Title :
A New Adaptiveness Model in Learning System Based on Learner Context
Author :
Jiang, Tao ; Qian, Xu ; Zhou, Yu ; Fan, ZiCheng
Author_Institution :
Sch. of Mech. Electron. & Inf. Eng., China Univ. of Min. & Technol., Beijing
Abstract :
Adaptive learning system must support different learning objectives and contexts of different learners. However only a very limited requirements above can be considered in present adaptive learning systems, especially in learning objectives. By extending the domain model and the user model and introducing the directed hypergragh theory in learning system, three types of adaptiveness to the user model: learning objective adaptiveness, learning navigation adaptiveness and learning content adaptiveness in learning system are defined formally, analyzed in detail, and implemented arithmetically. The research shows that three types of adaptiveness to the user model in learning system above can support the adaptiveness to different leaning objectives and styles of users effectively.
Keywords :
adaptive systems; computer aided instruction; directed graphs; hypermedia; learning systems; user modelling; AHS system; adaptive hypermedia system; adaptive learning system; directed hypergragh theory; domain model; e-learning; learner context; learning navigation adaptiveness; user model; Adaptive systems; Automated highways; Computer science; Computer science education; Context modeling; Educational institutions; Educational technology; Information technology; Learning systems; Navigation; adaptive learning system; learning objective adaptivenes; learning objectives; prerequisite relation;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.599