基于物联网大数据分析共享经济与新型商业模式发展研究  

Research on Sharing Economy and New Business Model Development Based on IoT Big Data Analysis

作　　者：王建中[1] 王博 WANG Jianzhong;WANG Bo(Aviation and Automobile School,Chongqing Youth Vocational and Technical College,Chongqing 401320,China)

机构地区：[1]重庆青年职业技术学院航空与汽车学院,重庆401320

出　　处：《现代信息科技》2024年第21期124-129,共6页Modern Information Technology

基　　金：重庆市教科委青年项目(KJQN202104103);重庆市教科委重点项目(KJZD-K202404103);重庆市教改重点项目(GZ222048);重庆市教改项目(Z233261,14069JG2023006);重庆市高等教育研究会重点项目:“一站式”学生社区综合管理应用系统建设思考与实践。

摘　　要：针对近年来共享经济和商业模式快速度发展的情况,文章分析了如何利用物联网的大数据来实现共享经济的增长和商业模式的创新,提出了一种基于物联网大数据的BP神经网络算法,该算法不仅可以有效地对共享经济中的大量数据进行分类,还可以预测共享经济的发展方向和新的商业模式。实验结果表明,共享经济给国家带来的经济效益非常高,也有很大的增长空间。因此,基于物联网、大数据的背景下的共享经济和新商业模式发展研究非常必要。Aiming at the rapid development situation of the sharing economy and business model in recent years,this paper analyzes how to use the Big Data of the Internet of Things to achieve the growth of the sharing economy and the innovation of business model,and proposes a BP Neural Network algorithm based on the IoT Big Data.This algorithm can not only effectively classify a large amount of data in the sharing economy,but also predict the development direction and new business model of the sharing economy.The experimental results show that the economic benefits brought by the sharing economy to the country are very high,and there is also a lot of room for growth.Therefore,it is necessary to study the development of sharing economy and new business model based on the background of IoT and Big Data.

关 键 词：物联网大数据 BP神经网络 商业模式 共享经济 

分 类 号：TP39[自动化与计算机技术—计算机应用技术]