Accepted Papers
Tools for Using & Understanding Machine Learning
Teachable Machine: Approachable Web-Based Tool for Exploring Machine Learning Classification
Michelle Carney, Barron Webster, Irene Alvarado, Kyle Phillips, Noura Howell, Jordan Griffith, Jonas Jongejan, Amit Pitaru, Alexander Chen
Google, UC Berkeley
TensorFlow.js: an AI platform for HCI
Na Li, Ping Yu, Daniel Smilkov, Nikhil Thorat, Ann Yuan, Yannick Assogba, Kangyi Zhang, Sandeep N. Gupta, Jason Mayes, Carrie J. Cai, Sarah Sirajuddin, Fernanda Viegas, Martin Wattenberg
Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded Approach
Sina Mohseni, Eric Ragan
Texas A&M University
Human Evaluation of Interpretability: The Case of AI-Generated Music Knowledge
Haizi Yu, James A. Evans, Lav R. Varshney
UIUC, University of Chicago
Tools for Data Collection & Analysis
Challenges and Opportunities in Data Collection and Annotation Tasks
Fabrice Matulic
Preferred Networks Inc.
Towards Natural Language Interactions for Qualitative Text Analysis
Swati Mishra, Jeffrey Rzeszotarski
Cornell University
Gaps Between "Talking Machines" and Modern Dialogue System Research
Yun-Nung V. Chen, Ting-Hao K. Huang
National Taiwan University, Pennsylvania State University
Applying AI Techniques to Game Data for Informing Agent-Based Models
Omid Mohaddesi, Tiago Machado, Casper Harteveld
Northeastern University
Human-AI Collaboration
Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents
Toby Jia-Jun Li, Jingya Chen, Tom M. Mitchell, Brad A. Myers
CMU
The Two Black Box Problem: Human-Machine Co-Learning
John Wenskovitch, Chris North
Virginia Tech
Daniel Buschek
University of Bayreuth Bayreuth
Why don’t computers improvise with us?
Brian Magerko, Duri Long
Georgia Institute of Technology
User Interface Malleability: A Goal for the Future of Intelligent Interaction
Jeffrey Nichols
Apple Research
Social and Emotion AI for Human Computer Interaction
Alessandro Vinciarelli, Dong-Bach Vo
University of Glasgow
AI for Specific Domains
Opportunities for Bayesian Network Learning in Personal Informatics Tools
Alex Okeson, James Fogarty
University of Washington
Aditeya Pandey, Yixuan Zhang, John A. Guerra Gomez, Andrea G. Parker, Michelle A. Borkin
Northeastern University, Georgia Institute of Technology
Play-Write: Towards AI-assisted Narrative Writing Support for Children
Niloofar Zarei, Sina Mohseni, Francis Quek
Texas A&M University
Viseth Sean, Deanna Hughes, LouAnne Boyd
Chapman University
AI for Adaptive Brain-Computer Interfaces: Challenges and Opportunities
Ruixue Liu, Erin Solovey
Worcester Polytechnic Institute
The Role of AI in Mixed and Augmented Reality Interactions
Tanya Jonker, Ruta Desai, Kevin Carlberg, James Hillis, Sean Keller, Hrvoje Benko
Facebook Reality Labs
Challenges for AI Approaches to Activity Recognition in Teamwork
Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Drexel University, Rutgers University, Children’s National Medical Center
AI for Design
A framework for conducting UX research on AI-driven experiences
Clara Kliman-Silver, Oliver Siy, Alison Lentz, Gregorio Convertino, Elizabeth Churchill
Using Multimodal Sensing to Improve Awareness in Human-AI Interaction
Joshua Newn
The University of Melbourne Melbourne
Arianna Yuan, Yang Li
Stanford, Google
BlackBox Toolkit: Intelligent Assistance to UI Design
Vinoth Pandian Sermuga Pandian, Sarah Suleri
Fraunhofer FIT - UCC Sankt Augustin
Can AI decrypt fashion jargon for you?
Yuan Shen, Shanduojiao Jiang, Yuliang Fan, Muhammad Rizky Wellyanto, Ranjitha Kumar
UIUC
Data-driven Intent Models for Visual Analysis Tools and Chatbot Platforms
Vidya Setlur
Tableau Research