Title :
Assessing the effects of various multimedia curriculums to learning emotion and performance based on emotion recognition technology
Author :
Wang, Hui-Ping ; Chen, Chih-Ming
Author_Institution :
Dept. of Appl. Electron. Technol., Nat. Taiwan Normal Univ., Taipei, Taiwan
Abstract :
With gradual adoption of “multimedia” technologies on the curriculum designs in modern education, there are increasing needs for in-depth studies thoroughly exploring how different types of multimedia materials affecting learner´s emotion and their learning performance. By the introduction of technological advancement on human physiological signals recognizing emotional variances, reliable emotion monitoring application is developed for measuring and recording human emotion changes in practical uses. This study adopted emotion detector system, emWave, measuring changes of learners´ emotional state correspond to different types of multimedia materials. By analyzing the collected data and assessment on learning performance, this study attempts to explore how different types of multimedia materials affecting learners´ learning emotion; ultimately, their learning performance. The result shows that different types of multimedia materials will significantly affect their learning performance and learning emotion; however, there is low correlation between learning emotion and learning performance.
Keywords :
behavioural sciences computing; computer aided instruction; emotion recognition; multimedia systems; psychology; emWave; emotion detector system; emotion monitoring application; emotion recognition technology; human physiological signals recognizing emotional variance; learners emotion; learning emotion; modern education; multimedia curriculum; multimedia technology; Animation; Anthropometry; Automatic control; Detectors; Educational institutions; Educational technology; Emotion recognition; Humans; Monitoring; Performance analysis; Emotion Recognition; Learning Emotion; Learning Performance; Multimedia Material;
Conference_Titel :
Computer Communication Control and Automation (3CA), 2010 International Symposium on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-5565-2
DOI :
10.1109/3CA.2010.5533448