SlideShare a Scribd company logo
Visualizing the Sociotechnical
System as an Urban
Democratic Resource
!"#$%&%'( )*+#$+',-(
.#/#0($123#+4$5*67/##' .,6#8*4$&*/9$:;#9'264$5%)"*#9$&*/6#<*9#4$5%6+"#6= >?*<%-+26@$A"#6=4$5*/),+$B2/-264$:*/*$?%*026-4$$
C&D?$E6%<#/+%'(4$!2/26'24$&*6*-*
1. Context and rationale for the socio-technical
system to be a democratic resource
2. iCity project as a case study example
F User centred process to develop a
visualization taxonomy
F Application and prototype testing
Key Themes
!"#$%&'(#)*'+,#-./+%00.1'$223$*/456789
The increasing dependence of individuals on sociotechnical and
technological systems in urban life today, has provided an enormous
amount of data that reveal user stories.
Context and Rationale
The user stories provide insight into how individuals make choices around how
they integrate these systems into the quality of their urban life.
!"#$%&':::3;%<%*=3>2"
F User stories and habits are captured as patterns
F Identification of shared user behaviors
F The accessibility of sociotechnical systems provide individuals with
choices
!"#$%&':::3;%<%*=3>2"
Visualization and visual analytics tools can provide critical support for
researchers, designers and stakeholders to understand these democratic
choices related to human activities.
Correlating and representing quantitative data from human actors provides
insight, explanations for patterns and anomalies that aid in system decision
support as a democratic resource.
!"#$%&':::3;%<%*=3>2"
!"#$%'(2),>%&'$223$*/?@AB.<
iCity is a collaboration between academic researchers, industry partners, city
transportation and planning departments in Toronto to set out conditions for
an interactive interface as a democratic resource for individuals and groups
to highlight their needs /wants /values, and participate in strategic planning
opportunities.
iCity as a Case Study
The iCity urban transport project focuses on the development of data
analytics transportation and transit planning tools
!"#$%&'C4C0. 5C=)#*CD#0C2E1'6(F!'>C0.%E$CE%1'&*/9$:;#9'264$GC>H#%*'4#,E%-#**%
At iCity we develop decision support tools combining social media
and mobile data with GIS, demographic, socio-economic and
transit data
!"#$%&'C4C0. 5C=)#*CD#0C2EI'!"#$%&'()*+,'+*-%.*(/0'11*1'&*/9$:;#9'264$G#,>)='+2,J2E'1'4#,E%-#**%1'G#E;,%%0'K)E%L#
Paper focuses on the design process adopted to study
comparative methodologies and prototype frameworks for
visualization interface.
DESIGN
PROCESS
Understand
Explore
Materialize
!"#$%&'C4C0. 5C=)#*CD#0C2EI'K%,%".'M2:%=1'G#E;,%%0'K)E%L#
1. Taxonomy
Taxonomy can thus be understood as
meaning
‘laws of arrangement and division’.
!"#$%&'$223$*/92NO(<
Definitions
Eg: Library, arrangement of books
2. Use Case
A use case is a series of related interactions between a user (or
more generally, an “actor”) and a system that enables the user to
achieve a goal.
!"#$%&'PC#$,#"1'G#E;,%%0'K)E%L#
Definitions
!"#$%&'&()*+,-$(&,*./+-"$'&()+-,)+0-
(%#,>H
P%=0CE#0C2E
Pedestrian BEJ,2CJ'B;;2)2(*3
42*%&/2*
52*6
Understand
F Literature Review
F Comparative Methodology in Urban
Transportation
F Expert Interviews
!"#$%&'P%=C$E'Q,2>%==1'C4C0. ;,2>%==';H#=%=1'K%,%".'M2:%=1'G#E;,%%0 K)E%L#
iCity approach & process
!"#$%&'P%=C$E'Q,2>%==1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0'K)E%L#
Key Findings
7'(*6/(56*%#*0'*89%!"#$"%"&"'()$*+$,-.*''*&# /'$0/)1-%/2-(/*')
Users Tasks
Data Type
Level of
Engagement
Decide
Synthesize
Analyze
Involve
Expose
Abstract
Spatial
Interaction
G H I
!"#$%&'"(#()'$
,3-++/4$5*0"&"'(
6-37/'8$
5-'-8"&"'(
*$+"#%(",-(,"./
0#$#1.2.$(
9/8'-%$:$,3-')/($
;<"3-(/*')
91)(-/'-=/%/(#
>")/%/"'($?/(/")
3"4#$/5.%)1$6
7,)8(/
9$:)"'$2.$(/
@"/8A=*3A**B$
6%-''/'8
?*&<%"("$9(3""()
9$(."(#)$2.$(/
;/<#2.%
C'("3-4(/0"$:$
D*4-(/*'$E-)"B$
F-&")
5/."B$$>"-%/(#
5#(#/=$#8>%)%
C'("%%/8"'($63"B/4(/0"$
G'-%#)/)
9/&1%-(/*'
?#$@/3%.
G8"'(H=-)"B$
5/43*H
)/&1%-(/*'
0#&&)$1
?-3(*83-<A#
F"*HI/)1-%/2-(/*'
3%."/A('").%B
C#""#():.%/
@-0/8-(/*'
>*1("$5-<</'8
J)"3$F"'"3-("B$
K-(-
9*4/-%$5"B/-$J)"
Software Application Categories: Use Domains
!"#$%&'42";#,#0C-%'G%0H2J2*2$.1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0 K)E%L#1'G#,>)='+2,J2E1'K%,%".'M2:%=
Key Findings
:;3</6/('0*%=*(>;?;1;,)9%G$)130"#$*+$%-'B)4-<"$(*$1'B"3)(-'B$(A"$(#<")$*+$
)*+(L-3"$(A-($"./)($-'B$(A"$+1'4(/*')$-%3"-B#$="/'8$)"30"BM
5.%-")&()'$ DE'/#"./
(E./3%."%F
DE#(/#"./(E./3%."/
!#%G%/4.)$1/
#--'2&8)%E.@F
!>&./'+/
*$(."#-()'$
?.:.8/'+/
9$1#1.2.$(
5#(#
(>&.
5#(#///////////
H.&".%.$(#()'$
5#(#/I'"2#(%
*$&,(J K,(&,(
R=%,'S (02,C%=1
T#,,#0C-%=
A,#E=;2,0#0C2E
R,U#E'P%=C$E
P#0#'#E#*.0C>=
9#EJ'R=%
(C")*#0C2E/'
!E0%,#>0C2E=/'
+#"%=
!EV,#=0,)>0),%'
G#E#$%"%E0
G#;;CE$
L,.%()'$%
(2V0:#,%'4#0%$2,C%=
Comparative Methodology Categories of Table
This helped us in aggregating User Types, Use Domains, User Tasks, and
the type of Data being used for Urban Transportation Applications
!"#$%&'42";#,#0C-%'G%0H2J2*2$.1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0 K)E%L#1'G#,>)='+2,J2E1'K%,%".'M2:%=
the
!"#$%&'42";#,#0C-%'G%0H2J2*2$.1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0 K)E%L#1'G#,>)='+2,J2E1'K%,%".'M2:%=
Comparative Methodology Categories of Table
!"#$%&'P%=C$E'Q,2>%==1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0'K)E%L#
Users Tasks
Data Type
Level of
Engagement
Decide
Synthesize
Analyze
Involve
Expose
Abstract
Spatial
Interaction
1 2 3
Taxonomy Sketch showing essentials aspects of
visualizations
Use
Domains
J
Explore
F Use Case Survey
F Use Case Mapping
F Design Charrette, Priority mapping
iCity approach & process
!"#$%&'C4C0. 5C=)#*CD#0C2EI'K%,%".'M2:%=1'G#E;,%%0'K)E%L#
Use Case survey
!"#$%&'R=%'4#=%'(),-%.=1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0'K)E%L#1'
4#,*'(N%*02E1'K%,%".'M2:%=
User Type
Gender, Age, Nationality,
Occupation
Application Scenario
Description of Tasks
Preconditions
Technology
Software, Environments and
Frameworks
Assets
Formats, Functions
Task interaction
How are you using this software/
tool?
Data Visualization
What is the visualization functionality
of this software/ tool?
Improvements
How could the software/ tool be
changed to support the required
tasks?
F%=%#,>H%,
Q%J%=0,C#E=
+2-%,E"%E0
Q,C-#0%'P#0#
W;%E'(2),>%
Q,C-#0%'P#0#
USERS DATATASKS
!"#$%&'()%'*#)%'+#,,-.$'/ ()%0)1'2#)3)'#.4'5#6#1'7%0%"8'9:;%)1'+#.,0%%6 7<.%=#1'-*-68 2%#"
Use Case Mapping Template
!=AMA
Use Case Mapping
!"#$%&'R=%'4#=%'G#;;CE$1'C4C0. ;,2>%==';H#=%=1'G#E;,%%0 K)E%L#1'K%,%".'M2:%=
9"%"4("B$C'("83-("B$J)"$K*&-/'$N.-&<%"
Design Charrette
!"#$%&'4H#,,%00%'!"#$%=1'C4C0. ;,2>%==';H#=%=1'C4C0. A%#"
Test Taxonomy Sketch
Establish priorities to build interface prototypes
Materialize
F User-Centred Taxonomy for Urban
Transportation Applications
F Applications and Visualization
Prototypes
iCity approach & process
!"#$%&'C4C0. 5C=)#*CD#0C2EI'K%,%".'M2:%=1'G#E;,%%0'K)E%L#
!"#$%&'M#=%J'2E'QCN%'XYZZ[1'G#H.#, XYZ@]'#EJ'(2,$%, XYZ@]1'C4C0. ;,2>%==';H#=%=1'A#<2E2".1'C4C0. A%#"
User centred Taxonomy for
Urban Transportation Applications
Application and
Visualization Prototypes
Visualization Prototype for Complete-Street interface
1. Geo-visualization analytic tools:
Complete Streets Research Software : Betaville, City Engine
!"#$%&'C4C0. ;,2>%==';H#=%=1'C4C0. A%#"
N5/
:)%,#8)O#()'$
!EV2$,#;HC>
W-%,*#.
Q*#E/'6*%-#0C2E=/
!=2"%0,C>/'B<2E2"%0,C>'
-C%:=
(),-%.'
4#;#UC*C0.
42""%E0/O)%,.
(0,%%0'(%>0C2E=
YJ'P#0#
^J'P#0#
(0,%%0'V),EC0),%
F2#J':CJ0H'
#JL)=0"%E0=
T#-C$#0C2E/'
?*.0H,2)$H
!"#$%&'C4C0. _#0%,V,2E0'G2J%*1'6=,C 4C0.6E$CE%1'4#,*'(N%*02E1'GC>H#%*'4#,E%-#*%1'C4C0. A%#"
We are developing a realistic virtual model of city of Toronto
The model includes existing transportation routes, topography, built and
natural environment within the city
!"#$%&'C4C0. _#0%,V,2E0'G2J%*1'6=,C 4C0.6E$CE%1'4#,*'(N%*02E1'GC>H#%*'4#,E%-#*%1'C4C0. A%#"
The model includes existing transportation routes, topography, built and
natural environment within the city
!"#$%&'C4C0. _#0%,V,2E0'G2J%*1'6=,C 4C0.6E$CE%1'4#,*'(N%*02E1'GC>H#%*'4#,E%-#*%1'C4C0. A%#"
!"#$%&'C4C0. _#0%,V,2E0'G2J%*1'6=,C 4C0.6E$CE%1'4#,*'(N%*02E1'GC>H#%*'4#,E%-#*%1'C4C0. A%#"
2. User-Stories and Data Analysis
Software -Story Facets, ESRI, IBM Watson Analytics, IBM Cognos
!"#$%&'C4C0. R=%,'(02,C%=1'C4C0. A%#"
T#,,#0C-%= 5#(#/=$#8>%)% +%2`(;#0C#*'5C=)#*CD#0C2E
!EV2$,#;HC>'2-%,*#.
YJ'P#0#
^J'P#0#
^J'G#;= YJ'G#;=
(02,.`U2#,JCE$
5CJ%2=
!"#$%=
BU=0,#>0'J#0#'
-C=)#*CD#0C2E='
42""%E0/O)%,.
F%#*'AC"%'JC=;*#.
Visualization Prototype for Data Analysis interface
!"#$%&'C4C0. +%2`-C=)#*CD#0C2E')=CE$'M%0#-C**%1'YJ'BE#*.=C=')=CE$'(02,.?#>%0=I'P#-CJ=2E'8H%E$1''GC>H#%*'4#,E%-#*%1'C4C0. A%#"
Registered parking availability by type and
location
Building development height restrictions by zoneTravel modes and times to UofT
!"#$%&'C4C0. 6=,C 4C0.6E$CE%1'#EJ'M%0#-C**% G2J%*I'GC>H#%*'4#,E%-#*%1'C4C0. A%#"
3d infographics overlay on 3d Map of the City of Toronto
!"#$%&'C4C0. BE#*.0C>=I'5/4A-"%$?-3'"0-%"O$?-3%$97"%(*'O$5-341)$F*3B*'O$C4C0. A%#"
Integrated Data Analysis and Geo-visualization Mapping
Developing and Testing further working-prototypes
with selected users to meet their priorities as outlined.
Validation of Taxonomy with expert users and citizens,
to broaden it’s application.
Creation of integrated dashboards, that collect and
allow analysis of real – time data, to provide
enhanced decision support.
iCity as a Case Study Next Steps
In this way users of the systems can help
designers, In identifying requirements, and
address fundamental matters of quality,
equity, and social values, with perspectives
rooted in the experience of urban systems
7)48)'1"#&E>
B"#,'F31'6#$#E'K31'(0#=N2 K3&'?'PQ8.:.8/-'2&'$.$(%/'+/#$#8>()-/#-():)(>/)$/)$+'"2#()'$/:)%,#8)O#()'$3'!666'(.";3'WE'
!EV23'5C=3'XYZZ]1'@@@`@@a1'Y1'^
M%,0CEC 631'7%EE%J.'K3'#EJ'Q);;2 631'YZ@]1'!#%G/!#R'$'2>/+'"/S#"('1"#2%1',%0,C%-%J'V,2"'
H00;=&//:::Y3>=3#,CD2E#3%J)/bN2U2),2-/>#,02$,#"c0#<2E2".3;JV
M2.'K31'P%0C%EE% ?31'#EJ'?%N%0% K3P31'XYZ@]1'A('">(.88)$1/)$/)$+'"2#()'$/:)%,#8)O#()'$%&'P2%='C0'%E$#$%')=%,='02'
%<;*2,%'J#0#d'!E';,2>%%JCE$='2V'0H%'^^,J B4G'>2EV%,%E>%'2E'e)"#E'?#>02,='CE'42";)0CE$'=.=0%"='X4e!'YZ@]1'Q#$%='
@ff[`@f]g3'B4G1'YZ@]3
M,%H"%, G31'G)EDE%, A3&'=/2,8()Q8.:.8/(>&'8'1>/'+/#4%("#-(/:)%,#8)O#()'$/(#%G%T/!666'A,#E=#>0C2E'2E'5C=)#*CD#0C2E'
#EJ'42";)0%,'+,#;HC>='@[1'@Y'XYZ@^1'Y^ah`Y^g]3'Y1'^
4H%E$DHC1'O31'4H%E$H)1'83'i'A#21'Q3'XYZZ^UB/!#R'$'2>/'+/V)%,#8)O#()'$/!.-E$)W,.%/#$@ A>%(.2%S42E>%,E='U%0:%%E'
R=%,='#EJ'P%-%*2;%,='#,%'PCVV%,%E01'B=C#'+!('42EV%,%E>%'YZZ^3
4HC$E%**1'G3'e3'X@[[Z3'=/(#R'$'2>/'+/,%."/)$(."+#-./(."2)$'8'1>3'G?5$9CF?PC$E1%%"(/'O$QRXf1'Ya3
?C=HNCE1'73'Q3'XYZZf3'B'0#<2E2".'V2,'#EJ'#E#*.=C='2V'0#E$CU*%'CE0%,V#>%=3 6"3)*'-%$-'B$J=/S1/(*1)$?*&<1(/'81 TX]1'
^fa`^]g3
G#H.#, T31'(3`e3'7C"'#EJ'M3'43'7:2E3'XYZ@]1'!'P#"@%/#/!#R'$'2>/+'"/9:#8,#()$1/3%."/9$1#1.2.$(/)$/*$+'"2#()'$/
V)%,#8)O#()'$1',%0,C%-%J'V,2"'H00;&//:::3-C=f"%3>2"/;%,=2E#*-C=@]/;#;%,=/"#H.#,3;JV
QCN%'_3B3'%03#*3'XYZZ[1'!E./A-).$-./'+/*$(."#-()'$/*$+'"2#()'$/V)%,#8)O#()'$/` _C**C#"'B3'QCN%1'K2HE'(0#=N21'F%">2
4H#E$1'AH%,%=#'B3'Wj42EE%**1'YZZ[3'XYZ@a3 C'+*3&-(/*'$I/)1-%/2-(/*'3'F%0,C%-%J'V,2"'
E((&6JJX',"$#8%T%#1.&,4T-'2J@')J#4%JYZTYZ[J):%T]ZZ^T]]FX',"$#8S'@._):)#
7)48)'1"#&E>
(C"2E1'e3B3'X@[h[3'!E./%-).$-.%/'+/="()+)-)#81'G!A'Q,%==3
(HE%CJ%,"#E1'M3'X@[[h'kAH%'%.%='H#-%'C0&'B'0#=N'U.'J#0#'0.;%'0#<2E2".'V2,'CEV2,"#0C2E'-C=)#*CD#0C2El'Q,2>%%JCE$='
2V'B)=0,#*C#E'=.";2=C)"'2E'CEV2,"#0C2E'-C=)#*CD#0C2El'!666'(.";2=C)"'2E'5C=)#*'9#E$)#$%1'^^h`^f^3
(H,C-#0H=#E1'G3'XYZ@a3'3%./S#%.%/Q 5.+)$)()'$/XF%m)C,%"%E0='G#E#$%"%E0'M#=C>=3'Q"U*2$3#>>2";#3>2"3'
F%0,C%-%J'@@'B)$)=0'YZ@a1'V,2"'H00;&//;"U*2$3#>>2";#3>2"/YZZ[/Z[/@[/)=%`>#=%=`J%VCEC0C2E`,%m)C,%"%E0=`
"#E#$%"%E0`U#=C>=/
(2,$%, K31'%03#*3'XYZ@]1'=/!#R'$'2>/'+/*$(.1"#()'$/!.-E$)W,.%/+'"/A&#()#8/#$@/C'$QA&#()#8/V)%,#8)O#()'$%&'!E=0C0)0 Vn,
42";)0%,$,#;HCN )EJ'B*$2,C0H"%E ` B,U%C0=$,);;% Vn, 42";)0%,$,#;HCN3'XYZ@a3 4$30):C%E3#>3#03'F%0,C%-%J'Y@'
B)$)=0'YZ@a1'V,2"'E((&%6JJPPPT-1T(,P).$T#-T#(J".%.#"-EJ&,48)-#()'$%J]ZY[J%'"1."Q]ZY[Q(#R)$(.-
A2,.'G3'#EJ'G2**%,'A3'XYZZY'=/0'@.8/7#%.@/V)%,#8)O#()'$/!#R'$'2>1'H00;&//>C0%=%%,3EL3E%>3>2"/]hf@fY3H0"*
5#*C#0C1'63'F31'QC"%E0#1'G3'(31'i'?,%C0#=1'43'G3'XYZZh1'G#.3'B'0#<2E2".'2V'0#=N='V2,'$)CJCE$'0H%'%-#*)#0C2E'2V'
")*0CJC"%E=C2E#*'-C=)#*CD#0C2E=3'!E 63*4""B/'8)$*+$(A"$QUUV$GIC$L*37)A*<$*'$E"#*'B$(/&"$-'B$"33*3)W$'*0"%$
"0-%1-(/*'$&"(A*B)$+*3$/'+*3&-(/*'$0/)1-%/2-(/*' X;;3'@`h3'B4G3
_#E$1'o31'i'P)E=02E1'Q3'(3'XYZ@@3'=/,%."Q-.$(.".@/(#R'$'2>/V2,'=;%>CV.CE$'"C<%J',%#*C0.'=.=0%"='V2,'#%>
CEJ)=0,.3 X*13'-%$*+$C'+*3&-(/*'$,"4A'*%*8#$/'$?*')(314(/*'$YC,4*'Z1 RVXY[1'f[^`]Zg3
_%H,%EJ (&'B;;%EJC<'M&'!#R'$'2>/'+/:)%,#8)O#()'$/1'#8%T/!E''5C=)#*'>)%=&'Q,#>0C>#*'J#0#'-C=)#*CD#0C2E'X@[[^1'7%**%,'
Q3F31'7%**%,'G3'G31'X6J=3'!666'42";)0%,'(2>C%0.'Q,%=='@1^'
8H2)'G3'o31'?%CE%, (373&'V)%,#8/(#%G/-E#"#-(.")O#()'$/+'"/#,('2#(.@/:)%,#8/@)%-',"%./%>$(E.%)%3'(!+4e!'>2EV%,%E>%'2E'
e)"#E'?#>02,='CE'>2";)0CE$'=.=0%"='Y^1'@g'X@[[g1'^[Y`^[[3'@
Questions ?

More Related Content

Similar to Visualizing sociotechnicalsystemsfinalx

Transition web project_survey_presentation_final
Transition web project_survey_presentation_finalTransition web project_survey_presentation_final
Transition web project_survey_presentation_final
Ed Mitchell
 
Introduction - Builders at Play
Introduction - Builders at PlayIntroduction - Builders at Play
Introduction - Builders at Play
Smart in Public
 
Overview Heylife
Overview HeylifeOverview Heylife
Overview Heylife
ruimssousa
 
Christian Bason, MindLab Denmark - MaRS Global Leadership Series
Christian Bason, MindLab Denmark - MaRS Global Leadership SeriesChristian Bason, MindLab Denmark - MaRS Global Leadership Series
Christian Bason, MindLab Denmark - MaRS Global Leadership Series
MaRS Discovery District
 
Mobile Social Apps Market Eng version
Mobile Social Apps Market Eng versionMobile Social Apps Market Eng version
Mobile Social Apps Market Eng version
01Booster
 
GIS and Google Earth In Geography
GIS and Google Earth In GeographyGIS and Google Earth In Geography
GIS and Google Earth In Geography
Ollie Bray
 
The Project Trap
The Project TrapThe Project Trap
The Project Trap
Michael Griffin
 
Mobile: The Market, The Web and Windows Phone’s Future
Mobile: The Market, The Web and Windows Phone’s Future Mobile: The Market, The Web and Windows Phone’s Future
Mobile: The Market, The Web and Windows Phone’s Future
Jason Grigsby
 
my board
my boardmy board
Experience Mining and Dialogues with a Pattern Language for Creative Learning
Experience Mining and Dialogues with a Pattern Language for Creative LearningExperience Mining and Dialogues with a Pattern Language for Creative Learning
Experience Mining and Dialogues with a Pattern Language for Creative Learning
Takashi Iba
 
The Lean Startup - simplified
The Lean Startup - simplifiedThe Lean Startup - simplified
The Lean Startup - simplified
Stefano Bernardi
 
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis WeilSDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
Service Design Network
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
practice2policy
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
practice2policy
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
practice2policy
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
practice2policy
 
2011 ICT &amp; Human Rights Presentation Intro 02
2011 ICT &amp; Human Rights Presentation Intro 022011 ICT &amp; Human Rights Presentation Intro 02
2011 ICT &amp; Human Rights Presentation Intro 02
Olga Werby
 
Mobile Social Apps and Ads JP version
Mobile Social Apps and Ads JP versionMobile Social Apps and Ads JP version
Mobile Social Apps and Ads JP version
01Booster
 
Social In(ex)clusion, Dis/ability and Technology
Social In(ex)clusion, Dis/ability and TechnologySocial In(ex)clusion, Dis/ability and Technology
Social In(ex)clusion, Dis/ability and Technology
Alan Foley
 
Arts and Culture Strategic Master Plan - Community Coffee Presentation
Arts and Culture Strategic Master Plan - Community Coffee PresentationArts and Culture Strategic Master Plan - Community Coffee Presentation
Arts and Culture Strategic Master Plan - Community Coffee Presentation
cityofroundrock
 

Similar to Visualizing sociotechnicalsystemsfinalx (20)

Transition web project_survey_presentation_final
Transition web project_survey_presentation_finalTransition web project_survey_presentation_final
Transition web project_survey_presentation_final
 
Introduction - Builders at Play
Introduction - Builders at PlayIntroduction - Builders at Play
Introduction - Builders at Play
 
Overview Heylife
Overview HeylifeOverview Heylife
Overview Heylife
 
Christian Bason, MindLab Denmark - MaRS Global Leadership Series
Christian Bason, MindLab Denmark - MaRS Global Leadership SeriesChristian Bason, MindLab Denmark - MaRS Global Leadership Series
Christian Bason, MindLab Denmark - MaRS Global Leadership Series
 
Mobile Social Apps Market Eng version
Mobile Social Apps Market Eng versionMobile Social Apps Market Eng version
Mobile Social Apps Market Eng version
 
GIS and Google Earth In Geography
GIS and Google Earth In GeographyGIS and Google Earth In Geography
GIS and Google Earth In Geography
 
The Project Trap
The Project TrapThe Project Trap
The Project Trap
 
Mobile: The Market, The Web and Windows Phone’s Future
Mobile: The Market, The Web and Windows Phone’s Future Mobile: The Market, The Web and Windows Phone’s Future
Mobile: The Market, The Web and Windows Phone’s Future
 
my board
my boardmy board
my board
 
Experience Mining and Dialogues with a Pattern Language for Creative Learning
Experience Mining and Dialogues with a Pattern Language for Creative LearningExperience Mining and Dialogues with a Pattern Language for Creative Learning
Experience Mining and Dialogues with a Pattern Language for Creative Learning
 
The Lean Startup - simplified
The Lean Startup - simplifiedThe Lean Startup - simplified
The Lean Startup - simplified
 
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis WeilSDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
SDGC14 DAY TWO - 9. Social Design = Better Design? by Denis Weil
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
 
Urban Rural Linkages Session
Urban Rural Linkages SessionUrban Rural Linkages Session
Urban Rural Linkages Session
 
2011 ICT &amp; Human Rights Presentation Intro 02
2011 ICT &amp; Human Rights Presentation Intro 022011 ICT &amp; Human Rights Presentation Intro 02
2011 ICT &amp; Human Rights Presentation Intro 02
 
Mobile Social Apps and Ads JP version
Mobile Social Apps and Ads JP versionMobile Social Apps and Ads JP version
Mobile Social Apps and Ads JP version
 
Social In(ex)clusion, Dis/ability and Technology
Social In(ex)clusion, Dis/ability and TechnologySocial In(ex)clusion, Dis/ability and Technology
Social In(ex)clusion, Dis/ability and Technology
 
Arts and Culture Strategic Master Plan - Community Coffee Presentation
Arts and Culture Strategic Master Plan - Community Coffee PresentationArts and Culture Strategic Master Plan - Community Coffee Presentation
Arts and Culture Strategic Master Plan - Community Coffee Presentation
 

More from rsd6

Future fest rsd6 copy reduced
Future fest rsd6 copy reducedFuture fest rsd6 copy reduced
Future fest rsd6 copy reduced
rsd6
 
Petrova campagnaro 2018 01 11 nf
Petrova campagnaro 2018 01 11 nfPetrova campagnaro 2018 01 11 nf
Petrova campagnaro 2018 01 11 nf
rsd6
 
Maulshree rsd6 presentation
Maulshree rsd6 presentationMaulshree rsd6 presentation
Maulshree rsd6 presentation
rsd6
 
Gaziulusoy ryan
Gaziulusoy ryanGaziulusoy ryan
Gaziulusoy ryan
rsd6
 
Designing as production of presence rsd2017
Designing as production of presence rsd2017Designing as production of presence rsd2017
Designing as production of presence rsd2017
rsd6
 
114 presentation opoku-wigum-2017
114 presentation opoku-wigum-2017114 presentation opoku-wigum-2017
114 presentation opoku-wigum-2017
rsd6
 
Rsd6 final presentation-novagora
Rsd6 final presentation-novagoraRsd6 final presentation-novagora
Rsd6 final presentation-novagora
rsd6
 
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
rsd6
 
Prezi pc pdf
Prezi pc pdfPrezi pc pdf
Prezi pc pdf
rsd6
 
Rsd6 adrian og heidi 171017_final
Rsd6 adrian og heidi 171017_finalRsd6 adrian og heidi 171017_final
Rsd6 adrian og heidi 171017_final
rsd6
 
Rsd6 presentation
Rsd6 presentationRsd6 presentation
Rsd6 presentation
rsd6
 
Rsd6 andreas wettre &amp; birger sevaldsson
Rsd6 andreas wettre &amp; birger sevaldssonRsd6 andreas wettre &amp; birger sevaldsson
Rsd6 andreas wettre &amp; birger sevaldsson
rsd6
 
Rsd6 aho final
Rsd6 aho finalRsd6 aho final
Rsd6 aho final
rsd6
 
2017 rsd6 sss_presentation
2017 rsd6 sss_presentation2017 rsd6 sss_presentation
2017 rsd6 sss_presentation
rsd6
 
Rsd6 mm presentation 8 ppt
Rsd6 mm presentation  8 pptRsd6 mm presentation  8 ppt
Rsd6 mm presentation 8 ppt
rsd6
 
Ehrenfeld oslo final v3 builds (optimized)
Ehrenfeld oslo final v3 builds (optimized)Ehrenfeld oslo final v3 builds (optimized)
Ehrenfeld oslo final v3 builds (optimized)
rsd6
 
Cecan oslo boehnert - nov 2017
Cecan oslo   boehnert - nov 2017Cecan oslo   boehnert - nov 2017
Cecan oslo boehnert - nov 2017
rsd6
 
171019 chantzaras architecture as systems design and innovation design discip...
171019 chantzaras architecture as systems design and innovation design discip...171019 chantzaras architecture as systems design and innovation design discip...
171019 chantzaras architecture as systems design and innovation design discip...
rsd6
 
Rsd6 tom vavik
Rsd6 tom vavikRsd6 tom vavik
Rsd6 tom vavik
rsd6
 
Rsd6 v05 for_pub_idarz
Rsd6 v05 for_pub_idarzRsd6 v05 for_pub_idarz
Rsd6 v05 for_pub_idarz
rsd6
 

More from rsd6 (20)

Future fest rsd6 copy reduced
Future fest rsd6 copy reducedFuture fest rsd6 copy reduced
Future fest rsd6 copy reduced
 
Petrova campagnaro 2018 01 11 nf
Petrova campagnaro 2018 01 11 nfPetrova campagnaro 2018 01 11 nf
Petrova campagnaro 2018 01 11 nf
 
Maulshree rsd6 presentation
Maulshree rsd6 presentationMaulshree rsd6 presentation
Maulshree rsd6 presentation
 
Gaziulusoy ryan
Gaziulusoy ryanGaziulusoy ryan
Gaziulusoy ryan
 
Designing as production of presence rsd2017
Designing as production of presence rsd2017Designing as production of presence rsd2017
Designing as production of presence rsd2017
 
114 presentation opoku-wigum-2017
114 presentation opoku-wigum-2017114 presentation opoku-wigum-2017
114 presentation opoku-wigum-2017
 
Rsd6 final presentation-novagora
Rsd6 final presentation-novagoraRsd6 final presentation-novagora
Rsd6 final presentation-novagora
 
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
Aguirre et al 2017 rsd6. co designing cultures within public organizational s...
 
Prezi pc pdf
Prezi pc pdfPrezi pc pdf
Prezi pc pdf
 
Rsd6 adrian og heidi 171017_final
Rsd6 adrian og heidi 171017_finalRsd6 adrian og heidi 171017_final
Rsd6 adrian og heidi 171017_final
 
Rsd6 presentation
Rsd6 presentationRsd6 presentation
Rsd6 presentation
 
Rsd6 andreas wettre &amp; birger sevaldsson
Rsd6 andreas wettre &amp; birger sevaldssonRsd6 andreas wettre &amp; birger sevaldsson
Rsd6 andreas wettre &amp; birger sevaldsson
 
Rsd6 aho final
Rsd6 aho finalRsd6 aho final
Rsd6 aho final
 
2017 rsd6 sss_presentation
2017 rsd6 sss_presentation2017 rsd6 sss_presentation
2017 rsd6 sss_presentation
 
Rsd6 mm presentation 8 ppt
Rsd6 mm presentation  8 pptRsd6 mm presentation  8 ppt
Rsd6 mm presentation 8 ppt
 
Ehrenfeld oslo final v3 builds (optimized)
Ehrenfeld oslo final v3 builds (optimized)Ehrenfeld oslo final v3 builds (optimized)
Ehrenfeld oslo final v3 builds (optimized)
 
Cecan oslo boehnert - nov 2017
Cecan oslo   boehnert - nov 2017Cecan oslo   boehnert - nov 2017
Cecan oslo boehnert - nov 2017
 
171019 chantzaras architecture as systems design and innovation design discip...
171019 chantzaras architecture as systems design and innovation design discip...171019 chantzaras architecture as systems design and innovation design discip...
171019 chantzaras architecture as systems design and innovation design discip...
 
Rsd6 tom vavik
Rsd6 tom vavikRsd6 tom vavik
Rsd6 tom vavik
 
Rsd6 v05 for_pub_idarz
Rsd6 v05 for_pub_idarzRsd6 v05 for_pub_idarz
Rsd6 v05 for_pub_idarz
 

Recently uploaded

一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
kohd1ci2
 
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
yqyquge
 
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
jafiradnan336
 
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
10h6bbc4
 
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
qa8dk1wm
 
The Color of Life Slideshow by: Kal-el Go
The Color of Life Slideshow by: Kal-el GoThe Color of Life Slideshow by: Kal-el Go
The Color of Life Slideshow by: Kal-el Go
Kal-el Shows
 
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
ka3y2ukz
 
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
oabn3692
 
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
kmzsy4kn
 
My Fashion PPT is my presentation on fashion and Trendss
My Fashion PPT is my presentation on fashion and TrendssMy Fashion PPT is my presentation on fashion and Trendss
My Fashion PPT is my presentation on fashion and Trendss
MedhaRana1
 
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
xnhwr8v
 
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
aprhf21y
 
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
i990go7o
 
Value based approach to heritae conservation -.docx
Value based approach to heritae conservation -.docxValue based approach to heritae conservation -.docx
Value based approach to heritae conservation -.docx
JIT KUMAR GUPTA
 
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
f22b6g9c
 
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
yk5hdsnr
 
The Power to Battle! Slideshow by: Kal-el
The Power to Battle! Slideshow by: Kal-elThe Power to Battle! Slideshow by: Kal-el
The Power to Battle! Slideshow by: Kal-el
Kal-el Shows
 
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
ubogumo
 
一比一原版英国伦敦大学毕业证(London学位证)如何办理
一比一原版英国伦敦大学毕业证(London学位证)如何办理一比一原版英国伦敦大学毕业证(London学位证)如何办理
一比一原版英国伦敦大学毕业证(London学位证)如何办理
k4krdgxx
 
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORTWorld trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
deekshithmaroli666
 

Recently uploaded (20)

一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
一比一原版(ECU毕业证)澳洲埃迪斯科文大学毕业证如何办理
 
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
一比一原版(ututaustin毕业证书)美国德克萨斯大学奥斯汀分校毕业证如何办理
 
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
欧洲杯买球-欧洲杯买球买球网好的网站-欧洲杯买球哪里有正规的买球网站|【​网址​🎉ac123.net🎉​】
 
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
一比一原版澳洲莫纳什大学毕业证(Monash学位证)如何办理
 
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
一比一原版澳洲查理斯特大学毕业证(CSU学位证)如何办理
 
The Color of Life Slideshow by: Kal-el Go
The Color of Life Slideshow by: Kal-el GoThe Color of Life Slideshow by: Kal-el Go
The Color of Life Slideshow by: Kal-el Go
 
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
一比一原版(Brunel毕业证)英国布鲁内尔大学毕业证如何办理
 
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
一比一原版(Rice毕业证)美国莱斯大学毕业证如何办理
 
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
一比一原版(KPU毕业证)加拿大昆特兰理工大学毕业证如何办理
 
My Fashion PPT is my presentation on fashion and Trendss
My Fashion PPT is my presentation on fashion and TrendssMy Fashion PPT is my presentation on fashion and Trendss
My Fashion PPT is my presentation on fashion and Trendss
 
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
一比一原版(falmouth毕业证书)法尔茅斯大学毕业证如何办理
 
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
一比一原版(brunel毕业证书)布鲁内尔大学毕业证如何办理
 
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
一比一原版(UW毕业证书)华盛顿大学毕业证如何办理
 
Value based approach to heritae conservation -.docx
Value based approach to heritae conservation -.docxValue based approach to heritae conservation -.docx
Value based approach to heritae conservation -.docx
 
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
一比一原版(UoN毕业证书)纽卡斯尔大学毕业证如何办理
 
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
一比一原版(UofM毕业证)美国密歇根大学毕业证如何办理
 
The Power to Battle! Slideshow by: Kal-el
The Power to Battle! Slideshow by: Kal-elThe Power to Battle! Slideshow by: Kal-el
The Power to Battle! Slideshow by: Kal-el
 
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
一比一原版(lu毕业证书)英国拉夫堡大学毕业证如何办理
 
一比一原版英国伦敦大学毕业证(London学位证)如何办理
一比一原版英国伦敦大学毕业证(London学位证)如何办理一比一原版英国伦敦大学毕业证(London学位证)如何办理
一比一原版英国伦敦大学毕业证(London学位证)如何办理
 
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORTWorld trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
World trade center in kerala proposal- AR. DEEKSHITH MAROLI 724519251008 REPORT
 

Visualizing sociotechnicalsystemsfinalx