Analiza obrazaca ponašanja prilikom uzastopne predaje programskih zadataka u sustav za automatsko ocjenjivanje

undergraduate thesis

• Title (english): Analysis of Patterns of Resubmission in Compter Programming Exercises
• Author: Ivana Mesić
• Mentor: Boris Milašinović (mentor)
• Committee member: Boris Milašinović (predsjednik povjerenstva)
• Committee member: Tomislav Jagušt (član povjerenstva)
• Committee member: Krešimir Fertalj (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U radu je istraživan pristup detekciji plagijata koji se temelji na uzastopnoj predaji programskih rješenja u sustav za automatsko ocjenjivanje. Istraživana je mogućnost predviđanja je li u slijednoj predaji rješenja došlo do plagiranja promatranjem značajki kao što su broj predaja, razlike između susjednih predaja i sl. Metodom logičke regresije provedena je klasifikacija skupova zadataka na one koji su plagijati i na one koji nisu te su evaluirane performanse klasifikatora. Istraživanje je provedeno nad testnim skupom podataka dobivenim putem sustava Edgar.

Abstract (english)

The thesis explores an approach to plagiarism detection based on analysing consecutive program submissions into an automated grading system. It was researched how to predict plagiarism based on features like number of submissions, average difference between backto-back submissions etc. Logistic regression was performed to classify data as plagiarised or not plagiarised and the performanses of the model were evaluated. The research was performed on a dataset obtained from Edgar automated grading system.

• Keywords: detekcija plagijata; analiza obrazaca; logistička regresija; automatski sustav ocjenjivanja
• Keywords (english): plagiarism detection; pattern analysis; logistic regression; automatic grading system
• Language: croatian
• URN:NBN: urn:nbn:hr:168:806329
• 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: 2023-01-13 15:36:18