Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for integrating web services in shell constructs are provided. Web browsing data, application activity data, and/or device data for a user may be received. A machine learning model may be applied to the data. One or more recommendations may be surfaced based on application of the machine learning model to the data. The recommendations may comprise one or more of: recommendations to install applications; recommendations to add service extensions; recommendations to pin and/or add a shortcut to a website; and/or recommendations to add platform integration services amongst multiple devices.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for integrating web services in shell constructs are provided. Web browsing data, application activity data, and/or device data for a user may be received. A machine learning model may be applied to the data. One or more recommendations may be surfaced based on application of the machine learning model to the data. The recommendations may comprise one or more of: recommendations to install applications; recommendations to add service extensions; recommendations to pin and/or add a shortcut to a website; and/or recommendations to add platform integration services amongst multiple devices.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for surfacing collaborative recommendations in relation to topically classified resources are presented. Resources may be topically classified based on application of natural language processing and machine learning models. Relationships amongst users that own, authored and/or edited the resources may be identified. Recommendations may be surfaced based on topical and/or user characteristic overlap associated with the resources. The recommendations may relate to group collaboration on resource creation, sharing of related resources, incorporating related resources in existing resources, and/or recommending group creation and/or collaboration associated with resource topics.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for assisting with event execution are provided. Data from a productivity application associated with a user may be analyzed. A significant life event associated with the user may be identified based on the analysis. A plurality of sources that each have at least one recommendation for executing a type of event corresponding to the significant event may be identified. An itinerary template for the significant life event may be generated from a plurality of the recommendations. The itinerary template may be surfaced. Additional examples of the present disclosure relate to identifying relevant applications for download to a user's device managed by an administrator device.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for assisting with event execution are provided. Data from a productivity application associated with a user may be analyzed. A significant life event associated with the user may be identified based on the analysis. A plurality of sources that each have at least one recommendation for executing a type of event corresponding to the significant event may be identified. An itinerary template for the significant life event may be generated from a plurality of the recommendations. The itinerary template may be surfaced. Additional examples of the present disclosure relate to identifying relevant applications for download to a user's device managed by an administrator device.

Abstract: User experience adaptation techniques are described. In one or more implementations, an apparatus includes a connection portion configured to be removably physically and communicatively with a computing device, a housing physically connected to the connection portion and providing an outer surface having one or more characteristics that are viewable by a user, and memory disposed within the housing and configured to communicate data to the computing device via the connection portion, the data usable by the computing device to dynamically adapt a user interface displayable by a display device of the computing device to mimic the one or more physical characteristics of the housing.

Abstract: One or more techniques and/or systems are provided for providing personal assistant information. For example, a primary device (e.g., a smart phone) may establish a communication channel with a secondary device (e.g., a television that lacks digital personal assistant functionality). The primary device may receive a context associated with a user (e.g., a user statement “show weather on my television”). The primary device, which may be enabled with the digital personal assistant functionality or access to such functionality, may invoke the digital personal assistant functionality to evaluate the context to generate a personal assistant result (e.g., local weather information). The personal assistant result may be provided from the primary device to the secondary device for presentation to the user. In this way, the secondary device appears to provide digital personal assistant functionality even though the secondary device does not comprise or have access to such functionality.

Abstract: Inference based event notification techniques are described. In one or more implementations, user preferences are inferred based on monitored interaction of the user with at least one computing device. One or more events are located that correspond to the inferred user preferences and are likely to be available to the user based on an examination of a calendar of the user that is performed automatically and without user intervention. An option is output in a user interface that is selectable by a user to obtain credentials to attend the located one or more events.

Abstract: This document describes techniques and apparatuses enabling gesture-based authentication without retained credentialing gestures. The techniques are capable of determining an identifier for a credentialing gesture where the identifier can be reproduced on receiving a similar authentication gesture at a later time. The identifier for the credentialing gesture can be encrypted, sent to a secure authentication entity, and then, when an authentication gesture is received, an identifier for the authentication gesture can also be determined, encrypted, and sent to the secure authentication entity. If the secure authentication entity determines that the encrypted identifiers match, the user is authenticated.

Abstract: This document describes techniques and apparatuses enabling gesture-based authentication without retained credentialing gestures. The techniques are capable of determining an identifier for a credentialing gesture where the identifier can be reproduced on receiving a similar authentication gesture at a later time. The identifier for the credentialing gesture can be encrypted, sent to a secure authentication entity, and then, when an authentication gesture is received, an identifier for the authentication gesture can also be determined, encrypted, and sent to the secure authentication entity. If the secure authentication entity determines that the encrypted identifiers match, the user is authenticated.

Abstract: In one embodiment, a picture signature password system may use a picture signature password to determine access to a computing device or service. A display screen 172 may display a personalized digital image 310. A user input device 160 may receive a user drawing set executed by a user over the personalized digital image 310. A processor 120 may authenticate access to the user session if the user drawing set matches a library drawing set associated with the user.

Abstract: User experience adaptation techniques are described. In one or more implementations, an apparatus includes a connection portion configured to be removably physically and communicatively with a computing device, a housing physically connected to the connection portion and providing an outer surface having one or more characteristics that are viewable by a user, and memory disposed within the housing and configured to communicate data to the computing device via the connection portion, the data usable by the computing device to dynamically adapt a user interface displayable by a display device of the computing device to mimic the one or more physical characteristics of the housing.

Abstract: The claimed subject matter provides for systems and/or methods for accessing and/or updating files by a first application in which the first application does not have direct accessibility to said file. In some embodiments, file host applications that are not directly accessible to said first application may be connected to through a file picker extensibility point that enable the first application to acquire files through an operating system user experience. In these various embodiments, the system may provide for one or more of the following functionalities: (1) refreshing content that is controlled by a file host application; (2) updating content that is controlled by a file host application; (3) exporting files from an application to a file host application; (4) a user interface for export operations and file host application intervention and (5) a file host extensibility point provided by the operating system.

Abstract: Techniques for managing operations via a user interface are described. In implementations, a user interface is displayed that includes an option to cause serial processing of multiple operations. In response to a user selection of the option, the multiple operations are processed serially.