Supporting mobile decision making with association rules and multi-layered caching

Supporting mobile decision making with association rules and multi-layered caching

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Article ID: iaor20082711
Country: Netherlands
Volume: 43
Issue: 1
Start Page Number: 16
End Page Number: 30
Publication Date: Feb 2007
Journal: Decision Support Systems
Authors: , ,
Keywords: mobile telephones
Abstract:

We describe a methodology and a prototype implementation of an online analytical processing system for mobile devices. The system guides the user to narrow down the search space using association rules. We also describe multi-layered caching techniques to improve performance and increase system utilization even in the presence of disconnections. The system is built using a three-tier architecture comprising a data warehouse, a middle-tier server, and client mobile devices. Finally we conducted a series of simulation experiments to evaluate the performance of our association rule-based system and the multi-layered caching.

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