Jonathan Dodge

According to our database, Jonathan Dodge authored at least 33 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How to Measure Human-AI Prediction Accuracy in Explainable AI Systems.

Sujay Nagesh Koujalgi, Andrew Anderson, Iyadunni J. Adenuga, Shikha Soneji, Rupika Dikkala, Teresita Guzman Nader, Leo Soccio, Sourav Panda, Rupak Kumar Das, Margaret Burnett, Jonathan Dodge

CoRR, 2024

Demystifying Legalese: An Automated Approach for Summarizing and Analyzing Overlaps in Privacy Policies and Terms of Service.

Shikha Soneji, Mitchell Hoesing, Sujay Nagesh Koujalgi, Jonathan Dodge

CoRR, 2024

Experiments with Encoding Structured Data for Neural Networks.

Sujay Nagesh Koujalgi, Jonathan Dodge

CoRR, 2024

Agency Flow in a Multi-user Ridesharing System.

Iyadunni J. Adenuga, Jonathan E. Dodge

Proceedings of the Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing, 2024

2023

Conceptualizing the Relationship between AI Explanations and User Agency.

Iyadunni J. Adenuga, Jonathan Dodge

CoRR, 2023

2022

Finding AI's Faults with AAR/AI: An Empirical Study.

Roli Khanna, Jonathan Dodge, Andrew Anderson, Rupika Dikkala, Jed Irvine, Zeyad Shureih, Kin-Ho Lam, Caleb R. Matthews, Zhengxian Lin, Minsuk Kahng, Alan Fern, Margaret Burnett

ACM Trans. Interact. Intell. Syst., 2022

TExSS 22: Transparency and Explanations in Smart Systems.

Tsvi Kuflik, Jonathan Dodge, Styliani Kleanthous Loizou, Brian Y. Lim, Carina Negreanu, Avital Shulner-Tal, Simone Stumpf

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Position: The Case Against Case-Based Explanation.

Jonathan Dodge

Proceedings of the Joint Proceedings of the IUI 2022 Workshops: APEx-UI, 2022

How Do People Rank Multiple Mutant Agents?

Jonathan Dodge, Andrew Anderson, Matthew L. Olson, Rupika Dikkala, Margaret Burnett

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

2021

The Shoutcasters, the Game Enthusiasts, and the AI: Foraging for Explanations of Real-time Strategy Players.

Sean Penney, Jonathan Dodge, Andrew Anderson, Claudia Hilderbrand, Logan Simpson, Margaret Burnett

ACM Trans. Interact. Intell. Syst., 2021

After-Action Review for AI (AAR/AI).

Jonathan Dodge, Roli Khanna, Jed Irvine, Kin-Ho Lam, Theresa Mai, Zhengxian Lin, Nicholas Kiddle, Evan Newman, Andrew Anderson, Sai Raja, Caleb R. Matthews, Christopher Perdriau, Margaret Burnett, Alan Fern

ACM Trans. Interact. Intell. Syst., 2021

Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations.

Kin-Ho Lam, Zhengxian Lin, Jed Irvine, Jonathan Dodge, Zeyad T. Shureih, Roli Khanna, Minsuk Kahng, Alan Fern

CoRR, 2021

"Why did my AI agent lose?": Visual Analytics for Scaling Up After-Action Review.

Delyar Tabatabai, Anita Ruangrotsakun, Jed Irvine, Jonathan Dodge, Zeyad Shureih, Kin-Ho Lam, Margaret Burnett, Alan Fern, Minsuk Kahng

Proceedings of the 2021 IEEE Visualization Conference, 2021

TExSS: Transparency and Explanations in Smart Systems.

Alison Marie Smith-Renner, Styliani Kleanthous Loizou, Jonathan Dodge, Casey Dugan, Min Kyung Lee, Brian Y. Lim, Tsvi Kuflik, Advait Sarkar, Avital Shulner-Tal, Simone Stumpf

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Position: Who Gets to Harness (X)AI? For Billion-Dollar Organizations Only.

Jonathan Dodge

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Doing Remote Controlled Studies with Humans: Tales from the COVID Trenches.

Rupika Dikkala, Roli Khanna, Caleb R. Matthews, Jonathan Dodge, Sai Raja, Catherine Hu, Jed Irvine, Zeyad Shureih, Kin-Ho Lam, Andrew Anderson, Minsuk Kahng, Alan Fern, Margaret Burnett

Proceedings of the 14th IEEE/ACM International Workshop on Cooperative and Human Aspects of Software Engineering, 2021

2020

Mental Models of Mere Mortals with Explanations of Reinforcement Learning.

Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Matthew L. Olson, Alan Fern, Margaret Burnett

ACM Trans. Interact. Intell. Syst., 2020

Keeping it "organized and logical": after-action review for AI (AAR/AI).

Theresa Mai, Roli Khanna, Jonathan Dodge, Jed Irvine, Kin-Ho Lam, Zhengxian Lin, Nicholas Kiddle, Evan Newman, Sai Raja, Caleb R. Matthews, Christopher Perdriau, Margaret Burnett, Alan Fern

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Position: We Can Measure XAI Explanations Better with Templates.

Jonathan Dodge, Margaret Burnett

Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

2019

Explaining models: an empirical study of how explanations impact fairness judgment.

Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Explaining Reinforcement Learning to Mere Mortals: An Empirical Study.

Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Alan Fern, Margaret Burnett

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Toward Foraging for Understanding of StarCraft Agents: An Empirical Study.

Sean Penney, Jonathan Dodge, Claudia Hilderbrand, Andrew Anderson, Logan Simpson, Margaret M. Burnett

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

What Should Be in an XAI Explanation? What IFT Reveals.

Jonathan Dodge, Sean Penney, Andrew Anderson, Margaret M. Burnett

Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Visualizing and Understanding Atari Agents.

Samuel Greydanus, Anurag Koul, Jonathan Dodge, Alan Fern

Proceedings of the 35th International Conference on Machine Learning, 2018

How the Experts Do It: Assessing and Explaining Agent Behaviors in Real-Time Strategy Games.

Jonathan Dodge, Sean Penney, Claudia Hilderbrand, Andrew Anderson, Margaret M. Burnett

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Toward Foraging for Understanding of StarCraft Agents: An Empirical Study.

Sean Penney, Jonathan Dodge, Claudia Hilderbrand, Andrew Anderson, Margaret M. Burnett

CoRR, 2017

Deriving Age Diverse Personas from a Participatory Design Study on Home Electricity Feedback.

Jonathan Dodge, Michael Hilton, Ronald A. Metoyer, Josie Hunter, Karl Smeltzer, Catharina Vijay, Andrew Atkinson

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2010

Explaining how to play real-time strategy games.

Ronald A. Metoyer, Simone Stumpf, Christoph Neumann, Jonathan Dodge, Jill Cao, Aaron Schnabel

Knowl. Based Syst., 2010

Studying always-on electricity feedback in the home.

Yann Riche, Jonathan Dodge, Ronald A. Metoyer

Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009

Implications for an exercise prescription authoring notation.

Jonathan Dodge, Ronald A. Metoyer, Katherine B. Gunter

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2009

2008

Grid-enabling a vibroacoustic analysis toolkit.

Brian Bentow, Jonathan Dodge, Aaron Homer, Christopher D. Moore, Robert M. Keller, Craig A. Lee, Mark Thomas, Matthew Presley, Jorge Seidel, Robert Davis, Joseph Betser

Int. J. High Perform. Comput. Netw., 2008

2006

System Management for Grid-Enabling a Vibroacoustic Analysis Application.

Brian Bentow, Jonathan Dodge, Aaron Homer, Christopher D. Moore, Robert M. Keller, Matthew Presley, Robert Davis, Jorge Seidel, Craig A. Lee, Joseph Betser

Proceedings of the Management of Integrated End-to-End Communications and Services, 2006

2005

Grid-enabling a vibroacoustic analysis application.

Brian Bentow, Jonathan Dodge, Aaron Homer, Christopher D. Moore, Robert M. Keller, Matthew Presley, Robert Davis, Jorge Seidel, Craig A. Lee, Joseph Betser

Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005