Association rules as way for building optimal learning path
Joint Authors
al-Shaykh, Hasan
al-Sarim, Muhammad
Source
Alandalus Journal for Applied Sciences
Issue
Vol. 6, Issue 10 (31 Dec. 2019)14 p.
Publisher
Alandalus University for Science and Technology
Publication Date
2019-12-31
Country of Publication
Yemen
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Abstract EN
With huge number of learning materials distributed in the Internet, students are suffering finding the right materials.
They spend a lot of time, firstly, in surveying and collecting such materials, and then, going through the documents to find the useful information.
Furthermore, these materials may store in such way that make its reading is difficult.
Thus, it will be great help if we guide students during their searching process.
This paper presents a method that is based on well-known data mining technique for With huge number of learning materials distributed in the Internet, students are suffering finding the right materials.
They spend a lot of time, firstly, in surveying and collecting such materials, and then, going through the documents to find the useful information.
Furthermore, these materials may store in such way that make its reading is difficult.
Thus, it will be great help if we guide students during their searching process.
This paper presents a method that is based on well-known data mining technique for constructing browsing path.
The proposed method combines two main approach, the learning path construction approach and the learning object (LO ) recommendation approach.
Firstly, we find a set of candidate LOs based on the well-known Apriori algorithm.
Then, the learning path construction approach uses the extracted rules from the collected learning object to build a reading map.
American Psychological Association (APA)
al-Shaykh, Hasan& al-Sarim, Muhammad. 2019. Association rules as way for building optimal learning path. Alandalus Journal for Applied Sciences،Vol. 6, no. 10.
https://search.emarefa.net/detail/BIM-908103
Modern Language Association (MLA)
al-Shaykh, Hasan& al-Sarim, Muhammad. Association rules as way for building optimal learning path. Alandalus Journal for Applied Sciences Vol. 6, no. 10 (Jul. / Dec. 2019).
https://search.emarefa.net/detail/BIM-908103
American Medical Association (AMA)
al-Shaykh, Hasan& al-Sarim, Muhammad. Association rules as way for building optimal learning path. Alandalus Journal for Applied Sciences. 2019. Vol. 6, no. 10.
https://search.emarefa.net/detail/BIM-908103
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-908103