Virtualni razgovorni agent u pametnoj okolini

undergraduate thesis

• Title (english): Virtual conversational agent in a smart environment
• Author: Ivan Tomičić
• Mentor: Marin Vuković (mentor)
• Committee member: Marin Vuković (predsjednik povjerenstva)
• Committee member: Dominik Ostroški (član povjerenstva)
• Committee member: Renato Šoić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-08-31, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U aplikaciji je korišten razvojni okvir Wit.ai kako bi se razvio virtualni razgovornog asistent koji služi za upravljanje uređajima u pametnoj okolini. Napravljana je jednostavna web aplikacija koja omogućuje registraciju i prijavu korisnika u sustav te dodavanje uređaja kojim se onda može upravljati. Napravljeno je konverzacijsko sučelje preko kojeg korisnik komunicira s chatbotom, a sam chatbot je implementiran koristeći tehnologije Wit.ai i Django koje su detaljno razrađene. Predstavljeni su razni koncepti koji se vežu uz same chatbotove i pametnu okolinu te je razrađena arhitektura web aplikacije.

Abstract (english)

In the development of the web application Wit.ai development framework was used in order to design a virtual conversational assistant that serves to manage devices in a smart environment. A simple web application was created that allows users to register and log in to the system and add a device that can then be managed. A conversational interface was created through which the user communicates with the chatbot, and the chatbot itself was implemented using Wit.ai and Django technologies, which were elaborated in detail. Various concepts related to chatbots and a smart environment were presented, and the architecture of the web application was explained.

• Keywords: chatbot; Internet Stvari; Wit.ai; Dialogflow; pametna okolina; virtualni razgovorni asistent; Seq2seq; MVT; Django
• Keywords (english): chatbot; Internet of Things; Wit.ai; Dialogflow; smart environment; virtual conversational assistant; Seq2seq; MVT; Django
• Language: croatian
• URN:NBN: urn:nbn:hr:168:164515
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-14 10:08:31