Our very own Qiaosi Wang (Chelsea) and Dr. Ashok Goel are hosting a symposium on Mental Model in Human-AI Interaction on June 8th, 2023. Check out the details below:
Symposium on Mental Model in Human-AI Interaction
As we interact with increasingly advanced AI systems, different mental models are constructed and adapted to facilitate, drive, and support the success of human-AI interactions.
What kinds of mental models are there? How do we leverage them in human-AI interaction? What are some sociotechnical considerations of mental models? Join us on June 8th for an online symposium on “Mental Model in Human-AI Interaction” to explore these questions with us.
The Institute for Data Engineering and Science, or IDEaS, is one of Georgia Tech’s 10 interdisciplinary research institutes. IDEaS provides the coordination and expertise necessary to link researchers across campus by strengthening Georgia Tech’s position in big data.
This installment of the Faces of Research Q&A series is with Ashok Goel.
What is your field of expertise and why did you choose it? I conduct research into cognitive systems at the intersection of artificial intelligence (AI) and cognitive science. In one direction, we build theories and techniques of AI that are inspired by human cognition and behavior. On the other, we build AI models and tools that aid and augment human thinking and learning. I love it!
What makes GaTech research institutes unique? The Georgia Tech AI Research Institutes are special in the multi-institutional and interdisciplinary research communities they foster to address grand societal challenges. The AI Institute for Adult Learning and Online Education (AI-ALOE) led by Georgia Research Alliance and headquartered at Georgia Tech, for example, brings together AI researchers, computer scientists, cognitive scientists, and learning scientists from academia, industry, and non-profit organizations to address the societal challenges of lifelong learning and workforce development. Our society is facing the huge challenge of reskilling and upskilling a hundred million workers (and a billion around the world) within the next decade. Addressing such huge challenges requires extraordinary and bold efforts exemplified by the AI Research Institutes.
What impact is your research having on the world? Our Design Intelligence Laboratory and Center for 21st Century Universities already are having a significant impact on higher education. The virtual teaching assistant, named Jill Watson, for automatically answering questions in online classes enhances teacher presence and learner engagement is one example of our impact. The free and publicly available Virtual Experimentation Research Assistant that is now globally accessible through Smithsonian Institution’s Encyclopedia of Life web portal is another example. We expect that over time the newly established AI-ALOE Institute will amplify the impact of our work by an order of magnitude or more. This is very exciting.
What do you like to do in your spare time when you are not working on your research or teaching?
I like to cook Indian food and read about world politics, history, and philosophy. I also like to travel and explore the world.
The Veritas team is organized around the Virtual Ecological Research Assistant (VERA) developed by the Design & Intelligence Laboratory in Georgia Tech’s College of Computing. VERA is a virtual laboratory in which an AI research assistant enables learners to construct conceptual models of ecological phenomena and run interactive agent-based simulations of the models. It also allows access to the Smithsonian Institution’s Encyclopedia of Life. This affords learners to use large-scale domain knowledge to explore ecological systems and perform “what if” experiments to either explain an existing ecological system or predict the outcomes of changes to one. In addition, VERA enables researchers to conduct A/B experiments and supports them in analyzing the data.
The Veritas team is comprised of Georgia Tech faculty, staff, and
students, including HCC Ph.D. student Sungeun An, OMSCS students Scott Bunin, Willventchy
Celestine, Andrew Hornback, computing undergraduate student Stephen Buckley, Research
Scientist Vrinda Nandan, and Dr. Emily Weigel in the School of Biological
Sciences and Professor Ashok Goel in the School of Interactive Computing. Dr. Spencer
Rugaber at Georgia Tech and Dr. Jennifer Hammock at Smithsonian Institution act
as internal and external advisors, respectively. The XPrize Digital Learning
Challenge started with around 300 teams and now has 10 teams left in the
We had our DILab picnic at Piedmont Park on Saturday, May 1st. We haven’t met as a group for more than a year, so it was so nice to meet again. The weather was perfect for a picnic. We had so much fun talking, having some snacks, and playing cards and badminton!