publication . Article . 2013

Provision of awareness of learners’ emotions through visualizations in a computer interaction-based environment

Leony, Derick; Muñoz-Merino, Pedro J.; Pardo Sánchez, Abelardo; Delgado Kloos, Carlos;
Open Access
  • Published: 01 Mar 2013 Journal: Expert Systems with Applications, volume 40, pages 5,093-5,100 (issn: 0957-4174, Copyright policy)
  • Publisher: Elsevier BV
Abstract
One of the challenges of intelligent systems for education is to use low-level data collected in computer environments in the form of events or interactions to infer information with high-level significance using artificial intelligence techniques, and present it through visualizations in a meaningful and effective way. Among this information, emotional data is gaining track in by instructors in their educational activities. Many benefits can be obtained if an intelligent systems can bring teachers with knowledge about their learner's emotions, learning causes, and learning relationships with emotions. In this paper, we propose and justify a set of visualization...
Subjects
ACM Computing Classification System: ComputingMilieux_COMPUTERSANDEDUCATION
free text keywords: Intelligent systems emotion awareness, Telecomunicaciones, General Engineering, Artificial Intelligence, Computer Science Applications, Intelligent decision support system, Affective learning, Learning analytics, Visualization, Multimedia, computer.software_genre, computer, Human–computer interaction, Computer science
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