Provided by: The International Journal of Innovative Research in Computer and Communication Engineering
Topic: Big Data
Clustering is the process of grouping or aggregating of data items. The sentence clustering is used in variety of applications i.e. classify and categorization of documents, automatic summary generation, etc. In text mining, the sentence clustering plays a vital role this is used in text activities. Size of clusters can change from one cluster to another. The traditional clustering algorithms have some problems in clustering the input dataset. The problems such as, instability of clusters, complexity and sensitivity.