COMPRESSION OF USER INTERACTION DATA FOR MACHINE LEARNING-BASED DETECTION OF TARGET CATEGORY EXAMPLES

    公开(公告)号:US20220385689A1

    公开(公告)日:2022-12-01

    申请号:US17330029

    申请日:2021-05-25

    Abstract: A processing system may identify a plurality of user interaction data associated with a target category of a plurality of users, identify a relevant subset of user interaction data, compress the plurality of user interaction data to the relevant subset of user interaction data, train a machine learning model with the relevant subset of user interaction data, obtain additional user interaction data associated with an additional user, identify a relevant subset of the additional user interaction data, apply the relevant subset of the additional user interaction data as an input to the machine learning model, obtain an output of the machine learning model quantifying a measure of which the relevant subset of the additional user interaction data is indicative of the target category, and perform at least one action responsive to the measure of which the relevant subset of the additional user interaction data is indicative of the target category.

    ENVIRONMENTAL TASK-BASED AUTHENTICATION

    公开(公告)号:US20220377542A1

    公开(公告)日:2022-11-24

    申请号:US17326931

    申请日:2021-05-21

    Abstract: A processing system may detect a physical location of a user via at least one mobile computing device of the user, where the user is to be authenticated for a network-based transaction, identify at least one network-connected sensor device at the physical location, and determine, from the at least one network-connected sensor device, a set of environmental conditions of an environment of the physical location. The processing system may next identify at least one action for the user to perform to interact with at least one aspect of the environment in accordance with the set of environmental conditions and transmit an instruction to the user to perform the at least one action. The processing system may then obtain sensor data from the at least one network-connected sensor device, determine, from the sensor data, that the user performed the at least one action, and authenticate the user for the network-based transaction.

    Cross-Reality Safety Service
    334.
    发明申请

    公开(公告)号:US20220375166A1

    公开(公告)日:2022-11-24

    申请号:US17882576

    申请日:2022-08-07

    Abstract: Concepts and technologies are disclosed herein for a cross-reality safety service. A device can detect a cross-reality session associated with a user device. The cross-reality session can include a rendered environment and the user device can be located in a physical environment. Data associated with the cross-reality session can be obtained. It can be determined if a safety issue exists for the cross-reality session. If the safety issue is determined to exist for the cross-reality session, a communication can be directed to the user device, where the communication can include an update to the rendered environment, a command to end the cross-reality session, or an alert.

    Optimization of resource usage in cross-reality sessions

    公开(公告)号:US11507424B2

    公开(公告)日:2022-11-22

    申请号:US16929586

    申请日:2020-07-15

    Abstract: Concepts and technologies are disclosed herein for optimization of resource usage in cross-reality sessions. A computer can receive a request for a cross-reality session, determine entities to be included in the cross-reality session, and optimize resource usage during the cross-reality session. Optimized cross-reality session data can be provided to a device to generate a cross-reality environment that can include the one entity of the entities rendered in the first level of detail. Attention data that can describe interactions in the cross-reality environment can be obtained. The resource usage can be re-optimized based on the attention data. Re-optimizing the resource usage can include determining that the one entity of the entities is to be rendered in a second level of detail that is greater than the first level of detail. An update can be delivered to the device, which can use the update to update the cross-reality environment.

    Synchronized Satellite Communications

    公开(公告)号:US20220352976A1

    公开(公告)日:2022-11-03

    申请号:US17243796

    申请日:2021-04-29

    Abstract: Synchronized satellite communications can include receiving, at a computer having a processor, a data request that identifies a requesting device, data to be received by the requesting device, and a time at which the data is to be received by the requesting device. The processor can determine a geographic location of the requesting device and locations of a plurality of satellites; identify, based on the geographic location of the requesting device and the locations of the plurality of satellites, satellites that are to provide the data to the requesting device; generate instructions for loading network requirements to the satellites; and provide, to at least one of the satellites, the instructions. Additionally, embodiments of the concepts and technologies disclosed herein can be used to provide the same data and/or different data to multiple devices at the same time.

    CONTENT DELIVERY AND CONSUMPTION WITH AFFINITY-BASED REMIXING

    公开(公告)号:US20220345504A1

    公开(公告)日:2022-10-27

    申请号:US17855134

    申请日:2022-06-30

    Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system obtains physical and social environmental data for a communication device user, and provides content for presentation at the device. First reaction data, obtained via sensors associated with the user, indicate the user's reaction to presentation of the content; the data is analyzed to determine user affinity for the content in a context of the physical and social environments. The content is modified during the presentation; second reaction data is obtained and analyzed to determine a second user affinity for the modified content. If the affinity is enhanced, the modified content is sent to other users' equipment via a social network. Affinity responses regarding the modified content are analyzed, and a set of users is identified as an affinity group; additional content is transmitted to equipment of the affinity group. Other embodiments are disclosed.

    VIDEO CURATION SERVICE FOR PERSONAL STREAMING

    公开(公告)号:US20220328069A1

    公开(公告)日:2022-10-13

    申请号:US17853411

    申请日:2022-06-29

    Abstract: Aspects of the subject disclosure may include, for example, a device that includes a processing system with a processor, and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations such as receiving user input comprising a keyword identifying an object, monitoring a video recording during a generation of the video recording by a camera, wherein the monitoring includes detecting the object being captured by the camera, creating a video clip from the video recording, wherein the video clip comprises a start point and a stop point in the video recording determined by a machine learning algorithm, and sending a notification of the creating of the video clip. Other embodiments are disclosed.

    Application management of network slices with ledgers

    公开(公告)号:US11470181B2

    公开(公告)日:2022-10-11

    申请号:US17181316

    申请日:2021-02-22

    Abstract: The technologies described herein are generally directed to facilitating the allocation, scheduling, and management of network slice resources. According to an embodiment, a system can comprise a processor and a memory that can store executable instructions that, when executed by the processor, facilitate performance of operations. The operations can include receiving proposed contract data representative of a proposed contract for access by an application of a user equipment device to resources of a network slice usable for the access by the application. The operations can further include, based on the proposed contract data, storing governing contract data representative of a governing contract in a storage device, with the governing contract being selected to control the access by the application to the resources of the network slice. The operations can further include scheduling use of the resources of the network slice by the application based on the governing contract data.

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