Systems and Methods for Generating Multimodal Representations to Communicate Data Uncertainty

    公开(公告)号:US20250156474A1

    公开(公告)日:2025-05-15

    申请号:US19023194

    申请日:2025-01-15

    Abstract: A computing device receives a user query regarding a dataset that includes variability. The computer device obtains the dataset that includes one or more data fields and data corresponding to the one or more data fields and determines data uncertainty corresponding to the data. The device generates a multi-modal data representation of the data and the data uncertainty, including rendering a data visualization that represents the data and the data uncertainty; generating, according to statistics of the dataset, text content describing the data and the data uncertainty; translating the text content into a speech synthesis markup language to generate an audio narrative of the text content; and synchronizing the data visualization, the text content, and the audio narrative according to a timestamp of the audio narrative. The computing device causes the multi-modal data representation to be presented at a user interface of an electronic device.

    Systems, Methods, and User Interfaces for Communicating Data Uncertainty

    公开(公告)号:US20250094488A1

    公开(公告)日:2025-03-20

    申请号:US18674750

    申请日:2024-05-24

    Abstract: A computing device, in response to a user query regarding a dataset that includes variability, obtains a multimodal data representation of the dataset. The device displays an interactive media playback element in a first region of a user interface. In response to receiving a user input via the interactive media playback element, the device causes playback of the multimodal data representation on the user interface, including presenting audio content describing data in the multimodal representation; and while presenting the audio content, simultaneously presenting visual content via a visualization in a second region of the user interface. The visual content is time-synchronized with the audio content. The device detects a user interaction with the interactive media playback element. The device, in response to detecting the user interaction, modifies a playback portion of the visual content and the audio content that is time-synchronized with the visual content.

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