Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
GeoMiner: a system prototype for spatial data mining
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Mining frequent patterns without candidate generation
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Mining Sequential Patterns: Generalizations and Performance Improvements
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th 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
User Behavior Analysis of Location Aware Search Engine
MDM '02 Proceedings of the Third International Conference on Mobile Data Management
Experiments on query expansion for internet yellow page services using web log mining
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A large-scale study on map search logs
ACM Transactions on the Web (TWEB)
An algorithm for local geoparsing of microtext
Geoinformatica
| Hi-index | 0.00 |
Association rule mining is a well known data mining technique that also applicable to spatial data. Here we systematically elaborate spatial association rule mining which focusing on the "geo-word" in order to analyze location related preferences of human users. We propose several categories of mining methodologies based on the items in the rule and rule generation process. Novel interestingness metrics are derived out of those mining methodologies to identify location specific characteristics such as local specialties and common words. An experiment on real access logs from a commercial yellowpage site is conducted to examine the effectiveness of those methodologies