Proceedings of the Fifteenth Innovative Applications of Artificial Intelligence Conference
Sponsored by the Association for the Advancement of Artificial Intelligence
Edited by John Riedl and Randy Hill
August 12–14, 2003, Acapulco, Mexico. Published by The AAAI Press, Menlo Park, California. This proceedings is also available in book format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Preface / vii
John Riedl and Randall W. Hill
AAAI Orgnization / ix
IAAI-03 Program Committee / xii
Invited Talks / xiii
Deployed Applications
CriterionSM Online Essay Evaluation: An Application for
Automated Evaluation of Student Essays / 3
Jill Burstein, Martin Chodorow, and Claudia Leacock
The NASD Securities Observation, New Analysis and Regulation System (SONAR) / 11
Henry Goldberg, Dale Kirkland, Dennis Lee, Ping Shyr, and Dipak Thakker
A Cellular Telephone-Based Application for Skin-Grading to Support Cosmetic Sales / 19
Hironori Hiraishi and Fumio Mizoguchi
TPO: A System for Scheduling and Managing Train Crew in Norway / 25
João P. Martins, Ernesto Morgado, and Rolf Haugen
Emerging Applications
Building Agents for the Customer Service Front / 35
Mihai Barbuceanu, Mark S. Fox, Lei Hong, Yannick Lallement, and Zhongdong Zhang
A Knowledge Acquisition Tool for Course of Action Analysis / 43
Kim Barker, Jim Blythe, Gary Borchardt, Vinay K. Chaudhri, Peter E. Clark, Paul Cohen, Julie Fitzgerald, Ken Forbus, Yolanda Gil, Boris Katz, Jihie Kim, Gary King, Sunil Mishra, Clayton Morrison, Ken Murray, Charley Otstott, Bruce Porter, Robert C. Schrag, Tomás Uribe, Jeff Usher, and Peter Z. Yeh
Searching for Hidden Messages: Automatic Detection of Steganography / 51
George Berg, Ian Davidson, Ming-Yuan Duan, and Goutam Paul
Transparent Grid Computing: A Knowledge-Based Approach / 57
Jim Blythe, Ewa Deelman, Yolanda Gil, and Carl Kesselman
Say Cheese!: Experiences with a Robot Photographer / 65
Zachary Byers, Michael Dixon, William D. Smart, and Cindy M. Grimm
Infrastructure Components for Large-Scale Information Extraction Systems / 71
William W. Cohen
Applying Reinforcement Learning to Packet Scheduling in Routers / 79
Herman Ferra, Ken Lau, Christopher Leckie, and Anderson Tang
Qualitative Spatial Reasoning about Sketch Maps / 85
Kenneth D. Forbus, Jeffrey Usher, and Vernell Chapman
TEXTAL™: Artificial Intelligence Techniques for Automated Protein Structure Determination / 93
Kreshna Gopal, Reetal Pai, Thomas R. Ioerger, Tod D. Romo, and James C. Sacchettini
Guided Conversations about Leadership: Mentoring with Movies and Interactive Characters / 101
Randall Hill, Jr., Jay Douglas, Andrew Gordon, Fred Pighin, and Martin van Velsen
Teachable Agents: Learning by Teaching Environments for Science Domains / 109
Krittaya Leelawong, Karun Viswanath, Joan Davis, Gautam Biswas, Nancy Vye,
Kadira Belynne, and John Bransford
Broadcast News Understanding and Navigation / 117
Mark Maybury
A Probabilistic Vehicle Diagnostic System Using Multiple Models / 123
Matthew L. Schwall, J. Christian Gerdes, Bernard Bäker, and Thomas Forchert
Secure Mobile Agents on Ad Hoc Wireless Networks / 129
Evan Sultanik, Donovan Artz, Gustave Anderson, Moshe Kam, William Regli, Max Peysakhov, Jonathan Sevy, Nadya Belov, Nicholas Morizio, and Andrew Mroczkowski
The Analogical Thesaurus / 137
Tony Veale
LAW: A Workbench for Approximate Pattern Matching in Relational Data / 143
Michael Wolverton, Pauline Berry, Ian Harrison, John Lowrance, David Morley, Andres Rodriguez, Enrique Ruspini, and Jerome Thomere
Index / 151
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