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May AI? Design Ideation with Cooperative Contextual Bandits

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

ACM SIGCHI Courses Machine Learning Courses

Course Description

Overview

Explore a 20-minute conference talk from the ACM CHI Conference on Human Factors in Computing Systems that introduces cooperative contextual bandits (CCB) as a machine-learning method for interactive design ideation support. Discover how CCB can learn to propose domain-relevant contributions and adapt exploration/exploitation strategies in digital mood board design. Learn about a CCB-augmented tool that suggests inspirational materials, explores and exploits them with designers, and explains its suggestions to aid reflection. Gain insights from a controlled study where professional designers evaluated the tool's effectiveness in supporting creative activities while maintaining full outcome control.

Syllabus

May AI? Design Ideation with Cooperative Contextual Bandits


Taught by

ACM SIGCHI

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