Institute of Research and Journals (IRAJ)
Sentence clustering is the process of making similar sentences into a group. Clustering techniques is essential in the data mining process to reveal natural structures and identify interesting patterns in the underlying data. Cluster analysis seeks to partition a given data set into groups based on specified features so that the data points within a group are more similar to each other than the points in different groups. Fuzzy clustering algorithms allow patterns to belong to all clusters with differing degrees of membership.