Title :
Research of word similarity model based on HowNet
Author :
Xuexia Gao ; Tao Kuang
Author_Institution :
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan, China
Abstract :
Aiming to word similarity research based on HowNet, domestic scholars have proposed various calculation methods. But these methods have the shortcomings that word similarity is not high, and the difference of disposition relationship concepts is not obvious. This paper adopts the thought of "words similarity layer calculation" mentioned in the references, does further perfect to make the layer calculation more clear and rigorous, and brings forward an improved algorithm aiming to the shortcomings.
Keywords :
natural language processing; semantic networks; word processing; HowNet; disposition relationship; domestic scholars; word similarity model; words similarity layer calculation; Educational institutions; Humans; Knowledge based systems; Mathematical model; Quaternions; Semantics; Vegetation; HowNet; calculation model; semantic sememe; word similarity;
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
DOI :
10.1109/EMEIT.2011.6022926
