Multilanguage natural user interface to database

R. Posevkin, I. Bessmertny
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引用次数: 3

Abstract

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. Represent a formal definition of a dialogue system as a Markov decision process. 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. Also showed application of Levenshtein distance for processing natural language 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.
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数据库的多语言自然用户界面
如今,发达经济国家的大多数人每天都与软件打交道。由于计算机系统扩展到人们活动的所有范围,从视觉和命令界面过渡到自然语言用户界面的问题就凸现出来。本文介绍了计算语言学和自然语言处理方法。将对话系统的正式定义表示为马尔可夫决策过程。自然语言处理方法在机器翻译软件系统、数据检索与交换系统、文本注释系统和专家系统中得到了应用。开发了面向结构化数据源的自然语言用户界面原型。从而将自然语言用户的查询转换为对数据库的SQL查询。介绍了Levenshtein距离在处理自然语言查询和SQL查询中的应用。为预定义的主题字段创建自然语言用户界面。用户界面与包含有关现有程序库和框架信息的数据库进行交互。因此,使用自然语言处理方法可以开发用户自然语言用户界面,提供与机器交互的能力。
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