One of the innovation’s fundamental mechanisms, designer creativity, is both unsupported by rigorous information-technology-enabled tools and uncharacterized as a scientific phenomenon. In this paper, we present VISUALIZEIT—a project seeking to identify a scientific basis and develop the supporting cyberinfrastructure needed to facilitate, evaluate, and disseminate information-technology-enabled innovation methodologies that augment designer creativity. This particular research paper describes a method of synthesizing concept representations through the development and expansion of platforms focused on computational concept generation, clustering of design concepts, a repository of archived design knowledge, and an information integration and representation interface. We also present the initial results from implementing VISUALIZEIT using two populations of students.

1.
Augustine
,
N. R.
, 2007, “
Is America Falling Off the Flat Earth?
,” Rising Above the Gathering Storm Committee, National Academy of Sciences, National Academy of Engineering, and Institute of Medicine of the National Academies.
2.
National Innovation Initiative Summit
, 2004, “
Innovate America: National Innovation Initiative Summit and Report: Thriving in a World of Challenge and Change
,” Council on Competitiveness, Report.
3.
Popkin
,
J.
, and
Kobe
,
K.
, 2006, “
U.S. Manufacturing Innovation at Risk
,” Council of Manufacturing Associations and the Manufacturing Institute, Washington, D.C.
4.
President’s Council of Advisors on Science and Technology
, 2004, “
Sustaining the Nation’s Innovation Ecosystems: Information Technology Manufacturing and Competitiveness
,” White House Office of Science and Technology Policy, Washington, DC.
5.
Task Force on the Future of American Innovation
, 2005, “
The Knowledge Economy Is the United States Losing Its Competitive Edge? Benchmarks for Our Innovation Future
,” Task Force on the Future of American Innovation, Washington, D.C.
6.
Römer
,
A.
,
Pache
,
M.
,
Weißhahn
,
G.
,
Lindemann
,
U.
, and
Hacker
,
W.
, 2001, “
Effort-Saving Product Representations in Design—Results of a Questionnaire Survey
,”
Des. Stud.
0142-694X,
22
(
6
), pp.
473
490
.
7.
Adams
,
J. L.
, 1986,
Conceptual Blockbusting: A Guide to Better Ideas
,
Addison-Wesley
,
Reading, MA
.
8.
Higgins
,
J. M.
, 1994,
101 Creative Problem Solving Techniques: The Handbook of New Ideas for Business
,
New Management
,
Winter Park, FL
.
9.
Van Gundy
,
A. B.
, 1998,
Techniques of Structured Problem Solving
,
Van Nostrand Reinhold
,
New York
.
10.
Osborn
,
A. F.
, 1963,
Applied Imagination; Principles and Procedures of Creative Problem-Solving
,
Scribner
,
New York
.
11.
Altshuller
,
G. S.
, 1984,
Creativity as an Exact Science: The Theory of the Solution of Inventive Problems
,
Gordon and Breach
,
New York
.
12.
Pahl
,
G.
, and
Beitz
,
W.
, 1996,
Engineering Design: A Systematic Approach
,
Springer
,
New York
.
13.
Otto
,
K. N.
, and
Wood
,
K. L.
, 2001,
Product Design: Techniques in Reverse Engineering, Systematic Design, and New Product Development
,
Prentice-Hall
,
Upper Saddle River, NJ
.
14.
Paulus
,
P. B.
, and
Yang
,
H. C.
, 2000, “
Idea Generation in Groups: A Basis for Creativity in Organizations
,”
Org. Behav. Hum. Decis. Process
0749-5978,
82
(
1
), pp.
76
87
.
15.
Shah
,
J. J.
,
Vargas-Hernandez
,
N.
,
Summers
,
J. D.
, and
Kulkarni
,
S.
, 2001, “
Collaborative Sketching (C-Sketch)—An Idea Generation Technique for Engineering Design
,”
J. Creat. Behav.
0022-0175,
35
(
3
), pp.
168
198
.
16.
van der Lugt
,
R.
, 2002, “
Brainsketching and How It Differs From Brainstorming
,”
Creat. Innov. Manag.
,
11
(
1
), pp.
43
54
.
17.
Casakin
,
H.
, and
Goldschmidt
,
G.
, 1999, “
Expertise and the Use of Visual Analogy: Implications for Design Education
,”
Des. Stud.
0142-694X,
20
(
2
), pp.
153
175
.
18.
Christensen
,
B. T.
, and
Schunn
,
C. D.
, 2007, “
The Relationship of Analogical Distance to Analogical Function and Pre-Inventive Structure: The Case of Engineering Design
,”
Mem. Cognit.
0090-502X,
35
(
1
), pp.
29
38
.
19.
Eckert
,
C. M.
, and
Stacey
,
M.
, 2005, “
Reasoning by Reference to Past Designs
,”
Proceedings of Studying Designers ‘05
, Key Centre of Design Computing and Cognition, University of Sydney,
J. S.
Gero
, ed.
20.
Leclercq
,
P.
, and
Heyligen
,
A.
, 2002, “
5,8 Analogies Per Hour, a Designer’s View on Analogical Reasoning
,”
Proceedings of AID’02, Seventh International Conference on Artificial Intelligence in Design
, Cambridge, UK.
21.
Gick
,
M. L.
, and
Holyoak
,
K. J.
, 1980, “
Analogical Problem Solving
,”
Cognit Psychol.
0010-0285,
12
(
3
), pp.
306
355
.
22.
Clark
,
A.
, and
Chalmers
,
D. J.
, 1998, “
The Extended Mind
,”
Analysis
,
58
(
1
), pp.
7
19
.
23.
Carr
,
N.
, 2008, “
Is Google Making Us Stupid? Why You Can’t Read the Way You Used To
,”
The Atlantic Monthly
1072-7825,
302
(
1
), pp.
56
63
.
24.
Wolf
,
M.
, and
Stoodley
,
C. J.
, 2008,
Proust and the Squid: The Story and Science of the Reading Brain
,
Icon
,
Thriplow
.
25.
Crystal
,
D.
, 2008,
Txtng: The Gr8 Db8
,
Oxford University Press
,
New York
.
26.
Zimmer
,
C.
, 2009, “
How Google Is Making Us Smarter
,”
Discover Magazine
0274-7529,
30
(
2
), pp.
30
32
.
27.
Bouchard
,
T. J.
, Jr.
, 1969, “
Personality, Problem-Solving Procedure, and Performance in Small Groups
,”
J. Appl. Psychol.
0021-9010,
53
(
1
), pp.
1
29
.
28.
Mullen
,
B.
,
Johnson
,
C.
, and
Salas
,
E.
, 1991, “
Productivity Loss in Brainstorming Groups: A Meta-Analytic Integration
,”
Basic Applied Social Psychology
,
12
(
1
), pp.
3
23
.
29.
Parnes
,
S. J.
, and
Meadow
,
A.
, 1959, “
Effects of ‘Brainstorming’ Instructions on Creative Problem Solving by Trained and Untrained Subjects
,”
J. Educ. Psychol.
0022-0663,
50
(
4
), pp.
171
176
.
30.
Shah
,
J. J.
,
Kulkarni
,
S. V.
, and
Vargas-Hernandez
,
N.
, 2000, “
Evaluation of Idea Generation Methods for Conceptual Design: Effectiveness Metrics and Design of Experiments
,”
ASME J. Mech. Des.
0161-8458,
122
(
4
), pp.
377
384
.
31.
Shah
,
J. J.
,
Smith
,
S. M.
, and
Vargas-Hernandez
,
N.
, 2003, “
Metrics for Measuring Ideation Effectiveness
,”
Des. Stud.
0142-694X,
24
(
2
), pp.
111
134
.
32.
Torrance
,
E. P.
, 1962,
Guiding Creative Talent
,
Prentice-Hall
,
Englewood Cliffs, NJ
.
33.
Van Der Lugt
,
R.
, 2005, “
How Sketching Can Affect the Idea Generation Process in Design Group Meetings
,”
Des. Stud.
0142-694X,
26
(
2
), pp.
101
122
.
34.
Bracewell
,
R.
, and
Johnson
,
A. L.
, 1999, “
From Embodiment Generation to Virtual Prototyping
,”
Proceedings of the International Conference on Engineering Design, ICED 99
, Munich, Germany, Vol.
2
, pp.
685
690
.
35.
Thornton
,
A. C.
, and
Johnson
,
A. L.
, 1996, “
Cadet: A Software Support Tool for Constraint Processes in Embodiment Design
,”
Res. Eng. Des.
0934-9839,
8
(
1
), pp.
1
13
.
36.
Goel
,
A. K.
,
De Silva Garza
,
A. G.
,
Grue
,
N.
,
Murdock
,
J. W.
,
Recker
,
M.
, and
Govindaraj
,
T.
, 1996,
Lecture Notes in Computer Science
,
Springer
,
Berlin
, p.
493
.
37.
Goel
,
A. K.
, and
Murdock
,
J. W.
, 1996, “
Meta-Cases: Explaining Case-Based Reasoning
,”
Proceedings of the Advances in Case-Based Reasoning: Third European Workshop, EWCBR-96
, Lausanne, Switzerland,
I.
Smith
and
B.
Faltings
, eds., pp.
150
163
.
38.
Hirtz
,
J.
,
Stone
,
R. B.
,
Mcadams
,
D. A.
,
Szykman
,
S.
, and
Wood
,
K. L.
, 2001, “
A Functional Basis for Engineering Design: Reconciling and Evolving Previous Efforts
,”
Res. Eng. Des.
0934-9839,
13
(
2
), p.
65
.
39.
Stone
,
R. B.
, and
Wood
,
K. L.
, 2000, “
Development of a Functional Basis for Design
,”
ASME J. Mech. Des.
0161-8458,
122
(
4
), pp.
359
370
.
40.
Xue
,
D.
,
Yang
,
H.
, and
Tu
,
Y. L.
, 2006, “
Modeling of Evolutionary Design Database
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
6
(
1
), pp.
22
32
.
41.
Rachuri
,
S.
,
Han
,
Y. -H.
,
Foufou
,
S.
,
Feng
,
S. C.
,
Roy
,
U.
,
Wang
,
F.
,
Sriram
,
R. D.
, and
Lyons
,
K. W.
, 2006, “
A Model for Capturing Product Assembly Information
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
6
(
1
), pp.
11
21
.
42.
Bohm
,
M. R.
,
Stone
,
R. B.
, and
Szykman
,
S.
, 2005, “
Enhancing Virtual Product Representations for Advanced Design Repository Systems
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
5
(
4
), pp.
360
372
.
43.
Bryant
,
C.
,
Mcadams
,
D.
,
Stone
,
R.
,
Kurtoglu
,
T.
, and
Campbell
,
M. I.
, 2005, “
A Computational Technique for Concept Generation
,”
Proceedings of the ASME 2005 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
, Long Beach, CA, Paper No. DETC2005/DTM-85323.
44.
Bryant
,
C.
,
Stone
,
R.
,
Mcadams
,
D.
,
Kurtoglu
,
T.
, and
Campbell
,
M.
, 2005, “
Concept Generation From the Functional Basis of Design
,”
Proceedings of the International Conference on Engineering Design, ICED ‘05
, Melbourne, Australia.
45.
Shooter
,
S. B.
,
Simpson
,
T. W.
,
Kumaray
,
S. R. T.
,
Stone
,
R. B.
, and
Terpenny
,
J. P.
, 2005, “
Toward a Multi-Agent Information Infrastructure for Product Family Planning and Mass Customization
,”
International Journal of Mass Customization
,
1
(
1
), pp.
134
155
.
46.
Kurtoglu
,
T.
, and
Campbell
,
M. I.
, 2009, “
Automated Synthesis of Electromechanical Design Configurations From Empirical Analysis of Function to Form Mapping
,”
J. Eng. Design
0954-4828,
20
(
1
), pp.
83
104
.
47.
Bohm
,
M.
, 2009, “
Information Archival and Reuse: Drawing Conclusions From the Past
,” Ph.D. thesis, Missouri University of Science and Technology, Rolla, Missouri.
48.
Backer
,
E.
, 1995,
Computer-Assisted Reasoning in Cluster Analysis
,
Prentice-Hall
,
New York
.
49.
Anderberg
,
M. R.
, 1982,
Cluster Analysis for Applications
,
Academic
,
New York
.
50.
Ames
,
A. L.
,
Nadeau
,
D. R.
, and
Moreland
,
J. L.
, 1997,
The VRML 2.0 Sourcebook
,
Wiley
,
New York
.
51.
Bryson
,
S.
, and
Levit
,
C.
, 1992, “
The Virtual Wind Tunnel
,”
IEEE Comput. Graphics Appl.
0272-1716,
12
(
4
), pp.
25
34
.
52.
Cruz-Neira
,
C.
,
Sandin
,
D. J.
, and
Defanti
,
T. A.
, 1993, “
Surround-Screen Projection-Based Virtual Reality: The Design and Implementation of the Cave
,”
Comput. Graphics
0097-8493,
27
, pp.
135
142
.
53.
Geist
,
G. A.
,
Kohl
,
J. A.
, and
Papadopoulos
,
P. M.
, 1997, “
Cumulvs: Providing Fault Tolerance, Visualization, and Steering of Parallel Applications
,”
The International Journal of High Performance Computing Applications
,
11
(
3
), pp.
224
235
.
54.
Price
,
A. M.
, 1998, “
Virtual Product Development ‘Case Study of the T-45 Horizontal Stabilator’
,”
Proceedings of the 39th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference and Exhibit
, Long Beach, CA, Paper No. A98-25247.
55.
Winer
,
E. H.
, and
Bloebaum
,
C. L.
, 2002, “
Development of Visual Design Steering as an Aid in Large-Scale Multidisciplinary Design Optimization. Part I: Method Development
,”
Struct. Multidiscip. Optim.
1615-147X,
23
(
6
), pp.
412
424
.
56.
Winer
,
E. H.
, and
Bloebaum
,
C. L.
, 2002, “
Development of Visual Design Steering as an Aid in Large-Scale Multidisciplinary Design Optimization. Part II: Method Validation
,”
Struct. Multidiscip. Optim.
1615-147X,
23
(
6
), pp.
425
435
.
57.
Eddy
,
J.
, and
Lewis
,
K.
, 2002, “
Visualization of Multi-Dimensional Design and Optimization Data Using Cloud Visualization
,”
Proceedings of 2002 ASME Design Technical Conferences, Design Automation Conference
, Montreal, Canada, Paper No. DETC02/DAC-02006.
58.
Mattson
,
C.
,
Mullur
,
A.
, and
Messac
,
A.
, 2004, “
Smart Pareto Filter: Obtaining a Minimal Representation of Multiobjective Design Space
,”
Eng. Optimiz.
0305-215X,
36
(
6
), pp.
721
740
.
59.
Mattson
,
C. A.
, and
Messac
,
A.
, 2003, “
Concept Selection Using S-Pareto Frontiers
,”
AIAA J.
0001-1452,
41
(
6
), pp.
1190
1198
.
60.
Ribarsky
,
W.
,
Ayers
,
E.
,
Eble
,
J.
, and
Mukherjea
,
S.
, 1994, “
Glyphmaker: Creating Customized Visualizations of Complex Data
,”
IEEE Trans. Comput.
0018-9340,
27
(
7
), pp.
57
64
.
61.
Balling
,
R.
, 1999, “
Design by Shopping: A New Paradigm
,”
Proceedings of the Third World Congress of Structural and Multidisciplinary Optimization
, Buffalo, NY, pp.
295
297
.
62.
Stump
,
G.
,
Lego
,
S.
,
Yukish
,
M.
,
Simpson
,
T. W.
, and
Donndelinger
,
J. A.
, 2009, “
Visual Steering Commands for Trade Space Exploration: User-Guided Sampling With Example
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
9
(
4
), p.
044501
.
63.
Hoyle
,
C.
,
Tumer
,
I. Y.
,
Mehr
,
A. F.
, and
Chen
,
W.
, 2009, “
Health Management Allocation During Conceptual System Design
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
9
(
2
), p.
021002
.
64.
Bohm
,
M. R.
,
Stone
,
R. B.
,
Simpson
,
T. W.
, and
Steva
,
E. D.
, 2008, “
Introduction of a Data Schema to Support a Design Repository
,”
Comput.-Aided Des.
0010-4485,
40
(
7
), pp.
801
811
.
65.
Kurtoglu
,
T.
,
Campbell
,
M. I.
,
Gonzalez
,
J.
,
Bryant
,
C. R.
,
Stone
,
R. B.
, and
Mcadams
,
D. A.
, 2005, “
Capturing Empirically Derived Design Knowledge for Creating Conceptual Design Configurations
,”
Proceedings of the 2005 ASME International Design Theory and Methodology Conference
, Long Beach, CA, Paper No. IDETC/DTM-84405, pp.
249
257
.
66.
Kurtoglu
,
T.
,
Campbell
,
M. I.
,
Arnold
,
C. B.
,
Stone
,
R. B.
, and
Mcadams
,
D. A.
, 2009, “
A Component Taxonomy as a Framework for Computational Design Synthesis
,”
ASME J. Comput. Inf. Sci. Eng.
1530-9827,
9
(
1
), p.
011007
.
67.
Nagl
,
M.
, 1983,
Bibliography on Graph Rewriting Systems (Graph-Grammars)
,
Fachbereich Mathematik der Universität Osnabrück
,
Osnabrück
.
68.
Nagel
,
R. L.
,
Perry
,
K. L.
,
Stone
,
R. B.
, and
Mcadams
,
D. A.
, 2009, “
Functioncad: A Functional Modeling Application Based on the Function Design Framework
,”
Proceedings of the 2009 ASME Design Engineering Technical Conferences and Computers and Information in Engineering
, San Diego, CA, Paper No. DETC2009- 87010.
69.
Nilsson
,
N. J.
, 1982,
Principles of Artificial Intelligence
,
Springer
,
Berlin
.
70.
Ehrig
,
H.
, 2006,
Fundamentals of Algebraic Graph Transformation
,
Springer
,
Berlin
.
71.
Heckel
,
R.
,
Kuster
,
J. M.
, and
Taentzer
,
G.
, 2002, “
Confluence of Typed Attributed Graph Transformation Systems
,”
Lect. Notes Comput. Sci.
0302-9743,
2505
, pp.
161
176
.
72.
Miller
,
G. A.
, 1956, “
The Magical Number Seven Plus or Minus Two: Some Limits on Our Capacity for Processing Information
,”
Psychol. Rev.
0033-295X,
63
(
2
), pp.
81
97
.
73.
Steward
,
D. V.
, 1981, “
The Design Structure System: A Method for Managing the Design of Complex Systems
,”
IEEE Trans. Eng. Manage.
0018-9391,
28
(
3
), pp.
71
74
.
74.
Arthur
,
D.
, and
Vassilvitskii
,
S.
, 2007, “
K-Means++: The Advantages of Careful Seeding
,”
Proceedings of the 18th Annual ACM-SIAM Symposium on Discrete Algorithms
, pp.
1027
1035
.
75.
Orsborn
,
S.
,
Boatwright
,
P.
, and
Cagan
,
J.
, 2008, “
Identifying Product Shape Relationships Using Principal Component Analysis
,”
Res. Eng. Des.
0934-9839,
18
(
4
), pp.
163
180
.
76.
Kaiser
,
H. F.
, 1960, “
The Application of Electronic Computers to Factor Analysis
,”
Educ. Psychol. Meas.
0013-1644,
20
(
1
), pp.
141
151
.
77.
Lerdorf
,
R.
, and
Tatroe
,
K.
, 2002,
Programming Php
,
O’Reilly
,
Sebastopol, CA/Beijing
.
78.
Extensible Markup Language (Xml)
, http://www.w3.org/XML/http://www.w3.org/XML/
79.
Birbeck
,
M.
,
Duckett
,
J.
,
Gudmundsson
,
O.
,
Kobak
,
P.
,
Lenz
,
E.
,
Livingstone
,
S.
,
Marcus
,
D.
,
Mohr
,
S.
,
Pinnock
,
J.
,
Visco
,
K.
,
Watt
,
A.
,
Williams
,
K.
,
Zaev
,
Z.
, and
Ozu
,
N.
, 2001,
Professional XML (Programmer to Programmer)
,
2nd ed.
,
Wrox Press
,
Birmingham, UK
.
80.
GRAPHSYNTH, software for generative grammars and creative search, http://graphsynth.com/http://graphsynth.com/
81.
Szykman
,
S.
,
Racz
,
J. W.
, and
Sriram
,
R. D.
, 1999, “
The Representation of Function in Computer-Based Design
,”
Proceedings of the ASME Design Engineering Technical Conferences (11th International Conference on Design Theory and Methodology
, Las Vegas, NV, Paper No. DETC99/DTM-8742.
82.
Ellson
,
J.
,
Gansner
,
E.
,
Koutsofios
,
E.
,
North
,
S. C.
, and
Woodhull
,
G.
, 2004, “
Graphviz and Dynagraph—Static and Dynamic Graph Drawing Tools
,”
Graph Drawing Software
,
M.
Junger
and
P.
Mutzel
, eds.,
Springer-Verlag
,
New York
, pp.
127
148
.
83.
Gansner
,
E. R.
, and
North
,
S. C.
, 2000, “
An Open Graph Visualization System and Its Applications to Software Engineering
,”
Softw.: Pract. Exp.
,
30
(
11
), pp.
1203
1233
.
84.
Simpson
,
T.
,
Barron
,
K.
,
Rothrock
,
L.
,
Frecker
,
M.
,
Barton
,
R.
, and
Ligetti
,
C.
, 2007, “
Impact of Response Delay and Training on User Performance With Text-Based and Graphical User Interfaces for Engineering Design
,”
Res. Eng. Des.
0934-9839,
18
(
2
), pp.
49
65
.
85.
Kurtoglu
,
T.
,
Campbell
,
M.
, and
Linsey
,
J.
, 2009, “
An Experimental Study on the Effects of a Computational Design Tool on Concept Generation
,”
Des. Stud.
0142-694X,
30
(
6
), pp.
676
703
.
86.
Linsey
,
J.
,
Green
,
M. G.
,
Murphy
,
J. T.
,
Wood
,
K. L.
, and
Markman
,
A. B.
, 2005, “
Collaborating to Success: An Experimental Study of Group Idea Generation Techniques
,”
Proceedings of the ASME Design Theory and Methodology Conference
, Long Beach, CA.
87.
Jansson
,
D. G.
, and
Smith
,
S. M.
, 1991, “
Design Fixation
,”
Des. Stud.
0142-694X,
12
(
1
), pp.
3
11
.
88.
Linsey
,
J.
,
Tseng
,
I.
,
Fu
,
K.
,
Cagan
,
J.
,
Wood
,
K.
, and
Schunn
,
C.
, 2010, “
A Study of Design Fixation, Its Mitigation and Perception in Engineering Design Faculty
,”
ASME J. Mech. Des.
0161-8458,
132
(
4
), p.
041003
.
89.
Jaarsveld
,
S.
, and
Van Leeuwen
,
C.
, 2005, “
Sketches From a Design Process: Creative Cognition Inferred From Intermediate Products
,”
Cogn. Sci.
0364-0213,
29
(
1
), pp.
79
101
.
90.
Marsh
,
R. L.
,
Ward
,
T. B.
, and
Landau
,
J. D.
, 1999, “
The Inadvertent Use of Prior Knowledge in a Generative Cognitive Task
,”
Mem. Cognit.
0090-502X,
27
(
1
), pp.
94
105
.
91.
Purcell
,
A. T.
, and
Gero
,
J. S.
, 1996, “
Design and Other Types of Fixation
,”
Des. Stud.
0142-694X,
17
(
4
), pp.
363
383
.
92.
Smith
,
S. M.
, and
Blankenship
,
S. E.
, 1991, “
Incubation and the Persistence of Fixation in Problem Solving
,”
Am. J. Psychol.
0002-9556,
104
(
1
), pp.
61
87
.
93.
Ward
,
T. B.
, 1994, “
Structured Imagination: The Role of Category Structure in Exemplar Generation
,”
Cognit Psychol.
0010-0285,
27
(
1
), pp.
1
40
.
94.
Shah
,
J. J.
, 1998, “
Experimental Investigation of Progressive Idea Generation Techniques in Engineering Design
,”
Proceedings of the ASME Design Engineering Technical Conferences
, Atlanta, GA, Paper No. DETC98/DTM-5676.
95.
Dugosh
,
K. L.
, and
Paulus
,
P. B.
, 2005, “
Cognitive and Social Comparison Processes in Brainstorming
,”
J. Exp. Soc. Psychol.
0022-1031,
41
(
3
), pp.
313
320
.
96.
Perttula
,
M.
, and
Sipila
,
P.
, 2007, “
The Idea Exposure Paradigm in Design Idea Generation
,”
J. Eng. Design
0954-4828,
18
(
1
), pp.
93
102
.
97.
Tseng
,
I.
,
Moss
,
J.
,
Cagan
,
J.
, and
Kotovsky
,
K.
, 2008, “
The Role of Timing and Analogical Similarity in the Stimulation of Idea Generation in Design
,”
Des. Stud.
0142-694X,
29
(
3
), pp.
203
221
.
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