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Mangaroska, Katerina; Vesin, Boban; Kostakos, Vassilis; Brusilovsky, Peter; Giannakos, Michail N. – IEEE Transactions on Learning Technologies, 2021
With the wide expansion of distributed learning environments the way we learn became more diverse than ever. This poses an opportunity to incorporate different data sources of learning traces that can offer broader insights into learner behavior and the intricacies of the learning process. We argue that combining analytics across different…
Descriptors: Learning Analytics, Electronic Learning, Educational Technology, Instructional Design
Pellas, Nikolaos; Dengel, Andreas; Christopoulos, Athanasios – IEEE Transactions on Learning Technologies, 2020
Although virtual reality (VR) simulation training has gained prominence, review studies to inform instructors and educators on the use of this technology in science, technology, engineering, and mathematics (STEM) are still scarce. This article presents various VR-supported instructional design practices in K-12 (primary and secondary) and higher…
Descriptors: STEM Education, Computer Simulation, Computer Uses in Education, Elementary Secondary Education
Martina Angela Rau; Will Keesler; Ying Zhang; Sally Wu – IEEE Transactions on Learning Technologies, 2020
Instruction in most STEM domains uses visuals to illustrate complex problems. During problem solving, students often manipulate and construct visuals. Traditionally, students draw visuals on paper and receive delayed feedback from an instructor. Educational technologies have the advantage that they can provide immediate feedback on students'…
Descriptors: Visualization, Educational Technology, Chemistry, STEM Education
Facey-Shaw, Lisa; Specht, Marcus; van Rosmalen, Peter; Borner, Dirk; Bartley-Bryan, Jeanette – IEEE Transactions on Learning Technologies, 2018
In today's technological era, emerging educational technologies, such as digital badges, have shown the potential for fostering student learning. To examine the major considerations undergirding the design of digital badges used in an educational context, a conceptual literature review of multidisciplinary electronic databases oriented towards…
Descriptors: Recognition (Achievement), Educational Technology, Instructional Design, Mastery Learning
Mangaroska, Katerina; Giannakos, Michail – IEEE Transactions on Learning Technologies, 2019
As the fields of learning analytics and learning design mature, the convergence and synergies between the two are becoming an important area for research. This paper intends to summarize the main outcomes of a systematic review of empirical evidence on learning analytics for learning design. Moreover, this paper presents an overview of what and…
Descriptors: Data Analysis, Instructional Design, Learning Activities, Databases
Tan, Esther; So, Hyo-Jeong – IEEE Transactions on Learning Technologies, 2015
This paper investigates the relationship between activity design and discourse on a mobile learning trail, considering the physical affordances of the real world platform in designing contextual learning experiences. We adopted a "context-oriented" and "process-oriented" pedagogical approach in designing the mobile learning…
Descriptors: Learning Activities, Instructional Design, Telecommunications, Handheld Devices
Di Blas, N.; Bucciero, A.; Mainetti, L.; Paolini, P. – IEEE Transactions on Learning Technologies, 2012
Multi-User Virtual Environments (MUVEs) are often used to support learning in formal and informal educational contexts. A technology-based educational experience consists of several elements: content, syllabus, roles, sequence of activities, assignments, assessment procedures, etc. that must be aligned with the affordances of the technologies to…
Descriptors: Virtual Classrooms, Educational Technology, Cooperative Learning, Instructional Design
Derntl, M.; Neumann, S.; Griffiths, D.; Oberhuemer, P. – IEEE Transactions on Learning Technologies, 2012
IMS Learning Design (LD) is the only available interoperability specification in the area of technology enhanced learning that allows the definition and orchestration of complex activity flows and resource environments in a multirole setting. IMS LD has been available since 2003, and yet it has not been widely adopted either by practitioners or by…
Descriptors: Foreign Countries, Educational Technology, Instructional Design, Computer Software
Belghith, K.; Nkambou, R.; Kabanza, F.; Hartman, L. – IEEE Transactions on Learning Technologies, 2012
Roman Tutor is a tutoring system that uses sophisticated domain knowledge to monitor the progress of students and advise them while they are learning how to operate a space telerobotic system. It is intended to help train operators of the Space Station Remote Manipulator System (SSRMS) including astronauts, operators involved in ground-based…
Descriptors: Foreign Countries, Computer Uses in Education, Instructional Materials, Space Exploration
Khandaker, N.; Soh, Leen-Kiat; Miller, L. D.; Eck, A.; Jiang, Hong – IEEE Transactions on Learning Technologies, 2011
Recent years have seen a surge in the use of intelligent computer-supported collaborative learning (CSCL) tools for improving student learning in traditional classrooms. However, adopting such a CSCL tool in a classroom still requires the teacher to develop (or decide on which to adopt) the CSCL tool and the CSCL script, design the relevant…
Descriptors: Web 2.0 Technologies, Instructional Design, Program Implementation, Cooperative Learning
Martinez-Garcia, A.; Morris, S.; Tscholl, M.; Tracy, F.; Carmichael, P. – IEEE Transactions on Learning Technologies, 2012
This paper explores the potential of Semantic Web technologies to support teaching and learning in a variety of higher education settings in which some form of case-based learning is the pedagogy of choice. It draws on the empirical work of a major three year research and development project in the United Kingdom: "Ensemble: Semantic…
Descriptors: Foreign Countries, Program Descriptions, Teaching Methods, Instructional Innovation
Verginis, Ilias; Gouli, Evangelia; Gogoulou, Agoritsa; Grigoriadou, Maria – IEEE Transactions on Learning Technologies, 2011
The paper presents the facilities offered by the open learner model maintained in the web-based, adaptive, activity-oriented learning environment SCALE (Supporting Collaboration and Adaptation in a Learning Environment), in order to guide online students who become disengaged and support their reengagement. The open learner model (OLM_SCALE)…
Descriptors: Foreign Countries, Educational Technology, Program Effectiveness, Introductory Courses