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What is Framework Design

Advancing the Power of Learning Analytics and Big Data in Education
The basic structure that allow organizing the overall all design flow into a set of steps.
Published in Chapter:
Learning Analytics in the Monitoring of Learning Processes: 3D Educational Collaborative Virtual Environments
Rosa Reis (GILT, ISEP, Instituto Politécnico do Porto, Portugal) and Bertil P. Marques (GILT, ISEP, Instituto Politécnico do Porto, Portugal)
DOI: 10.4018/978-1-7998-7103-3.ch007
Abstract
During the last few years, learning analytics (LA) has gained the interest of researchers in the field of education. Generally, LA is related with the development of methods that use educational data sets to support the learning process. Therefore, there is a need understanding how learners, educators, and institutions can best support this process. Thus, a framework is presented that tries to extend the collaborative three-dimensional virtual environments for educational by integrating a LA tool. The aim is to help the teacher to monitor and evaluate the students' learning process in these types of environments. It is the intention include a (1) comprehensive analysis of the currently available LA tools for educational, (2) design of a user-centered framework based the requirements gathered from the analysis, and (3) thorough evaluation of framework to allow identify possible behavior patterns of students within the environment, related to your preferences for materials and expertise.
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