A Novel Arithmetic of Named Entity Identification

This paper propose a novel method of named entity identification based on improved hidden Markov model, according to the specific characteristics of the named entities in recruitment information. The algorithm tags entity and improved hidden Markov model, which can be effective to identify entities. The experimental results showed that the accuracy rate has been significantly improved and increased by 19.3 percent, compared with the original algorithm.