Title :
Design of Intelligent Navigation System Model Based on Mining Algorithm of Association Rules
Author :
Hui, Yan ; Daqin, Wu
Author_Institution :
Jilin Bus. & Technol. Coll., Changchun, China
Abstract :
In combination with the idea of CDIO, the intelligent navigation system model has been constructed based on the network teaching platform. This paper mainly uses mining Apriori algorithm of association rules to carry on the Web data mining. When students are learning independently on the network platform, different types of navigation can be provided and presented by this navigation system according to students´ learning records and different types of program tastes in combination with the relevance between the new and old knowledge points uploaded by teachers so as to help students to identify the best learning route.
Keywords :
Internet; computer aided instruction; data mining; teaching; Apriori algorithm; CDIO; Web data mining; association rules; intelligent navigation system model design; network teaching platform; program tastes; student learning records; Algorithm design and analysis; Association rules; Education; Knowledge engineering; Navigation; Apriori Algorithm; Association Rules; CDIO; Data Mining; Intelligent Navigation;
Conference_Titel :
Industrial Control and Electronics Engineering (ICICEE), 2012 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4673-1450-3
DOI :
10.1109/ICICEE.2012.521
