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New prediction model for pre-fetching in mobile database

Published: 08 November 2010 Publication History

Abstract

In mobile environment, pre-fetching method is used to prevent network congestion, delays and latency problems and to improve data availability during disconnection. Many pre-fetching strategies have been introduced. Lately, the pre-fetching techniques in mobile systems become more complicated in which to support new types of applications such as in wireless environments. Due to this complication, researchers start to introduce new technique where it requires data mining technique to improve the situation in involuntary disconnection. Previously, the data is filtered using an objective measurement where data are generated based on the structure of a query pattern and quantified using statistical methods. The measures are not good enough to solve the rule quality problems as in answering query in mobile environment. In this study, a new prediction model is proposed to generate data item for additional criterion before sending to mobile users. This new criterion of data is measured by a subjective measurement which is based on the subjectivity and the understandability of the users who examine the query patterns. Therefore, it is expected that mobile users can make use and access the data items that are beyond their expectation to proceed with their job further without any problem.

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  • (2011)User interestingness for pre-fetching in mobile environmentICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia10.1109/ICIMU.2011.6122738(1-6)Online publication date: Nov-2011

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iiWAS '10: Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
November 2010
895 pages
ISBN:9781450304214
DOI:10.1145/1967486

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  • IIWAS: International Organization for Information Integration
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Association for Computing Machinery

New York, NY, United States

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Published: 08 November 2010

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  1. mobile database
  2. pre-fetching
  3. subjective measurement

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  • (2011)User interestingness for pre-fetching in mobile environmentICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia10.1109/ICIMU.2011.6122738(1-6)Online publication date: Nov-2011

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