Applying a Visual Analytics Intent Language to Generate Data Visualizations

    公开(公告)号:US20240311390A1

    公开(公告)日:2024-09-19

    申请号:US18673280

    申请日:2024-05-23

    CPC classification number: G06F16/26 G06F16/2457 G06F16/248

    Abstract: A computing device receives a natural language command directed to a data source. The device applies one or more respective rules to determine whether the natural language command comprises an ambiguous and/or underspecified request. In accordance with a determination that the natural language command comprises an ambiguous and/or underspecified request, the device infers information to resolve the ambiguous and/or underspecified request according to (i) the one or more respective rules, (ii) metadata for the data source, and (iii) metadata for one or more data fields specified in the natural language command. The device updates a respective intent specification based on the inferred information, retrieving data sets from the data source according to the respective intent specification, and generates and displays a data visualization based on the retrieved data sets.56

    Applying a visual analytics intent language to generate data visualizations

    公开(公告)号:US12008013B2

    公开(公告)日:2024-06-11

    申请号:US18148258

    申请日:2022-12-29

    CPC classification number: G06F16/26 G06F16/2457 G06F16/248

    Abstract: An electronic device has a first device type. The device receives a request directed to a data source. The request includes one or more intent types and one or more predefined attributes associated with the one or more intent types. The device formulates, for each of the intent types, a respective intent specification according to the request. In some implementations, the device determines respective properties of the respective intent specification according to the respective predefined attributes and according to data fields, from the data source, specified in the request. The device generates, for each of the intent types, a respective output specification that specifies a respective recommended data visualization type. The device renders data analysis responsive to the request in accordance with the electronic device having the first device type.

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