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Aguilar, Jose; Cordero, Jorge; Buendía, Omar – Journal of Educational Computing Research, 2018
In this article, we propose the concept of "Autonomic Cycle Of Learning Analysis Tasks" (ACOLAT), which defines a set of tasks of learning analysis, whose objective is to improve the learning process. The data analysis has become a fundamental area for the knowledge discovery from data extracted from different sources. In the autonomic…
Descriptors: Data Analysis, Learning Processes, Decision Making, Instructional Improvement

Peled, Alon; Rashty, David – Journal of Educational Computing Research, 1999
Discussion of learning environments for distance education based on the World Wide Web (WWW) focuses on how academic institutions can collect and analyze data in order to determine the effectiveness of computer mediated distance learning. Describes three models that use analyses of computerized log files, and presents a case study. (Author/LRW)
Descriptors: Case Studies, Computer Assisted Instruction, Data Analysis, Distance Education
Clariana, Roy B.; Wallace, Patricia – Journal of Educational Computing Research, 2007
This proof-of-concept investigation describes a computer-based approach for deriving the knowledge structure of individuals and of groups from their written essays, and considers the convergent criterion-related validity of the computer-based scores relative to human rater essay scores and multiple-choice test scores. After completing a…
Descriptors: Computer Assisted Testing, Multiple Choice Tests, Construct Validity, Cognitive Structures