Ashok K. Goel Design Intelligence Laboratory, School of Interactive Computing,, & Center for Biologically Inspired Design, Georgia Institute of Technology.

Slides:



Advertisements
Similar presentations
Program Goals: to create a new type of organization - a cyberinfrastructure collaborative for plant science - that will enable new conceptual advances.
Advertisements

Chapter 1 Exploring Life
Fostering Learners’ Collaborative Problem Solving with RiverWeb Roger Azevedo University of Maryland Mary Ellen Verona Maryland Virtual High School Jennifer.
Improving System Safety through Agent-Supported User/System Interfaces: Effects of Operator Behavior Model Charles SANTONI & Jean-Marc MERCANTINI (LSIS)
CS 425/625 Software Engineering System Models
PURPOSE OF THE UIF * Enable the University to seize opportunities at the frontiers of knowledge and learning or to reshape existing programs consistent.
Evolution of a Dynamic Theory of Collaboration: Modeling Intergovernmental Use of Information Technology Prepared for the 2002 System Dynamics Research.
The Nature of Science What do scientists do?.
Integrative and Comparative Biology 2009 C. Schwenk, D.K. Padilla, G.S. Bakken, R.J. Full.
ABET Accreditation Board for Engineering and Technology
1 INTRODUCTION TO OOP Objective: Know the difference between functional programming and OOP Know basic terminology in OOP Know the importance of OOP Know.
Philosophy 4610 Philosophy of Mind Week 5: Functionalism.
Biointelligence Laboratory School of Computer Science and Engineering Seoul National University Cognitive Robots © 2014, SNU CSE Biointelligence Lab.,
GRADUATE EDUCATION IN RESEARCH ETHICS FOR SCIENTISTS AND ENGINEERS Jorge J. Ferrér-Negrón 1, William J. Frey 1, Efraín O’Neill-Carrillo 2, Carlos Ríos-Velázquez.
Global design Natasha Vita-More FUTURE. IMPACT Design is one way to build and guide the impact of curative technologies that will have enormous impact.
Welcome!!.  Miss Mary Pat Pavicic  8 th year teaching at Aurora High School  B.S. in Biology from John Carroll University, M.A. in Life Science Education.
Global Warming Mitigation Proposed Curriculum for New Mexico Middle Schools 6 th through 8 th Marcia Bardy – ST589 Climate Change and Carbon Sequestration.
Trans-disciplinary Course on Science of Society IUC Dubrovnik September 1-6,
Capstone Sequence CEN UG Program CEN Curriculum Sub-committee Manuel Bermudez, Doug Dankel, Karl Gugel, Herman Lam, Mark Schmalz, Eric Schwartz 1.
ICEE 2005GLIWICE, POLAND JULY 2005 FEDERAL CENTER OF TECHNOLOGICAL EDUCATION – CEFET-RJ – BRAZIL PRODUCTION ENGINEERING DEPARTMENT CSCW: A FORMATION.
October 4, 2012 Kim Lott Utah State University
11 1 Object oriented DB (not in book) Database Systems: Design, Implementation, & Management, 6 th Edition, Rob & Coronel Learning objectives: What.
The Science of Biology The concepts, principles, and theories that allow people to understand the natural environment form the core of biology, the study.
THE CHALLENGE OF ORGANIZATIONAL COMMUNICATION
Exploring Design Innovation: The AI Method and Some Results Ashok Goel Georgia Tech May 18, 2006.
Research Problem UF sciences faculty complain that students lack adequate computer, math/statistics, and writing skills Biology faculty have embraced undergraduate.
Complex Adaptive Systems approach to Economic Development Ivan Garibay Director, Information Systems Group, ORC Joint Faculty, EECS Department Research.
Social Cognition January 16, Definitions Social cognition – structures of knowledge, the processes of knowledge creation, dissemination, and affirmation,
The Learning Sciences and Constructivism. Learning Sciences: interdisciplinary science based in psychology, education, computer science, philosophy, sociology,
Introduction to Science Informatics Lecture 1. What Is Science? a dependence on external verification; an expectation of reproducible results; a focus.
Chris DeWald Science Instructional Coordinator Montana Office of Public Instruction.
Davies, J., Nersessian, N. J., & Goel, A. K. March Visual Analogy in Scientific Discovery.
Developing the Next Generation Science Standards.
Relevance Feedback in Image Retrieval Systems: A Survey Part II Lin Luo, Tao Huang, Chengcui Zhang School of Computer Science Florida International University.
1 CHAPTER 2 Decision Making, Systems, Modeling, and Support.
1 What is Life? – Living organisms: – are composed of cells – are complex and ordered – respond to their environment – can grow and reproduce – obtain.
Sustainability Education and the Next Generation Science Standards.
Manufacturing Enterprise © 2013 Project Lead The Way, Inc.Computer Integrated Manufacturing.
What is Biology?. The Science of Biology BBiology: study of life CCan you study a single species? No: organisms do not live alone in their environment.
Part 1. Georgia Performance Standards a%20Performance%20Standards/EighthGradeApproved pdf.
CogSci 207 Midterm Review Fall 2004 Praveen Paritosh 10/18/04.
Ami™ as a process Showing the structural elements in the Accelerated Model for Improvement™
Conservation Biology: The scientific study of biodiversity and its management for sustainable human welfare.
Human-Computer Interaction at CMU Jodi Forlizzi Jason Hong.
Biocomplexity Teacher Workshop May 31 – June 2, 2008 University of Puerto Rico.
The Knowledge Grid Methodology  Concepts, Principles and Practice Hai Zhuge China Knowledge Grid Research Group Chinese Academy of Sciences.
Integrating Science with the Humanities and Liberal Arts By Katherine Hill and Colleen Staniszewski.
Bartlesville District Science Fair Awards !!!!. Junior Behavioral & Social Sciences.
06/13 Introduction. 06/13  A research university with a focus on Engineering and the Natural Sciences  24,600.
Introduction Welcome On behalf of the Rector’s Office I would like to welcome you to this presentation.
Institute for Space Systems Analysis and Design College of Engineering Virginia Tech College of Engineering Virginia Tech Chris Hall Aerospace and Ocean.
Roundtable on Entrepreneurship Education - Program Highlights - Georgia Institute of Technology/ Emory University TI:GER ® Marie Thursby, Carolyn Davis.
Click to edit Master title style Overview of the NGSS Framework.
& ASSOCIATES © 2009 Flickr: Jeremy Brooks Performance Measurement.
Section 1 Check "Biology" comes from two Greek words, "bios" meaning life, and "logos" meaning study. Biology = the study of life.
Bartlesville District Science Fair Awards !!!!. Junior Behavioral & Social Sciences.
Industrial Group Project Introduction to Object Oriented Programming Adelina Basholli, February, 2016.
Inspired by Biology From Molecules to Materials to Machines An NSF-supported assessment of the emerging scientific opportunities at the interface between.
CS 1010– Introduction to Computer Science Daniel Tauritz, Ph.D. Associate Professor of Computer Science Director, Natural Computation Laboratory Academic.
Module 1: Overview of the Framework for K–12 Science Education
1. Modeling Product as a System
Cognitive Models Agenda Who Am I? Cognitive Models
CS 1010– Introduction to Computer Science
Sara McMillan, PhD, PE Agricultural & Biological Engineering
A five-year community effort to improve geoscience literacy and build a workforce prepared to tackle environmental and resource issues InTeGrate supports.
CS 1104 INTRODUCTION TO COMPUTER SCIENCE
Global design FUTURE Natasha Vita-More.
Тархи ба оюун \Brain and Mind\
Ten Things you will need for future employment
Institute of Computing Technology
Presentation transcript:

Ashok K. Goel Design Intelligence Laboratory, School of Interactive Computing,, & Center for Biologically Inspired Design, Georgia Institute of Technology

Biologically inspired design Lotus leaf Self-cleaning paint

Driving force is environmentally sustainable development The basic argument: Human species is facing an unprecedented crisis: global environmental degradation. We need environmentally sustainable development. But engineering design is caught in well known problem spaces. We need to radically change the problem spaces. Lets look at the results of biological evolution.

But at present there is no science of biologically inspired design! At present, there is not one descriptive information-processing account of biologically inspired design. At present, there is almost no understanding of the general processes, representations, or principles of biologically inspired design. The danger is that the movement will fail. This makes for a perfect opportunity for CreativeIT.

A computational theory of analogy: Compositional analogy

Multimodal content and multilevel organization of knowledge: DSSBF Drawing-Shape-Structure- Behavior-Function Abstraction Hierarchy

Analogies at one level support analogies at the next level: The Archytas system Similarity at the level of shapes enables transfer and adaptation of structure. And similarity at the level of structure enables transfer and adaptation of behaviors. And similarity at the level of behaviors enables transfer and adaptation of functions. Yaner & Goel, CogSci 2006, Diagrams 2006, DCC 2006 Yaner & Goel, IJCAI 2007, AIEDAM 2008

First in situ cognitive study of biologically inspired design Senior level interdisciplinary design course on biologically inspired design at Georgia Tech, Fall 2006 (follow-up studies in Fall 2007, Fall 2008) 4-5 member interdisciplinary student teams – at least one biologist in each team. Semester long, self-defined design projects Vattam, Helms & Goel, DCC 2008 Helms, Vattam & Goel, CogSci 2008, Design Studies 2009

Compound analogical design is one where a new design concept is generated by composing the results of multiple (cross-domain) analogies Stealthy underwater microbot Copepod Squid We have developed an information-proces s ing model for compound analogical design.

One significant finding about design knowledge representation Multilevel, multimodal external representations

Pedagogical techniques Cognitive studies Interactive tools Design methods.