PDE4Java: Plagiarism Detection Engine for Java source code: a clustering approach. (29th September 2008)
- Record Type:
- Journal Article
- Title:
- PDE4Java: Plagiarism Detection Engine for Java source code: a clustering approach. (29th September 2008)
- Main Title:
- PDE4Java: Plagiarism Detection Engine for Java source code: a clustering approach
- Authors:
- Jadalla, Ameera
Elnagar, Ashraf - Abstract:
- The educational community across the world is facing the increasing problem of plagiarism. The proposed Plagiarism Detection Engine for Java (PDE4Java) detects code-plagiarism by applying data mining techniques. The engine consists of three main phases; Java tokenisation, similarity measurement and clustering. It has an optional default tokeniser that makes it flexible to be used with almost any programming language. The system provides a visualising representation for each cluster besides the textual representation. The simulation results of PDE4Java showed a comparable performance to that of JPlag and it outperformed the expectations when compared to the domain experts' findings.
- Is Part Of:
- International journal of business intelligence and data mining. Volume 3:Number 2(2008)
- Journal:
- International journal of business intelligence and data mining
- Issue:
- Volume 3:Number 2(2008)
- Issue Display:
- Volume 3, Issue 2 (2008)
- Year:
- 2008
- Volume:
- 3
- Issue:
- 2
- Issue Sort Value:
- 2008-0003-0002-0000
- Page Start:
- 121
- Page End:
- 135
- Publication Date:
- 2008-09-29
- Subjects:
- plagiarism detection -- Java source code -- clustering -- code plagiarism -- data mining -- similarity measurement -- Java tokenisation
006.312 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijbidm ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1743-8187
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 8253.xml