Izrada i primjena modela za predviđanje korisničkih interakcija

undergraduate thesis

• Title (english): Developing and applying a model for predicting user interactions
• Author: Domagoj Blažanin
• Mentor: Marina Bagić Babac (mentor)
• Committee member: Marina Bagić Babac (predsjednik povjerenstva)
• Committee member: Marko Horvat (član povjerenstva)
• Committee member: Tomislav Kos (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-08-30, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Danas mnogi umjetni inteligentni sustavi koriste virtualne asistente za komunikaciju s korisnicima. Takvi asistenti imaju sposobnost korištenja jezika gotovo tečno i fleksibilno kao i ljudi. Međutim, predviđanje pravovremenih korisničkih interakcija još uvijek je izazovan zadatak. Cilj ovog rada je razviti model za predviđanje korisničkih interakcija na temelju anonimiziranog skupa podataka koji sadrži skup parametara, poput duljine poruke, vremena odgovora, broja emotikona. Potrebno je prikazati dizajn, implementaciju i uporabu takvog virtualnog asistenta.

Abstract (english)

Today, many artificial intelligent systems use virtual assistants for communicating with users. These assistants have the capability of using language almost as fluently and flexible as humans do. However, predicting user interactions in a timely manner remains a challenging task. This thesis aims to develop a model for predicting user interaction based on an anonymized dataset containing a set of parameters, such as the message length, time to response, number of emoticons. The design, implementation and use of such virtual assistant is elaborated and developed.

• Keywords: klasifikacija; interakcija; umjetna inteligencija; virtualni asistent
• Keywords (english): classification; interaction; artificial intelligence; virtual assistent
• Language: english
• URN:NBN: urn:nbn:hr:168:380324
• 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 20:06:14