With the development of computer science, cognitive science and psychology, a new paradigm, affective learning, has emerged into e-learning/ubiquitous learning domain. Although scientists and researchers have achieved fruitful outcomes in exploring the ways of detecting and understanding learners affect, e.g. eyes motion, facial expression etc. in ubiquitous environment, it sounds still necessa...