Geo-word centric association rule mining
Proceedings of the 6th international conference on Mobile data management
A critical evaluation of location based services and their potential
Journal of Location Based Services
Efficient mining and prediction of user behavior patterns in mobile web systems
Information and Software Technology
A large-scale study on map search logs
ACM Transactions on the Web (TWEB)
Applications of web query mining
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Computing geographical serving area based on search logs and website categorization
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
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Rapid growth of internet access from mobile users puts much importance on location specific information on the web. An unique web service called Mobile Info Search (MIS) from NTT Laboratories gathers the information and provide location aware search facilities. We performed association rule mining and sequence pattern mining against the access log which was accumulated at the MIS site in order to get some insight into the behavior of mobile users regarding the spatial information on the web. Detail web log mining process and the rules we derived are reported in this paper.