Automated usability evaluation on university websites using data mining methods
Other Title(s)
التقييم الآلي لسهولة استخدام مواقع الجامعات الإلكترونية باستخدام تقنية تنقيب البيانات
Joint Authors
Abu Zayd, Ibrahim M.
al-Halees, Ala
Source
Palestinian Journal of Open Education & e-Learning
Issue
Vol. 6, Issue 11 (31 Jan. 2017), pp.13-21, 9 p.
Publisher
al-Quds Open University Deanship of Scientific Research and Graduate Studies
Publication Date
2017-01-31
Country of Publication
Palestine (West Bank)
No. of Pages
9
Main Subjects
Educational Sciences
Information Technology and Computer Science
Topics
Abstract EN
There are increasing interests in designing and developing effective and usable websites to deliver high degree of quality.
A university website is important to its users since it delivers to them information and services such as courses and programs, delivering online learning facilities and online registrations.
Despite the fact that many academic websites do not satisfy their users’ needs, the institutions’ dependence on using these websites for a wide variety of tasks is increasing. In this paper, we propose an approach to automate usability evaluations of university websites by using data mining method. We conducted two experiments to evaluate University website.
We first used a questionnaire directed towards students using the website to examine use of color, display space, scroll left and right, …etc.
And then we used automatic tools to measure task scenario of the website attributes which cannot be perceived by students such as task time, number of clicks and number of pages, …etc.
We carried out our research on Alazhar University-Gaza. Our approach is implemented using data mining tool and exploits association rules to evaluate usability on university website.
The results show that the proposed approach generated strong rules of automatic evaluation; finally we give some useful recommendations for the university.
American Psychological Association (APA)
al-Halees, Ala& Abu Zayd, Ibrahim M.. 2017. Automated usability evaluation on university websites using data mining methods. Palestinian Journal of Open Education & e-Learning،Vol. 6, no. 11, pp.13-21.
https://search.emarefa.net/detail/BIM-723625
Modern Language Association (MLA)
al-Halees, Ala& Abu Zayd, Ibrahim M.. Automated usability evaluation on university websites using data mining methods. Palestinian Journal of Open Education & e-Learning Vol. 6, no. 11 (Jan. 2017), pp.13-21.
https://search.emarefa.net/detail/BIM-723625
American Medical Association (AMA)
al-Halees, Ala& Abu Zayd, Ibrahim M.. Automated usability evaluation on university websites using data mining methods. Palestinian Journal of Open Education & e-Learning. 2017. Vol. 6, no. 11, pp.13-21.
https://search.emarefa.net/detail/BIM-723625
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 21
Record ID
BIM-723625