International Business Machines Corporation

Alexander Joseph Abell

Zachary A Silverstein

Jennifer M Hatfield

Logan Bailey

In several approaches, a processor feeds an interaction by a user into a recurrent neural network (RNN) model. A processor identifies, using the RNN model trained to identify a specific workflow based on the interaction, an in-process workflow of the user. A processor predicts, using the RNN model, a next interaction of the user based on a next expected step in the in-process workflow. A processor performs at least one optimization function related to the next interaction of the user including at least one of autofocusing on a next user interface (UI) element associated with the next expected step in the in-process workflow, snapping a text cursor to the next UI element associated with the next expected step in the in-process workflow, and providing a UI prompt with a link to the next UI element associated with the next expected step in the in-process workflow.

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Conshohocken, PA, United States of America

Alexander Joseph Abell