Abstract: Non-limiting examples of the present disclosure describe surfacing a representation of digital artifacts for a user. An operation context associated with a user is identified. The operational context may correspond with an electronic document that is accessed through a productivity application. One or more of a plurality of digital artifacts may be identified based on the identified operational context. An exemplary representation of the one or more digital artifacts is surfaced through a user interface. An exemplary user interface may be a user interface of a productivity application, for example, where the electronic document is being accessed through the productivity application. In alternative examples, an exemplary user interface may be associated with a home service that is executed in association with an operating system (OS). In some instances, an operational context may change resulting in an update to an exemplary representation of digital artifacts. Other examples are also described.

Abstract: The described implementations relate to tunable predicate discovery. One implementation is manifest as a method for obtaining a data set and determining anomaly scores for anomalies of an attribute of interest in the data set. The method can also generate a ranked list of predicates based on the anomaly scores and cause at least one of the predicates of the ranked list to be presented.

Abstract: Non-limiting examples of the present disclosure describe surfacing a representation of digital artifacts for a user. An operation context associated with a user is identified. The operational context may correspond with an electronic document that is accessed through a productivity application. One or more of a plurality of digital artifacts may be identified based on the identified operational context. An exemplary representation of the one or more digital artifacts is surfaced through a user interface. An exemplary user interface may be a user interface of a productivity application, for example, where the electronic document is being accessed through the productivity application. In alternative examples, an exemplary user interface may be associated with a home service that is executed in association with an operating system (OS). In some instances, an operational context may change resulting in an update to an exemplary representation of digital artifacts. Other examples are also described.

Abstract: A method for multimedia content generation includes receiving a textual input, and automatically retrieving from one or more media databases a plurality of media items that are relevant to the textual input. User input, which selects one or more of the automatically-retrieved media items and correlates one or more of the selected media items in time with the textual input, is received. A video clip, which includes an audio narration of the textual input and the selected media items scheduled in accordance with the user input, is constructed automatically.

Abstract: The described implementations relate to tunable predicate discovery. One implementation is manifest as a method for obtaining a data set and determining anomaly scores for anomalies of an attribute of interest in the data set. The method can also generate a ranked list of predicates based on the anomaly scores and cause at least one of the predicates of the ranked list to be presented.

Abstract: A method for multimedia content generation includes receiving a textual input, and automatically retrieving from one or more media databases a plurality of media items that are relevant to the textual input. User input, which selects one or more of the automatically-retrieved media items and correlates one or more of the selected media items in time with the textual input, is received. A video clip, which includes an audio narration of the textual input and the selected media items scheduled in accordance with the user input, is constructed automatically.

Abstract: Methods and systems provide an operating system-based user authentication service that operates independently of a computing device or software application requiring verification of a user's identity to operate the device or utilize functionality of the software application. A given software application for providing functionality to a user or for allowing a user to operate a desired computing device calls the operating system-based authentication service for verifying the user's identity to use the software application functionality or to operate the desired computing device. If the user's identity is verified by the authentication service, the application is notified, and the user is allowed to operate the device or utilize the desired application functionality.