Abstract: A data processing apparatus adapted to generate a recording for a content includes: input circuitry configured to obtain image data and corresponding audio data for the content, the image data including a plurality of image frames, a plurality of machine learning models including one or more first machine learning models and one or more second machine learning models, each first machine learning model configured to obtain at least a part of the image data and trained to output respective indicator data for the plurality of image frames, each second machine learning model configured to obtain at least a part of the audio data and trained to output respective indicator data for the plurality of image frames corresponding to the at least part of the audio data, where the respective indicator data associated with an image frame is indicative of an interest score for the image frame, authoring circuitry configured to select one or more groups of image frames from the plurality of image frames in dependence upon re

Abstract: Computer-implemented systems and methods for providing contextual game guidance are described herein. An example method includes determining based on contextual information regarding an application an objective of the user; automatically deriving based on the contextual information and the objective contextual guidance to assist the user; generating a user interface having the contextual guidance; and transmitting the user interface to a client device.

Abstract: Computer-implemented systems and methods for providing contextual game guidance are described herein. An example method includes determining based on contextual information regarding an application an objective of the user; automatically deriving based on the contextual information and the objective contextual guidance to assist the user; generating a user interface having the contextual guidance; and transmitting the user interface to a client device.

Abstract: Computer-implemented systems and methods for providing contextual game guidance are described herein. An example method includes determining based on contextual information regarding an application an objective of the user; automatically deriving based on the contextual information and the objective contextual guidance to assist the user; generating a user interface having the contextual guidance; and transmitting the user interface to a client device.

Abstract: Computer implemented methods and systems for providing a uniform data platform for at least one application of a plurality of applications are disclosed. Exemplary methods include receiving application data from at least one of a device and a server, a device executing a portion of an application of a plurality of applications, storing the application data in a data platform, the data model including at least one metadata and at least one event, the one metadata corresponding to at least one object indicated in the data model, and the one event corresponding to a trigger condition associated with the one metadata entry, wherein values of the one metadata and one event are associated with a user profile and accessing via a plurality of remote networked services, the application data stored in the data platform, the plurality of remote network services accessing the application data using the data model.

Abstract: A method of estimating a time to complete a task for a user of a computer comprises: identifying a target task for which a time is to be estimated for completing the task, determining as a start point the completion of the last task completed by the user on the computer, obtaining, from data relating to a corpus of users, data for at least a subset of those users who completed the last task completed by the user before also completing the target task wherein the obtained data comprises timing data, calculating a representative time from the start point to the completion of the target task, based upon the obtained data, and implementing a predetermined action responsive to the calculated representative time.

Abstract: A data processing apparatus adapted to generate a recording for a content includes: input circuitry configured to obtain image data and corresponding audio data for the content, the image data including a plurality of image frames, a plurality of machine learning models including one or more first machine learning models and one or more second machine learning models, each first machine learning model configured to obtain at least a part of the image data and trained to output respective indicator data for the plurality of image frames, each second machine learning model configured to obtain at least a part of the audio data and trained to output respective indicator data for the plurality of image frames corresponding to the at least part of the audio data, where the respective indicator data associated with an image frame is indicative of an interest score for the image frame, authoring circuitry configured to select one or more groups of image frames from the plurality of image frames in dependence upon re

Abstract: Computer implemented methods and systems for providing a uniform data platform for at least one application of a plurality of applications are disclosed. Exemplary methods include receiving application data from at least one of a device and a server, a device executing a portion of an application of a plurality of applications, storing the application data in a data platform, the data model including at least one metadata and at least one event, the one metadata corresponding to at least one object indicated in the data model, and the one event corresponding to a trigger condition associated with the one metadata entry, wherein values of the one metadata and one event are associated with a user profile and accessing via a plurality of remote networked services, the application data stored in the data platform, the plurality of remote network services accessing the application data using the data model.

Abstract: Computer-implemented systems and methods for providing contextual game guidance are described herein. An example method includes determining based on contextual information regarding an application an objective of the user; automatically deriving based on the contextual information and the objective contextual guidance to assist the user; generating a user interface having the contextual guidance; and transmitting the user interface to a client device.