An effective resolution method of chinese multi-category words with conditional random field in electronic commerce

Abstract

Most existing recognition methods of multi-category words merely focus on the area of traditional Chinese words rather than the area of electronic commerce. In this paper, we propose an effective method on how to recognize Chinese multi-category words in electronic commerce using Conditional Random Field. Experimental results show that our method remarkably enhances the accu‐ racy of the recognition, reduces the misunderstanding and improves the user experience of electronic commerce retrieval.