Microsoft Technology Licensing, LLC

Tore L Sundelin

James Edelen

John Michael Winn

Jorge Pereira

James Charles Kleewein

Alexander Wetmore

Fernando Garcia

Yordan Ivanov Rouskov

Carl Melvin Ellison

Wei-Quiang Michael Guo

Bradford R Clark

Lynn Ayres

Pui-Yin Winfred Wong

Sarah Faulkner

Gleb Kholodov

Larry Zhu

Mrigankka Fotedar

John Winn

User insights derived from communication data may be provided. Communications associated with a user may be collected and analyzed to derive insights about the user. The insight may then be provided to the user, such as for modifying an application functionality, creating a message processing rule, providing new information to the user, and updating an application display or user interface.

Data mining electronic communications

A system is provided for automatically predicting actions a user is likely to take in response to receiving data. The system may be configured to monitor and observe a user's interactions with incoming data and to identify patterns of actions the user may take in response to the incoming data. The system may enable a trainer component and a classifier component to determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user and the identified pattern of the user's actions. The system may also be configured to continuously observe the user's actions to fine-tune and adjust the identified patterns of user actions and to update the probabilities of likely user actions in order increase the accuracy of the predicted user action in response to incoming data.

Prediction of user response actions to received data

A message is delivered to an external indexing service when a link is located within a given communication. The message includes a request to index content contained within the link to ensure that the link is indexed. When a keyword search query is performed within the communication system, both a local index and an external index associated with the external indexing service are queried. Results from the query are merged and surfaced.

Searching linked content using an external search system

Each member of a group contributes to and calculates a new shared value. A distributed shared value algorithm is used to reach unanimous agreement on a shared value, such that every group member can use the new shared value as soon as it is changed. The distributed shared value agreement methodology operates without the selection of a leader. Each group member performs the distributed shared value agreement methodology and computes the new shared value using one or more of the contributions from the group members in such a way that no one member coerces the resulting shared value.

Distributed algorithm for changing a shared value

Triaging electronic communications in a computing system environment can mitigate issues related to large volumes of incoming electronic communications. This can include an analysis of user-specific electronic communication data and associated behaviors to predict which communications a user is likely to deem important or unimportant. Client-side application features are exposed based on the evaluation of communication importance to enable the user to process arbitrarily large volumes of incoming communications.

Electronic communications triage using recipient's historical behavioral and feedback

Systems, computer-implemented methods, and computer-readable media for establishing an online account with a resource provider are provided. An authentication token including identification of a user from an authentication server is received. The identification of the user from the authentication token is utilized to establish an online account for the user with the resource provider. Additional credentialing information from the user for the online account is received. The additional information received from the user is associated with the online account for the user with the resource provider.

Identity ownership migration

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Duvall, WA, United States of America

Tore L Sundelin