A method for processing sensor data includes assessing the sensor data of a sensor using metadata of the sensor as well as sensor data of at least one additional sensor using the metadata of the additional sensor, in order to receive assessed sensor data of the sensors. The method further includes merging the assessed sensor data in order to receive merged sensor data.

In one embodiment, a method includes receiving at a head-mounted device a speech input from a user and a visual input captured by cameras of the head-mounted device, wherein the visual input comprises subjects and attributes associated with the subjects, and wherein the speech input comprises a co-reference to one or more of the subjects, resolving entities corresponding to the subjects associated with the co-reference based on the attributes and the co-reference, and presenting a communication content responsive to the speech input and the visual input at the head-mounted device, wherein the communication content comprises information associated with executing results of tasks corresponding to the resolved entities.

As described herein, a N-Gram index may be created and the search may be conducted using the index, which will lead to faster search results. The N-Gram index may also include partial N-Gram components to capture more relevant data. Moreover, as described herein, the search may also take into account recent log data that has not yet been indexed. Techniques for building an index store using log data and efficiently searching the index store and log data to process search requests are described herein.

As described herein, a N-Gram index may be created and the search may be conducted using the index, which will lead to faster search results. The N-Gram index may also include partial N-Gram components to capture more relevant data. Moreover, as described herein, the search may also take into account recent log data that has not yet been indexed. Techniques for building an index store using log data and efficiently searching the index store and log data to process search requests are described herein.

In one embodiment, a method includes receiving an initial input in a first modality from a first user from a client system associated with the first user, determining one or more intents corresponding to the initial input by an intent-understanding module, generating one or more candidate continuation-inputs based on the one or more intents, where the one or more candidate continuation-inputs are in one or more candidate modalities, respectively, and wherein the candidate modalities are different from the first modality, and sending instructions for presenting one or more suggested inputs corresponding to one or more of the candidate continuation-inputs to the client system.

In one embodiment, a method includes receiving an initial input in a first modality from a first user from a client system associated with the first user, determining one or more intents corresponding to the initial input by an intent-understanding module, generating one or more candidate continuation-inputs based on the one or more intents, where the one or more candidate continuation-inputs are in one or more candidate modalities, respectively, and wherein the candidate modalities are different from the first modality, and sending instructions for presenting one or more suggested inputs corresponding to one or more of the candidate continuation-inputs to the client system.

Computer-readable media, methods, and systems for comparing and migrating multiple online user accounts from multiple online platforms while reducing the probability of false mergers. At least one first online platform comprising a plurality of online accounts associated with the first online platform may be compared with at least one second online platform comprising a plurality of online accounts associated with the second online platform. The comparison further includes comparing the one or more fields of personally identifiable information associated with the first user and the one or more fields of personally identifiable information associated with the second user while excluding known improbable values. Following the comparison between the online accounts, a migration outcome may be determined for creating a new online account, migrating online accounts across online platforms, or consolidating online accounts.

Computer-readable media, methods, and systems for comparing and migrating multiple online user accounts from multiple online platforms while reducing the probability of false mergers. At least one first online platform comprising a plurality of online accounts associated with the first online platform may be compared with at least one second online platform comprising a plurality of online accounts associated with the second online platform. The comparison further includes comparing the one or more fields of personally identifiable information associated with the first user and the one or more fields of personally identifiable information associated with the second user while excluding known improbable values. Following the comparison between the online accounts, a migration outcome may be determined for creating a new online account, migrating online accounts across online platforms, or consolidating online accounts.

A method, system and computer-usable medium for performing a streaming scoring operation, comprising: receiving a stream of events, the stream of events comprising a plurality of events; ingesting the plurality of events; extracting features from the plurality of events to provide extracted features; and, generating a streaming scoring value based upon the extracted features.

A method, system and computer-usable medium for performing a streaming scoring operation, comprising: receiving a stream of events, the stream of events comprising a plurality of events; ingesting the plurality of events; extracting features from the plurality of events to provide extracted features; and, generating a streaming scoring value based upon the extracted features.