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面向商业物联网的海量数据挖掘处理平台研究 被引量:1

Study on Commercial IOT Oriented Mining and Processing Platform for Massive Data
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摘要 在现有理论基础之上,对商业物联网中海量数据的处理进行了研究,提出了一种基于商业物联网的海量数据挖掘处理平台,详细分析了数据挖掘处理技术在海量商业数据处理中的应用,通过建立起的具体模型,证明了模型的可行性与优越性。 In this paper,we studied the processing of massive data in commercial Internet of Things and proposed the platform for massive data mining and processing for the commercial IOT.Then we analyzed in detail the application of data mining technology in the processing of massive commercial data,established a specific model and verified its feasibility and superiority.
作者 伍永锋
出处 《物流技术》 北大核心 2012年第8期372-375,共4页 Logistics Technology
关键词 物联网 数据挖掘 集中式数据处理 分布式数据处理 IOT data mining centralized data processing distributed data processing
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参考文献20

  • 1Cooper J, James A. Challenges for Database Management in the Internet of Things[J].IETE Teeh Rev. 2009,26:320-329.
  • 2S Hailer, S Karnouskos, C Sehroth.The Internet of Things in an enterprise context[J]. Future Internet Systems, 2008,5 468:14-22.
  • 3P Brezany, I Janciak, A M Tjoa. GridMiner: a fundamental infr~tructure for building intelligent Grid systems [A].Proc. 2005.
  • 4IEEE/WIC/ACM International Conference on Weblntelligenee (WI'05)[C]. IEEE press, 200.
  • 5Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan. Warehousing and Analyzing Massive RFID Data Sets [J]. ICDE ,2006, 83.
  • 6Hector Gonzalez, Jiawei Han, Xiaolei Li. FlowCube: Constructuing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows [J]:VLDB, 2006.
  • 7Hector Gonzalez, Jiawei Han, Xiaolei Li. Mining compressed commodityworktlows from massive RFID data sets [J].CIKM,2006.
  • 8Joydeep Ghosh. A Probabilistic Framework for Mining Distributed Sen- sory Data under Data Sharing Constraints [C].First International Work- shop on Knowledge Discovery from Sensor Data ,2007.
  • 9Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzalez.TraClass: trajectory classification using hierarchical region-based and trajectory-based cluster- ing[JI.PVLDB, 2008,1 (1): 1081-1094.
  • 10J G Lee, J Han, X Li. Trajectory outlier detection: A partition-and-detect framework [A].Proe. 24th Int'l Conf. on Data Engineering[C].2008.

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