20.500.12556/RUL-141509 Klepetalnik z zmožnostjo procesiranja naravnega jezika za platformo InDoc EDGE Chatbot with the capability of natural language processing for InDoc EDGE platform Diplomska naloga opisuje področje klepetalnikov in področje procesiranja naravnega jezika. Poglobi se v razvoj prototipa klepetalnika za platformo za poslovno komunikacijo Microsoft Teams, ki ji s pomočjo storitve za prepoznavo naravnega jezika Microsoft LUIS omogoča samodejno prepoznavo namena sporočil, ki jih prejema od uporabnikov. Diplomska naloga opiše načine implementacije klepetalnika, arhitekturo projekta, zmožnosti klepetalnika, načine treniranja in konfiguracijo modela za prepoznavo naravnega jezika, integracijo klepetalnika s storitvijo za digitalno upravljanje z dokumenti InDoc EDGE, opisuje težave, na katere smo naleteli tekom razvoja, potrebne rešitve za nadaljnji razvoj in postavitev klepetalnika v produkcijsko okolje. The diploma thesis describes the field of chatbots and the field of natural language processing. Thesis delves into development of a chatbot prototype for Microsoft Teams business communication platform, which, with the help of the Microsoft LUIS natural language recognition service, has the ability to automatically recognize the intent of the messages it receives from users. Diploma thesis describes how the chatbot was implemented, project's architecture, chatbot's capabilities, methods of training and configuring the model for natural language recognition, the integration of chatbot with the digital document management service InDoc EDGE, describes the problems encountered during development and the necessary solutions for further development and deployment of chatbot to a production environment. klepetalnik procesiranje naravnega jezika integracija Microsoft Teams InDoc EDGE chatbot natural language processing integration Microsoft Teams InDoc EDGE true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2022-09-30 09:15:45 2022-09-30 09:15:45 2022-10-04 14:10:43 0000-00-00 00:00:00 2022 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 35270 124161027 Cavalleri_Matic_-_Klepetalnik_z_zmoznostjo_procesiranja_naravnega_jezika_za_platformo_InDoc_EDGE.pdf Cavalleri_Matic_-_Klepetalnik_z_zmoznostjo_procesiranja_naravnega_jezika_za_platformo_InDoc_EDGE.pdf 1 385C404E664D2B55BE7B02F6882FC380 13deff46647ac3648c7ac499731fe5028f5a7ff165cabed4d364a9212ed3e582 b00921ca-408f-11ed-9c94-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=162587 Fakulteta za računalništvo in informatiko 0 0 0