Title :
A computational system approach to develop student´s based emotion system: An alternative feedback tool for lecturers to enhance teaching and learning
Author :
Dewi, Deshinta Arrova ; Sani, Zaidatul Haslinda Bt Abdullah ; Jeremiah, Premylla
Author_Institution :
Fac. of Eng. & Inf. Technol., INTI Int. Univ., Nilai, Malaysia
Abstract :
In Higher Education learning environment, managing students learning means managing emotions. This paper presents the efforts in recognizing student´s emotion to promote interactive teaching learning atmosphere in a Higher Education environment. As to now not many variety of tools provided to help lecturers to assess their teaching, our research suggests a new system to help lecturers to identify whether their teaching style has positive impact on students by recognizing student´s emotion in the class. This system propose the positive class emotion (as result of positive student´s emotion) to encourage lecturers to retain their teaching style or vice versa. This software is considered as Emotion Based System to enhance teaching and learning. In this paper we compare some of the existing works and identify how emotions can be modeled in order to enhance the system services and response by suggesting meaningful information to users. We also define and discuss the appropriate capacity of meaningful information to generate analysis and recommendations according to theory of teaching and learning. We do our experiments in INTI International University Malaysia involving approximately 300 students from various faculties.
Keywords :
computer aided instruction; human computer interaction; interactive systems; teaching; emotion based system; higher education learning environment; interactive learning; interactive teaching; positive class emotion; student emotion system; Computers; Educational institutions; Emotion recognition; Face recognition; Hidden Markov models; Humans; Computational System Approach; Emotion Based System; Feedback Tool for Lecturer; Image Processing; Interactive Teaching Learning;
Conference_Titel :
Software Engineering (MySEC), 2011 5th Malaysian Conference in
Conference_Location :
Johor Bahru
Print_ISBN :
978-1-4577-1530-3
DOI :
10.1109/MySEC.2011.6140695