描述统计认知教学系统的设计与实现

Design and Implementation of ECSDS

摘要: 当前计算机领域人工智能的发展正在从弱人工智能开始走向强人工智能，统计学将在人工智能发展中尤其是大数据分析和智能辅助决断中发挥越来越大的作用。然而统计学教学中教师教学和学生学习困难、教学效果差。针对此问题，提出一种描述统计认知教学系统，即ECSDS (Excel-based Cognitive System of Descriptive Statistics)，并给出了ECSDS的具体设计和实现，对ECSDS的关键技术进行了解释，并给出了ECSDS的具体应用示例，ECSDS的有效性和简单性在应用中得到体现。

Abstract: At present, the development of artificial intelligence in the field of computer is moving from weak artificial intelligence to strong artificial intelligence. Statistics will play a more and more important role in the development of artificial intelligence, especially in large data analysis and intelligent assistance decision. And so, in view of the problems of teachers’ difficulty in teaching, poor learning and poor teaching effect in the teaching of educational statistics, this paper presents a system of ECSDS (Excel-based Cognitive System of Descriptive Statistics), which is based on Excel. Then the concrete design of the ECSDS Teaching Model is given, and the relevant implementation is carried out. The key technology of the ECSDS teaching model is clarified, and an example of application of the ECSDS Teaching Model is given. Through the practice, the validity and the convenience of the ECSDS Teaching Model are proved.