| 2012 | Efficiency Improvements for Parallel Subgraph Miners. | Abhik Ray, Lawrence B. Holder |
| 2012 | Towards Data Driven Model Improvement. | Yumeng Qiu, Zachary A. Pardos, Neil T. Heffernan |
| 2012 | Towards a General Framework for Maximum Entropy Reasoning. | Nico Potyka |
| 2012 | Iterative-Expansion A. | Colin M. Potts, Kurt D. Krebsbach |
| 2012 | Graphical Display of Search Trees for Transparent Robot Programming. | Joaquin Arturo Pockels, Ashwin Iyengar, David S. Touretzky |
| 2012 | Interactive Concept Maps and Learning Outcomes in Guru. | Natalie K. Person, Andrew Olney, Sidney K. D'Mello, Blair Lehman |
| 2012 | Tutor Modeling Versus Student Modeling. | Zachary A. Pardos, Neil T. Heffernan |
| 2012 | Speech Acts, Dialogues and the Common Ground. | Michel A. Paquette |
| 2012 | Toward a Knowledge Transfer Model of Case-Based Inference. | Santiago Ontan, Enric Plaza |
| 2012 | Case Acquisition Strategies for Case-Based Reasoning in Real-Time Strategy Games. | Santiago Ontan |
| 2012 | Symbol Generation and Grounding for Reinforcement Learning Agents Using Affordances and Dictionary Compression. | Marcus Carlos Oladell, Manfred Huber |
| 2012 | An Approach to Evaluate AI Commonsense Reasoning Systems. | Stellan Ohlsson, Robert H. Sloan, Gyrgy Turn, Daniel Uber, Aaron Urasky |
| 2012 | Instructing a Reinforcement Learner. | Pradyot Korupolu V. N., Manimaran Sivasamy Sivamurugan, Balaraman Ravindran |
| 2012 | A Knowledge-Migration-Based Multi-Population Cultural Algorithm to Solve Job Shop Scheduling. | Mohammad R. Raeesi N., Ziad Kobti |
| 2012 | Snackbot: The Process to Engage in Human-Robot Conversation. | Dekita Moon, Paul Rybski, Cheryl Swanier, Chutima Boonthum-Denecke |
| 2012 | Learning Artifact Capabilities Via a Hybrid Ontology. | Felicitas Mokom, Ziad Kobti |
| 2012 | Recognizing Effective and Student-Adaptive Tutor Moves in Task-Oriented Tutorial Dialogue. | Christopher Michael Mitchell, Eunyoung Ha, Kristy Elizabeth Boyer, James C. Lester |
| 2012 | Iterative Ontology Selection Guided by User for Building Domain Ontologies. | Asma Minyaoui, Faez Gargouri |
| 2012 | The Devil Is in the Details: New Directions in Deception Analysis. | Philip M. McCarthy, Nicholas D. Duran, Lucille M. Booker |
| 2012 | On the Complexity of Bribery and Manipulation in Tournaments with Uncertain Information. | Nicholas Mattei, Judy Goldsmith, Andrew Klapper |
| 2012 | Special Track on Artificial Intelligence Education. | Jim Marshall |
| 2012 | Rule Based Event Management Systems. | Ridhika Malik, Nandan Parameswaran, Udayan Ghose |
| 2012 | Building an On-Demand Avatar-Based Health Intervention for Behavior Change. | Christine L. Lisetti, Ugan Yasavur, Claudia de Leon, Reza Amini, Ubbo Visser, Naphtali Rishe |
| 2012 | Measuring Semantic Similarity in Short Texts through Greedy Pairing and Word Semantics. | Mihai C. Lintean, Vasile Rus |
| 2012 | Evaluating and Improving Real-Time Tracking of Children's Oral Reading. | Yuanpeng Li, Jack Mostow |