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Computer vision publications June 1, 2016 Tech Report

Extending Semantically Enabled Virtual Environments for Training Assessment

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Greuel, C., Murray, J., & Yadav, M. (2016). Extending semantically enabled virtual environments for training assessment. In Proc. of 6th European Immersive Education Summit. University of Padua, Italy.

Abstract

Educators and trainers at all levels are interested in deploying game-based environments and virtual environments as innovative educational tools and intelligent training systems, especially in application areas that involve challenging task activities. However, many development technologies are difficult to use, especially for those who are not specialists in building computer-based systems. In particular, the incorporation of lesson preparation and learner assessment into a computer-based learning program deserves close attention. This paper reports the lessons learned from several recent research and development projects, and offers some directions for new studies that build on this work. The core work of interest is Semantically Enabled Automated Assessment in Virtual Environments. This prototype task-training framework assesses learner performance within an instrumented virtual environment and provides contextual feedback to help improve skill acquisition. An authoring capability allows subject matter experts to create exercise solution models by demonstrating them directly in the environment. A review of additional research offers avenues for improving the existing exercise development and learner assessment capabilities.

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