90 likes | 255 Views
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: goel@cc.gatech.edu
E N D
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: goel@cc.gatech.edu TSRB 219; http://www.ic.gatech.edu/people/ashok-goel
Design & Intelligence Laboratory http://www.dilab.gatech.edu/ Graduate Students Craig Fitzgerald Jaganathan Joyner Lobo WeilerWiltgen Zhang Undergraduate Students Chen Northrop ShuSpilipoulouTutez Faculty Research Faculty Postdoctoral Research Scientists Goel Rugaber Helms Kunda McGreggor
Design & Intelligence Laboratory http://www.dilab.gatech.edu/ Cognitive Science Artificial Intelligence Human-Centered Computing 1985 1995 2005 Cognitive Systems
Design & Intelligence Laboratory http://www.dilab.gatech.edu/ Scientific Discovery; Discovery Informatics Technological Invention; Computational Design STEM Education: Learning Technology 1985 1995 2005 Computational Creativity
HCC CC 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
Project: Biologically Inspired Design • 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, … Frank Fish, Liquid Life Laboratory, West Chester University
Project: Ecological Modeling • 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, … Frank Fish, Liquid Life Laboratory, West Chester University
Design & Intelligence Laboratoryhttp://www.dilab.gatech.edu/ Design Thinking Systems Thinking Analogical Thinking Computational Creativity Visual Thinking Abductive Thinking Meta Thinking
HCC CC AI CogSci Teaching: Cognitive Systems, Computational Creativity Fall: CS 4635/7637 - Knowledge-Based Artificial Intelligence GT 2803 – Inventing Spring: CS 6795 – Cognitive Science CS 8803 Computational Creativity