Qian Yang|Alex Scuito|John Zimmerman|Jodi Forlizzi|Aaron Steinfeld
Investigating How Experienced UX Designers Effectively Work with Machine Learning
Carnegie Mellon University|Carnegie Mellon University|Carnegie Mellon University|Carnegie Mellon University|Carnegie Mellon University
machine learning ml plays increasingly important role improving users experience however ux practitioners face challenges understanding mls capabilities envisioning might interviewed 13 designers many years experience designing ux mlenhanced products services probed characterize practices shared view ml experts think learning ml would make better designers instead participants appeared successful engaged ongoing collaboration data scientists help envision make embraced datacentric culture discuss implications findings terms ux education opportunities additional design research support ux designers working ml