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Process Mining Techniques for Analysing Patterns and Strategies in Students' Self-Regulated Learning
Bannert, Maria; Reimann, Peter; Sonnenberg, Christoph – Metacognition and Learning, 2014
Referring to current research on self-regulated learning, we analyse individual regulation in terms of a set of specific sequences of regulatory activities. Successful students perform regulatory activities such as analysing, planning, monitoring and evaluating cognitive and motivational aspects during learning not only with a higher frequency…
Descriptors: Metacognition, Learning Strategies, Learning Processes, Verbal Communication
Nitchot, Athitaya; Gilbert, Lester; Wills, Gary B. – Journal of Educational Technology Systems, 2014
The article proposes a self-study system which suggests web links to learners. The suggestions depend upon the learner's chosen competences selected from a competence structure for a particular knowledge domain. Three experiments were conducted, where the first compared the perceived usefulness and value of the links generated by different…
Descriptors: Competency Based Education, Independent Study, Instructional Materials, Hypermedia
Azevedo, Roger; Moos, Daniel C.; Johnson, Amy M.; Chauncey, Amber D. – Educational Psychologist, 2010
Self-regulated learning (SRL) with hypermedia environments involves a complex cycle of temporally unfolding cognitive and metacognitive processes that impact students' learning. We present several methodological issues related to treating SRL as an event and strengths and challenges of using online trace methodologies to detect, trace, model, and…
Descriptors: Protocol Analysis, Hypermedia, Metacognition, Cognitive Processes
Greene, Jeffrey Alan; Azevedo, Roger – Journal of Educational Computing Research, 2007
This study examined 148 adolescents' use of self-regulated learning (SRL) processes when learning about the circulatory system using hypermedia. We examined participants' verbal protocols to determine the relationship between SRL processes and qualitative shifts in students' mental models from pretest to posttest. Results indicated that…
Descriptors: Adolescents, Middle School Students, High School Students, Self Management
Schrader, P. G.; Lawless, Kimberly; Mayall, Hayley – Journal of Educational Multimedia and Hypermedia, 2008
When examined across studies and fields, navigation research is fragmented and inconsistent. In this article, we argue that this is the result of navigation research having generally been conducted without guidance from an overarching theoretical framework. In order to illustrate our position, we have included results from a very simple…
Descriptors: Models, Internet, Research Methodology, Student Interests
Huk, T. – Journal of Computer Assisted Learning, 2006
Empirical studies that focus on the impact of three-dimensional (3D) visualizations on learning are to date rare and inconsistent. According to the ability-as-enhancer hypothesis, high spatial ability learners should benefit particularly as they have enough cognitive capacity left for mental model construction. In contrast, the…
Descriptors: Memory, Cytology, Spatial Ability, Models

Guzdial, Mark; Kehoe, Colleen – Journal of Interactive Learning Research, 1998
Proposes the use of hypermedia to provide components of an apprenticeship learning model for students in which process and conceptual knowledge learning is integrated. Describes a model called Apprenticeship Based Learning Environment (ABLE) and discusses software design and scaffolding, an example of an ABLE. Contains 80 references. (Author/LRW)
Descriptors: Apprenticeships, Computer Software Development, Educational Environment, Hypermedia
Karampiperis, Pythagoras; Lin, Taiyu; Sampson, Demetrios G.; Kinshuk – Innovations in Education and Teaching International, 2006
Adaptive cognitive-based selection is recognized as among the most significant open issues in adaptive web-based learning systems. In order to adaptively select learning resources, the definition of adaptation rules according to the cognitive style or learning preferences of the learners is required. Although some efforts have been reported in…
Descriptors: Cognitive Style, Models, Web Based Instruction, Learning Strategies

Hegarty, Mary; Quilici, Jill; Narayanan, N. Hari; Holmquist, Selma; Moreno, Roxana – Journal of Educational Multimedia and Hypermedia, 1999
Describes a theoretical model of stages in the comprehension of a machine from diagrams and accompanying text, and considers the implications of this model for designing hypermedia manuals that explain how machines work. Reports on three experiments with undergraduates that evaluated hypermedia and multimedia manuals based on this model.…
Descriptors: Diagrams, Guides, Higher Education, Hypermedia
Alexander, Bryan – Theory Into Practice, 2008
Students are, increasingly, digital content producers, and participate extensively in evolving online social networks. The emergence of the former represents subtle changes in students' experience of images, audience, copyright, ownership of learning, and technology. Experiencing the latter places students in an awkward position in terms of…
Descriptors: Intellectual Property, Educational Technology, Visual Environment, Social Networks

Astleitner, Hermann; Leutner, Detlev – Journal of Educational Computing Research, 1996
Describes how the structure of hypermedia systems can be represented by a simple matrix which is the basis for applying standard techniques of network analysis, and demonstrates the potential influence of these techniques on learning processes or outcomes. Also discusses theoretical and practical implications for future hypermedia research. (AEF)
Descriptors: Computer Networks, Computer System Design, Educational Technology, Futures (of Society)
Campoy, Renee – Educational Technology, 1992
Considers the role of educational technology in two views of the school reform movement: one that demands more from the existing educational system, and one that calls for restructuring of the existing system. The effectiveness of technology is addressed, models for technology use are described, and technology and constructivism are discussed. (31…
Descriptors: Appropriate Technology, Computer Assisted Instruction, Computer Simulation, Courseware
Sweeters, William – Educational Technology, 1994
Popular electronic tools for learning--tutorials, educational databases, learning nodes, simulations and educational games--are described, and their functions as part of the learning system are examined using Gagne's Events of Instruction model. Figures representing tutorial models are included. (Contains seven references.) (SLW)
Descriptors: Authoring Aids (Programming), Computer Assisted Instruction, Computer Simulation, Courseware
Farr, Marshall J., Ed.; Psotka, Joseph, Ed. – 1992
The essays collected in this volume are concerned with the field of computer-based intelligent instruction. The papers are organized into four groups that address the following topics: particular theoretical approaches (3 titles); the development and improvement of tools and environments (3 titles); the power of well-engineered implementations and…
Descriptors: Cognitive Structures, Computer Simulation, Elementary Education, Heuristics
Petrushin, V., Ed.; Dovgiallo, A., Ed. – 1993
The conference reported in this document provides a meeting place for researchers from around the world, where the emphasis is on new ideas connected to computer technologies in education. This volume contains 140 extended abstracts selected by the program committee and organized into the following categories: (1) educational informational…
Descriptors: Artificial Intelligence, Computer Assisted Instruction, Computer Literacy, Computer Simulation
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