A Natural Language Interface to a Database System

被引：0
|
作者：
Panja, Arup [1 ]
Reddy, Rami [1 ]
Reddy, Nandi [1 ]
Bandyopadhyay, Sivaji [1 ]
机构：
[1] Jadavpur Univ, Comp Sci & Engn Dept, Kolkata, India
来源：
JOURNAL OF INTELLIGENT SYSTEMS | 2007年 / 16卷 / 04期
关键词：
Natural Language Interface to Database (NLIDB); information extraction; restricted domain question answering; template grammar based approach; keyword based approach; system evaluation;
D O I：
10.1515/JISYS.2007.16.4.359
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Two Natural Language Interface to Database (NLIDB) systems have been developed. One is using a Template Grammar based approach and another is using Keyword based approach. Both the systems accept queries in Bengali language. In both the approaches, the user query is analyzed and translated to a SQL statement that is used to retrieve information from the database. The systems have been evaluated based on precision and recall metrics. The NLIDB system based on Keyword based approach has been observed to perform better. The Keyword based approach has been extended further to develop a dialogue based question answering system for Railway information in Telugu language.
引用
收藏
页码：359 / 372
页数：14
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