Systems and methods to prioritize chat rooms using machine learning

    公开(公告)号:US11206236B2

    公开(公告)日:2021-12-21

    申请号:US16448257

    申请日:2019-06-21

    Abstract: Chat room content classification, in an online communication environment, where higher applicable chat rooms are prioritized for a user, is provided. First, an chat room service receives chat room content for at least a first chat room and a second chat room. A chat room analyzer can then analyze a characteristic(s) associated with the first chat room and/or the second chat room. Based on the characteristic, the chat room determines that the first chat room is more applicable to the user. Then, a user interface may be presented to the user where the first chat room is prioritized (or ranked) over the second chat room.

    PREDICTING UTILIZATION OF A SHARED COLLABORATION RESOURCE

    公开(公告)号:US20210258180A1

    公开(公告)日:2021-08-19

    申请号:US17187140

    申请日:2021-02-26

    Abstract: Presented herein are techniques and systems associated with generating a predicted utilization likelihood for a shared collaboration resource. Integrated resource data associated with a meeting scheduled for a shared collaboration resource is obtained and analyzed using a machine-learned predictive model. The analysis generates a predicted utilization likelihood of the shared resource. An indication of the predicted utilization likelihood is provided to an output system, such as a graphical user interface.

    INTERACTIVE CONTEXTUAL EMOJIS
    86.
    发明申请

    公开(公告)号:US20200304442A1

    公开(公告)日:2020-09-24

    申请号:US16895294

    申请日:2020-06-08

    Abstract: A method for communicating in a digital conversation is implemented on a computing device and includes: receiving an interactive contextual emoji from a first digital conversation participant to post in the digital conversation with at least a second digital conversation participant, where the interactive contextual emoji is pre-defined to indicate at least a current availability status associated with the first digital conversation participant, requesting the current availability status from a status application based on at least an indication of the interactive contextual emoji, where the status application maintains the current availability status, receiving the current availability status from the status application, and displaying the interactive contextual emoji in the digital conversation with at least an indication of the current availability status.

    MULTIMODAL STREAM PROCESSING-BASED COGNITIVE COLLABORATION SYSTEM

    公开(公告)号:US20180176269A1

    公开(公告)日:2018-06-21

    申请号:US15386857

    申请日:2016-12-21

    Inventor: Keith Griffin

    CPC classification number: H04L65/403 G10L15/26 H04L65/607 H04L67/02

    Abstract: A collaboration system includes a stream processing engine and a Bot subsystem. The stream processing engine performs cognitive processing of multimodal input streams originated at one or more user devices in a communication session supported by a collaboration service to derive user-intent-based user requests and transmit the user requests over one or more networks. The Bot subsystem includes a stream receptor directs the multimodal input streams from the user devices to the stream processing engine to enable the stream processing engine to derive the user requests. The Bot subsystem also includes a cognitive action interpreter to translate the user requests to action requests and issue the action requests to the collaboration service so as to initiate actions with respect to the communication session. The Bot subsystem also includes a cognitive responder to transmit, in response to the user requests, multimodal user responses to the one or more user devices.

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