{"id":"https://openalex.org/W7199187629","doi":null,"title":"Generatiivinen teko\u00e4ly toiminnanohjausj\u00e4rjestelm\u00e4ss\u00e4 : Toiminnallisen teko\u00e4lyagentin toteutus","display_name":"Generatiivinen teko\u00e4ly toiminnanohjausj\u00e4rjestelm\u00e4ss\u00e4 : Toiminnallisen teko\u00e4lyagentin toteutus","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W7199187629"},"language":"fi","primary_location":{"id":"pmh:oai:osuva.uwasa.fi:11111/19417","doi":null,"is_oa":true,"landing_page_url":"https://osuva.uwasa.fi/handle/11111/19417","pdf_url":"https://osuva.uwasa.fi/bitstreams/9a8c83ae-4e13-4907-80a5-e5bc3f64b9e8/download","source":{"id":"https://openalex.org/S4306400974","display_name":"Osuva (University of Vaasa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79765343","host_organization_name":"University of Vaasa","host_organization_lineage":["https://openalex.org/I79765343"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=Diplomity\u00f6|en=Master's thesis (M.Sc. (Tech.))|sv=Diplomarbete|"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://osuva.uwasa.fi/bitstreams/9a8c83ae-4e13-4907-80a5-e5bc3f64b9e8/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5144484718","display_name":"Ville Hanhisuanto","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hanhisuanto, Ville","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5144484718"],"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/T13904","display_name":"Artificial Intelligence Applications","score":0.7695000171661377,"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":0.7695000171661377,"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/T11938","display_name":"ERP Systems Implementation and Impact","score":0.08619999885559082,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.04019999876618385,"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/generative-ai","display_name":"generative AI","score":0.8999999761581421},{"id":"https://openalex.org/keywords/operation-management-system","display_name":"operational management system","score":0.5509999990463257},{"id":"https://openalex.org/keywords/ai-agents","display_name":"AI agents","score":0.49300000071525574},{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.8069999814033508},{"id":"https://openalex.org/keywords/microsoft-azure","display_name":"Microsoft Azure","score":0.6190000176429749},{"id":"https://openalex.org/keywords/azure-openai","display_name":"Azure OpenAI","score":0.8309999704360962},{"id":"https://openalex.org/keywords/ai-search","display_name":"AI search","score":0.8159999847412109},{"id":"https://openalex.org/keywords/enterprise-resource-planning","display_name":"enterprise resource planning","score":0.7269999980926514},{"id":"https://openalex.org/keywords/chatbots","display_name":"chatbots","score":0.3499999940395355},{"id":"https://openalex.org/keywords/prototyping","display_name":"prototype development","score":0.3370000123977661},{"id":"https://openalex.org/keywords/generative-ai-in-healthcare","display_name":"generative AI in healthcare","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4050000011920929},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3677999973297119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.329800009727478},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31380000710487366},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.30059999227523804},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.28439998626708984},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27079999446868896},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2540000081062317},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.24639999866485596},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.23440000414848328}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:osuva.uwasa.fi:11111/19417","doi":null,"is_oa":true,"landing_page_url":"https://osuva.uwasa.fi/handle/11111/19417","pdf_url":"https://osuva.uwasa.fi/bitstreams/9a8c83ae-4e13-4907-80a5-e5bc3f64b9e8/download","source":{"id":"https://openalex.org/S4306400974","display_name":"Osuva (University of Vaasa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79765343","host_organization_name":"University of Vaasa","host_organization_lineage":["https://openalex.org/I79765343"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=Diplomity\u00f6|en=Master's thesis (M.Sc. (Tech.))|sv=Diplomarbete|"}],"best_oa_location":{"id":"pmh:oai:osuva.uwasa.fi:11111/19417","doi":null,"is_oa":true,"landing_page_url":"https://osuva.uwasa.fi/handle/11111/19417","pdf_url":"https://osuva.uwasa.fi/bitstreams/9a8c83ae-4e13-4907-80a5-e5bc3f64b9e8/download","source":{"id":"https://openalex.org/S4306400974","display_name":"Osuva (University of Vaasa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79765343","host_organization_name":"University of Vaasa","host_organization_lineage":["https://openalex.org/I79765343"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"fi=Diplomity\u00f6|en=Master's thesis (M.Sc. (Tech.))|sv=Diplomarbete|"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7199187629.pdf","grobid_xml":"https://content.openalex.org/works/W7199187629.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2626778328","https://openalex.org/W3027879771"],"related_works":["https://openalex.org/W7000613631","https://openalex.org/W7127235933","https://openalex.org/W7161918280","https://openalex.org/W7000871869","https://openalex.org/W7133094416","https://openalex.org/W7113666196","https://openalex.org/W6982009202","https://openalex.org/W7199931339","https://openalex.org/W7047524583","https://openalex.org/W7198245999"],"abstract_inverted_index":{"T\u00e4m\u00e4n":[0],"diplomity\u00f6n":[1],"tavoitteena":[2,22],"oli":[3,23,50],"selvitt\u00e4\u00e4,":[4,24],"miten":[5,25],"generatiivista":[6,95],"teko\u00e4ly\u00e4":[7,96],"voidaan":[8],"hy\u00f6dynt\u00e4\u00e4":[9],"toiminnanohjausj\u00e4rjestelm\u00e4ss\u00e4":[10],"siten,":[11],"ett\u00e4":[12,152,176,195,225],"se":[13],"tukee":[14],"k\u00e4ytt\u00e4j\u00e4n":[15,134],"toimintaa":[16],"ja":[17,45,66,71,120,139,158,171,178,202,215,235],"mahdollistaa":[18,84,167,207],"agenttipohjaisen":[19],"toiminnallisuuden.":[20],"Lis\u00e4ksi":[21,73],"Microsoft":[26,153],"Azuren":[27,154],"tarjoamat":[28],"teko\u00e4lypalvelut":[29,155],"tukevat":[30],"generatiivisen":[31,56,68,162],"teko\u00e4lyn":[32,57,65,69,163],"k\u00e4ytt\u00f6\u00f6nottoa":[33],"ERP-ymp\u00e4rist\u00f6ss\u00e4.":[34],"Ty\u00f6":[35],"toteutettiin":[36],"Lemonsoft":[37],"Oyj:ss\u00e4":[38],"konstruktiivisena":[39],"tutkimuksena,":[40],"jossa":[41,94,130],"yhdistettiin":[42],"teoreettinen":[43,62],"tarkastelu":[44],"k\u00e4yt\u00e4nn\u00f6n":[46],"toteutusratkaisu.":[47],"Tutkimuksen":[48,190],"kohteena":[49],"luoda":[51],"toimiva":[52],"prototyyppi,":[53],"joka":[54,83,105],"osoittaa":[55],"mahdollisuudet":[58],"osana":[59],"toiminnanohjausj\u00e4rjestelm\u00e4\u00e4.":[60],"Ty\u00f6n":[61,221],"osuus":[63],"tarkasteli":[64],"erityisesti":[67],"k\u00e4sitteit\u00e4":[70],"toimintaperiaatteita.":[72],"ty\u00f6ss\u00e4":[74],"perehdyttiin":[75],"agenttipohjaisten":[76,146,179],"j\u00e4rjestelmien":[77],"periaatteisiin":[78],"sek\u00e4":[79,141],"RAG-malliin":[80],"(Retrieval-Augmented":[81],"Generation),":[82],"tietol\u00e4hteiden":[85,118],"hy\u00f6dynt\u00e4misen":[86],"teko\u00e4lymallin":[87],"vastauksessa.":[88],"Teoreettinen":[89],"viitekehys":[90],"loi":[91],"pohjan":[92],"toteutukselle,":[93],"hy\u00f6dynnettiin":[97],"toiminnanohjausj\u00e4rjestelm\u00e4n":[98],"tukipalveluna.":[99],"K\u00e4yt\u00e4nn\u00f6n":[100],"toteutuksessa":[101],"rakennettiin":[102],"Azure-ymp\u00e4rist\u00f6\u00f6n":[103],"arkkitehtuuri,":[104],"yhdisti":[106],"useita":[107],"teko\u00e4lypalveluita:":[108],"Azure":[109,166],"OpenAI":[110],"-palvelua":[111,117,123],"luonnollisen":[112,208],"kielen":[113,209],"k\u00e4sittelyyn,":[114],"AI":[115],"Search":[116],"hallintaan":[119],"Blob":[121],"Storage":[122],"dokumenttien":[124],"tallennukseen.":[125],"N\u00e4iden":[126],"avulla":[127],"luotiin":[128],"ymp\u00e4rist\u00f6,":[129],"teko\u00e4ly":[131,197],"pystyi":[132],"vastaamaan":[133],"kysymyksiin,":[135],"hy\u00f6dynt\u00e4m\u00e4\u00e4n":[136],"j\u00e4rjestelm\u00e4n":[137,211],"ohjeistuksia":[138],"dokumentaatiota":[140],"suorittamaan":[142],"ennalta":[143],"m\u00e4\u00e4riteltyj\u00e4":[144],"toimintoja":[145],"ty\u00f6kalujen":[147,180],"avulla.":[148],"Tulosten":[149],"perusteella":[150],"havaittiin,":[151],"tarjoavat":[156],"kattavan":[157],"teknisesti":[159],"toimivan":[160],"alustan":[161],"integroimiseksi":[164],"ERP-j\u00e4rjestelmiin.":[165],"ratkaisujen":[168],"skaalautuvuuden,":[169],"tietoturvan":[170],"hallittavuuden":[172],"yritysymp\u00e4rist\u00f6ss\u00e4.":[173],"Samalla":[174],"todettiin,":[175],"RAG-mallin":[177],"yhdist\u00e4minen":[181],"ei":[182],"ole":[183],"t\u00e4ysin":[184],"suoraviivaista,":[185],"vaan":[186],"vaatii":[187],"erillisi\u00e4":[188],"toteutuslogiikoita.":[189],"tuloksena":[191],"kehitetty":[192],"prototyyppi":[193],"osoittaa,":[194],"generatiivinen":[196],"voi":[198],"toimia":[199],"tehokkaana":[200],"k\u00e4ytt\u00f6liittym\u00e4n\u00e4":[201],"p\u00e4\u00e4t\u00f6ksenteon":[203],"tukena":[204],"ERP-j\u00e4rjestelmiss\u00e4.":[205],"Se":[206],"k\u00e4yt\u00f6n":[210],"kanssa":[212],"vuorovaikutuksessa":[213],"olemiseen":[214],"tarjoaa":[216],"perustan":[217],"tulevaisuuden":[218],"\u00e4lykk\u00e4ille":[219],"sovelluksille.":[220],"tulokset":[222],"osoittavat":[223],"my\u00f6s,":[224],"agenttipohjainen":[226],"l\u00e4hestymistapa":[227],"on":[228],"lupaava":[229],"suunta":[230],"ERP-j\u00e4rjestelmien":[231],"kehitt\u00e4misess\u00e4":[232],"kohti":[233],"autonomisempaa":[234],"k\u00e4ytt\u00e4j\u00e4l\u00e4ht\u00f6isemp\u00e4\u00e4":[236],"toiminnallisuutta.":[237]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-08-07T00:00:00"}