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.

Publications
2017
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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