Designing the UX of Machine Learning Systems

Designing the User Experience of Machine Learning Systems was an AAAI Symposium held at Stanford University, Stanford, California from March 2729, 2017. The symposium brought together experts from a variety of disciplines, and from a variety of roles and backgrounds. Discussion centered along a number of themes: the need for better tools for exploration, experimentation and simulation around inter-system cooperation and conflict resolution; better models and practices around data cleaning, curation, management, and provenance auditing; and recommendations for how to foster deeper collaboration.