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首页> 外文期刊>International journal of innovative computing, information and control >DESIGN AND IMPLEMENTATION OF INTELLIGENT EVALUATION SYSTEM BASED ON PATTERN RECOGNITION FOR MICROTEACHING SKILLS TRAINING
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DESIGN AND IMPLEMENTATION OF INTELLIGENT EVALUATION SYSTEM BASED ON PATTERN RECOGNITION FOR MICROTEACHING SKILLS TRAINING

机译：DESIGN AND IMPLEMENTATION OF INTELLIGENT EVALUATION SYSTEM BASED ON PATTERN RECOGNITION FOR MICROTEACHING SKILLS TRAINING

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摘要

Pedagogical competence of normal students and young teachers can be improved effectively by microteaching skills training. However, the training evaluation results mainly given by instructors and several trained partners are greatly affected by human factors for decades. With the rapid development of artificial intelligence technology, deep learning based on convolutional neural network algorithm has achieved amazing performance in image recognition, face recognition, speech recognition, limb movement recognition and so on. Intelligent judgement applied those artificial intelligence technologies to microteaching skills training can implement intelligent evaluation for trainees in the application of teaching skills, pronunciation accuracy, teaching fluency, teaching posture, teacher-student interaction, multi-media application and so on. The experimental results show that the intelligent evaluation system can effectively reduce human mis-judgment and missed judgment, and man-machine collaborative guidance can guide the trainees more accurately.

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