Proceedings of the 2001 Fourth International Conference on Cognitive Modeling

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ISBN: 9780805840421 | 0805840427
Cover: Nonspecific Binding
Copyright: 7/1/2001

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This book documents the proceedings of the Fourth International Conference on Cognitive Modeling (ICCM), which brought together researchers from diverse backgrounds to compare cognitive models; evaluate models using human data; and further the development, accumulation, and integration of cognitive theory. ICCM provides a worldwide forum for cognitive scientists who build computational cognitive models and test them against empirical cognitive data. New features of the conference included the Newell Award for best student paper, the Siegel-Wolf Award for best applied research paper, and a Doctoral Consortium which provided an opportunity for students to meet their peers and mentors and to explore their dissertation work in an intense but friendly, multi-approach environment. These new features, as well as a comprehensive view of the posters presented at the conference are offered in this volume.

About ICCM-2001	p. 5
Organizing Committee	p. 6
Program Committee	p. 7
Sponsors	p. 9
Invited Address
Arthur B. Markman	p. 13
Allen Newell Award for Student Paper
Introduction	p. 16
Modeling Icon Search in ACT-R/PM	p. 17
Siegel-Wolf Award for Best Applied Paper
Introduction	p. 24
Predicting the Effects of Cell-Phone Dialing on Driver Performance	p. 25
Symposium
Panel on Government Interests and Opportunities in Cognitive Modeling	p. 33
Presented Papers
A Modular Neural-Network Model of the Basal Ganglia's Role in Learning and Selecting Motor Behaviours	p. 37
Inducing models of human control skills	p. 43
The Application of Mathematical Techniques for Modeling Decision-Making: Lessons Learned from a Preliminary Study	p. 49
Modelling Children's Case-Marking Errors with MOCAIC	p. 55
Bootstrapping in Miniature Language Acquisition	p. 61
A Self-Organizing Neural Network Model of the Acquisition of Word Meaning	p. 67
Modeling Task Performance Using the Queuing Network Model Human Processor (QNMHP)	p. 73
Modelling the optional infinitive stage in MOSAIC: A generalisation to Dutch	p. 79
Modeling Counteroffer Behavior in Dyadic Distributive Negotiation	p. 85
Learning Relational Correlations	p. 91
In Search of Templates	p. 97
The Influence of Resource Parameters on Incremental Conceptualization	p. 103
An ACT-R Model of the Evolution of Strategy Use and Problem Difficulty	p. 109
The role of abstract patterns in implicit learning	p. 115
An Attractor Network Model of Serial Recall	p. 121
Factorial Modeling: A Method for Enhancing the Explanatory and Predictive Power of Cognitive Models	p. 127
Modelling Taxi Drivers' Learning and Exceptional Memory of Street Names	p. 133
Intention superiority effect: A context-sensitivity account	p. 139
Infinite RAAM: A Principled Connectionist Substrate for Cognitive Modeling	p. 145
Modeling Selective Attention: Not Just Another Model of Stroop (NJAMOS)	p. 151
Learning of Joint Visual Attention by Reinforcement Learning	p. 157
Validating a Tool for Simulating User Interaction	p. 163
Extending Task Analytic Models of Graph-based Reasoning: A Cognitive Model of Problem Solving with Cartesian Graphs in ACT-R/PM	p. 169
Fitting the ANCHOR Model to Individual Data: A Case Study in Bayesian Methodology	p. 175
The Role of Computational Modeling in Understanding Hemispheric Interactions and Specialization	p. 181
Modeling How and When Learning Happens in a Simple Fault-Finding Task	p. 187
Hippocampal Cognitive Maps: An Alternative View	p. 193
The Anatomy of Human Personality: A Computational Implementation	p. 199
A Bayesian Model for the Time Course of Lexical Processing	p. 205
A Model of Individual Differences in Learning Air Traffic Control	p. 211
An Explanation of the Length Effect for Rotated Words	p. 217
Towards a Technology for Computational Experimentation	p. 223
Generating Subjective Workload Self-Assessment from a Cognitive Model	p. 229
Posters
A Closer Look at Exploratory Learning of Interactive Devices	p. 237
Socionics: A New Challenge for Cognitive Modeling	p. 239
Strategies in a Complex Game and their Background	p. 241
Facial Expression Recognition with Modular Neural Networks	p. 243
Human-Task Adaptations: The Next Step for Cognitive Modeling	p. 245
Modeling Cognitive versus Perceptual-Motor Tradeoffs using ACT-R/PM	p. 247
Failure to Learn from Negative Feedback in a Hierarchical Adaptive System	p. 249
The Strategic Use of Memory for Frequency and Recency in Search Control	p. 251
A connexionist model for category construction	p. 253
An ACT-R Model of Syllogistic Inference	p. 255
Modeling an Opportunistic Strategy for Information Navigation	p. 257
On the Normativity of Failing to Recall Valid Advice	p. 259
The Grain Size of Cognitive Models: How Low Should We Go?	p. 261
Human Performance in Transverse patterning with a Hippocampal Model	p. 263
Modeling Behavior in Complex and Dynamic Situations - The Example of Flying an Automated Aircraft	p. 265
ACT-RS: A Neuropsychologically Inspired Module for Spatial Reasoning	p. 267
Spatial Navigation Using Hierarchical Cognitive Maps	p. 269
Can Cognitive Modeling Improve Usability Testing and Rapid Prototyping?	p. 271
Doctoral Consortium Posters
Introduction	p. 274
Modeling the Inverted-U Effect with ACT-R	p. 275
What People Learn from Exploratory Device Learning	p. 277
The influence of experienced effort on learning and choice of solution paths in a simple navigation task	p. 279
Plural Morphology in Compounding is not Good Evidence to Support the Dual Mechanism model	p. 281
Modeling User Knowledge and Semantic Structure for Information Extraction from Text	p. 283
Statistical Learning of Human Faces	p. 285
SHRUTI-agent: a structured connectionist model of decision-making	p. 287
Author Index	p. 289
Table of Contents provided by Syndetics. All Rights Reserved.

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Proceedings of the 2001 Fourth International Conference on Cognitive Modeling

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