There is provided an information processing device including a display control unit configured to display pieces of content at a first position of a screen, a condition setting unit configured to set a clustering condition for the pieces of content in accordance with a user operation, and a clustering unit configured to classify the pieces of content into a cluster in accordance with the clustering condition. The display control unit moves a display of the pieces of content from the first position toward a second position corresponding to the cluster.

Disclosed herein are methods and systems that allow users to report traffic violations and obtain information concerning reported violations using mobile devices. In one embodiment, a method comprises receiving, at a server, one or more images or videos captured by a mobile device of an offending vehicle committing a potential traffic violation and an extended metadata tag; storing the one or more images or videos and the extended metadata tag as unstructured content in a content lake; generating database tables on top of the content lake; receiving a request from another mobile device to view traffic violation content; querying the database tables and retrieving at least one of the one or more images or videos of the offending vehicle committing the potential traffic violation from the content lake; and generating a GUI to be displayed via the other mobile device showing the traffic violation content.

Systems and methods are described herein for generating a timeline of media assets on a media guidance application that dynamically adjusts the timeline of related media assets associated with the media asset selected by a user, by comparing keywords. In another embodiment, the systems and methods are described for masking portions of headline of the media asset for increasing interests in selecting the media asset.

Digital content search techniques are described. In one example, the techniques are incorporated as part of a multi-head self-attention module of a transformer using machine learning. A localized self-attention module, for instance, is incorporated as part of the multi-head self-attention module that applies local constraints to the sequence. This is performable in a variety of ways. In a first instance, a model-based local encoder is used, examples of which include a fixed-depth recurrent neural network (RNN) and a convolutional network. In a second instance, a masking-based local encoder is used, examples of which include use of a fixed window, Gaussian initialization, and an adaptive predictor.

The present disclosure generally relates to navigating a collection of media items. In accordance with one embodiment, in response to receiving an input, a device displays a first view of a collection of media items, including concurrently displaying a representation of a first time period and a representation of a second time period. In accordance with a determination that a current time is associated with a first recurring temporal event: the representation of the first time period includes a first representative media item and the representation of the second time period includes a second representative media item. In accordance with a determination that the current time is associated with a second recurring temporal event, the representation of the first time period includes a third representative media item and the representation of the second time period includes a fourth representative media item.

Systems and methods for receiving a set of media content items including a geohash defining a captured time and a captured location of the media content item, identifying a first subset of media content items from the set of media content items comprising a geohash that equals a precision level threshold, and identifying a second subset of media content items from the set of media content items that include a geohash that exceeds the precision level threshold. The system also includes generating a timeline media content item collection including the second subset of media content items each including a geohash that exceeds the precisions level threshold, and causing display of a media content collection interface, the media content collection interface including the timeline media content item collection.

A media presentation system ingests and stores media data for recordings (e.g., of events such as meetings, presentations, conferences) and provides short sections of media known as clips, that reference ranges of the full recording, with all clips referencing the same underlying media data stored by the system. The system also enables embedding of any number of arbitrarily sized (e.g., by time and dimensions) clips in a web page or document.

The system and methods described herein provide content recommendations to user equipment timed to reduce interruption of content. A content recommendation application detects output of first content and determines viewing metrics for the first content. Using the determined viewing metrics, the content recommendation application determines whether output of a content recommendation should be blocked. In response to determining that the viewing metrics indicate output of the content recommendation should be blocked, the content recommendation application blocks the content recommendation. Upon receiving an input changing output of the first content to output of a second content, the content recommendation application unblocks and outputs the content recommendation.

Disclosed herein are systems and methods for the presentation and marking of media modules. In different aspects, the systems and methods may allow a user to present and consume a media module, particularly a media module containing data that is typically presented in a serial manner such as audio, visual, or video media, and to create a marked media module for quickly and easily returning to a marked point of interest in the media module at a later time or on a different device.

In some implementations, a user device may access a media presentation that includes metadata describing related content item(s). The user device viewing the media presentation is allowed to access content related to portions of the media presentation at times appropriate for the particular related content item(s). The related content item(s) may be provided automatically or based on user input triggering download or copying of a particular related content item, such as to a clipboard of the user device. A computing device may generate a media presentation that includes related content item(s) as metadata in some implementations. The media presentation may be generated by recording a live presentation, assembling one or more media portions, and/or obtaining a complete media presentation and modifying the media presentation to add the related content item(s) and when, while presenting the media presentation on a user device, to allow access to the related content item(s).