Volume 4 Number 6 (Aug. 2009)
Home > Archive > 2009 > Volume 4 Number 6 (Aug. 2009) >
JSW 2009 Vol.4(6): 521-528 ISSN: 1796-217X
doi: 10.4304//jsw.4.6.521-528

Integrated Multimodal Copy-Paste Checking

Narayanan Kulathuramaiyer1 and Bilal Zaka

1Faculty of Computer Science and Information Technology, University Malaysia Sarawak, Malaysia
2Institute for Information Systems and Computer Media, Graz University of Technology, Austria

Abstract—Although the use of advanced computing and communications technology has made learning a significantly richer experience for learners, it also introduces greater ease in committing academic cheating. There is a growing increase of internet usage in educational communities. Powerful search engines and media gateways gives an ease of access to wide spreading and different types of information sources, this in turn reduces the need for learners to perform diligent research or study. A learner can easily copy information, found on the internet, relevant to the task at hand. E-learning systems would then need to incorporate extended functionalities to enable multimodal copy-paste checking. Besides the mere detection of text copy-paste activities, there is a need to determine deeper similarity relations in text and various other media formats. Furthermore, the introduction of a facility to monitor and check the student's ways of searching, reading and writing can improve the learning process. Our previous paper [1] describes the architecture and design of an integrated Copy- Paste system aimed to provide a platform addressing these concerns. This paper extends the work and shows our pioneering explorations in extending student modeling capability of e-learning systems. We discuss the use of layered similarity assessment techniques to add value to conventional copy-paste detection systems.

Index Terms—Plagiarism, E-Learning, Intellectual Property Rights, Multimodal Copy-Paste, WritePrint, Similarity Assessment


Cite: Narayanan Kulathuramaiyer and Bilal Zaka, "Integrated Multimodal Copy-Paste Checking," Journal of Software vol. 4, no. 6, pp. 521-528, 2009.

General Information

ISSN: 1796-217X (Online)
Frequency:  Quarterly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsweditorialoffice@gmail.com
  • Mar 01, 2024 News!

    Vol 19, No 1 has been published with online version    [Click]

  • Apr 26, 2021 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Nov 18, 2021 News!

    Papers published in JSW Vol 16, No 1- Vol 16, No 6 have been indexed by DBLP   [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Nov 02, 2023 News!

    Vol 18, No 4 has been published with online version   [Click]