Abstract

We investigate speech-based input as a means to enable reflective thinking for younger individuals (middle- and high-school students) during design iterations. Verbalization offers a unique way to externalize ideas in early design and could therefore lead to new pathways for exploration and iteration, especially for K-12 students who possess the creative potential but are not technically trained in the design process. Interactive design systems, however, by-and-large utilize sketching, multitouch, and gestural inputs. As a result, (1) there is little know-how regarding how to operationalize verbal inputs as a meaningful way to facilitate idea exploration and (2) there is little fundamental understanding of the underlying cognitive mechanisms for iteration through verbal communication. We take the initial steps toward these gaps by first designing and implementing the ShapOrator interface that takes verbal descriptions of geometric parameters (shape, size, instances) in a semi-natural language form and determines the appropriate transformations to a given design artifact modeled as a shape assembly. By using ShapOrator as our experimental setup, we conducted an in-depth observational study on ten middle- and high-school students tasked with designing spaceships. Our study revealed that participants were able to create a variety of designs while associating functional and topical contexts to their spaceships throughout the design iteration process.

References

1.
Schon
,
D. A.
,
1992
, “
Designing as Reflective Conversation With the Materials of a Design Situation
,”
Res. Eng. Des.
,
3
(
3
), pp.
131
147
.
2.
Gero
,
J. S.
, and
Kannengiesser
,
U.
,
2008
, “
An Ontological Account of Donald Schön’s Reflection in Designing
,”
Int. J. Des. Sci. Technol.
,
15
(
2
), pp.
77
90
.
3.
Goel
,
V.
,
1995
,
Sketches of Thought
,
MIT Press
,
Cambridge, MA
.
4.
Igarashi
,
T.
,
Matsuoka
,
S.
, and
Tanaka
,
H.
,
2006
, “
Teddy: A Sketching Interface for 3D Freeform Design
,”
ACM SIGGRAPH 2006 Courses
,
Boston, MA
,
July 30–Aug. 3
.
5.
Zhao
,
Z.
,
Badam
,
S. K.
,
Chandrasegaran
,
S.
,
Park
,
D. G.
,
Elmqvist
,
N. L.
,
Kisselburgh
,
L.
, and
Ramani
,
K.
,
2014
, “
skwiki: A Multimedia Sketching System for Collaborative Creativity
,”
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
,
Toronto, Ontario, Canada
,
Apr. 26–May 1
, pp.
1235
1244
.
6.
Piya
,
C.
,
Vinayak
,
Chandrasegaran
,
S
,
Elmqvist
,
N.
, and
Ramani
,
K.
,
2017
, “
Co-3deator: A Team-First Collaborative 3D Design Ideation Tool
,”
CHI '17: CHI Conference on Human Factors in Computing Systems
,
Denver, CO
,
May 6–11
, pp.
6581
6592
.
7.
Zhang
,
Y.
,
Han
,
T.
,
Ren
,
Z.
,
Umetani
,
N.
,
Tong
,
X.
,
Liu
,
Y.
,
Shiratori
,
T.
, and
Cao
,
X.
,
2013
, “
Bodyavatar: Creating Freeform 3D Avatars Using First-Person Body Gestures
,”
UIST'13: The 26th Annual ACM Symposium on User Interface Software and Technology
,
St. Andrews Scotland, UK
,
Oct. 8–11
, pp.
387
396
.
8.
Vinayak
,
Ramanujan
,
D
,
Piya
,
C
, and
Ramani
,
K
,
2016
, “
Mobisweep: Exploring Spatial Design Ideation Using a Smartphone as a Hand-Held Reference Plane
,”
Proceedings of the TEI '16: Tenth International Conference on Tangible, Embedded, and Embodied Interaction
,
Eindhoven, Netherlands
,
Feb. 14–17
.
9.
Schunk
,
D. H.
,
1986
, “
Verbalization and Children’s Self-Regulated Learning
,”
Contemp. Educ. Psychol.
,
11
(
4
), pp.
347
369
.
10.
Ungureanu
,
L.-C.
, and
Hartmann
,
T.
,
2021
, “
Analysing Frequent Natural Language Expressions From Design Conversations
,”
Des. Stud.
,
72
, p.
100987
.
11.
Wiegers
,
T.
,
Langeveld
,
L.
, and
Vergeest
,
J.
,
2011
, “
Shape Language: How People Describe Shapes and Shape Operations
,”
Des. Stud.
,
32
(
4
), pp.
333
347
.
12.
Wendler
,
W. V.
, and
Rogers
,
J. S.
,
1995
, “
The Design Life Space: Verbal Communication in the Architectural Design Studio
,”
J. Archit. Plan. Res.
,
12
(
07380895
), pp.
319
336
.
13.
Allen
,
K.
,
2005
, “
Online Learning: Constructivism and Conversation as an Approach to Learning
,”
Innov. Educ. Teach. Int.
,
42
(
3
), pp.
247
256
.
14.
Nijstad
,
B. A.
, and
Stroebe
,
W.
,
2006
, “
How the Group Affects the Mind: A Cognitive Model of Idea Generation in Groups
,”
Pers. Soc. Psychol. Rev.
,
10
(
3
), pp.
186
213
.
15.
Wang
,
H.-C.
,
Cosley
,
D.
, and
Fussell
,
S. R.
,
2010
, “
Idea Expander: Supporting Group Brainstorming With Conversationally Triggered Visual Thinking Stimuli
,”
CSCW '10: Computer Supported Cooperative Work
,
Savannah, GA
,
Feb. 6–10
, pp.
103
106
.
16.
Shi
,
Y.
,
Wang
,
Y.
,
Qi
,
Y.
,
Chen
,
J.
,
Xu
,
X.
, and
Ma
,
K.-L.
,
2017
, “
Ideawall: Improving Creative Collaboration Through Combinatorial Visual Stimuli
,”
CSCW '17: Computer Supported Cooperative Work and Social Computing
,
Portland, OR
,
Feb. 25–Mar. 1
, pp.
594
603
.
17.
Donath
,
J.
,
Karahalios
,
K.
, and
Viegas
,
F.
,
1999
, “
Visualizing Conversation
,”
J. Comput. Mediat. Commun.
,
4
(
4
), p.
JCMC442
.
18.
Glock
,
F.
,
2009
, “
Aspects of Language Use in Design Conversation
,”
CoDesign
,
5
(
1
), pp.
5
19
.
19.
Xue
,
S.
,
Kou
,
X.
, and
Tan
,
S.
,
2009
, “
Natural Voice-Enabled Cad: Modeling Via Natural Discourse
,”
Comput. Aided Des. Appl.
,
6
(
1
), pp.
125
136
.
20.
Adler
,
A.
, and
Davis
,
R.
,
2007
, “
Speech and Sketching: An Empirical Study of Multimodal Interaction
,”
SBIM07: 4th Eurographics Workshop on Sketch-Based Interfaces and Modeling
,
Riverside, CA
,
Aug. 2–3
, Association for Computing Machinery, pp.
83
90
.
21.
Sharma
,
A.
,
Madhvanath
,
S.
,
Shekhawat
,
A.
, and
Billinghurst
,
M.
,
2011
, “
Mozart: A Multimodal Interface for Conceptual 3D Modeling
,”
ICMI'11: International Conference on Multimodal Interaction
,
Alicante, Spain
,
Nov. 14–18
, pp.
307
310
.
22.
Gao
,
S.
,
Wan
,
H.
, and
Peng
,
Q.
,
2000
, “
An Approach to Solid Modeling in a Semi-Immersive Virtual Environment
,”
Comput. Graph.
,
24
(
2
), pp.
191
202
.
23.
Vyas
,
S.
,
Chen
,
T.-J.
,
Woodward
,
J.
, and
Krishnamurthy
,
V. R.
,
2022
, “
Shaporator: Enabling Design Iteration for Young Designers Through Shape Verbalization
,”
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
,
St. Louis, MO
,
Aug. 14–17
.
24.
Hybs
,
I.
, and
Gero
,
J. S.
,
1992
, “
An Evolutionary Process Model of Design
,”
Des. Stud.
,
13
(
3
), pp.
273
290
.
25.
Adams
,
R. S.
, and
Atman
,
C. J.
,
1999
, “
Cognitive Processes in Iterative Design Behavior
,”
Frontiers in Education (FIE) Conference
,
San Juan, PR
,
Nov. 10
, Vol.
1
, IEEE, pp. 11A6â13.
26.
Faste
,
H.
,
2017
, “
Intuition in Design: Reflections on the Iterative Aesthetics of Form
,” CHI, pp.
3403
3413
.
27.
Greene
,
S. L.
,
2002
, “
Characteristics of Applications That Support Creativity
,”
Commun. ACM
,
45
(
10
), pp.
100
104
.
28.
Gharib
,
I.
,
2013
, “
Integration of Sketch-Based Ideation and 3D Modeling With CAD Systems
,” PhD Theses,
Brunel University School of Engineering and Design
,
Uxbridge, UK
.
29.
Siddharth
,
L.
,
Blessing
,
L.
,
Wood
,
K. L.
, and
Luo
,
J.
,
2022
, “
Engineering Knowledge Graph From Patent Database
,”
ASME J. Comput. Inf. Sci. Eng.
,
22
(
2
), p.
021008
.
30.
Tuarob
,
S.
,
Lim
,
S.
, and
Tucker
,
C. S.
,
2018
, “
Automated Discovery of Product Feature Inferences Within Large-Scale Implicit Social Media Data
,”
ASME J. Comput. Inf. Sci. Eng.
,
18
(
2
), p.
021017
.
31.
Bolt
,
R. A.
,
1980
, “
‘Put-That-There’: Voice and Gesture at the Graphics Interface
,”
SIGGRAPH '80: Proceedings of the 7th Annual Conference on Computer Graphics and Interactive Techniques
,
Seattle, WA
,
July 14–18
, pp.
262
270
.
32.
Chu
,
C.-C. P.
,
Dani
,
T. H.
, and
Gadh
,
R.
,
1997
, “
Multi-Sensory User Interface for a Virtual-Reality-Based Computeraided Design System
,”
Comput. Aided Des.
,
29
(
10
), pp.
709
725
.
33.
Weyrich
,
M.
, and
Drews
,
P.
,
1999
, “
An Interactive Environment for Virtual Manufacturing: The Virtual Workbench
,”
Comput. Ind.
,
38
(
1
), pp.
5
15
.
34.
Nanjundaswamy
,
V.
,
Kulkarni
,
A.
,
Chen
,
Z.
,
Jaiswal
,
P.
,
Verma
,
A.
, and
Rai
,
R.
,
2013
, “
Intuitive 3D Computer-Aided Design (CAD) System With Multimodal Interfaces
,”
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
,
Portland, OR
,
Aug. 4–7
, Vol. 55850, American Society of Mechanical Engineers, p. V02AT02A037.
35.
Wetzstein
,
A.
, and
Hacker
,
W.
,
2004
, “
Reflective Verbalization Improves Solutions—The Effects of Question-Based Reflection in Design Problem Solving
,”
Appl. Cogn. Psychol.
,
18
(
2
), pp.
145
156
.
36.
Hong
,
Y.-C.
, and
Choi
,
I.
,
2011
, “
Three Dimensions of Reflective Thinking in Solving Design Problems: A Conceptual Model
,”
Educ. Technol. Res. Dev.
,
59
(
5
), pp.
687
710
.
37.
Bilda
,
Z.
,
Gero
,
J. S.
, and
Purcell
,
T.
,
2006
, “
To Sketch or Not to Sketch? That Is the Question
,”
Des. Stud.
,
27
(
5
), pp.
587
613
.
38.
Jonson
,
B.
,
2005
, “
Design Ideation: The Conceptual Sketch in the Digital Age
,”
Des. Stud.
,
26
(
6
), pp.
613
624
.
39.
Khan
,
S.
, and
Tunçer
,
B.
,
2019
, “
Gesture and Speech Elicitation for 3D Cad Modeling in Conceptual Design
,”
Autom. Constr.
,
106
, p.
102847
.
40.
Khan
,
S.
, and
Tunçer
,
B.
,
2019
, “
Speech Analysis for Conceptual CAD Modeling Using Multi-Modal Interfaces: An Investigation Into Architects’ and Engineers’ Speech Preferences
,”
AI EDAM
,
33
(
3
), pp.
275
288
.
41.
Khan
,
S.
,
Tuncer
,
B.
,
Subramanian
,
R.
, and
Blessing
,
L.
,
2019
, “
3D CAD Modeling Using Gestures and Speech: Investigating CAD Legacy and Non-Legacy Procedures
,”
18th International Conference on Computer-Aided Architectural Design Future (CAAD Future 2019)
,
Daejon, South Korea
,
June 26–28
.
42.
Dossick
,
C. S.
, and
Neff
,
G.
,
2011
, “
Messy Talk and Clean Technology: Communication, Problem-Solving and Collaboration Using Building Information Modelling
,”
Eng. Proj. Organ. J.
,
1
(
2
), pp.
83
93
.
43.
Spinuzzi
,
C.
,
2005
, “
The Methodology of Participatory Design
,”
Technic. Commun.
,
52
(
2
), pp.
163
174
.
44.
Saksono
,
H.
,
Ranade
,
A.
,
Kamarthi
,
G.
,
Castaneda-Sceppa
,
C.
,
Hoffman
,
J. A.
,
Wirth
,
C.
, and
Parker
,
A. G.
,
2015
, “
Spaceship Launch: Designing a Collaborative Exergame for Families
,”
CSCW '15: Computer Supported Cooperative Work and Social Computing
,
Vancouver, BC, Canada
,
Mar. 14–18
, pp.
1776
1787
.
45.
Malinverni
,
L.
,
Mora-Guiard
,
J.
,
Padillo
,
V.
,
Mairena
,
M.
,
Hervás
,
A.
, and
Pares
,
N.
,
2014
, “
Participatory Design Strategies to Enhance the Creative Contribution of Children With Special Needs
,”
IDC'14: Interaction Design and Children 2014
,
Aarhus, Denmark
,
June 17–20
, pp.
85
94
.
46.
Kalogerakis
,
E.
,
Chaudhuri
,
S.
,
Koller
,
D.
, and
Koltun
,
V.
,
2012
, “
A Probabilistic Model for Component-Based Shape Synthesis
,”
Acm Trans. Graph. (TOG)
,
31
(
4
), pp.
1
11
.
47.
Chaudhuri
,
S.
,
Kalogerakis
,
E.
,
Guibas
,
L.
, and
Koltun
,
V.
,
2011
, “
Probabilistic Reasoning for Assembly-Based 3D Modeling
,”
SIGGRAPH '11: Special Interest Group on Computer Graphics and Interactive Techniques Conference
,
Vancouver, BC, Canada
,
Aug. 7–11
, pp.
1
10
.
48.
Vinayak
,
,
Murugappan
,
S.
,
Piya
,
C.
, and
Ramani
,
K.
,
2013
, “
Handy-Potter: Rapid Exploration of Rotationally Symmetric Shapes Through Natural Hand Motions
,”
ASME J. Comput. Inf. Sci. Eng.
,
13
(
2
), p.
021008
.
49.
Vyas
,
S.
,
Chen
,
T.-J.
,
Mohanty
,
R. R.
, and
Krishnamurthy
,
V. R.
,
2022
, “
Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling
,”
ASME J. Comput. Inf. Sci. Eng.
,
22
(
6
), p.
064501
.
50.
Gielis
,
J.
,
2003
, “
A Generic Geometric Transformation That Unifies a Wide Range of Natural and Abstract Shapes
,”
Am. J. Bot.
,
90
(
3
), pp.
333
338
.
51.
Hirschberg
,
J.
, and
Manning
,
C. D.
,
2015
, “
Advances in Natural Language Processing
,”
Science
,
349
(
6245
), pp.
261
266
.
52.
Cherry
,
E.
, and
Latulipe
,
C.
,
2014
, “
Quantifying the Creativity Support of Digital Tools Through the Creativity Support Index
,”
ACM Trans. Comput. Human Interact. (TOCHI)
,
21
(
4
), pp.
1
25
.
53.
Brown
,
T.
,
Mann
,
B.
,
Ryder
,
N.
,
Subbiah
,
M.
,
Kaplan
,
J. D.
,
Dhariwal
,
P.
, and
Neelakantan
,
A.
,
2020
, “
Language Models Are Few-Shot Learners
,”
Adv. Neural Inform. Process. Syst.
,
33
, pp.
1877
1901
.
54.
Miller
,
G. A.
,
1995
, “
Wordnet: A Lexical Database for English
,”
Commun. ACM
,
38
(
11
), pp.
39
41
.
55.
Chang
,
A. X.
,
Funkhouser
,
T.
,
Guibas
,
L.
,
Hanrahan
,
P.
,
Huang
,
Q.
,
Li
,
Z.
,
Savarese
,
S.
, et al
,
2015
,
ShapeNet: An Information-Rich 3D Model Repository
.
56.
Fu
,
K.
,
Murphy
,
J.
,
Yang
,
M.
,
Otto
,
K.
,
Jensen
,
D.
, and
Wood
,
K.
,
2015
, “
Design-by-Analogy: Experimental Evaluation of a Functional Analogy Search Methodology for Concept Generation Improvement
,”
Res. Eng. Des.
,
26
(
1
), pp.
77
95
.
57.
Fu
,
K.
,
Moreno
,
D.
,
Yang
,
M.
, and
Wood
,
K. L.
,
2014
, “
Bio-inspired Design: An Overview Investigating Open Questions From the Broader Field of Design-by-Analogy
,”
ASME J. Mech. Des.
,
136
(
11
), p.
111102
.
You do not currently have access to this content.