Systems, devices, media, and methods are presented for identifying emerging viewing patterns for visual media such as still images and videos. Emerging viewing patterns are identified by identifying visual tags for visual media viewed by users, selecting a subset of the tags by applying a taxonomy-based filter, generating pattern candidates from the subset, evaluating consumption metrics for each of the generated patterns, and ranking the generated pattern candidates responsive to the consumption metrics to identify emerging viewing patterns for the users.

Methods, apparatus, systems and articles of manufacture are disclosed to identify user presence to a meter. An example apparatus includes memory, instructions, and at least one hardware processor to execute the instructions to at least: obtain presence information from a configuration device, the configuration device separate from the apparatus, the presence information indicating that user is present at the apparatus; verify the presence information matches user information, the user information stored in a memory of the apparatus; cause a confirmation prompt to be displayed on the configuration device, the confirmation prompt to indicate the presence information was obtained by the apparatus; and store the presence information in memory.

Methods and apparatus to apply household-level weights to audience measurement data at a household-member level are disclosed. An example method to determine demographics of populations to measure media audiences of populations includes determining demographics for members of a first household of a sub-population. First demographics of a first member of the first household are different than second demographics of a second member of the first household. The example method includes calculating a first household-level weight for the first household based on a demographics distribution of the sub-population and aggregate demographics of a population. The example method includes applying the first household-level weight to the first demographics of the first member, applying the first household-level weight to the second demographics of the second member, and estimating a demographics distribution of the population to measure a media audience of the population based on the weighted first demographics and the weighted second demographics.

Methods, apparatus, systems and articles of manufacture are disclosed for a window-metric rule for return path data (RPD). In some examples, a media monitor is to determine a first count of a number of devices in a first household that reported RPD for a first day, and compare the first count to a current window-metric, the current window-metric associated with a window of time for the first household, the window of time associated with a content provider and having N number of days. In some examples, the media monitor is also to exclude the RPD from the first household for the first day when the first count does not satisfy the current window-metric, and generate a media exposure report using the RPD from the first household for the first day when the first count satisfies the current window-metric, independent of if the first household has heartbeat data available.

A multi-media presentation system includes an input subsystem operable to collect data including an unassisted data input of a viewer from within a natural, unaided sensing range of the viewer; a storage subsystem with a multiple of storage subsystems operable to store the data including the unassisted data input in a storage subsystem in a manner associated with a preference; and a server subsystem operable to selectively display a multi-media presentation in accordance with the preference.

A live streaming system 10 identifies, with regard to a plurality of users each wearing an HMD 100 to watch same content, types of emotions that the plurality of users are experiencing based on information associated with the plurality of users, the information being detected by a predetermined apparatus. The live streaming system 10 generates, as an image to be displayed on the HMD 100 of a certain user of the plurality of users, an image including the content and at least one of a plurality of avatars corresponding to the plurality of users. The live streaming system 10 changes display appearances of the plurality of avatars depending on the types of emotions that the plurality of users are experiencing.

Methods, apparatus, systems, and articles of manufacture are disclosed for measuring engagement during media exposure. An example apparatus includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to identify media presented via a media device in a media presentation environment, identify ambient audio detected in the media presentation environment, determine whether the ambient audio is distractive to presentation of the media in the media presentation environment, and adjust a media exposure report based on a determination that the ambient audio is distractive.

Provided are systems and methods for providing content identified in a playlist associated with a profile. A content consumption system monitors a profile and determines a segment of a content item that is of interest to the profile. The segment of the content item is added to a playlist, which can then be looped.

Aspects of the subject disclosure may include, for example, a device including a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations of identifying a user of the device; sending a record of content downloaded from a content provider by the device to a distributed virtual agent; and receiving an advertisement via the content provider, wherein the advertisement is selected by an ad fulfillment service responsive to information provided by the distributed virtual agent. Other embodiments are disclosed.

Implementations disclose methods and systems for providing a media item at an adjusted playback. A method includes receiving, from a first user device, a playback request from a first user for a first media item including one or more portions of media content; determining an adjusted playback for at least one portion of the first media item that is different than a default playback for the at least one portion of the first media item. The determining is based on previous playback behavior of one or more users in relation to one or more media items that each included one or more portions of media content corresponding to the one or more portions media content of the first media item; and causing the at least one portion of the first media item to be rendered on the first user device at the adjusted playback.