The literature provides multiple measures of diversity along a single demographic dimension, but when it comes to studying the interaction of multiple diversity types (e.g. age, gender, and race), the field of useable measures diminishes. We present the use of decision trees as a machine learning technique to automatically identify the…

This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…

A number of researchers argue that cooperative learning can promote greater productivity and more caring, supportive and committed relationships between students, active learning, critical thinking, the achievement of long-term learning objectives, conceptual understanding, long-term retention of information and high levels of student…

In the current time of globalization, collaboration among people in virtual environments is becoming an important precondition of success. This trend is reflected also in the educational domain where students collaborate in various short-term groups created repetitively but changing in each round (e.g. in MOOCs). Students in these kind of dynamic…

Children nowadays consume and manage lots of interactive digital software. This makes it more interesting and powerful to use digital technologies and videogames supporting learning experiences. However, in general, current digital proposals lack of in-situ social interaction supporting natural exchange and discussion of ideas in the course of…

The purpose of this exploratory study was to identify and describe some of the dimensions of scientific collaborations using high throughput computing (HTC) through the lens of a virtual team performance framework. A secondary purpose was to assess the viability of using a virtual team performance framework to study scientific collaborations using…

The Conference on Software Engineering Education and Training (CSEE&T) is the premier international peer-reviewed conference, sponsored by the Institute of Electrical and Electronics Engineers, Inc. (IEEE) Computer Society, which addresses all major areas related to software engineering education, training, and professionalism. This year, as…

Describes a computer program that simulates the emergence of affiliation networks in preschool groups and examines theoretical issues raised by the model. The simulation implies that triadic interactions are not essential in the formation of affiliative structures and that polyadic friendship groupings can be understood as sets of dyadic…

Describes a preliminary test on graduate students of a software tool designed to perform computations required in event sequence analysis, that will enable researchers to measure and empirically test student interactions and critical thinking in threaded discussions. Explains the Discussion Analysis Tool (DAT) and suggests implications for…

Technologies can help overcome some human problems in strategic planning. Group Support Systems technology allows issues to be divorced from the people proposing them and allows debatelike discussion. Strategic Conferencing with a multiattribute value model supports shared understanding and provides modeled scenarios of consequences. Mental…

In this paper an analysis is made about how awareness in digital learning environments relates to communication, coordination and cooperation and, consequently, collaboration. A collaboration model, where awareness occupies a central position, is presented. The awareness elements of the AulaNet environment are also analyzed, seeking to identify…

Discussion of computer-mediated communication focuses on techniques developed to help groups of people communicate effectively, including cooperative learning, team building, groupware for cooperative work, decision support systems, organizational design, and shared learning. Implications for the design of computer-mediated communication systems…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…