{"title":"智能课堂场景下消费者行为的数字虚拟仿真实验设计","authors":"Chunying Cui, Yang Xu","doi":"10.2991/icsshe-19.2019.221","DOIUrl":null,"url":null,"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","PeriodicalId":150902,"journal":{"name":"Proceedings of the 2019 5th International Conference on Social Science and Higher Education (ICSSHE 2019)","volume":"08 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Digital Virtual Simulation Experiment Design of Consumer Behavior in Smart Classroom Scenario\",\"authors\":\"Chunying Cui, Yang Xu\",\"doi\":\"10.2991/icsshe-19.2019.221\",\"DOIUrl\":null,\"url\":null,\"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\",\"PeriodicalId\":150902,\"journal\":{\"name\":\"Proceedings of the 2019 5th International Conference on Social Science and Higher Education (ICSSHE 2019)\",\"volume\":\"08 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2019 5th International Conference on Social Science and Higher Education (ICSSHE 2019)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2991/icsshe-19.2019.221\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2019 5th International Conference on Social Science and Higher Education (ICSSHE 2019)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/icsshe-19.2019.221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Digital Virtual Simulation Experiment Design of Consumer Behavior in Smart Classroom Scenario
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