Towards a construction of text mining system using M2VSM

Abstract

This paper proposes modified VSM based on Meta keyword such as adjectives and adverbs, called M2VSM(Meta keyword-based Modified VSM). It is shown that M2VSM is superior to VSM in terms of ability for classification that reflects detailed contents and ability to adjust granularity of clusters. Furthermore, towards the construction of text mining system using M2VSM, structure of the system and an implementation of M2VSM with data mining tool MUSASHI are shown.