Microsoft Technology Licensing, LLC

Konstantinos Aisopos

Emmanouil Koukoumidis

Brian C Beckman

Sumit Kumar

Di Li

Ying Wang

Qi Yao

Oussama Elachqar

Maria Alexandropoulou

A system provides emotionally and intellectually relevant responses to user queries received by a chatbot instantiated by a computing device. The system also receives user data associated with the user query. The user query is communicated to a first supervised machine learning model to obtain a first plurality of ranked responses. The system also communicates the received user data to a second supervised machine learning model to obtain a first plurality of emotions associated with the user data. The system then determines determine a second plurality of emotions for the first plurality of responses and re-ranks the first plurality of responses based on a comparison of the first plurality of emotions and the second plurality of emotions. The system then selects a response to the user query from the re-ranked responses and outputs the selected response using the chatbot instantiated by the computing device.

Emotional intelligence for a conversational chatbot

An application programming interface is provided that allows applications to request and receive distance measurements from multiple proximity sensors arranged on a computing device such as a smart phone or tablet. Users can input ranges of values to the applications by moving objects such as hands and fingers towards and away one or more of the multiple proximity sensors. Applications can use the ranges of values provided by the proximity sensors to allow for more nuanced and precise user interfaces than what is typically available using the binary output associated with a capacitive display. The values provided by the proximity sensors can be combined with values from one or more other sensors such as accelerometers to provide additional user interface options.

Proximity sensor-based interactions

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Bellevue, WA, United States of America

Konstantinos Aisopos