Title :
A new method for automatically constructing concept maps based on data mining techniques
Author :
Bai, Shih-ming ; Chen, Shyi-Ming
Abstract :
Some methods have been presented for dealing with concept maps construction to provide adaptive learning guidance to learners. In this paper, we present a new method to automatically construct concept maps based on the a-priori algorithm and the analysis of the relationships between concepts. The proposed method provides a useful way to automatically construct concept maps in adaptive learning systems.
Keywords :
adaptive systems; data mining; learning (artificial intelligence); a-priori algorithm; adaptive learning guidance; concept maps construction; data mining; Adaptive systems; Algorithm design and analysis; Association rules; Computer science; Cybernetics; Data engineering; Data mining; Learning systems; Machine learning; Testing; Adaptive learning; a-priori algorithm; concept maps; concepts-relationship analysis; questions-relationship mining;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620937
