Title :
Study of chinese word sense disambiguation based on scenario words
Author :
Ji Hui ; Zhang Yang-sen
Author_Institution :
Inst. of Intell. Inf. Process., Beijing Inf. Sci. & Technol. Univ., Beijing, China
Abstract :
Word sense disambiguation (WSD) is the hot and difficult issue in natural language processing. Feature selection is the major factor that influences WSD. Different disambiguation methods selected different characteristics. Because the word in the context influences the polysemous disambiguation results, we proposed the concept of scenario word. Scenario words play different roles when we use them to determine the meaning of polysemy. We divide scenario words into co-occurrence words, collocations and demonstratives. Through the experiment, we test the feasibility of the method.
Keywords :
natural language processing; Chinese word sense disambiguation; WSD; feature selection; natural language processing; polysemy; scenario words; Context; Databases; Information processing; Knowledge based systems; Semantics; Speech; Thesauri; WSD; co-occurrence words; collocations; demonstratives; scenario words;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234343