Background for association rules and cost estimate of selected mining algorithms
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
Mining frequent patterns without candidate generation
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
A data model and data structures for moving objects databases
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Mobile Commerce: A New Frontier
Computer
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Mining Surprising Patterns Using Temporal Description Length
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Discovery of Spatial Association Rules in Geographic Information Databases
SSD '95 Proceedings of the 4th International Symposium on Advances in Spatial Databases
InfoMiner+: Mining Partial Periodic Patterns with Gap Penalties
ICDM '02 Proceedings of the 2002 IEEE International Conference on Data Mining
Efficient Mining of Partial Periodic Patterns in Time Series Database
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
MUDSOM: Mobile User Database Static Object Mining
AINA '06 Proceedings of the 20th International Conference on Advanced Information Networking and Applications - Volume 01
When location-based services meet databases
Mobile Information Systems
Data retrieval for location-dependent queries in a multi-cell wireless environment
Mobile Information Systems
On the design of energy-efficient location tracking mechanism in location-aware computing
Mobile Information Systems
Data mining from 1994 to 2004: an application-orientated review
International Journal of Business Intelligence and Data Mining
Combining location-aware mobile phone applications and multimedia messaging
Journal of Mobile Multimedia
An implementation of location-aware multimedia information download to mobile system
Journal of Mobile Multimedia
Mining mobile group patterns: a trajectory-based approach
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
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Knowledge extraction from mobile user data analyzes data collected from mobile users, such as their user movement data in order to derive useful knowledge. User movement data is stored in a database which records the (x, y) coordinates that users have visited at any given point of time, for each mobile users. In this paper, we present a novel method for mining 2 step walking pattern from mobile users. The result of 2 step walking pattern provides the knowledge of how mobile users walks from one location of interest (LOI) to another in any given 2 steps. Case study for Walking-Matrix and Walking-Graph are provided along with performance evaluation.