Servicenow, Inc.

Aaron Wade

Troy Azmoon

Rita Maria Castillo

A system includes a processor configured to perform operations, including receiving, from a client device, a request, associated with a user identifier, for rendering of a graphical user interface (GUI), and obtaining, based on the request and from persistent storage, a framework definition that specifies a first plurality of components and a layout thereof within the GUI. The operations also include determining a second plurality of components by way of a machine learning model and based on attributes associated with the user identifier, and determining, for each respective component of the second plurality of components, a corresponding visual format and a corresponding position within the GUI. The operations further include updating the framework definition by combining the first plurality of components and the second plurality of components based on the corresponding visual format and the corresponding position, and transmitting the framework definition as updated to the client device.

User interface generation with machine learning

A system includes a processor configured to perform operations, including receiving a request for a graphical user interface (GUI). The operations also include, in response to the request, generating a representation of the GUI to include navigational components and a fixed panel component, where the navigational components are positioned at predetermined locations within the GUI. A particular navigational component is configured to, in response to selection thereof, cause display of a corresponding plurality of child components arranged according to a corresponding predetermined hierarchy. The fixed panel component is positioned at a further predetermined location within the GUI and configured to, in response to a repositioning of the particular navigational component from its corresponding predetermined location to the fixed panel component, display the corresponding plurality of child components as a hierarchical list based on the corresponding predetermined hierarchy. The operations further include transmitting the representation of the GUI.

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San Diego, CA, United States of America

Aaron Wade