Aplikacija za organizaciju kvizova

undergraduate thesis

• Title (english): An application for organizing quizzes
• Author: Leonora Đemaili
• Mentor: Boris Milašinović (mentor)
• Committee member: Boris Milašinović (predsjednik povjerenstva)
• Committee member: Juraj Dončević (član povjerenstva)
• Committee member: Ema Smolić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-09-12, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu analizirani su alati za obradu prirodnog jezika, poput IBM Watsona
i AllenNLP-a, te njihove mogućnosti za generiranje pitanja. Razvijen je mehanizam
za automatsko generiranje pitanja temeljen na semantičkom označavanju uloga (SRL)
i prepoznavanju entiteta (NER). Na temelju tih analiza osmišljena su pravila i predlošci
za generiranje različitih tipova pitanja, poput "tko", "što", "gdje", i "kada". Na kraju je razvijena aplikacija koja koristi te mehanizme za unos teksta, analizu,... More generiranje pitanja
te pohranu kvizova i pitanja. Less

Abstract (english)

This paper presents an analysis of natural language processing tools, including IBM
Watson and AllenNLP, focusing on their capabilities for question generation. Based on
these tools, a mechanism was developed that utilizes semantic role labeling (SRL) and
named entity recognition (NER) to generate various types of questions, such as "who,"
"what," "where," and "when." After designing rules and templates for question generation,
an application was developed that allows users to input text,... More perform analysis, generate
questions, and store the created quizzes and questions. Less

• Keywords: obrada prirodnog jezika; AllenNLP; IBM Watson; PyQt; analiza teksta; automatsko generiranje pitanja
• Keywords (english): Natural language processing; AllenNLP; IBM Watson; PyQt; text analysis; automatic question generation
• Language: croatian
• URN:NBN: urn:nbn:hr:168:161124
• 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: Open access
• Created on: 2025-02-25 13:41:35