ABSTRACT

The International Conference on Cognitive Modeling brings together researchers who develop computational models to explain and predict cognitive data. The core theme of the 2004 conference was "Integrating Computational Models," encompassing an integration of diverse data through models of coherent phenomena; integration across modeling approaches; and integration of teaching and modeling. This text presents the proceedings of that conference.
 
The International Conference on Cognitive Modeling 2004 sought to grow the discipline of computational cognitive modeling by providing a sophisticated modeling audience for cutting-edge researchers, in addition to offering a forum for integrating insights across alternative modeling approaches in both basic research and applied settings, and a venue for planning the future growth of the discipline. The meeting included a careful peer-review process of 6-page paper submissions; poster-abstracts to include late-breaking work in the area; prizes for best papers; a doctoral consortium; and competitive modeling symposia that compare and contrast different approaches to the same phenomena.

part |12 pages

Allen Newell Award for Best Student Paper

chapter |6 pages

Surface and Phonological Dyslexia

Modes of Processing Instead of Components of Processing

part |6 pages

Siegel-Wolf Award for Best Applied Paper

part |2 pages

Symposium

part |303 pages

Presented Papers

chapter |6 pages

Streak Biases in Decision Making

Data and a Memory Model

chapter |6 pages

Optimist

A New Conflict Resoution Algorithm for ACT-R

chapter |6 pages

Good Enough But I'll Just Check

Web-page Search as Attentional Refocusing

chapter |6 pages

Why Soccer Players Yell

Using RoboCup to Model the Advantage of Signaling

chapter |6 pages

Memory, Emotion, and Rationality

An ACT-R interpretation for Gambling Task results

chapter |6 pages

Learning to Choose the Most Effective Strategy

Explorations in Expected Value

chapter |6 pages

Beyond Cognition

Modeling Emotion in Cognitive Architectures

chapter |6 pages

Soar-RL

Integrating Reinforcement Learning with Soar

chapter |6 pages

PsychSim

Agent-based modeling of social interactions and influence

chapter |6 pages

Letter Spirit

A Model of Visual Creativity

chapter |6 pages

Cognitive modeling versus game theory

Why cognition matters

chapter |6 pages

Episodic versus Semantic Memory

An Exploration of Models of Memory Decay in the Serial Attention Paradigm

chapter |6 pages

Time Perception

Beyond Simple Interval Estimation

part |65 pages

Posters

chapter |2 pages

Navigating within a web site

The WebStep model

chapter |2 pages

Tekkotsu

Cognitive Robotics on the Sony AIBO

chapter |2 pages

State Definition in the Tetris Task

Designing a Hybrid Model of Cognition

chapter |2 pages

The Environment as Theory

An Example Using the ACT-R/SOS Environment

part |18 pages

Doctoral Consortium Posters

chapter |2 pages

A Model of Single-page Web Search

The Effect of Interdependence on Link Assessment