Research Papers

Analogical Thinking

• D. Gentner. (1983) Structure Mapping: A Theoretical Framework for Analogy. Cognitive Science 7: 155-170.
• Holyoak, K. J., & Thagard, P. (1989). Analogical mapping by constraint satisfaction. Cognitive Science, 13, 295-355.
  Conceptual Thinking
• Fauconnier, G., & Turner, M. (1996). Blending as a Central Process of Grammar. (A. Goldberg, Ed.) Critique,  113, 113-130
• Lakoff, G., & Johnson, M. (1980).  Metaphors We Live By.  Language (Vol. 59, p. 242). University of Chicago Press.

Creativity in Design

• K. Dorst & N. Cross (2003) Creativity in the Design Process: Problem-Solution Co-Evolution. Design Studies 22:425-437.
• Schon, D. A. (1992). Designing as reflective conversation with the materials of a design situation.  Research in Engineering Design,  3(3), 131-147. Springer London. 
• Sushkov, V. V., Mars, N. J. I., & Wognum, P. M. (1995). Introduction to TIPS: a theory for creative design.  Artificial Intelligence in Engineering,  9(3), 177-189. 

Creativity in Modeling

• Dunbar, K. (1995). How scientists really reason: Scientific reasoning in realworld laboratories. In R. J. Sternberg & J. E. Davidson (Eds.), The Nature of Insight
• Nersessian, N. -. (2002). The cognitive basis of model-based reasoning. In The Cognitive Basis of Science, P. Carruthers, S. Stich, and M. Siegal eds. Open Court, pp. 178-211.
  

General Creativity

• Robert Sternberg (2006) The Nature of Creativity.
• E. Torrance (1965) Scientific Views of Creativity and Factors Effecting its Growth.
• Mihaly Czikzsentmihalyi. (1996) Where is Creativity?
• Mihaly Czikzsentmihalyi. (1996) The Creative Personality.
• Mihaly Czikzsentmihalyi. (1996) The Work of Creativity.
• Mihaly Czikzsentmihalyi. (1996) The Flow of Creativity.
  

IP Theories of creativity

• Simon Colton. Creativity versus the Perception of Creativity in Computational 
• Pamela McCorduck (1991) Aaron’s Code, San Francisco, W.H Freeman.
  

IP Theories of creativity in design

• John Gero (1996). Creativity, emergence and evolution in design: concepts and framework, Knowledge-Based Systems 9(7): 435-448 Learning in Modeling and Design
• Goel, A. K. (1997). Design, analogy, and creativity.  Ieee Expert Intelligent Systems And Their Applications. IEEE. 
  

IP Theories of creativity in modeling

• John Clement (1988) Observed Methods for Generating Analogies in Scientific Problem Solving. Cognitive Science 12.
• Darden, Lindley (1998), "Anomaly-Driven Theory Redesign: Computational Philosophy of Science Experiments," in T.W. Bynum and J.H. Moor,  The Digital Phoenix: How Computers are Changing Philosophy. New York: Blackwell Publishers, pp. 62-78. 
  

IP Theories of Team Creativity

• Fischer, G. (2004). Social Creativity : Turning Barriers into Opportunities for Collaborative Design. (F. deCindio & D. Schuler, Eds.) Lifelong Learning,  1, 152-161. ACM.
• Maher, M. L., Paulini, M., & Murty, P. (2011). Scaling up: From individual design to collaborative design to collective design. (J. S. Gero, Ed.) Design Computing and Cognition 10,  0, 581-599. Springer. 
  

Interactive tools for creativity

• Shneiderman, B. (2007). Creativity support tools: accelerating discovery and innovation.  Communications of the ACM,  50(12), 20-32. ACM. 
• Shneiderman, B., Fischer, G., Czerwinski, M., Resnick, M., Myers, B., Candy, L., Edmonds, E., et al. (2006). Creativity Support Tools: Report From a U.S. National Science Foundation Sponsored Workshop.  International Journal of Human-Computer Interaction,  20(2), 61-77. Citeseer. 
  

Interactive Tools for Creativity in Design

• Goel, A., Garza, A., Grue, N., Murdock, J., Recker, M., & Govindaraj, T. (1996). Explanatory interface in interactive design environments. (J. S. Gero & F. Sudweeks, Eds.) Artificial Intelligence. Kluwer Academic Publishers.
• Gross, M. D., & Do, E. Y.-luen. (2000). Drawing on the Back of an Envelope: a framework for interacting with application programs by freehand drawing. Computers & Graphics,  24(6), 835-849. 
• Szykman, S., Sriram, R. D., Bochenek, C., Racz, J. W., & Senfaute, J. (2000). Design repositories: engineering designʼs new knowledge base.  Intelligent Systems and their Applications IEEE,  15(3), 48-55. 
• Yaner, P. W., & Goel, A. K. (2008). Analogical recognition of shape and structure in design drawings.  Ai Edam Artificial Intelligence For Engineering Design Analysis And Manufacturing,  22(02), 117-128.
  

Interactive Tools for Learning about Modeling

• Biswas, G., Leelawong, K., Schwartz, D. L., & Vye, N. (2005). Learning By Teaching: a New Agent Paradigm for Educational Software.  Applied Artificial Intelligence,  19(3-4), 363-392.
• Dede, C. (2009). Immersive interfaces for engagement and learning.  Science, 323(5910), 66-9. 
• Vattam, S. S., Goel, A. K., Rugaber, S., Hmelo-Silver, C. E., Jordan, R., Gray, S., & Sinha, S. (2011). Understanding Complex Natural Systems by Articulating Structure-Behavior-Function Models.  Educational Technology & Society,  14(1), 66-81.

Knowledge Representations

• Peter, G. (2004). Conceptual Spaces as a Framework for Knowledge Representation.  Mind and Matter,  2(2), 9-27.
  Markman; Knowledge Representation. Chapter 1.
• Minsky, M. (1974). A framework for representing knowledge. (P. Winston, Ed.) The Psychology of Computer Vision. McGraw-Hill.

Methods of Study

• Cross, N. (2001). Design Cognition : Results From Protocol And Other Empirical Studies Of Design Activity. (C. M. Eastman, W. M. McCracken, & W. C. Newstetter, Eds.) Design,  5, 1-20.
• Goel, V. (2000). Dissociation of Design Knowledge. (C. Eastman & W. C. Newstetter, Eds.) Psychology, 1-17. 

Systems Thinking

• Forrester (2009) Some Basic Concepts in System Dynamics
• Simon, H. A. (2007). The Architecture of Complexity. (G. Midgley, Ed.) IEEE Control Systems Magazine,  106(6), 467-482.

Teaching Computational Creativity

• Ackerman M., Goel A., Johnson C., Jordanous A., Leon C., Perez y Perez R., Toivonen H., & Ventura D. (2017) Teaching Computational Creativity. International Conference on Computational Creativity (ICCC 2017)

Team Creativity

• Sarmiento, J. W., & Stahl, G. (2008). Group Creativity in Interaction: Collaborative Referencing, Remembering, and Bridging.  International Journal of Human-Computer Interaction,  24(5), 492-504.
• Stempfle, J., & Badke-Schaub, P. (2002). Thinking in design teams - an analysis of team communication.  Design Studies,  23(5), 473-496.

Visual Thinking

• Glasgow, J., & Papadias, D. (1992). Computational Imagery. (J. Glasgow, N. H. Narayanan, & B. Chandrasekaran, Eds.) Cognitive Science,  16(3), 355-394. 
• Larkin, J., & Simon, H. (1987). Why a Diagram is (Sometimes) Worth Ten Thousand Words.  Cognitive Science,  11(1), 65-100.