Digital Virtual Simulation Experiment Design of Consumer Behavior in Smart Classroom Scenario

Chunying Cui, Yang Xu
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引用次数: 2

Abstract

This work provides a specific experimental teaching paradigm for the establishment and application of the social context aware system under the smart classroom. The paper studies the physical context aware system based on the smart classroom, and generates the original big data by constructing the Consumer Behavior Cyber-physical system. And then, the dimensionality reduction of the data is processed to form a reliable data source for deep learning, and the TRIZ theory method is used to develop the virtual simulation experiment design of the specific consumption scene. The research has a positive exploration of the virtual simulation experiment of economic and management behaviors, and also verifies the practical application value of virtual simulation frontier technology in experimental teaching. Keywords—smart classroom; Cyber-physical system; consumer behavior; deep learning
智能课堂场景下消费者行为的数字虚拟仿真实验设计
本工作为智能课堂下社会情境感知系统的建立与应用提供了具体的实验教学范式。本文研究了基于智能课堂的物理语境感知系统,并通过构建消费者行为信息物理系统生成原始大数据。然后对数据进行降维处理,形成可供深度学习的可靠数据源,并利用TRIZ理论方法开展具体消费场景的虚拟仿真实验设计。本研究对经济管理行为的虚拟仿真实验进行了积极的探索,也验证了虚拟仿真前沿技术在实验教学中的实际应用价值。Keywords-smart教室;Cyber-physical系统;消费者行为;深度学习
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