Finding the required information in enormous amount of data is one of the challenging tasks of today. Document clustering is a fundamental task in Text mining that has been using statistical methods. Due to a large number of documents available in the web, intelligent methods have to be developed to retrieve the documents effectively. In this paper, the method using artificial neural networks (ANN) in document clustering is discussed. By fine tuning, the various parameters of the ANN algorithms, effective document clustering can be achieved.

Keywords: Information Retrieval , Text Mining, Document Clustering, Artificial Neural Networks, Similarity Measure