SlideShare ist ein Scribd-Unternehmen logo
1 von 13
Visualizing an Open Innovation
Platform: The structure and
dynamics of Demola
Huhtamäki, Luotonen, Kairamo, Still, Russell
TUT // New Factory // VTT // Stanford
AcademicMindTrek 2013:
"Making Sense of Converging Media”
In this presentation
• Case context description: what is Demola?
• Challenges in measuring Demola& open
innovation
• Use case examples
• Method: data-driven network animation
• Results
• Discussion
• Critique
• Wrap up and future work
What is Demola?
• Open innovation platform & ecosystem
engager established in 2008 in Tampere
• By 2013, 86 companies and 1200 students
from 3 universities have participated in
250+ projects
• The Demola network is expanding
internationally
• This study focuses in Demola Tampere
Open innovation platform & ecosystem engager
established in 2008 in Tampere
By 2013, 86 companies and 1200 students from 3
universities have participated in 250+ projects
The Demola network is expanding internationally;
this study focuses in Demola Tampere
Challenges in measuring Demola
…and open innovation in general:
• Tradition: A linear view on innovation;
• Measuring inputs (money) and outputs
(patents, products, new companies);
• Survey-based methods, aggregate
measures
How does one measure the performance
of an ecosystem engager?
Still, K., Huhtamäki, J., Russell, M. & Rubens, N.
2012. Paradigm shift in innovation indicators—from
analog to digital. Proceedings of the 5th ISPIM
Innovation Forum, 9-12 December, Seoul, Korea.
Use case examples
Who wants to
measure?
Why do they want to measure? What will the do with the
measurement insights?
Policy makers Interested in the impact that Demola
has had to the surrounding ecosystem
Evaluate the utility of the
platform for future investments
and the applicability of the
approach
Company
representatives
Utility of Demolaengament Decide whether to engage or
not;Select an approach suitable
for their portfolio
Demola operators Activity in general; Companies with
changing (increasing/decreasing)
Demola engagement; Ecosystem
Structure
GeneralDemola introductions,
marketing & sales; Demola key
area development
University students Reviewing opportunities that
participating in a Demola project would
open
Decide whether to participate or
not
University decision-
makers
Impact, new developments in the
ecosystem
Add initiatives for students to
get involved
International actors Impact, engagement, transformation To evaluate the utility of the
process for deciding the
applicability of the approach
Method: data-driven network
analysis (& action research)
(Hansen et al., 2009)
Project Detail Example
Project Id Project 115
Name Koukkuniemi 2020
Started 2010-05-04
Ended 2010-10-31
Status Completed
Collaboration Partner City of Tampere
Type of Partner Public
Project Domain Non-profit
Location Tampere
Key Areas well-being, knowledge
management, regional
studies
Project Team Members uta, uta, tut, tut
Result 1: Project network
Nodes represent
projects and
companies
Company nodes are
light green; other
colors indicate
cluster membership
Node size shows its
betweenness value
Force-driven layout
Result 2: Project domain network
Nodes represent project
domains
Nodes are connected
through domain co-
occurence
Colors show cluster
membership
Node size shows its
betweenness
Result 3: Project sphere animation
Discussion
• Technical challenges exist when using
internally collected data for network
visualization and animation
• Visualization development challenges data-
collection procedures and can add value to
existing data
• Demola operators find value particularly in
the animation of the project sphere;
international collaborators have also
expressed an interest in them
Critique
• Method?
• Results?
• Validation?
• NAV model vs.
visual analytics
Acknowledgements & thank you
Time for your comments and questions.
Jukka Huhtamäki <jukka.huhtamaki @tut.fi>
Ville Luotonen
Ville Kairamo
Kaisa Still
Martha G. Russell
Acknowledgements Ville Ilkkala, Meanfish Ltd,
supported animation development. HeikkiIlvespakka took
care of exporting the data from the Demola platform

Weitere ähnliche Inhalte

Was ist angesagt?

Academy of Social Sciences chief execs - April 2011
Academy of Social Sciences chief execs - April 2011Academy of Social Sciences chief execs - April 2011
Academy of Social Sciences chief execs - April 2011Jisc
 
iSpot for IET Synthesis Meeting
iSpot for IET Synthesis MeetingiSpot for IET Synthesis Meeting
iSpot for IET Synthesis MeetingDoug Clow
 
Innovation Ecosystem Transformation – Finnish Perspective
Innovation Ecosystem Transformation – Finnish PerspectiveInnovation Ecosystem Transformation – Finnish Perspective
Innovation Ecosystem Transformation – Finnish PerspectiveJukka Huhtamäki
 
System Design for Sustainability for All. S.PSS Design applied to distributed...
System Design for Sustainability for All. S.PSS Design applied to distributed...System Design for Sustainability for All. S.PSS Design applied to distributed...
System Design for Sustainability for All. S.PSS Design applied to distributed...RSD7 Symposium
 
Who Controls The Demand Pull And Supply Push In E Learning
Who Controls The Demand Pull And Supply Push In E LearningWho Controls The Demand Pull And Supply Push In E Learning
Who Controls The Demand Pull And Supply Push In E LearningLeo Plugge
 
How to facilitate crowd participation - presentation in ISPIM 2013
How to facilitate crowd participation - presentation in ISPIM 2013How to facilitate crowd participation - presentation in ISPIM 2013
How to facilitate crowd participation - presentation in ISPIM 2013Miia Kosonen
 
Users communities and user requirements: moving (biodiversity information) fr...
Users communities and user requirements: moving (biodiversity information) fr...Users communities and user requirements: moving (biodiversity information) fr...
Users communities and user requirements: moving (biodiversity information) fr...vbrant
 
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...RSD7 Symposium
 
9 wietse hermanns
9  wietse hermanns9  wietse hermanns
9 wietse hermannsFEST
 
Exploring Innovation Ecosystems as Networks: Four European Cases
Exploring Innovation Ecosystems as Networks: Four European CasesExploring Innovation Ecosystems as Networks: Four European Cases
Exploring Innovation Ecosystems as Networks: Four European CasesJukka Huhtamäki
 
Library impact data project update
Library impact data project updateLibrary impact data project update
Library impact data project updatePhilip Adams
 
Missing pieces in_the_global_metadata_landscap
Missing pieces in_the_global_metadata_landscapMissing pieces in_the_global_metadata_landscap
Missing pieces in_the_global_metadata_landscapStuart Weibel
 
Estermann irspm2016 open_glam_in_practice_20160414
Estermann irspm2016 open_glam_in_practice_20160414Estermann irspm2016 open_glam_in_practice_20160414
Estermann irspm2016 open_glam_in_practice_20160414Beat Estermann
 
Sarah Porter - Supporting Research Integrity
Sarah Porter - Supporting Research IntegritySarah Porter - Supporting Research Integrity
Sarah Porter - Supporting Research IntegrityJisc
 
Starting up the news: The impact of venture capital on the digital news media...
Starting up the news: The impact of venture capital on the digital news media...Starting up the news: The impact of venture capital on the digital news media...
Starting up the news: The impact of venture capital on the digital news media...Allie Kosterich, Ph.D.
 
eSangathan Mumbai International Conference - Methodologies
eSangathan Mumbai International Conference -  MethodologieseSangathan Mumbai International Conference -  Methodologies
eSangathan Mumbai International Conference - Methodologiesesangathan
 
Synthesising JISC Institutional Innovation
Synthesising JISC Institutional InnovationSynthesising JISC Institutional Innovation
Synthesising JISC Institutional InnovationGeorge Roberts
 

Was ist angesagt? (20)

Academy of Social Sciences chief execs - April 2011
Academy of Social Sciences chief execs - April 2011Academy of Social Sciences chief execs - April 2011
Academy of Social Sciences chief execs - April 2011
 
iSpot for IET Synthesis Meeting
iSpot for IET Synthesis MeetingiSpot for IET Synthesis Meeting
iSpot for IET Synthesis Meeting
 
Innovation Ecosystem Transformation – Finnish Perspective
Innovation Ecosystem Transformation – Finnish PerspectiveInnovation Ecosystem Transformation – Finnish Perspective
Innovation Ecosystem Transformation – Finnish Perspective
 
System Design for Sustainability for All. S.PSS Design applied to distributed...
System Design for Sustainability for All. S.PSS Design applied to distributed...System Design for Sustainability for All. S.PSS Design applied to distributed...
System Design for Sustainability for All. S.PSS Design applied to distributed...
 
Who Controls The Demand Pull And Supply Push In E Learning
Who Controls The Demand Pull And Supply Push In E LearningWho Controls The Demand Pull And Supply Push In E Learning
Who Controls The Demand Pull And Supply Push In E Learning
 
How to facilitate crowd participation - presentation in ISPIM 2013
How to facilitate crowd participation - presentation in ISPIM 2013How to facilitate crowd participation - presentation in ISPIM 2013
How to facilitate crowd participation - presentation in ISPIM 2013
 
Users communities and user requirements: moving (biodiversity information) fr...
Users communities and user requirements: moving (biodiversity information) fr...Users communities and user requirements: moving (biodiversity information) fr...
Users communities and user requirements: moving (biodiversity information) fr...
 
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...
Design for Emergence – Enabling Stakeholder Liminal Transitions and Innovatio...
 
9 wietse hermanns
9  wietse hermanns9  wietse hermanns
9 wietse hermanns
 
Exploring Innovation Ecosystems as Networks: Four European Cases
Exploring Innovation Ecosystems as Networks: Four European CasesExploring Innovation Ecosystems as Networks: Four European Cases
Exploring Innovation Ecosystems as Networks: Four European Cases
 
CoCreat
CoCreatCoCreat
CoCreat
 
Library impact data project update
Library impact data project updateLibrary impact data project update
Library impact data project update
 
Missing pieces in_the_global_metadata_landscap
Missing pieces in_the_global_metadata_landscapMissing pieces in_the_global_metadata_landscap
Missing pieces in_the_global_metadata_landscap
 
Estermann irspm2016 open_glam_in_practice_20160414
Estermann irspm2016 open_glam_in_practice_20160414Estermann irspm2016 open_glam_in_practice_20160414
Estermann irspm2016 open_glam_in_practice_20160414
 
AIM/VRE Crossover Workshop
AIM/VRE Crossover WorkshopAIM/VRE Crossover Workshop
AIM/VRE Crossover Workshop
 
Sarah Porter - Supporting Research Integrity
Sarah Porter - Supporting Research IntegritySarah Porter - Supporting Research Integrity
Sarah Porter - Supporting Research Integrity
 
Starting up the news: The impact of venture capital on the digital news media...
Starting up the news: The impact of venture capital on the digital news media...Starting up the news: The impact of venture capital on the digital news media...
Starting up the news: The impact of venture capital on the digital news media...
 
eSangathan Mumbai International Conference - Methodologies
eSangathan Mumbai International Conference -  MethodologieseSangathan Mumbai International Conference -  Methodologies
eSangathan Mumbai International Conference - Methodologies
 
Infrastructures and ethics
Infrastructures and ethicsInfrastructures and ethics
Infrastructures and ethics
 
Synthesising JISC Institutional Innovation
Synthesising JISC Institutional InnovationSynthesising JISC Institutional Innovation
Synthesising JISC Institutional Innovation
 

Andere mochten auch

Relational Capital and Social Capital: One or two Fields of Research?
Relational Capital and Social Capital: One or two Fields of Research?Relational Capital and Social Capital: One or two Fields of Research?
Relational Capital and Social Capital: One or two Fields of Research?Jukka Huhtamäki
 
Open Innovation - global trends and examples
Open Innovation - global trends and examplesOpen Innovation - global trends and examples
Open Innovation - global trends and examplesJose Claudio Terra
 
Tarea 7 herramientas tic
Tarea 7 herramientas ticTarea 7 herramientas tic
Tarea 7 herramientas ticBernardo Lopez
 
Pegasystems 7 MySql integration
Pegasystems 7 MySql integrationPegasystems 7 MySql integration
Pegasystems 7 MySql integrationArmen Arzumanyan
 
Prm 一个oracle数据库灾难恢复救护车工具
Prm 一个oracle数据库灾难恢复救护车工具Prm 一个oracle数据库灾难恢复救护车工具
Prm 一个oracle数据库灾难恢复救护车工具maclean liu
 
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk makIrma Muthiara Sari
 
สุขศึกษา
สุขศึกษาสุขศึกษา
สุขศึกษาsaly12300
 
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South Africa
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South AfricaIntroduction to PLCs for SMDGs/ Circuit Managers in Free State, South Africa
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South AfricaStefaan Vande Walle
 
Evaluating my poster
Evaluating my posterEvaluating my poster
Evaluating my posterabcdsmile
 
Workforce Needs & Business Prosperity
Workforce Needs & Business ProsperityWorkforce Needs & Business Prosperity
Workforce Needs & Business ProsperityDebra Bultnick
 
Lampiran permendikbud-no-105-tahun-2014
Lampiran permendikbud-no-105-tahun-2014Lampiran permendikbud-no-105-tahun-2014
Lampiran permendikbud-no-105-tahun-2014Irma Muthiara Sari
 
ILFFJC - Clustering and Food Hubs in Illinois
ILFFJC - Clustering and Food Hubs in IllinoisILFFJC - Clustering and Food Hubs in Illinois
ILFFJC - Clustering and Food Hubs in IllinoisMichal Bularz
 
Puntuaciones iniciales (Domingo 23 a las 22:00h)
Puntuaciones iniciales (Domingo 23 a las 22:00h)Puntuaciones iniciales (Domingo 23 a las 22:00h)
Puntuaciones iniciales (Domingo 23 a las 22:00h)Emi Voces
 
Puntuaciones provisionales (martes 25 a las 12h)
Puntuaciones provisionales (martes 25 a las 12h)Puntuaciones provisionales (martes 25 a las 12h)
Puntuaciones provisionales (martes 25 a las 12h)Emi Voces
 
Artigianato del Ticino GLAti
Artigianato del Ticino GLAtiArtigianato del Ticino GLAti
Artigianato del Ticino GLAtiMarcel Bisi
 
London 2012 Stakeholder Legacy Strategies
London 2012 Stakeholder Legacy StrategiesLondon 2012 Stakeholder Legacy Strategies
London 2012 Stakeholder Legacy StrategiesShane Kerr
 

Andere mochten auch (20)

Relational Capital and Social Capital: One or two Fields of Research?
Relational Capital and Social Capital: One or two Fields of Research?Relational Capital and Social Capital: One or two Fields of Research?
Relational Capital and Social Capital: One or two Fields of Research?
 
Open Innovation - global trends and examples
Open Innovation - global trends and examplesOpen Innovation - global trends and examples
Open Innovation - global trends and examples
 
Tarea 7 herramientas tic
Tarea 7 herramientas ticTarea 7 herramientas tic
Tarea 7 herramientas tic
 
Topic stces
Topic stcesTopic stces
Topic stces
 
Pegasystems 7 MySql integration
Pegasystems 7 MySql integrationPegasystems 7 MySql integration
Pegasystems 7 MySql integration
 
Prm 一个oracle数据库灾难恢复救护车工具
Prm 一个oracle数据库灾难恢复救护车工具Prm 一个oracle数据库灾难恢复救护车工具
Prm 一个oracle数据库灾难恢复救护车工具
 
Indian Ngo’S12
Indian Ngo’S12Indian Ngo’S12
Indian Ngo’S12
 
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak
08. permendikbud nomor 70 ttg kerangka dasar dan struktur kurikulum smk mak
 
สุขศึกษา
สุขศึกษาสุขศึกษา
สุขศึกษา
 
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South Africa
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South AfricaIntroduction to PLCs for SMDGs/ Circuit Managers in Free State, South Africa
Introduction to PLCs for SMDGs/ Circuit Managers in Free State, South Africa
 
Evaluating my poster
Evaluating my posterEvaluating my poster
Evaluating my poster
 
Workforce Needs & Business Prosperity
Workforce Needs & Business ProsperityWorkforce Needs & Business Prosperity
Workforce Needs & Business Prosperity
 
Lampiran permendikbud-no-105-tahun-2014
Lampiran permendikbud-no-105-tahun-2014Lampiran permendikbud-no-105-tahun-2014
Lampiran permendikbud-no-105-tahun-2014
 
ILFFJC - Clustering and Food Hubs in Illinois
ILFFJC - Clustering and Food Hubs in IllinoisILFFJC - Clustering and Food Hubs in Illinois
ILFFJC - Clustering and Food Hubs in Illinois
 
Puntuaciones iniciales (Domingo 23 a las 22:00h)
Puntuaciones iniciales (Domingo 23 a las 22:00h)Puntuaciones iniciales (Domingo 23 a las 22:00h)
Puntuaciones iniciales (Domingo 23 a las 22:00h)
 
Puntuaciones provisionales (martes 25 a las 12h)
Puntuaciones provisionales (martes 25 a las 12h)Puntuaciones provisionales (martes 25 a las 12h)
Puntuaciones provisionales (martes 25 a las 12h)
 
Book Of Hours
Book Of HoursBook Of Hours
Book Of Hours
 
Artigianato del Ticino GLAti
Artigianato del Ticino GLAtiArtigianato del Ticino GLAti
Artigianato del Ticino GLAti
 
Teeth whitening
Teeth whiteningTeeth whitening
Teeth whitening
 
London 2012 Stakeholder Legacy Strategies
London 2012 Stakeholder Legacy StrategiesLondon 2012 Stakeholder Legacy Strategies
London 2012 Stakeholder Legacy Strategies
 

Ähnlich wie Visualizing an Open Innovation Platform: The structure and dynamics of Demola :: MindTrek 2013

TCI 2016 Open Innovation Platforms
TCI 2016 Open Innovation PlatformsTCI 2016 Open Innovation Platforms
TCI 2016 Open Innovation PlatformsTCI Network
 
Sustaining OER innovation
Sustaining OER innovationSustaining OER innovation
Sustaining OER innovationJisc
 
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...eMadrid network
 
Career Counseling Application Prototype.pptx
Career Counseling Application Prototype.pptxCareer Counseling Application Prototype.pptx
Career Counseling Application Prototype.pptxMee Mee Alainmar
 
Pilot Takes Off Easy Seva Sri Lanka Nz Hosman
Pilot Takes Off Easy Seva Sri Lanka Nz HosmanPilot Takes Off Easy Seva Sri Lanka Nz Hosman
Pilot Takes Off Easy Seva Sri Lanka Nz Hosmansschmida
 
TU Delft OCW presentation at OpenEd 2008
TU Delft OCW presentation at OpenEd 2008TU Delft OCW presentation at OpenEd 2008
TU Delft OCW presentation at OpenEd 2008Willem van Valkenburg
 
eParticipation initiatives in Europe: Learning from Practitioners
eParticipation initiatives in Europe: Learning from PractitionerseParticipation initiatives in Europe: Learning from Practitioners
eParticipation initiatives in Europe: Learning from PractitionersEfthimios Tambouris
 
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...SATN
 
Open source & Mobility - FabMob guide
Open source & Mobility - FabMob guideOpen source & Mobility - FabMob guide
Open source & Mobility - FabMob guideFabMob
 
20190527_Karen Hytteballe Ibanez _ The OPERA project
 20190527_Karen Hytteballe Ibanez _ The OPERA project 20190527_Karen Hytteballe Ibanez _ The OPERA project
20190527_Karen Hytteballe Ibanez _ The OPERA projectOpenAIRE
 
Usages of ICT : A user-oriented innovation process
Usages of ICT : A user-oriented innovation processUsages of ICT : A user-oriented innovation process
Usages of ICT : A user-oriented innovation processM@rsouin
 
Projects policy and digital literacy
Projects policy and digital literacyProjects policy and digital literacy
Projects policy and digital literacyJisc
 
Estermann glam wiki2015_glam-survey_20150411
Estermann glam wiki2015_glam-survey_20150411Estermann glam wiki2015_glam-survey_20150411
Estermann glam wiki2015_glam-survey_20150411Beat Estermann
 
2011.10.10 Multi-Disciplinary Research Themes and Training
2011.10.10 Multi-Disciplinary Research Themes and Training2011.10.10 Multi-Disciplinary Research Themes and Training
2011.10.10 Multi-Disciplinary Research Themes and TrainingNUI Galway
 
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...Tekes Programmes and Campaigns
 
The Emerge Show02 Ng Ti P
The Emerge Show02 Ng Ti PThe Emerge Show02 Ng Ti P
The Emerge Show02 Ng Ti PGeorge Roberts
 

Ähnlich wie Visualizing an Open Innovation Platform: The structure and dynamics of Demola :: MindTrek 2013 (20)

TCI 2016 Open Innovation Platforms
TCI 2016 Open Innovation PlatformsTCI 2016 Open Innovation Platforms
TCI 2016 Open Innovation Platforms
 
Sustaining OER innovation
Sustaining OER innovationSustaining OER innovation
Sustaining OER innovation
 
Living Labs in Southern Africa
Living  Labs in Southern Africa Living  Labs in Southern Africa
Living Labs in Southern Africa
 
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...
2011 02-11 (uam) emadrid tmiilumaki tut estudio aprendizaje apoyado en redes ...
 
Career Counseling Application Prototype.pptx
Career Counseling Application Prototype.pptxCareer Counseling Application Prototype.pptx
Career Counseling Application Prototype.pptx
 
Leading expert organizations materials handout_day2_open
Leading expert organizations materials handout_day2_openLeading expert organizations materials handout_day2_open
Leading expert organizations materials handout_day2_open
 
Pilot Takes Off Easy Seva Sri Lanka Nz Hosman
Pilot Takes Off Easy Seva Sri Lanka Nz HosmanPilot Takes Off Easy Seva Sri Lanka Nz Hosman
Pilot Takes Off Easy Seva Sri Lanka Nz Hosman
 
TU Delft OCW presentation at OpenEd 2008
TU Delft OCW presentation at OpenEd 2008TU Delft OCW presentation at OpenEd 2008
TU Delft OCW presentation at OpenEd 2008
 
eParticipation initiatives in Europe: Learning from Practitioners
eParticipation initiatives in Europe: Learning from PractitionerseParticipation initiatives in Europe: Learning from Practitioners
eParticipation initiatives in Europe: Learning from Practitioners
 
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...
Launching the SATN TLT Working Group: Collaboration and Technology by Dr St...
 
Open source & Mobility - FabMob guide
Open source & Mobility - FabMob guideOpen source & Mobility - FabMob guide
Open source & Mobility - FabMob guide
 
20190527_Karen Hytteballe Ibanez _ The OPERA project
 20190527_Karen Hytteballe Ibanez _ The OPERA project 20190527_Karen Hytteballe Ibanez _ The OPERA project
20190527_Karen Hytteballe Ibanez _ The OPERA project
 
Usages of ICT : A user-oriented innovation process
Usages of ICT : A user-oriented innovation processUsages of ICT : A user-oriented innovation process
Usages of ICT : A user-oriented innovation process
 
Projects policy and digital literacy
Projects policy and digital literacyProjects policy and digital literacy
Projects policy and digital literacy
 
Estermann glam wiki2015_glam-survey_20150411
Estermann glam wiki2015_glam-survey_20150411Estermann glam wiki2015_glam-survey_20150411
Estermann glam wiki2015_glam-survey_20150411
 
2011.10.10 Multi-Disciplinary Research Themes and Training
2011.10.10 Multi-Disciplinary Research Themes and Training2011.10.10 Multi-Disciplinary Research Themes and Training
2011.10.10 Multi-Disciplinary Research Themes and Training
 
WS 8 Living Lab Methodology Handbook
WS 8 Living Lab Methodology HandbookWS 8 Living Lab Methodology Handbook
WS 8 Living Lab Methodology Handbook
 
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...
Oppimisratkaisut: Kansainvälisten oppimisverkostojen työpaja 28.3.2011, Riitt...
 
The Emerge Show02 Ng Ti P
The Emerge Show02 Ng Ti PThe Emerge Show02 Ng Ti P
The Emerge Show02 Ng Ti P
 
Some time2011 research sessions
Some time2011 research sessionsSome time2011 research sessions
Some time2011 research sessions
 

Mehr von Jukka Huhtamäki

Datavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoDatavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoJukka Huhtamäki
 
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Jukka Huhtamäki
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusJukka Huhtamäki
 
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäKevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäJukka Huhtamäki
 
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Jukka Huhtamäki
 
Making sense of big data with the Ostinato Model
Making sense of big data with the Ostinato ModelMaking sense of big data with the Ostinato Model
Making sense of big data with the Ostinato ModelJukka Huhtamäki
 
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Jukka Huhtamäki
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusJukka Huhtamäki
 
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018 Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018 Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterKevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterJukka Huhtamäki
 
Five viewpoints to visualization
Five viewpoints to visualizationFive viewpoints to visualization
Five viewpoints to visualizationJukka Huhtamäki
 
Lean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöLean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöJukka Huhtamäki
 
Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Jukka Huhtamäki
 
Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Jukka Huhtamäki
 
Exploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachExploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachJukka Huhtamäki
 
API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017Jukka Huhtamäki
 
Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanJukka Huhtamäki
 

Mehr von Jukka Huhtamäki (20)

Datavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoDatavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdanto
 
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
 
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäKevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
 
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
 
Making sense of big data with the Ostinato Model
Making sense of big data with the Ostinato ModelMaking sense of big data with the Ostinato Model
Making sense of big data with the Ostinato Model
 
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
 
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
 
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018 Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
 
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterKevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
 
Five viewpoints to visualization
Five viewpoints to visualizationFive viewpoints to visualization
Five viewpoints to visualization
 
Lean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöLean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyö
 
Johdanto API-talouteen
Johdanto API-talouteenJohdanto API-talouteen
Johdanto API-talouteen
 
Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Katsaus API-talouteen 2017
Katsaus API-talouteen 2017
 
Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto
 
Exploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachExploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approach
 
API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017
 
Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaan
 

Kürzlich hochgeladen

SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 

Kürzlich hochgeladen (20)

SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 

Visualizing an Open Innovation Platform: The structure and dynamics of Demola :: MindTrek 2013

  • 1. Visualizing an Open Innovation Platform: The structure and dynamics of Demola Huhtamäki, Luotonen, Kairamo, Still, Russell TUT // New Factory // VTT // Stanford AcademicMindTrek 2013: "Making Sense of Converging Media”
  • 2. In this presentation • Case context description: what is Demola? • Challenges in measuring Demola& open innovation • Use case examples • Method: data-driven network animation • Results • Discussion • Critique • Wrap up and future work
  • 3. What is Demola? • Open innovation platform & ecosystem engager established in 2008 in Tampere • By 2013, 86 companies and 1200 students from 3 universities have participated in 250+ projects • The Demola network is expanding internationally • This study focuses in Demola Tampere
  • 4. Open innovation platform & ecosystem engager established in 2008 in Tampere By 2013, 86 companies and 1200 students from 3 universities have participated in 250+ projects The Demola network is expanding internationally; this study focuses in Demola Tampere
  • 5. Challenges in measuring Demola …and open innovation in general: • Tradition: A linear view on innovation; • Measuring inputs (money) and outputs (patents, products, new companies); • Survey-based methods, aggregate measures How does one measure the performance of an ecosystem engager? Still, K., Huhtamäki, J., Russell, M. & Rubens, N. 2012. Paradigm shift in innovation indicators—from analog to digital. Proceedings of the 5th ISPIM Innovation Forum, 9-12 December, Seoul, Korea.
  • 6. Use case examples Who wants to measure? Why do they want to measure? What will the do with the measurement insights? Policy makers Interested in the impact that Demola has had to the surrounding ecosystem Evaluate the utility of the platform for future investments and the applicability of the approach Company representatives Utility of Demolaengament Decide whether to engage or not;Select an approach suitable for their portfolio Demola operators Activity in general; Companies with changing (increasing/decreasing) Demola engagement; Ecosystem Structure GeneralDemola introductions, marketing & sales; Demola key area development University students Reviewing opportunities that participating in a Demola project would open Decide whether to participate or not University decision- makers Impact, new developments in the ecosystem Add initiatives for students to get involved International actors Impact, engagement, transformation To evaluate the utility of the process for deciding the applicability of the approach
  • 7. Method: data-driven network analysis (& action research) (Hansen et al., 2009) Project Detail Example Project Id Project 115 Name Koukkuniemi 2020 Started 2010-05-04 Ended 2010-10-31 Status Completed Collaboration Partner City of Tampere Type of Partner Public Project Domain Non-profit Location Tampere Key Areas well-being, knowledge management, regional studies Project Team Members uta, uta, tut, tut
  • 8. Result 1: Project network Nodes represent projects and companies Company nodes are light green; other colors indicate cluster membership Node size shows its betweenness value Force-driven layout
  • 9. Result 2: Project domain network Nodes represent project domains Nodes are connected through domain co- occurence Colors show cluster membership Node size shows its betweenness
  • 10. Result 3: Project sphere animation
  • 11. Discussion • Technical challenges exist when using internally collected data for network visualization and animation • Visualization development challenges data- collection procedures and can add value to existing data • Demola operators find value particularly in the animation of the project sphere; international collaborators have also expressed an interest in them
  • 12. Critique • Method? • Results? • Validation? • NAV model vs. visual analytics
  • 13. Acknowledgements & thank you Time for your comments and questions. Jukka Huhtamäki <jukka.huhtamaki @tut.fi> Ville Luotonen Ville Kairamo Kaisa Still Martha G. Russell Acknowledgements Ville Ilkkala, Meanfish Ltd, supported animation development. HeikkiIlvespakka took care of exporting the data from the Demola platform