International Journals of Advanced Information Science and Technology (IJAIST)
As the world is being improvised in a digital way, knowledge discovery and data mining have an important task. Text mining has been an unavoidable data mining technique. There are different methods for text mining; one of the most successful will be mining using the effective patterns. This paper presents an innovative and effective pattern discovery technique which includes the processes of pattern deploying and pattern evolving, to improve the effectiveness of using and updating discovered patterns for the process of document clustering and searching for finding relevant and interesting information.