diplomsko delo

Abstract

Podobnost izvorne kode

Keywords

podobnost izvorne kode;plagiat;rojenje;konstrukcija atributov;strojno učenje;računalništvo;univerzitetni študij;diplomske naloge;

Data

Language: Slovenian
Year of publishing:
Typology: 2.11 - Undergraduate Thesis
Organization: UL FRI - Faculty of Computer and Information Science
Publisher: [M. Lugarič]
UDC: 004(043.2)
COBISS: 6745428 Link will open in a new window
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Downloads: 2
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Other data

Secondary language: English
Secondary title: [Source code similarity]
Secondary abstract: We propose a detection method for plagiarised source code in programs written by students. The purpose of this work is to present state of-the-art solutions, evaluate them and then construct a new method for detection of plagiarism in source code. Method constructed uses the ideas and data representation found in text mining. Every program is presented with keywords from a program. The number of variables and their types are included as attributes. The method extracts subsets of programs (the clusters of plagiarism) such that each program within a particular subset has been derived from the same original. A set of plagiarized programming assignments is created to test and improve our method. Finally the method is tested on real programming assignments. The results are analysed and improvements are suggested.
Secondary keywords: source code similarity;plagirism;clustering;attribute construction;data mining;computer science;diploma;
File type: application/pdf
Type (COBISS): Undergraduate thesis
Thesis comment: Univerza v Ljubljani, Fakulteta za računalništvo in informatiko
Pages: 32 str.
ID: 23829086