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动态空间集下的轮廓更新算法 被引量:2

Skyline Updating Algorithm in Dynamic Space Set
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摘要 现有的轮廓查询算法都是针对静态空间集设计的,不适用于空间集变化的情况。针对上述问题,提出动态空间集下的轮廓更新算法。当空间集发生变化导致现有轮廓失效时,无须重新计算所有数据点,只需在共享策略的基础上对部分数据点进行判断,即可快速完成轮廓的更新。理论分析和实验结果证明,该算法可有效减少冗余操作,保证结果的正确性和完整性。 The existent skyline query algorithms are designed for static space sets, so they are not suitable for dynamic space sets. Aiming at such problem, this paper proposes a skyline updating algorithm in dynamic space set. When the change of space size leads to the existent skyline invalid, the algorithm can quickly finish updating the skyline by testing partial points based on sharing strategy without computing all the points again. Theoretical analysis and experimental result show that the algorithm can decrease repeat work effectively, and ensure the validity and integrality of query results.
出处 《计算机工程》 CAS CSCD 北大核心 2009年第22期82-83,87,共3页 Computer Engineering
基金 国家自然科学基金资助项目(60773100) 国家"十一五"科技支撑计划基金资助项目(2006BAK05B02)
关键词 轮廓 动态空间集 共享策略 轮廓更新 skyline dynamic space set sharing strategy skyline updating
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参考文献5

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同被引文献11

  • 1Jiang Bin,Pei Jian.Online Interval Skyline Queries on Time Series[C]//Proc.of the 25th IEEE International Conference on Data Engineering.Burnaby,Canada:IEEE Press,2009.
  • 2Borzsonyi S,Kossmann D,Stocker K.The Skyline Operator[C]//Proc.of the 17th International Conference on Data Engineering.[S.l.]:IEEE Press,2001,.
  • 3Yuan Yidong,Lin Xuemin,Liu Qing.Efficient Computation of the Skyline Cube[C]//Proc.of VLDB'05.Trondheim,Norway:ACM Press,2005.
  • 4Vlachou A,Doulkeridis C,Kotidis Y.SKYPEER:Efficient Subspace Skyline Computation over Distributed Data[C]//Proc.of ICDE'07.Istanbul,Turkey:[s.n.],2007.
  • 5Lin Xuemin, Yuan Yidong, Wang Wei, et al. Stabbing tile Sky: Efficient Skyline Computation over Sliding Windows[C]//Proc. of ICDE'05. Tokyo, Japan:[s. n.], 2005: 502-513.
  • 6Morse M, Patel J M, Grosky W I. Eftcient Continuous Skyline Computation[C]//Proc. of ICDE'06. Atlanta, Georgia, USA: [s. n.], 2006.
  • 7Zhang Wenjie, Lin Xuemin, Zhang Ying, et al. Probabilistic Skyline Operator over Sliding Windows[C]//Proc. of ICDE'09. Shanghai, China: [s. n.], 2009: 1060-1071.
  • 8Tao Yufei, Papadias D. Maintaining Sliding Window Skylines on Data Streams[J]. IEEE Transactions on Knowledge and Data Engineering, 2006, 18(3): 377-391.
  • 9田中彬,马志新.基于过滤的一种Skyline查询算法[D].兰州:兰州大学,2008.
  • 10魏小娟,杨婧,李翠平,陈红.Skyline查询处理[J].软件学报,2008,19(6):1386-1400. 被引量:35

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