Research on Data Mining Models for the Internet of Things

摘要：

In this paper, we propose four data mining models for the Internet of Things, which are multi-layer data mining model, distributed data mining model, Grid based data mining model and data mining model from multi-technology integration perspective. Among them, multi-layer model includes four layers: 1) data collection layer, 2) data management layer, 3) event processing layer, and 4) data mining service layer. Distributed data mining model can solve problems from depositing data at different sites. Grid based data mining model allows Grid framework to realize the functions of data mining. Data mining model from multi-technology integration perspective describes the corresponding framework for the future Internet. Several key issues in data mining of IoT are also discussed.

关键词： Internet of Things data mining models RFID technology

作者: Shen Bin Liu Yuan Wang Xiaoyi

作者单位: Ningbo Institute of Technology, Zhejiang University Ningbo, China College of Management, Zhejiang University Hanezhou, China

会议类型: 国际会议

会议名称: 2010 International Conference on Image Analysis and Signal Processing(2010 图像分析与信号处理国际会议 IASP 10)

会议地点: 厦门

会议语种:英文

页码: 127-132

在线出版日期: 2010-04-12（万方平台首次上网日期，不代表论文的发表时间）