Investigating the cognitive behavior of generating idea sketches through neural network systems

Design Studies

Volumn 29, Issue 1, 2008, Pages 70-92

  Huang, Yinghsiu ^a  

^a MINGDAO UNIVERSITY   (Taiwan)

Author keywords

computer supported design; drawings; neural network; visual reasoning

Indexed keywords

COGNITIVE SYSTEMS; COMPUTER AIDED DESIGN; COMPUTER GRAPHICS; COMPUTER SIMULATION;

SKETCHING PROCESS; VISUAL REASONING;

NEURAL NETWORKS;

EID: 38349039503     PISSN: 0142694X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.destud.2007.06.002     Document Type: Article

References (29)

1. Akin O. Psychology of architectural design (1986), Pion, London, UK
2. Akiner V.T. Topology - 1: a knowledge-based system for reasoning about objects and spaces. Design Studies Vol 7 No 2 (1986) 94-105
3. Coyne R.D., and Newton S. Design reasoning by association. Environment and Planning B Vol 17 (1989) 39-56
4. Flemming U., Coyne R., and Rychener M. A generative expert system for design of building layouts. Artificial intelligence in engineering design (1988), Elsevier, Amsterdam
5. Goel V. Sketches of thought (1995), MIT Press, Cambridge
6. Goldschmidt G. The dialectics of sketching. Creativity Research Journal Vol 4 No 2 (1991) 123-143
7. Goldschmidt G. Serial sketching: visual problem solving in designing. Cybernetics and System: An International Journal Vol 23 (1992) 191-219
8. Goldschmidt G. On visual design thinking: the visual kids of architecture. Design Studies Vol 15 (1994) 158-174
9. Kavakli M., Stephen A.R., and Linden J. Structure in idea sketching behavior. Design Studies Vol 19 (1998) 485-517
10. Kosslyn S.M. Scanning visual images: some structural implications. Perception and Psychophysics Vol 14 (1973) 90-94
11. Kosslyn S.M., Reiser B.J., Farah M.J., and Fliegel S.L. Generating visual images: units and relations. Journal of Experimental Psychology: General Vol 112 No 2 (1983) 278-303
12. Liu Y.T. A connectionist approach to shape recognition and transformation. CAAD future '93 (1993), Elservier, Amsterdam
13. Liu Y.T. Some phenomena if seeing shapes in design. Design Studies Vol 16 (1995) 367-407
14. Liu Y.T. Restructuring shapes in terms of emergent subshapes: a computational and cognitive model. Environment and Planning B Vol 23 (1996) 313-328
15. Liu Y.T. Is designing one search or two? A model of design thinking involving symbolism and connectionism. Design Studies Vol 17 (1996) 435-449
16. McGown A., Green G., and Rodgers P.A. Visible ideas: information patterns of conceptual sketch activity. Design Studies Vol 19 (1998) 431-453
17. Minsky M. The society of mind (1986), Simon & Schister, New York
18. Minsky M., and Papert S. Perceptions (1968), MIT Press, Cambridge
19. Palmer J., Ames C.T., and Lindsey D.T. Measuring the effect of attention on simple visual search. Journal of Experimental Psychology: Human Perception and Performance Vol 19 No 1 (1993) 108-130
20. Purcell T., and Gero J.S. Drawings and the design process. Design Studies Vol 19 (1998) 389-430
21. Reed S.K. Structural descriptions and the limitations of visual images. Memory & Cognition Vol 2 No 2 (1974) 329-336
22. Rueckl J.G., Cave K.R., and Kosslyn S.M. Why are "what" and "where" processed by separate cortical visual systems? A computational investigation. Journal of Cognitive Neuroscience (1989)
23. In: Rumelhart D.E., McClelland J.L., and the PDP Research Group (Eds). Parallel distributed processing (1986), MIT Press, Cambridge
24. Scrivener S.A.R., and Clark S.M. Sketching in collaborative design. Interacting virtual environment (1994), John Wiley, Chichester 95-118
25. Schön D.A., and Wiggins G. Kinds of seeing and their functions in designing. Design Studies Vol 13 No 2 (1992) 135-156
26. rd edn (1999), MIT Press, Cambridge
27. Stiny G. Introduction to shape and shape grammars. Environment and Planning B Vol 7 (1980) 343-351
28. Suwa M., Purcell T., and Gero J. Macroscopic analysis of design processes based on a scheme for coding designers' cognitive actions. Design Studies Vol 19 (1998) 455-583
29. Verstijnen I.M., Hennessey J.M., Leeuwen C., Hamel R., and Goldschmidt G. Sketching and creative discovery. Design Studies Vol 19 (1998) 519-546