Chair: David Aha
Location: TSRB 134
Chairs: Maria Chang, Shiwali Mohan and Bryan Wiltgen
Location:
GVU Café (2nd Floor TSRB)
| Time | Authors/Presenters | Title |
| 8:30 am | Registration | |
| 9:00 am | Ashok Goel, Mark Riedl, and Alan Wagner | Welcome, introductions, and opening remarks |
| Session 1 (Chair: Kenneth Forbus) | ||
| 9:30 am | Invited talk: Yolanda Gil | The Human Bottleneck in Data Analytics: Opportunities for Cognitive Systems in Automating Scientific Discovery |
| Refreshments | ||
| Session 2: Concept Formation (Chair: John Laird) | ||
| 11:00 am | Christopher MacLellan, Erik Harpstead, Vincent Aleven, and Kenneth Koedinger | TRESTLE: Incremental Learning in Structured Domains Using Partial Matching and Categorization |
| 11:25 am | Wei Peng and John Gero | Situated Concept Formation from Interactions: An Implementable Constructive Memory Model |
| 11:50 am | Tarek Besold and Ute Schmid | The Artificial Jack of All Trades: The Importance of Generality in Approaches to Human-Level Intelligence |
| Buffet lunch (TSRB 132) | ||
| Session 3: Visual Thinking (Chair: Sergei Nirenburg) | ||
| 1:30 pm | Maithilee Kunda | Computational Mental Imagery, and Visual Mechanisms for Maintaing a Goal-Subgoal Hierarchy |
| 1:55 pm | Jigar Doshi, Zsolt Kira, and Alan Wagner | From Deep Learning to Episodic Memories: Creating Categories of Visual Experiences |
| 2:20 pm | Maithilee Kunda and Julia Ting | Looking Around the Mind's Eye: How Internal Deployments of Attention Can Affect Visual Search Performance |
| 2:45 pm | Refreshments | |
| Session 4: Qualitative/Quantitative reasoning (Chair: Pat Langley) | ||
| 3:15 pm | Kazjon Grace and Mary Lou Maher | Surprise and Reformuation as Metacognitive Processes in Creative Design |
| 3:40 pm | Adam Arvay and Pat Langley | Heuristic Adaptation of Rate-Based Process Models |
| 4:05 pm | Timoth Wiley, Claude Sammut, Bernhard Hengst, and Ivan Bratko | A Multistrategy Architecture for On-Line Learning of Robotics Behavors Using Qualitative Reasoning |
| 4:30 pm | Brayn Wiltgen and Ashok Goel | SBFCalc: Supporting Conceptual Design through Constrained Model Simulation |
| 6:00 pm | Microsoft Conference Reception (TSRB 132 and 133) Conference posters (open all conference, TSRB auditorium area) Goal Reasoning Workshop posters (TSRB 132) Student Workshop posters (TSRB 133) Georgia Tech cognitive systems posters (TSRB 132/133) |
|
| 8:00 pm | Day ends | |
| Time | Authors/Presenters | Title |
| 8:45 am | Registration | |
| 9:00 am | Announcements | |
| Session 5 (Chair: Douglas Fisher) | ||
| 9:05 am | Invited talk: Michael Anderson | Using Structure Where You Find It: Symbol Systems in Multi-Step Cognition |
| Simon Stoilkovokj, Ivan Bratko, and Matej Guid | A Computational Model for Estimating the Difficulty of Chess Problems | |
| 10:30 am | Refreshments | |
| Session 6: Agents (Chair: Elizabeth Whitaker) | ||
| 11:00 am | Matthew Molineaux and David Aha | Continuous Explanation Generation in Multi-Agent Domains |
| 11:25 am | Katherine Metcalf and David Leake | Automated Identification of Relative Social Status |
| 11:50 am | Yasaman Abbasi, Martin Short, Arunesh Sinha, Nicole Sintov, Chao Zhang, and Milind Tambe | Human Adversaries in Opportunistic Crime Security Games: Evaluating Competing Bounded Rationality Models |
| Buffet lunch (TSRB 132) | ||
| Session 7 (Chair: Ashok Goel) | ||
| 1:30 pm | Panel on Education in Cognitive Systems (Douglas Fisher, Ashok Goel, Patrick Winston) | |
| 2:30 pm | Refreshments | |
| Session 8: Language (Chair: William Underwood) | ||
| 3:00 pm | Marjorie McShane | Expectation-Driven Treatment of Difficult Referring Expressions |
| 3:25 pm | David Barbella and Kenneth Forbus | Exploiting Connectivity for Case Construction in Learning by Reading |
| 3:50 pm | Aditya Kalyanpur and J. William Murdock | Unsupervised Entity-Relation Analysis in IBM Watson |
| 4:15 pm | Christopher Geib | Lexicalized Reasoning |
| 5:30 pm | Conference dinner (TSRB 132 and 133) |
|
| Session 9 (Chair: David Aha) | ||
| 6:00 pm | Invited Talk: Hector Munoz-Avila (TSRB 132 and 133) | |
| 7:30 pm | Day ends | |
| Time | Authors/Presenters | Title |
| 8:45 am | Registration | |
| 9:00 am | Announcements | |
| Session 10 (Chair: Mark Riedl) | ||
| 9:05 am | Invited talk: Patrick Winston | Getting Beyond the Shadows on the Wall |
| 10:05 am | Boyang Li | A Dynamic and Dual-Process Theory of Humor |
| 10:30 am | Refreshments | |
| Session 11: Planning and Search (Chair: Alan Wagner) | ||
| Ron Alford, Hayley Borck, Justin Karneeb, and David Aha | Active Behavior Recognition in Beyond Visual Range Air Combat | |
| 11:25 am | Son To, Pat Langley, and Dongkyu Choi | A Unified Framework for Knowledge-Lean and Knowledge-Rich Planning |
| 11:50 am | Thomas Hinrichs and Kenneth Forbus | Qualitative Models for Strategic Planning |
| Boxed lunch and farewell | ||
| 1:00 pm | Day ends | |
