کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
357782 | 619951 | 2011 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A collaborative educational association rule mining tool
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کلمات کلیدی
موضوعات مرتبط
علوم انسانی و اجتماعی
علوم اجتماعی
آموزش
پیش نمایش صفحه اول مقاله

چکیده انگلیسی
This paper describes a collaborative educational data mining tool based on association rule mining for the ongoing improvement of e-learning courses and allowing teachers with similar course profiles to share and score the discovered information. The mining tool is oriented to be used by non-expert instructors in data mining so its internal operation has to be transparent to the user and the instructor can focus on the analysis of the results and make decisions about how to improve the e-learning course. In this paper, a data mining tool is described in a tutorial way and some examples of rules discovered in an adaptive web-based course are shown and explained.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: The Internet and Higher Education - Volume 14, Issue 2, March 2011, Pages 77–88
Journal: The Internet and Higher Education - Volume 14, Issue 2, March 2011, Pages 77–88
نویسندگان
Enrique García, Cristóbal Romero, Sebastián Ventura, Carlos de Castro,