Title :
A Semantic Model for Building the Vietnamese Language Query Processing Framework in e-Library Searching Application
Author :
Nguyen, Dang Tuan ; Pham, Tuan Ngoc ; Phan, Quoc Tan
Author_Institution :
Fac. of Comput. Sci., Univ. of Inf. Technol., Ho Chi Minh City, Vietnam
Abstract :
This paper aims to establish a semantic model which is the most important and central component of our Vietnamese Language Query Processing (VLQP) framework. The VLQP framework is architecture of 2-tiers. This framework includes a restricted parser for analyzing Vietnamese query from users based on a class of the pre-defined syntactic rules and a transformer for transforming syntactic structure of query to its semantic representation. In this framework, the semantic model is an original feature we have addressed. This semantic model contributes to the syntax analysis and representation of Vietnamese query forms involving to application domain. We also propose transforming rules to transform syntactic structures to their semantic representation.
Keywords :
library automation; natural language processing; query processing; VLQP framework; Vietnamese language query processing; e-library searching application; predefined syntactic rules; semantic model; semantic representation; syntactic structure transformation; syntax analysis; transforming rules; Application software; Books; Cities and towns; Computer science; Information technology; Machine learning; Mathematical model; Mathematics; Natural languages; Query processing; Document Retrieval; Natural Language Processing; Question Answering; Search;
Conference_Titel :
Machine Learning and Computing (ICMLC), 2010 Second International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-6006-9
Electronic_ISBN :
978-1-4244-6007-6
DOI :
10.1109/ICMLC.2010.17