarbete|en=Bachelor's thesis|"}],"best_oa_location":{"id":"pmh:oai:www.theseus.fi:10024/922364","doi":null,"is_oa":true,"landing_page_url":"http://www.theseus.fi/handle/10024/922364","pdf_url":"http://www.theseus.fi/bitstream/10024/922364/2/Virtanen_Teemu.pdf","source":{"id":"https://openalex.org/S4306400928","display_name":"Theseus (Ammattikorkeakoulujen)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=AMK-opinn\u00e4ytety\u00f6|sv=YH-examensarbete|en=Bachelor's thesis|"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7162914765.pdf","grobid_xml":"https://content.openalex.org/works/W7162914765.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1662133657","https://openalex.org/W1984565341","https://openalex.org/W2153579005","https://openalex.org/W2896457183","https://openalex.org/W2963469388","https://openalex.org/W3027879771","https://openalex.org/W4304195432","https://openalex.org/W4387800467","https://openalex.org/W4393065402","https://openalex.org/W4406800520"],"related_works":["https://openalex.org/W7133058453","https://openalex.org/W7115984615","https://openalex.org/W7113666196","https://openalex.org/W7062373456","https://openalex.org/W7156570409","https://openalex.org/W7000645082","https://openalex.org/W7160460703","https://openalex.org/W7199187629","https://openalex.org/W7198245999","https://openalex.org/W6987512638"],"abstract_inverted_index":{"T\u00e4m\u00e4n":[0],"opinn\u00e4ytety\u00f6n":[1],"tarkoituksena":[2],"oli":[3,40],"tarkastella":[4],"teko\u00e4lyagenttien":[5],"hy\u00f6dynt\u00e4mist\u00e4":[6],"sis\u00e4isess\u00e4":[7],"IT-tuessa":[8],"asiantuntijan":[9],"n\u00e4k\u00f6kulmasta":[10],"sek\u00e4":[11,33,48,81,106,143,163],"arvioida,":[12],"miten":[13],"RAG-arkkitehtuuri":[14],"(Retrieval-Augmented":[15],"Generation)":[16],"vaikuttaa":[17],"IT-tuen":[18,43,152],"tiedonhakuprosesseihin":[19],"ja":[20,26,69,84,111,120,138,155],"ty\u00f6tapoihin.":[21],"Ty\u00f6ss\u00e4":[22],"tarkasteltiin":[23],"siirtymist\u00e4":[24],"hajautetusta":[25],"ep\u00e4strukturoidusta":[27],"tietopohjasta":[28],"kohti":[29],"keskitetty\u00e4,":[30],"teko\u00e4lyavusteista":[31],"tiet\u00e4myksenhallintaa":[32],"erityisesti":[34],"Shift-Left-strategian":[35,144],"toteutumista":[36],"IT-palvelunhallinnassa.":[37],"Kehitt\u00e4misty\u00f6n":[38],"taustalla":[39],"tarve":[41],"tehostaa":[42],"toimintaa":[44],"monimutkaistuvassa":[45],"digitaalisessa":[46],"ymp\u00e4rist\u00f6ss\u00e4":[47],"v\u00e4hent\u00e4\u00e4":[49,123],"rutiininomaiseen":[50],"tiedonhakuun":[51],"kuluvaa":[52,126],"ty\u00f6aikaa.":[53],"Aiemmassa":[54],"toimintamallissa":[55],"tiedonhaku":[56],"vaati":[57],"asiantuntijoilta":[58],"useiden":[59],"eri":[60],"siiloutuneiden":[61],"l\u00e4hteiden":[62],"manuaalista":[63],"selaamista,":[64],"mik\u00e4":[65],"hidasti":[66],"tukipyynt\u00f6jen":[67],"ratkaisemista":[68],"johti":[70],"ratkaisujen":[71],"tarpeettomaan":[72],"uudelleenluomiseen.":[73],"Uudella":[74],"teko\u00e4lyagentilla":[75],"pyrittiin":[76],"siirt\u00e4m\u00e4\u00e4n":[77],"ratkaisukyvykkyytt\u00e4":[78],"l\u00e4hemm\u00e4s":[79],"asiakasrajapintaa":[80],"mahdollistamaan":[82],"sujuvampi":[83],"nopeampi":[85],"ongelmanratkaisuprosessi.":[86],"Opinn\u00e4ytety\u00f6":[87],"toteutettiin":[88],"konstruktiivisena":[89],"kehitt\u00e4misty\u00f6n\u00e4,":[90],"jonka":[91],"aikana":[92,103],"kehitettiin":[93],"Microsoft":[94],"Copilot":[95],"Studio":[96],"-alustalle":[97],"RAG-arkkitehtuuria":[98],"hy\u00f6dynt\u00e4v\u00e4":[99],"Aimo-teko\u00e4lyagentti.":[100],"Aineistona":[101],"ty\u00f6n":[102],"hy\u00f6dynnettiin":[104],"tikettianalyysia":[105],"k\u00e4yt\u00e4nn\u00f6n":[107],"kehitysty\u00f6ss\u00e4":[108],"kertyneit\u00e4":[109],"havaintoja":[110],"kokeiluja.":[112],"Tulosten":[113],"perusteella":[114],"uusi":[115],"teko\u00e4lyagentti":[116],"yksinkertaistaa":[117],"asiantuntijoiden":[118],"tiedonhakua":[119],"voi":[121],"merkitt\u00e4v\u00e4sti":[122,151],"manuaaliseen":[124],"selvitysty\u00f6h\u00f6n":[125],"aikaa.":[127],"Agentti":[128],"kykeni":[129],"luomaan":[130],"luotettavia,":[131],"l\u00e4hdeviitattuja":[132],"vastauksia.":[133],"Kokonaisuudessaan":[134],"kehitt\u00e4misty\u00f6":[135],"onnistui":[136],"hyvin":[137],"tuki":[139],"IT-palvelunhallinnan":[140],"prosessien":[141],"sujuvoittamista":[142],"jalkauttamista.":[145],"Tulokset":[146],"osoittavat,":[147],"ett\u00e4":[148],"teko\u00e4lyagentit":[149],"vaikuttavat":[150],"p\u00e4ivitt\u00e4isiin":[153],"ty\u00f6teht\u00e4viin":[154],"tiedonhallintaan,":[156],"mutta":[157],"onnistunut":[158],"hy\u00f6dynt\u00e4minen":[159],"edellytt\u00e4\u00e4":[160],"tietopohjan":[161],"kuratointia":[162],"henkil\u00f6st\u00f6n":[164],"riitt\u00e4v\u00e4\u00e4":[165],"teko\u00e4lylukutaitoa.":[166]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-05-31T00:00:00"}
