Title :
A Vietnamese Natural Language Interface to Database
Author :
Nguyen, Dat Tien ; Hoang, Tam Duc ; Pham, Son Bao
Author_Institution :
Vietnam Nat. Univ., Univ. of Eng. & Technol., Hanoi, Vietnam
Abstract :
In this paper, we present a Vietnamese Natural Language Inter face to a survey dat abase for individuals and businesses who want to know economic information from economic surveys. We carry out analysis of various Vietnamese question types and investigate the st ability of our approach using GATE framework and R language. Our system uses R language to specifically deal with statistical question types. Experiment a results are very promising where our system achieves an accuracy of 78.5% on economic survey dat a domain.
Keywords :
database management systems; natural language interfaces; question answering (information retrieval); statistical analysis; GATE framework; R language; Vietnamese natural language interface; Vietnamese question types; database; economic information; economic surveys; statistical question types; Companies; Databases; Economics; Educational institutions; Natural languages; Semantics; Gate Framework; Natural Language Interface; Question Answering system;
Conference_Titel :
Semantic Computing (ICSC), 2012 IEEE Sixth International Conference on
Conference_Location :
Palermo
Print_ISBN :
978-1-4673-4433-3
DOI :
10.1109/ICSC.2012.33