Data Mining based Action Research on Speculation Online Guiding Mode

摘要

Action research on the speculation English online guiding mode in art colleges from data collection to the data understanding is conducted in this paper. Through the collection, analysis and identification of the large amount of the emotional related data generated by online learners, they can understand their emotional state. After the data collection, two stage data understanding model is proposed in this research work. Stage one: network learning data collection stage, data processing and learning state analysis stage stages. Stage two: GAN model is still based on the idea of generating a network and a discriminant network game, but the input of the generating network is not only a noise signal, proposed work fit this model to match with the online scenario. The experiment has proven that the proposed framework is efficient.