A system (100) for context driven processing of multimedia content (402) on an edge device (104) is presented. The system (100) includes an acquisition subsystem (404). Furthermore, the system (100) includes a processing subsystem (406) that includes a context aware artificial intelligence platform (408) configured to generate context characteristics based on user characteristics, edge device characteristics, and multimedia characteristics, retrieve a model (324, 412) based on the context characteristics, identify processing steps based on the model (324, 412), the context characteristics, or both, where the processing steps are used to perform context driven processing of input multimedia content (402) on the edge device (104), select, based on the model (324, 412), the context characteristics, or both, one or more target processing units (100) to perform the processing steps, and execute the processing steps on the selected target processing units (418, 420, 422, 424, 426) to generate improved output multimedia content. The system (100) includes an interface unit (428, 430) configured to provide, on the edge device (104), the improved output multimedia content.

In one aspect, a method includes determining a content-modification operation channel-change rate for a group of content-presentation devices having a common content-presentation device attribute; comparing the content-modification operation channel-change rate with a baseline channel-change rate; determining that a result of the comparing satisfies a threshold condition; and based on determining that the result of the comparing satisfies the threshold condition, preventing at least one content-presentation device of the group of content-presentation devices from carrying out a future content-modification operation.

In one aspect, a method includes identifying an upcoming content modification opportunity on a channel. The method also includes responsive to identifying the upcoming content modification opportunity on the channel, identifying a group of multiple content-presentation devices tuned to the channel. The method also includes for each content-presentation device in the identified group, determining a respective probability of that content-presentation device successfully performing a respective content-modification operation in connection with the identified upcoming content modification opportunity on the channel. The method also includes using at least the determined probabilities as a basis to select, from among the content-presentation devices in the identified group, a subgroup of content-presentation devices. The method also includes performing actions that facilitate causing each of at least some of the content-presentation devices in the selected subgroup to perform a respective content-modification operation in connection with the identified upcoming content modification opportunity on the channel.

Systems and methods are described for displaying media content. Media content is displayed on user equipment. A scheduled break in the display of the media content is determined using control circuitry. One or more first parameters of the media content are determined for a predetermined period preceding the scheduled break using control circuitry. Additional media content having one or more second parameters corresponding to the one or more first parameters of the media content is selected from memory. The additional media content is displayed on the user equipment during the scheduled break in the display of the media content.

Aspects of the subject disclosure may include, for example, generating a video scene adapted to establish an ambiance setting and providing the video scene to equipment of a user for presentation at a display device. A visual focus is detected of the user towards presentation of the video scene displayed proximate to the user and the video scene is modified responsive to the visual focus. The modifying of the video scene is adapted to discourage visual focus of the user towards the presentation of the video scene. Other embodiments are disclosed.

A display apparatus includes presence detection circuitry for detecting an individual in proximity to the display apparatus; a display for displaying video content and a user interface; a processor in communication with the user input circuitry, the display, and the search history database; and non-transitory computer readable media in communication with the processor that stores instruction code. The instruction code is executed by the processor and causes the processor to: a) determine, from the presence detection circuitry, a user in proximity of the display apparatus; b) determine one or more program types associated with the user; c) determine available programs that match the predicted one or more programs; and d) update the user interface to depict a listing of one or more of the available programs that match the predicted one or more programs.

A computing system is configured to execute a computer program on a server and to provide a video stream of the program output to a geographically remote client over a communication network. An add-on manager is provided to facilitate the use of add-ons to extend the functionality of the computer program. The add-on manager is responsive to commands received from the client and is configured to associate individual add-ons and add-on data with specific user accounts. The add-ons can be located on the server or some other location remote from the client.

Aspects of the subject disclosure may include, for example, generating a video scene adapted to establish an ambiance setting and providing the video scene to equipment of a user for presentation at a display device. A visual focus is detected of the user towards presentation of the video scene displayed proximate to the user and the video scene is modified responsive to the visual focus. The modifying of the video scene is adapted to discourage visual focus of the user towards the presentation of the video scene. Other embodiments are disclosed.

A process for operating an electronic computing device to assign video streams to watcher devices. The electronic computing device detects objects of interest within a field-of-view of a camera as a function of incident context information. The electronic computing device obtains video display characteristics associated with watcher devices and further determines, based on respective positions of the objects of interest within the field-of-view, a plurality of sub-regions each enclosing at least one of the detected objects of interest and having one or more video attributes. The electronic computing device then assigns, based on the video display characteristics associated with the watcher devices and the video attributes of the sub-regions, each of the sub-regions to a respectively selected one of the watcher devices. The video streams respectively captured corresponding to each of the assigned sub-regions of interest are then transmitted to the respectively selected one of the watcher devices.

A method includes providing a variant playlist file that identifies a plurality of variant streams each corresponding to a different encoding of a same media presentation; tracking a first set of media segments encoded at a first bitrate that correspond to a first playlist file for a first variant stream associated with the variant playlist file; responsive to a second encoded bitrate associated with a second set of media segments that correspond to a second variant stream being higher than the first encoded bitrate: determining a number of media segments to include in a plurality of media segments from the second set of media segments that correspond to the first set of media segments; and providing, to the client device, a second playlist file that identifies a plurality of media segments from the second set of media segments that correspond to respective ones of the first set of media segments.