A Natural Language Interface Supporting Complex Logic Questions for Relational Databases

被引：1

作者：

Ngoc Phuoc An Vo ^{[1
]}

Popescu, Octavian ^{[1
]}

Sheinin, Vadim ^{[1
]}

Khorasani, Elahe ^{[1
]}

Yeo, Hangu ^{[1
]}

机构：

[1] IBM Res, Yorktown Hts, NY 10598 USA

来源：

NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS (NLDB 2019) | 2019年 / 11608卷

关键词：

Natural language interface; Natural Language Generation; Relational databases; Complex logic questions;

D O I：

10.1007/978-3-030-23281-8_34

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Natural Language Interface to Databases (NLIDB) systems accept questions in any supported natural language (i.e English) and allow users to interrogate a database. Users can access and derive information from a relational database without requirement for knowledge of database language. In this paper we introduced an NLIDB system which not only supports simple logic questions but also attempts to understand and resolve complex logic ones. The system is also equipped with a Natural Language Generation module to generate human-like description for given queries to help users to understand how a query processed and assess the correctness of the result returned. Experiment results show that our system can handle some types of complex logic questions effectively.

引用

页码：384 / 392

页数：9

共 50 条

[21] A two-phased visual query interface for relational databases
El-Mahgary, Sami
Soisalon-Soininen, Eljas
[J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2007, 4653 : 489 - +
[22] Assemble geo-analytical questions through a Blockly-based natural language interface
Xu, Haiqi
Nyamsuren, Enkhbold
Scheider, Simon
[J]. 25TH AGILE CONFERENCE ON GEOGRAPHIC INFORMATION SCIENCE ARTIFICIAL INTELLIGENCE IN THE SERVICE OF GEOSPATIAL TECHNOLOGIES, 2022, 3
[23] Towards an interface for translating natural language questions to SQL: A conceptual framework from a systematic review
Ahkouk K.
Machkour M.
[J]. International Journal of Reasoning-based Intelligent Systems, 2020, 12 (04) : 264 - 275
[24] An Approach for Developing Natural Language Interface to Databases Using Data Synonyms Tree and Syntax State Table
Shatnawi, Safwan
Khamis, Rajeh
[J]. INNOVATIONS IN COMPUTING SCIENCES AND SOFTWARE ENGINEERING, 2010, : 509 - 514
[25] Processing of natural language queries to a relational database
Samsonova, M.
Pisarev, A.
Blagov, M.
[J]. BIOINFORMATICS, 2003, 19 : i241 - i249
[26] Natural Language Processing in Translation of Relational Languages
Dudas, Adam
Skrinarova, Jarmila
[J]. IPSI BGD TRANSACTIONS ON INTERNET RESEARCH, 2023, 19 (01): : 17 - 23
[27] Comparative study on the customization of natural language interfaces to databases
Pazos R, Rodolfo A.
Aguirre L, Marco A.
Gonzalez B, Juan J.
Martinez F, Jose A.
Perez O, Joaquin
Verastegui O, Andres A.
[J]. SPRINGERPLUS, 2016, 5
[28] Natural language interface to mobile devices
Zhou, LN
Shaikh, M
Zhang, DS
[J]. INTELLIGENT INFORMATION PROCESSING II, 2005, 163 : 283 - 286
[29] Natural Language Interface for Multilingual Database
Valiveti, Sharada
Tripathi, Khushali
Raval, Gaurang
[J]. INFORMATION AND COMMUNICATION TECHNOLOGY FOR INTELLIGENT SYSTEMS (ICTIS 2017) - VOL 2, 2018, 84 : 113 - 120
[30] Natural language interface for an expert system
Lee, YH
Evens, MW
[J]. EXPERT SYSTEMS, 1998, 15 (04) : 233 - 239

← 1 2 3 4 5 →