Ashok K. Goel Professor of Computer Science and Cognitive Science
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Ashok K. Goel Professor of Computer Science and Cognitive Science School of Interactive Computing Coordinator, Ph.D. Program in Human-Centered Computing Coordinator, Cognition, Learning & Creativity Group Contact: [email protected] - PowerPoint PPT Presentation
Transcript of Ashok K. Goel Professor of Computer Science and Cognitive Science
Research Faculty Postdoctoral Research Scientists
Rugaber Helms Kunda McGreggor
FacultyGoel
Artificial Intelligence
Cognitive Science
Human-CenteredComputing
Cognitive Systems
1985 1995 2005
Technological Invention;Computational Design
Scientific Discovery;Discovery Informatics
STEM Education:Learning Technology
ComputationalCreativity
1985 1995 2005
Research: Computational Creativity in Technological Inventions and Scientific Discoveries
Questions: (1) CogSci: What are the information processes of human
creativity?(2) HCC: What computational tools may aid human creativity?(3) AI: What computational techniques might make for creative
systems?
AI CogSci
HCC
CC
Project: Biologically Inspired Design
Frank Fish, Liquid Life Laboratory, West Chester University
(1) CogSci: What are the information processes of human creativity in biologically inspired design? Design thinking, analogical thinking, systems thinking, visual thinking, meta-thinking …
(2) HCC: What computational tools may aid human creativity in biologically inspired design? A search engine for finding analogies on the web, an evaluation engine for evaluating an analogy, …
(3) AI: What computational techniques might make for creative systems for biologically inspired design? A technique for abstracting design patterns from biological analogies to design problems, a technique for transferring abstract patterns to design problems, …
Project: Ecological Modeling
Frank Fish, Liquid Life Laboratory, West Chester University
(1) CogSci: What are the information processes of human creativity in ecological modeling? Abductive thinking, analogical thinking, systems thinking, visual thinking, meta-thinking …
(2) HCC: What computational tools may aid human creativity in ecological modeling? An interactive modeling tool that can help make sense of data through explanation and prediction; an interactive environment that can scaffold the processes of model generation and evaluation, …
(3) AI: What computational techniques might make for creative systems for ecological modeling? A qualitative modeling technique that can automatically spawn numerical simulations, …
ComputationalCreativity
Design Thinking
SystemsThinking
AnalogicalThinking
VisualThinking
MetaThinking
AbductiveThinking
Teaching: Cognitive Systems, Computational Creativity
Fall: CS 4635/7637 - Knowledge-Based Artificial Intelligence GT 2803 – InventingSpring: CS 6795 – Cognitive Science CS 8803 Computational Creativity
AI CogSci
HCC
CC
