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: | Gangopadhyay Aryya, Kumar Navin, Karabatis George |
Keywords: | mobile telephones |
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.