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Scheuer, Oliver; Muhlenbrock, Martin; Melis, Erica – Journal of Interactive Learning Research, 2007
Recently, there is a growing interest in the automatic analysis of learner activity in web-based learning environments. The approach and system SIAM (System for Interaction Analysis by Machine learning) presented in this article aims at helping to establish a basis for the automatic analysis of interaction data by developing a data logging and…
Descriptors: Web Based Instruction, Educational Environment, Cognitive Style, Student Behavior
Lin, Chi-Hui; Davidson, Gayle – 1994
The implications of content organization and cognitive style in relation to the design of hypertext were studied with a focus on the effects of linking structure and field dependence and independence on performance and attitudes. Subjects were 139 undergraduates classified as field-dependent or field-independent on the basis of Group Embedded…
Descriptors: Academic Achievement, Cognitive Style, Computer Assisted Instruction, Field Dependence Independence