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Durham Research Online
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Learning path construction based on association link network.

Yang, Fang and Li, Frederick W. B. and Lau, Rynson W. H. (2012) 'Learning path construction based on association link network.', in Advances in web-based learning (ICWL 2012) : proceedings of 11th International Conference, Sinaia, Romania, September 2-4, 2012. , pp. 120-131. Lecture notes in computer science. (7558).

Abstract

Nowadays the Internet virtually serves as a library for people to quickly retrieve information (Web resources) on what they want to learn. Reusing Web resources to form learning resources offers a way for rapid construction of self-pace or even formal courses. This requires identifying suitable Web resources and organizing such resources into proper sequences for delivery. However, getting these done is challenging, as they need to determine a set of Web resources properties, including the relevance, importance and complexity of Web resources to students as well as the relationships among Web resources, which are not trivial to be done automatically. Particularly each student has different needs. To address the above problems, we present a learning path generation method based on the Association Link Network (ALN), which works out Web resources properties by exploiting the association among Web resources. Our experiments show that the proposed method can generate good quality learning paths and help improve student learning.

Item Type:Book chapter
Full text:(AM) Accepted Manuscript
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Status:Peer-reviewed
Publisher Web site:http://dx.doi.org/10.1007/978-3-642-33642-3_13
Publisher statement:The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-33642-3_13
Date accepted:No date available
Date deposited:19 July 2016
Date of first online publication:2012
Date first made open access:No date available

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