Cognitive style and diagnostic skills of student programmers
Journal of Research on Computing in Education
A conceptual map model for developing intelligent tutoring systems
Computers & Education
Addressing diverse learning styles through the use of multimedia
FIE '95 Proceedings of the Frontiers in Education Conference on 1995. Proceedings., 1995 vol 1. - Volume 01
On the development of a cooperative tutoring environment on computer networks
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A tutoring strategy supporting system for distance learning on computer networks
IEEE Transactions on Education
Research on learning style: applications in the physics andengineering classrooms
IEEE Transactions on Education
An analysis of the research on adaptive learning: the next generation of e-learning
WSEAS Transactions on Information Science and Applications
A learning style classification mechanism for e-learning
Computers & Education
What Do Academic Users Really Want from an Adaptive Learning System?
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
A mining-based approach on discovering courses pattern for constructing suitable learning path
Expert Systems with Applications: An International Journal
ADAM: An adaptive multimedia content description mechanism and its application in web-based learning
Expert Systems with Applications: An International Journal
Using learning styles and viewing styles in streaming video
Computers & Education
An expert system for improving web-based problem-solving ability of students
Expert Systems with Applications: An International Journal
Effects of learning English maxim through M-learning with different content representation
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
Generating a two-phase lesson for guiding beginners to learn basic dance movements
Computers & Education
Expert Systems with Applications: An International Journal
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Previous research of adaptive learning mainly focused on improving student learning achievements based only on single-source of personalization information, such as learning style, cognitive style or learning achievement. In this paper, an innovative adaptive learning approach is proposed by basing upon two main sources of personalization information, that is, learning behavior and personal learning style. To determine the initial learning styles of the students, the [Keefe, J. W. (1987). Learning Styles: Theory and Practice. Reston, VA: National Association of Secondary School Principals.] questionnaire is employed in our approach. To more precisely reflect the learning behaviors of each student, the interactions and learning results of each student are analyzed when adjusting the subject materials. Based on the innovative approach, an adaptive learning system has been developed; moreover, an experiment was conducted to evaluate the performance of our approach. By analyzing the results from three groups of students using different adaptive learning approaches, it can be found that the innovative approach is helpful in improving both the learning achievement and learning efficiency of individual students.