| 基于用户行为分析的智能家居控制软件的设计 |
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| 引用本文： | 童世华,张昱东.基于用户行为分析的智能家居控制软件的设计[J].电视技术,2017,41(7). |
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| 作者姓名： | 童世华 张昱东 |
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| 作者单位： | 1. 重庆电子工程职业学院,重庆,401331;2. 重庆邮电大学,重庆,400065 |
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| 基金项目： | 重庆市教委科学技术研究项目 |
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| 摘 要： | 设计并实现了一种基于C4.5决策树算法用户行为分析的智能家居控制软件系统,该软件系统利用智能家居用户行为数据并分析,使家居系统能够根据用户行为习惯规律,安排合理的控制家居电器设备,通过web数据可视化使得用户清楚地掌握家中各种家电设备使用情况,为用户提供人性化和智能化的服务.测试结果表明:该软件系统能够帮助提高家居系统的人性化和智能化程度,数据可视化软件系统用户体验性好,具有重要的理论价值和现实意义.
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| 关 键 词： | 智能家居 用户行为分析 控制系统 决策树算法 服务策略 数据可视化 |
Design of intelligent home control software for user behavior analysis |
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| TONG Shihua,ZHANG Yudong.Design of intelligent home control software for user behavior analysis[J].Tv Engineering,2017,41(7). |
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| Authors: | TONG Shihua ZHANG Yudong |
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| Abstract: | In this paper,the design and implementation of Smart Home control system software based on C4.5 decision tree algorithm for user behavior analysis have been done.The electrical equipment has been arranged reasonably employing analyzed data according to user behavior rules.The web data visualization allows users to clearly grasp the use of the various kinds of electrical appliances,to provide personalized and intelligent services for users.The test results show that the software system can help to improve the humanity and intelligence of the home system,and the user experience of the data visualization software system is good,and it has important theoretical value and practical significance. |
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| Keywords: | smart home user behavior analysis control system decision tree algorithm service strategies visualization of data |
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