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Web based education has become the new growth point of education development and primary developing trend of modern education technology. To meet the personalized needs of web based education; an improved association mining rule was proposed in the paper. First, data cube from database was established. Then, frequent item-set that satisfies the minimum support on data cube was mined out. Furthermore,...
With the rapid development of the network technique and the prevalence of the Internet, Web based education has become the major trend. Aiming at emotion deficiency in present Web based education system, a lot of negative effects were analyzed and corresponding countermeasures were proposed. Basing on it, we combined affective computing with the traditional Web based education system. The model of...
The importance of E-Learning has been transferred to build up the personalized learning environment, and offer a kind of personalized knowledge service based on modern pedagogy and psychology theories. An E- learning service system based on Mobile Agents (ESBMA) was proposed and realized in the paper. The structure of system, work process, key realization technologies of ESBMA, the design of mobile...
With the development and widespread of network, web based learning has become one of the most important ways of educating and researching, in order to meet personalized needs of learners, the technologies of personality and adaptive filtering is applied in the paper, while the model of personalized teaching resources recommendation system is proposed. This model can study and trace the personalized...
Modern distance education is an important direction of the international education development since 1980s. The paper has carried out an investigation on learning conditions for 203 distance education learners in 2006. Basing on it, a lot of negative effects were analyzed and corresponding countermeasures are proposed. At last, affect computing model is constructed and emotion recognition software...
Aiming at emotion deficiency in present E-Learning system, a lot of negative effects were analyzed and corresponding countermeasures were proposed. Basing on it, we combined affective computing with the traditional E-Learning system. The model of E-Learning system based on affective computing was constructed by using audiovisual emotion, which took both facial and audio features as input data. Our...
Aiming at emotion deficiency in present e-learning system, a lot of negative effects were analyzed and corresponding countermeasures were proposed. Basing on it, we combined affective computing with the traditional e-learning system. The model of e-learning system based on affective computing was constructed by using facial expression recognition, emotion recognition of speech and motion recognition...
Distance learning context means that the learners in a digital learning environment achieve their learning objectives through self-spaced learning or collaborative learning, studying the knowledge contents, passing several tests and acquiring the knowledge they needed. In this context, learners face several learning problems, such as studying the same learning content repeatedly, skipping to the next...
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