EAAI-20: The 10th Symposium on Educational Advances in Artificial Intelligence
New York, NY USA (Collocated with [AAAI-20](https://aaai.org/Conferences/AAAI-20/))
Feb. 8-9, 2020
Sponsored by the [Association for the Advancement of Artificial Intelligence ](http://www.aaai.org/)
EAAI-20
Dates
- Abstract submission due: August 30, 2019 11:59pm UTC-10
- Paper submission deadline: September 5, 2019 11:59pm UTC-10
- Notification date: November 10, 2019
- Camera-ready copy due to AAAI: November 21, 2019 5:00pm PDT
- Symposium dates: February 8-9, 2020
Program Schedule
Saturday, February 8, 2020
8:55 - 9:05: Welcome
Nate Derbinsky and Lisa Torrey
9:05 - 9:55: #AIForAll: A 64-year Perspective on AI, Computing, Inclusion, and Diversity
Marie desJardins
Link to slides: bit.ly/eaai20keynote
As the AI community prepares to celebrate the 2^8 anniversary of the Dartmouth Summer Research Project on Artificial Intelligence that launched AI as a field, it is an appropriate time to look back over the last 64 years to consider how far we have progressed. This presentation will focus particularly on trends in education, diversity, and inclusion in AI and in computing more generally. The talk will also include recommendations for the field, including an increased emphasis on ethical computing, best practices for inclusive classroom and work environments, and how to be an effective ally for underrepresented groups.
Marie desJardins is the winner of this year’s Outstanding Educator award. She is the Dean of the College of Organizational, Computational, and Information Sciences at Simmons University in Boston. She was previously a professor at the University of Maryland, Baltimore County, where she was a UMBC Presidential Teaching Professor, Academic Innovation Fellow, Honors Faculty Fellow, and Associate Dean of UMBC’s College of Engineering and Information Technology. She is an AAAI Fellow, an ACM Distinguished Member, and the recipient of the A. Richard Newton Educator ABIE Award, the UC Berkeley Distinguished Alumni Award in Computer Science, and mentoring awards from CRA-E and NCWIT. Dr. desJardins is known for her research in artificial intelligence, her work in expanding access to K-12 computer science education, and her leadership as a mentor, teacher, and champion for diversity in computing. While at UMBC, she advised 12 Ph.D. students, 26 M.S. students, and over 100 undergraduate researchers.
9:55 - 10:30: Blue Sky Ideas
Chair: Nate Derbinsky
- (5 min) Ryan Blake Jackson
- (5 min) Jiacheng Liu
- (5 min) Rajiv Ratn Shah
- (5 min) Adam Smith
- (5 min) Paul Taele
- (5 min) Qian Yang
- (5 min) Lisa Zhang
10:30 - 10:50: Coffee Break
10:50 - 11:30: Main Track
Chair: Lisa Torrey
- (20 min) Teaching Undergraduate Artificial Intelligence Classes: An Experiment with an Attendance Requirement
Sven Koenig, Tansel Uras, Liron Cohen - (20 min) Teaching Constraint Programming Using Fable-Based Learning via Massive Open Online Courses: An Experience Report
Mavis Chan, Cecilia Chun, Holly Fung, Jimmy Lee, Peter Stuckey
11:30 - 12:30: AI for Education Track
Chair: Nate Derbinsky
- (20 min) Geospatial Clustering for Balanced and Proximal Schools
Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan - (20 min) Multiple Data Augmentation Strategies for Improving Performance on Automatic Short Answer Scoring
Jiaqi Lun, Jia Zhu, Yong Tang, Min Yang - (20 min) Using AI techniques in a Serious Game for Socio-moral Reasoning Development
Ange Adrienne Nyamen Tato, Roger Nkambou, Aude Dufresne
12:30 - 2:00: Lunch Break
2:00 - 3:00: Main Track
Chair: Lisa Torrey
- (20 min) An Experimental Ethics Approach to Robot Ethics Education
Tom Williams, Qin Zhu, Daniel Grollman - (20 min) Making High-Performance Robots Safe and Easy to Use for an Introduction to Computing
Joseph Spitzer, Joydeep Biswas, Arjun Guha
Link to project: https://github.com/ut-amrl/robo-js - (20 min) Teaching Game AI as an Undergraduate Course in Computational Media
Adam M. Smith, Daniel Shapiro
3:00 - 3:30: Model AI Assignments
Chair: Todd Neller
- (15 min) Exploring Unfairness and Bias in Data
Jonathan Chen, Tom Larsen, Marion Neumann - (15 min) A Module for Introducing Ethics in AI: Detecting Bias in Language Models
Ameet Soni, Krista Thomason
Link to Slides: https://www.cs.swarthmore.edu/~soni/talks/soni.eaai20.pdf
3:30 - 3:50: Coffee Break
3:50 - 4:35: Model AI Assignments
Chair: Todd Neller
- (15 min) Predicting and Preventing Deaths in the ICU: Designing and Analyzing an AI System
Stephen Keeley, Michael Guerzhoy - (15 min) Gesture Recognition using Convolutional Neural Networks
Lisa Zhang, Bibin Sebastian - (15 min) Wasserstein GAN - Depth First Learning
Cinjon Resnick, Avital Oliver, Surya Bhupatiraju, Kumar Agrawal, James Allingham
Sunday, February 9, 2020
9:30 - 9:40: Welcome
Nate Derbinsky and Lisa Torrey
9:40 - 10:30: On Contemporaneous Computing Education: ML for K-12
Ben Shapiro and Abigail Zimmerman-Niefield
Computer science is a field of remarkable breadth, with problems in human-computer interaction alone spanning natural language processing, visual, audible, and tangible interfaces, accessible design, social computing, art-making. Machine learning is now being applied in every one of these domains. Bruner claimed that “any subject can be taught effectively in some intellectually honest form to any child at any stage of development.” Computing education must take up this call, including offering developmentally-appropriate machine learning education. I will present a vision for how this could unfold, share progress on my team’s efforts to develop machine learning education for youth, and discuss ongoing challenges.
R. Benjamin Shapiro is an Assistant Professor of Computer Science at the University of Colorado Boulder. He is also faculty, by courtesy, in Learning Sciences & Human Development (School of Education) and the Department of Information Science (College of Media, Communication, and Information). His research group, the Laboratory for Playful Computation (LPC), investigates the design of experiences and technologies for young people to learn computer science through collaborative, creative expression and through their own design of interactive technologies to solve problems in their homes and communities.
Abigail Zimmermann-Niefield is a PhD Student in Computer Science at the University of Colorado Boulder. She is co-advised by Ben Shapiro and Shaun Kane, and is broadly interested in creativity, literacy, and agency in ML. Her research focuses on how people with little programming experience can learn about and apply Machine Learning by creating models of their own body movements. She draws on theories and methods from human computer interaction and education. She has a B.A. in Mathematics and Computer Science from Williams College.
10:30 - 10:45 Poster Previews
Chair: Lisa Torrey
- (5 min) Using Cloud Tools for Literate Programming to Redesign an AI course for Non-traditional College Students
Maria Hwang, Calvin Williamson - (5 min) Coding in the Liberal Arts through Natural Language Processing and Machine Learning
Ursula Wolz, Jennifer Wilson - (5 min) Minecraft as a Platform for Project-Based Learning in AI
Sameer Singh
Link to Slides http://sameersingh.org/files/ppts/malmo-eaai20-slides.pdf
10:45 - 11:00: Coffee Break
11:00 - 11:40: AI for Education Track
Chair: Nate Derbinsky
- (20 min) Semi-supervised Learning to Perceive Children’s Affective States in a Tablet Tutor
Mansi Agarwal, Jack Mostow - (20 min) AISpace2: An Interactive Visualization Tool for Learning and Teaching Artificial Intelligence
Chenliang Zhou, Dominic Kuang, Jingru Liu, Hanbo Yang, Zijia Zhang, Alan Mackworth, David Poole
11:40 - 12:10: Model AI Assignments
Chair: Todd Neller
- (15 min) Playing Against Adversary and Stochastic Agents in Connect Four Game
Narges Norouzi, Ryan Hausen - (15 min) Graphical Networked Checkers Bots Assignment
Matthew Evett
12:10 - 1:45: Lunch Break
1:45 - 2:25: Main Track
Chair: Lisa Torrey
- (20 min) Zhorai: Designing a Conversational Agent for Children to Explore ML Concepts
Phoebe Lin, Jessica Van Brummelen, Galit Lukin, Randi Williams, Cynthia Braezeal - (20 min) Lessons Learned from Teaching Machine Learning and Natural Language Processing to High School Students
Narges Norouzi, Snigdha Chaturvedi, Matthew Rutledge
2:25 - 3:15: K-12 AI Education in 2020
Panel: David Touretzky, Christina Gardner-McCune, Cynthia Breazeal, Roozbeh Aliabadi
3:15 - 3:30: Coffee Break
3:30 - 4:00: Model AI Assignments
Chair: Todd Neller
- (15 min) A Project on Multi-Agent Path Finding (MAPF)
Wolfgang Hoenig, Jiaoyang Li, Sven Koenig - (15 min) PyPlat: A Flexible Platform Game Project
Sejong Yoon
4:00 - 4:15: Research Challenge Announcement
Todd Neller
4:15 - 4:45: Community meeting
All attendees are invited to join us for a community meeting at the end of EAAI-20. This will be an opportunity to ask questions and make suggestions for EAAI-21 and beyond. Bring your thoughts and ideas for the future of EAAI!
The AAAI-20/IAAI-20 technical program registration includes participation in EAAI-20 for invited participants and other interested individuals.
Submission
Main Track
The Main Track accommodates full-length papers (8 pages, including references) and extended abstracts (2 pages, including references). Submissions may include (but are not limited to) these topics:
- Educational strategies for AI (pedagogical techniques, classroom activities, etc.)
- AI across the curriculum (in other CS courses, other disciplines, etc.)
- Hardware that enhances the teaching and learning of AI topics (robots, mini-computers, etc.)
- Software that enhances the teaching and learning of AI topics (algorithm visualization, project platforms, etc.)
- Examples of AI deployments (in-classroom experience reports, industry products in the AI-education space, etc.)
- Research integration (into courses, student projects, etc.)
Special Track: AI for Education
Track Chair: Justin Li, Occidental College
This special track is about using AI to improve teaching and evaluation (for example, intelligent tutors or machine learning for analysis of education data and/or scaling of course delivery) or to improve learning and retention of students (for example, games or wearables for K-12 outreach). The submission requirements are the same as for the main track.
Special Track: Diversity and Inclusion in AI Education
Track Chair: Marion Neumann, Washington University in St. Louis
This special track focuses on studies that assess the inclusivity of AI education practices (e.g., how are particular topics, assignments, or assignment types perceived by different student populations) and experience reports highlighting lecture units, teaching practices, AI/ML applications, assignments, or examples/demonstrations that are particularly appealing to students of diverse backgrounds. The submission requirements are the same as for the main track.
Model AI Assignments Session
Organizer: Todd Neller, Gettysburg College
Good project assignments for AI classes are hard to come by. If you believe an assignment you have developed may be useful to other AI educators, we encourage you to prepare it for broad dissemination and submit it to the Model AI Assignments session. If selected, the project will be made available to other AI educators as a Model AI Assignment (modelai.gettysburg.edu) and will be presented at EAAI. The submission requirements are described in the Call for Model AI Assignments and at the separate EAAI supplementary website.
Special Paper Track: Design the EAAI-22 Undergraduate Research Challenge
EAAI has a tradition of AI-related undergraduate research challenges, including robotics and games. For this year, the challenge is for student-faculty teams to design such a challenge. Submissions will be presented at the symposium and judged by the program committee for potential execution for EAAI-22. Evaluation criteria include AI topics covered by the challenge (breadth/depth), supporting infrastructure produced by the team (e.g., simulators, example agents, datasets, etc. as appropriate), range of potential directions (e.g., theoretical vs applied, programming vs analysis). Submission requirements match those of the extended abstract, but may contain a link to a repository of supporting materials (e.g., datasets, software).
Submission Content and Formatting
Full-length submissions should describe well-developed ideas and in-depth arguments for their advantages; formal evaluations of effectiveness are welcomed but not required. Extended-abstract submissions may introduce preliminary or ongoing work.
Papers submitted to the Main Track must be formatted in AAAI camera-ready style. Special Tracks may have their own submission requirements, detailed above.
Submissions should be anonymous for double-blind review. The AAAI copyright block is not required on submissions, but must be included on final versions.
Policy Concerning Submissions to Other Conferences or Journals
EAAI-20 will not consider any paper that, at the time of submission, is under review for or has already been published or accepted for publication in a journal or another conference. Once submitted to EAAI-20, papers may not be submitted elsewhere during the review period. These restrictions apply only to refereed journals and conferences, not to unrefereed forums or workshops with a limited audience and without archival proceedings. Authors must confirm that their submissions conform to these requirements at the time of submission.
Organizers
Program co-Chairs
-
Nate Derbinsky Northeastern University
https://www.khoury.northeastern.edu/people/nate-derbinsky/ -
Lisa Torrey St. Lawrence University
http://myslu.stlawu.edu/~ltorrey/
Organizing Committee
- Jim Boerkoel, Harvey Mudd College (boerkoel@cs.hmc.edu)
- Laura Brown, Michigan Technological University (lebrown@mtu.edu)
- Zachary Dodds, Harvey Mudd College (dodds@cs.hmc.edu)
- Susan P. Iberman, CUNY Collelge of Staten Island (susan.imberman@csi.cuny.edu)
- Todd Neller, Gettysburg College (tneller@gettysburg.edu)
- Sarah Zelikovitz CUNY College of Staten Island (sarah.zelikovitz@csi.cuny.edu)
Program Committee
Main & Special Paper Tracks
- Scott Alfeld, Amherst College
- Stephanie August, Loyola Marymount University
- Amos Azaria, Ariel University
- Jim Boerkoel, Harvey Mudd College
- Steven Bogaerts, DePauw University
- Chris Brooks, University of San Francisco
- Laura Brown, Michigan Technological University
- Sarah Brown, University of California - Berkeley
- Giuseppe Carenini, University of British Columbia
- Ananya Christman, Middlebury College
- Diane Cook, Washington State University
- Marie desJardins, Simmons University
- Eric Eaton, University of Pennsylvania
- Joshua Eckroth, Stetson University
- Mehmet Ergezer, Wentworth Institute of Technology
- Richard Freedman, University of Massachusetts - Amherst
- James Glenn, Yale University
- Michael Guerzhoy, Princeton University
- Susan Imberman, City University of New York
- Dave Kauchak, Pomona College
- Sven Koenig, University of Southern California
- Brandeis Marshall, Spelman College
- James Marshall, Sarah Lawrence College
- Fred Martin, University of Massachusetts - Lowell
- Vibhu Mittal, Edmodo
- Ehimwenma Nosakhare, Massachusetts Institute of Technology
- Keith O’Hara, Bard College
- Simon Parsons, University of Lincoln
- Raymod Pettit, University of Virginia
- Jeffrey Pfaffmann, Lafayette College
- David Poole, University of British Columbia
- Anna Rafferty, Carleton College
- Raghuram Ramanujan, Davidson College
- Christian Roberson, Florida Southern College
- Paul Ruvolo, Olin College of Engineering
- Mehran Sahami, Stanford University
- Raja Sooriamurthi, Carnegie Mellon University
- Elena Strange, Northeastern University
- Abby Stylianou, Saint Louis University
- Devika Subramanian, Rice University
- Erin Talvitie, Harvey Mudd College
- Matthew Taylor, Washington State University
- George Thomas, University of Wisconsin - Oshkosh
- Giulia Toti, University of Houston
- Doug Turnbull, Ithaca College
- Tom Williams, Colorado School of Mines
- Michael Wollowski, Rose-Hulman Institute of Technology
- Sarah Zelikovitz, City University of New York
- Yuanlin Zhang, Texas Tech University
Other Links
The following links are to various material on AAAI-20 and EAAI-20.