期刊文献+

移动环境中数据分析与挖掘新技术的研究

New Data Analysis and Mining Technologies Research in Mobile Environment
下载PDF
导出
摘要 数据分析与挖掘技术是构建经营分析系统的关键技术,本文主要介绍了三种新的数据分析与挖掘技术:数据流技术、移动对象技术和基于位置服务的技术,数据流技术能够解决经营分析系统在实时处理动态产生的海量数据上的不足;移动对象技术可以使得经营分析系统对移动用户的时空数据加以利用,从而提供多种新业务及更好的决策支持;而基于位置服务技术将使得经营分析系统对开展定位相关业务提供决策支持。 Recently,with more and more new data analysis and mining technologies emerge, they provide much more methods for the construction of business analysis support system (BASS). Based on the practical operation of mobile communication and the development of new technologies, we take a carefully look at data stream technology, moving object technology and LBS based technology. Data stream technology can be used to process ocean capacity data which BASS lacks, moving object technology can be used to acquire user's behavior pattern to aid many new mobile commercial operation, and LBS based technology can be used in BASS to make decision on how develop location related commercial operation.
作者 包小源 吴泠
出处 《电信科学》 北大核心 2005年第1期51-55,共5页 Telecommunications Science
  • 相关文献

参考文献6

  • 1Jiawei Han, Kamber M. Data mining: concepts and techniques. Morgan Kaufmann Publishers Ine, 2001.
  • 2Garofalakis M, Gehrke J, Rastogi R. Querying and mining data streams: you only get one look. In: Tutorial at 2002 ACM-S1GMOD lnt Conf on Management of Data (SIGMOD'02), Madison, W1, June 2002.
  • 3Pfoser D, Jensen S. Inde of network constrained moving objects. In: Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, November 2003.
  • 4Rui Jose, Adriano Moreira, Helena Rodrigues, et al. The around architecture for dynamic location-based services. Mobile Networks and Applications,2003, 8(4).
  • 5Karimi H A, Xiong Liu. A predictive locatiln model for location-based services. In: Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, November 2003.
  • 6Wolfson O, Moving objects information management: the database challenge, In: Proc of the 5th Workshop on Next Generation Information Technologies and Systems (NGITS'2002), June 2002.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部