PRIVATIZED APRIORI ALGORITHM FOR SEQUENTIAL DATA DISCOVERY

    公开(公告)号:WO2019231627A2

    公开(公告)日:2019-12-05

    申请号:PCT/US2019/031319

    申请日:2019-05-08

    Applicant: APPLE INC.

    Abstract: Embodiments described herein provide techniques to encode sequential data in a privacy preserving manner before the data is sent to a sequence learning server. The server can then determine aggregate trends within an overall set of users, without having any specific knowledge about the contributions of individual users. The server can be used to learn new words generated by user client devices in a crowdsourced manner while maintaining local differential privacy of client devices. The server can also learn other sequential data including typed, autocorrected, revised text sequences, sequences of application launches, sequences of purchases on an application store, or other sequences of activities that can be performed on an electronic device.

    POWER-EFFICIENT DYNAMIC APPLICATION CONTENT DISPLAY FOR ELECTRONIC DEVICES

    公开(公告)号:WO2023048780A1

    公开(公告)日:2023-03-30

    申请号:PCT/US2022/031470

    申请日:2022-05-27

    Applicant: APPLE INC.

    Abstract: Aspects of the subject technology relate to power consuming processes of electronic devices. For example, an electronic device may create, initiate, and/or modify a power consuming process of the electronic device, based in part on user power consumption information that indicates a typical amount of power consumed by a user of the electronic device. The electronic device may recommend increases in power consumption for low power consumption users and/or decreases in power consumption for high power consumption users. A power consumption process may include a visual arrangement of graphical elements that each display periodically, occasionally, and/or continuously updated information from the application, when a full user interface of the application is not displayed.

    PRIVATIZED APRIORI ALGORITHM FOR SEQUENTIAL DATA DISCOVERY

    公开(公告)号:WO2019231627A3

    公开(公告)日:2019-12-05

    申请号:PCT/US2019/031319

    申请日:2019-05-08

    Applicant: APPLE INC.

    Abstract: Embodiments described herein provide techniques to encode sequential data in a privacy preserving manner before the data is sent to a sequence learning server. The server can then determine aggregate trends within an overall set of users, without having any specific knowledge about the contributions of individual users. The server can be used to learn new words generated by user client devices in a crowdsourced manner while maintaining local differential privacy of client devices. The server can also learn other sequential data including typed, autocorrected, revised text sequences, sequences of application launches, sequences of purchases on an application store, or other sequences of activities that can be performed on an electronic device.

    POWER-EFFICIENT DYNAMIC APPLICATION CONTENT DISPLAY FOR ELECTRONIC DEVICES

    公开(公告)号:EP4513302A3

    公开(公告)日:2025-05-14

    申请号:EP24217821.8

    申请日:2022-05-27

    Applicant: Apple Inc.

    Abstract: Aspects of the subject technology relate to power consuming processes of electronic devices. For example, an electronic device may create, initiate, and/or modify a power consuming process of the electronic device, based in part on user power consumption information that indicates a typical amount of power consumed by a user of the electronic device. The electronic device may recommend increases in power consumption for low power consumption users and/or decreases in power consumption for high power consumption users. A power consumption process may include a visual arrangement of graphical elements that each display periodically, occasionally, and/or continuously updated information from the application, when a full user interface of the application is not displayed.

    POWER-EFFICIENT DYNAMIC APPLICATION CONTENT DISPLAY FOR ELECTRONIC DEVICES

    公开(公告)号:EP4513302A2

    公开(公告)日:2025-02-26

    申请号:EP24217821.8

    申请日:2022-05-27

    Applicant: Apple Inc.

    Abstract: Aspects of the subject technology relate to power consuming processes of electronic devices. For example, an electronic device may create, initiate, and/or modify a power consuming process of the electronic device, based in part on user power consumption information that indicates a typical amount of power consumed by a user of the electronic device. The electronic device may recommend increases in power consumption for low power consumption users and/or decreases in power consumption for high power consumption users. A power consumption process may include a visual arrangement of graphical elements that each display periodically, occasionally, and/or continuously updated information from the application, when a full user interface of the application is not displayed.

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