String Vector based AHC as Approach to Word Clustering

In this research, we propose the string vector based AHC (Agglomerative Hierarchical Clustering) algorithm as the approach to the word clustering. In the previous works on text clustering, it was successful to encode texts into string vectors by improving the performance of text clustering; it provided the motivation of doing this research. In this research, we encode words into string vectors, define the semantic operation on string vectors, and modify the AHC algorithm into its string vector based version. As the benefits from this research, we expect the improved performance and more compact representations of words. Hence, the goal of this research is to implement the word clustering system with the benefits.