An Incremental Approach for Rule Induction under Coarsening and Refining of Attribute Values in E-Business Systems
Dun Liu, Tianrui Li, Junbo Zhang · 2010
The variation of attribute values is an important case in the dynamic E-Business systems.With the rapid increase and update of data sets in business database everyday, a new incremental model, approach as well as its algorithm is presented for rule induction under coarsening and refining of attribute values.An example with online-shopping illuminate our method and experiments validate the feasibility of the incremental approach.