Intelligent Reverse Dictionary Based on Clustering

In this paper we outline an approach of building reverse dictionary with ranked results and comparing the reverse and forward mapped terms. We present set of algorithms to build the RMS which helps to extend the search of more meaningful words for a user entered phrase to obtain efficient word as a result. Dataset of noun, verb, adverb and adjective are trained and tested with the help of Support Vector Machine. The accuracy of the system is measured by comparing results of reverse mapping with forward one.