Translation of natural language queries to structured data sources

被引:0
|
作者
Posevkin, Ruslan [1 ]
Bessmertny, Igor [1 ]
机构
[1] ITMO Univ, Chair Computat Technol, St Petersburg, Russia
关键词
Natural language processing; database;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays most of people of developed economy countries interact with software every day. As a result of computer systems expansion to all scope of people's activity the problem of transition from visual and command interfaces to natural language user interfaces is thrown into the sharp relief. Computational linguistics and natural language processing methods are described in this article. Methods of natural language manipulation are applied in machine translation software systems, systems of search and exchange the data, text annotation and expert systems. Prototype of natural language user interface to structured data source is developed. As a result it is convert natural language user's query to SQL query to database. Natural language user interface is created to predefined subject field. User interface interacts to database that contain information about existent program libraries and frameworks. Consequently, using natural language processing methods it is possible to develop user natural language user interface providing capability to interact with machine.
引用
收藏
页码:57 / 59
页数:3
相关论文
共 50 条
  • [1] Explaining Structured Queries in Natural Language
    Koutrika, Georgia
    Simitsis, Alkis
    Ioannidis, Yannis E.
    [J]. 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010, 2010, : 333 - 344
  • [2] QUESTION PATTERNS FOR NATURAL LANGUAGE TRANSLATION IN SQL QUERIES
    Zhekova, Mariya
    Totkov, George
    [J]. INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2021, 13 (02): : 43 - 54
  • [3] ON-LINE TRANSLATION OF NATURAL LANGUAGE QUESTIONS INTO ARTIFICIAL LANGUAGE QUERIES
    KELLOGG, CH
    [J]. INFORMATION STORAGE AND RETRIEVAL, 1968, 4 (03): : 287 - &
  • [4] Answering Web Queries Using Structured Data Sources
    Paparizos, Stelios
    Ntoulas, Alexandros
    Shafer, John
    Agrawal, Rakesh
    [J]. ACM SIGMOD/PODS 2009 CONFERENCE, 2009, : 1127 - 1129
  • [5] A Naive approach: Translation of Natural Language to Structured Query Language
    Rautaray, Jyotirmayee
    Mishra, Pranati
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2024, 11 (01)
  • [6] Inspecting Data Using Natural Language Queries
    Bacci, Franscesca
    Cau, Federico Maria
    Spano, Lucio Davide
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2020, PT VI, 2020, 12254 : 771 - 782
  • [7] Kernels for structured natural language data
    Suzuki, J
    Sasaki, Y
    Maeda, E
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 16, 2004, 16 : 643 - 650
  • [8] Learning to generate structured queries from natural language with indirect supervision
    Bai, Ziwei
    Yu, Bo
    Wu, Bowen
    Wang, Zhuoran
    Wang, Baoxun
    [J]. COMPUTER SPEECH AND LANGUAGE, 2021, 67
  • [9] Knowledge Rich Natural Language Queries over Structured Biological Databases
    Jamil, Hasan M.
    [J]. ACM-BCB' 2017: PROCEEDINGS OF THE 8TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY,AND HEALTH INFORMATICS, 2017, : 352 - 361
  • [10] Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation
    Xiong, Hongyu
    Sun, Ruixiao
    [J]. 2019 13TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2019, : 255 - 262