machine-learning-ready UI pattern

Every day people use machine learning enhanced mobile apps. However envisioning apps with intelligent adaptations is not a regular part of UX design. I address how designers should prepare the interfaces for machine learning commence so that (1) user experience can be improved intelligently; (2) user interactions in the wild can provide ready sources for data science.

traditional wireframes
machine-learning-ready wireframes
Design patterns and wireframe deliverables of machine-learning-friendly UI
Q. Yang, J. Zimmerman, A. Steinfeld, A. Tomasic. 2016. Planning Adaptive Mobile Experiences When Wire-framing. to appear in the Proceedings of DIS'16, Brisbane, Australia, Jun 2016.  >> pdf

** This work is disclosed as patent invention. All rights reserved.
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