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TECHNIQUES FOR UTILIZING A NATURAL LANGUAGE INTERFACE TO PERFORM DATA ANALYSIS AND RETRIEVAL

机译:利用自然语言界面进行数据分析和检索的技术

摘要

Techniques for utilizing a natural language interface to perform data analysis include receiving a natural language question for retrieving data stored in a database and interpreting the natural language question to generate a structured query for the database. The structured query is translated into a natural language representation of the structured query, which is displayed during execution of the structured query. Responsive data is received and one or more visualization types for presenting the responsive data to the user is determined based on the natural language question, the responsive data, and one or more data types of the data. A visualization of the responsive data is generated based on one visualization type of the determined visualization types, which is displayed in a card in a graphical user interface. The card can include the natural language representation of the structured query and the visualization of the responsive data.
机译:利用自然语言界面执行数据分析的技术包括:接收自然语言问题以检索存储在数据库中的数据;解释自然语言问题以生成数据库的结构化查询。结构化查询被翻译成结构化查询的自然语言表示,该自然语言表示在结构化查询执行期间显示。接收响应数据,并且基于自然语言问题,响应数据以及数据的一种或多种数据类型,确定用于向用户呈现响应数据的一种或多种可视化类型。基于所确定的可视化类型中的一种可视化类型,生成响应数据的可视化,该可视化类型显示在图形用户界面的卡中。该卡可以包括结构化查询的自然语言表示形式和响应数据的可视化。

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