Microsoft Technology Licensing, LLC

Bradley Wethington

Ahmed Hassan Awadallah

Imed Zitouni

Aidan C Crook

Kyle Mark Williams

Examples of the present disclosure describe systems and methods of identifying good and bad abandonment using gesture movement. In aspects, user feedback signals may be received by a client device in response to the viewing and/or navigation of query results. The feedback signals may be provided to a framework for determining and/or analyzing query abandonment. The framework may identify gesture data in the feedback signals and extract feature data from the gesture data. The feature data may be provided to a metrics component to determine metrics and/or satisfaction values for the feature data. The metrics and/or feature data may be used to train a predictive model to identify good abandonment in query results.

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Seattle, WA, United States of America

Bradley Wethington