Methods, systems, and machine-readable media are provided to facilitate content receiver control for particularized output of content items based on intra-content metrics. Observation data, corresponding to indications of detected content receiver operations associated with a content receiver and mapped to a first set of content items, may be processed. A first set of intra-content metrics may be detected. An audiovisual pattern of intra-content metrics may be mapped based on correlating the set of observation data with the first set of intra-content metrics. A second set of content items may be processed to detect a second set of intra-content metrics. A subset of the second set of content items may be selected based on a visual category and/or an audio category of the audiovisual pattern of intra-content metrics. The subset may be specified to cause a content receiver to modify operations to record and/or output content corresponding to the subset.

Information about and access to available third party content are provided via a primary service provider programming guide. A primary service provider may allow its customers/subscribers to access third party content through the systems of the primary service provider upon selection of a given third party content item from the primary service provider programming guide. The third party content may be provided as a full screen overlay over content presently being displayed and viewed from the primary service provider, or the third party content may be provided via a picture-in-picture inset either on the full screen or inside the displayed programming guide. Third party content offered via the primary service provider programming guide may be based on a recommendation of content in view of preferences and profile information for the customer/subscriber.

Systems and methods for generating and displaying groupings of content recommendations using personas are provided. The system determines content for each of the plurality of personas. The determined content for each of the plurality of personas comprises content that shares a common genre or theme for each persona. The system populates each of the plurality of personas using the determined content for each of the plurality of personas. The system then causes display of at least some of the plurality of personas on a viewing device of a user. The at least some of the plurality of personas is selected for the user based on device data corresponding to the user, whereby the device data indicates user preferences and interactions with previous content.

A media switch enables a terminal to access content by receiving a content request from a terminal for a first piece of content to be distributed over a cable system, identifying.sup., a personal channel within resources available in the cable system to distribute the first piece of content to the terminal, transmitting access information to the terminal to enable the terminal to access the first piece of content through the personal channel, and interfacing with a cable headend to provide the first piece of content on the personal channel.

A user device includes a viewer tracking module that tracks viewer events to form a viewer tracking log and a recommendation module that generates a timeslot viewing profile based on the viewer tracking log. The timeslot viewing profile includes television programs watched previously and a prioritized timeslot series profile determined by summing and prioritizing the count of a plurality of watched programs in a series. The recommendation module compares the timeslot viewing profile of available television programs during the timeslot, generates a first content recommendation list of available television programs, receives related content identifiers for related content that identify content that is available and is related to the television programs of the first content recommendation, and, based on the related content identifiers, generates a second content recommendation list including content that is available during the timeslot different from the first content recommendation list.

Processes, systems and devices are described to enhance the television or other media viewing experience based upon excitement data that is associated with the program. Excitement data can be used to identify the most exciting portions of media programs, therefore allowing for improved identification of programs or portions of programs for viewing, streaming, recording or other purposes.

A multimodal recommendation identification system analyzes data describing a sequence of past content item interactions to generate a recommendation for a content item for a user. An indication of the recommended content item is provided to a website hosting system or recommendation system so that the recommended content item is displayed or otherwise presented to the user. The multimodal recommendation identification system identifies a content item to recommend to the user by generating an encoding that encodes identifiers of the sequence of content items the user has interacted with and generating encodings that encode multimodal information for content items in the sequence of content items the user has interacted with. An aggregated information encoding for a user based on these encodings and a system analyzes the content item sequence encoding and interaction between the content item sequence encoding and the multiple modality encodings to generate the aggregated information encoding.

The present disclosure provides a system and method for switching to a real time, dynamic, adaptive and non-sequentially assembled video during streaming of a live video. The method includes fetching an interest profile of a user. The fetching of the interest profile is done based on one or more interactive behaviors of the user. Further, the method includes recommending a set of video recommendations to the user. The method includes assembling one or more logical cluster of mapped fragments of one or more tagged videos virtually to obtain an assembled video. The method includes rendering the assembled video. In addition, the method includes switching the live video to the assembled video dynamically in the real time.

Methods and systems are disclosed herein for a media guidance application that alerts a user to the appearance of objects in media content that may be of interest to the user. For example, as media content progresses, the media guidance application may determine objects that may interest a user. The media guidance application may record the number of determined objects and present the number to the user as well as supplemental content associated with each object.

In various embodiments, an optimization engine regenerates items included in an interactive page while the user is interacting with the interactive page. In operation, an optimization engine displays a portion of the interactive page during a viewing session. Subsequently, the optimization engine computes a probability distribution for the viewing session over a set of interests based on model parameters and operations performed by the user during the viewing session. The optimization engine then regenerates items that are included in a second portion of the interactive page based on the probability distribution for the viewing session. The optimization engine displays a least a part of the resulting regenerated interactive page. Advantageously, by regenerating items included in the interactive page based on operations performed by the user during the viewing session, the optimization engine reduces the time required for the user to view an item that piques an interest.