Content personalization based on reinforcement learning

    公开(公告)号:US12206944B2

    公开(公告)日:2025-01-21

    申请号:US18102573

    申请日:2023-01-27

    Abstract: Methods and systems are provided herein for providing media asset recommendations to a user based on user input in real time and using a reinforcement learning model or media asset recommendation model. The model includes a plurality of states, each having a set of media asset recommendations, a plurality of available user input options, and a state value. During a browsing session, a first set of media asset recommendations is provided to a user based on a current state corresponding to the browsing session. The user then selects a user input option, and a second set of media asset recommendations is determined based on the received user input option. The second set of media asset recommendations is then provided to the user during the browsing session.

    Methods and systems for separate delivery of segments of content items

    公开(公告)号:US12200281B2

    公开(公告)日:2025-01-14

    申请号:US18219989

    申请日:2023-07-10

    Abstract: Systems and methods are described herein for transmitting a content item to a user device using multiple delivery protocols. The system receives, at a content source, a request for the content item from the user device. The system splits a digital stream of the content item into a first video signal and a second video signal. The system then transmits, via a unicast server, the first video signal for the content item to the user device, and transmits, via a multicast server, the second video signal for the content item to the user device. The system then causes for presentation on the user device the first video signal followed by the second video signal. In other embodiments, the system is optimized between the unicast delivery of a content item and a peer-to-peer delivery.

    Methods and systems for personalized content based on captured gestures

    公开(公告)号:US12167081B2

    公开(公告)日:2024-12-10

    申请号:US17326593

    申请日:2021-05-21

    Abstract: Systems and methods are presented for providing personalized content based on gestures, in order to provide a seamless and user-driven feedback capture platform that captures user gestures and provides improved personalized content. The system captures biometric data from the user during the presentation of a first content item from a first content source. The system identifies the feedback indicator from the biometric data captured during the output of the first content item and stores an identifier of the second content item associated with the first content item in the master list. The system generates the master list for display and, in response to receiving a selection of the identifier of the second content item, retrieves for output the second content item from the second content source on the user device.

    Systems and methods for targeting advertisements based on conversations

    公开(公告)号:US12159297B2

    公开(公告)日:2024-12-03

    申请号:US17382750

    申请日:2021-07-22

    Abstract: Systems and methods are provided for presenting an advertisement to a first participant of a plurality of participants of a conversation based on interests of other participants of the conversation. The conversation is monitored and a profile of the first participant is accessed. An interest category of a first interest term included in the profile is identified. A second interest term is identified from a portion of the conversation provided by a second participant of the plurality of participants. In response to determining that the second interest term is different from the first interest term and that the second interest term is in the identified interest category, an advertisement matching the second interest term is identified and generated for presentation on user equipment of the first participant.

    Systems and methods for aggregating content identifiers in a super-interface

    公开(公告)号:US12126867B2

    公开(公告)日:2024-10-22

    申请号:US18234479

    申请日:2023-08-16

    CPC classification number: H04N21/4532 H04N21/25891 H04N21/44222 H04N21/4668

    Abstract: Systems and methods are described for generating a super-interface that aggregates content identifiers from different content sources. A super-interface is generated for display. The super-interface comprises a first interface that comprises a first plurality of content items available from a first content source and a second interface that comprises a second plurality of content items available from a second content source. The second content source is different from the first content source. The first interface and the second interface are simultaneously accessible to a first device. A user preference is detected based on a user interaction with the first interface. The second interface is automatically updated to comprise identifiers of a third plurality of content items that are available from the second content source. The third plurality of content items is selected based on the detected user preference from the user interaction with the first interface.

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