machine learning as a design material

I reflect on my experience designing machine learning systems and articulate the challenges and know-hows of partnering design and data science expertise, processes and mindsets.

The role of design in developing machine learning products
Qian Yang. 2017. The Role of Design in Creating Machine-Learning-Enhanced User Experience. In The AAAI 2017 Spring Symposium on Designing the User Experience of Machine Learning Systems Technical Report SS-17-04, 406–411.  >> pdf
Other wonderful papers of AAAI'17S Sympodium on UX of Machine Learning are available here.
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