SlideShare ist ein Scribd-Unternehmen logo
1 von 41
New Tools to Map and Manage Innovation Networks John Steen Tim Kastelle
What is Network Analysis ,[object Object],[object Object],[object Object]
Formal Structure
Actual Structure
Network Issues ,[object Object],[object Object],[object Object],[object Object]
Example – International Trade Network ,[object Object],[object Object],[object Object]
1938 Network
1968 Network
1998 Network
Network Metrics ,[object Object],[object Object],[object Object],[object Object],[object Object]
Degree Distribution ,[object Object]
Degree David, degree = 7 Sarah, degree = 1
In-Degree Distribution
Density ,[object Object]
Density 15 people 15x14 = 210 possible connections 41 actual connections 41/210 = density = 19%
Clustering ,[object Object]
High vs. Low Clustering High Low
Path Length ,[object Object]
High Average Path vs Low High Low
Sample Networks
Clustering and average path ,[object Object],[object Object],[object Object],[object Object]
Increased Interdependence? ,[object Object]
Implication ,[object Object],[object Object]
Regionalisation or Globalisation?
Implications ,[object Object],[object Object]
Fundamental Change in Structure?
In-Degree Distributions
Implication ,[object Object],[object Object]
New Analytical Tools ,[object Object],[object Object],[object Object],[object Object]
SIENA Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
World Trade Network SIENA Analysis 1
World Trade Network SIENA Analysis 2
Interpretation ,[object Object],[object Object]
More Interpretation ,[object Object],[object Object]
Firm Level Analysis
Collaborative Networks ,[object Object],[object Object]
Implications ,[object Object],[object Object]
New innovation models and competitive strategy ,[object Object],[object Object],[object Object]
Networks as leading indicators of innovation performance  ,[object Object],[object Object],[object Object]
Diagnosing unhealthy innovation networks ,[object Object],[object Object],[object Object]
Tracking search, problem-solving and connections ,[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Andere mochten auch

Vlerick innovation network slideshare
Vlerick innovation network slideshareVlerick innovation network slideshare
Vlerick innovation network slideshare
Marion Debruyne
 
Thomas J. Howard pt.3 open design
Thomas J. Howard pt.3   open designThomas J. Howard pt.3   open design
Thomas J. Howard pt.3 open design
Ajujaht
 
Thomas J. Howard pt.4 protovation
Thomas J. Howard pt.4   protovationThomas J. Howard pt.4   protovation
Thomas J. Howard pt.4 protovation
Ajujaht
 

Andere mochten auch (20)

Vlerick innovation network slideshare
Vlerick innovation network slideshareVlerick innovation network slideshare
Vlerick innovation network slideshare
 
Real Time Evaluation Handout
Real Time Evaluation HandoutReal Time Evaluation Handout
Real Time Evaluation Handout
 
Dataviz Products throughout the Evaluation Lifecycle
Dataviz Products throughout the Evaluation LifecycleDataviz Products throughout the Evaluation Lifecycle
Dataviz Products throughout the Evaluation Lifecycle
 
New Innovation Networks In Destinations 2
New Innovation Networks In Destinations 2New Innovation Networks In Destinations 2
New Innovation Networks In Destinations 2
 
Issues in Innovation Leadership
Issues in Innovation LeadershipIssues in Innovation Leadership
Issues in Innovation Leadership
 
Open Education?
Open Education?Open Education?
Open Education?
 
TEDxUQ
TEDxUQTEDxUQ
TEDxUQ
 
Innovation Business Models
Innovation Business ModelsInnovation Business Models
Innovation Business Models
 
Understanding Innovation - Industry Breakfast
Understanding Innovation - Industry BreakfastUnderstanding Innovation - Industry Breakfast
Understanding Innovation - Industry Breakfast
 
Ibus2302 Kastelle 2009
Ibus2302 Kastelle 2009Ibus2302 Kastelle 2009
Ibus2302 Kastelle 2009
 
How to Finish Your PhD
How to Finish Your PhDHow to Finish Your PhD
How to Finish Your PhD
 
4 Rules for Building Your Network
4 Rules for Building Your Network4 Rules for Building Your Network
4 Rules for Building Your Network
 
Issues in Public Sector Innovation
Issues in Public Sector InnovationIssues in Public Sector Innovation
Issues in Public Sector Innovation
 
The Three Stages Of Innovation Strategy
The Three Stages Of Innovation StrategyThe Three Stages Of Innovation Strategy
The Three Stages Of Innovation Strategy
 
Physics
PhysicsPhysics
Physics
 
Thomas J. Howard pt.3 open design
Thomas J. Howard pt.3   open designThomas J. Howard pt.3   open design
Thomas J. Howard pt.3 open design
 
42629 lecture 1 pt1
42629 lecture 1 pt142629 lecture 1 pt1
42629 lecture 1 pt1
 
Thomas J. Howard pt.4 protovation
Thomas J. Howard pt.4   protovationThomas J. Howard pt.4   protovation
Thomas J. Howard pt.4 protovation
 
Exercise
ExerciseExercise
Exercise
 
What is an Innovation Culture?
What is an Innovation Culture?What is an Innovation Culture?
What is an Innovation Culture?
 

Ähnlich wie UQBS Seminar - Innovation Networks

COMMUNICATIONS OF THE ACM November 2004Vol. 47, No. 11 15.docx
COMMUNICATIONS OF THE ACM November  2004Vol. 47, No. 11 15.docxCOMMUNICATIONS OF THE ACM November  2004Vol. 47, No. 11 15.docx
COMMUNICATIONS OF THE ACM November 2004Vol. 47, No. 11 15.docx
monicafrancis71118
 
Distribution of maximal clique size of the
Distribution of maximal clique size of theDistribution of maximal clique size of the
Distribution of maximal clique size of the
IJCNCJournal
 
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
csandit
 
153-Russo Multilayer network analysis of innovation intermediaries activities
153-Russo Multilayer network analysis of innovation intermediaries activities153-Russo Multilayer network analysis of innovation intermediaries activities
153-Russo Multilayer network analysis of innovation intermediaries activities
innovationoecd
 
Adaptive Percolation Daniel Burkhardt Cerigo
Adaptive Percolation Daniel Burkhardt CerigoAdaptive Percolation Daniel Burkhardt Cerigo
Adaptive Percolation Daniel Burkhardt Cerigo
Daniel Burkhardt Cerigo
 
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Subhajit Sahu
 
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Subhajit Sahu
 
An updated look at social network extraction system a personal data analysis ...
An updated look at social network extraction system a personal data analysis ...An updated look at social network extraction system a personal data analysis ...
An updated look at social network extraction system a personal data analysis ...
eSAT Publishing House
 

Ähnlich wie UQBS Seminar - Innovation Networks (20)

EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKSEVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
 
An Efficient Algorithm to Calculate The Connectivity of Hyper-Rings Distribut...
An Efficient Algorithm to Calculate The Connectivity of Hyper-Rings Distribut...An Efficient Algorithm to Calculate The Connectivity of Hyper-Rings Distribut...
An Efficient Algorithm to Calculate The Connectivity of Hyper-Rings Distribut...
 
EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKSEVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
EVOLUTIONARY CENTRALITY AND MAXIMAL CLIQUES IN MOBILE SOCIAL NETWORKS
 
An information-theoretic, all-scales approach to comparing networks
An information-theoretic, all-scales approach to comparing networksAn information-theoretic, all-scales approach to comparing networks
An information-theoretic, all-scales approach to comparing networks
 
COMMUNICATIONS OF THE ACM November 2004Vol. 47, No. 11 15.docx
COMMUNICATIONS OF THE ACM November  2004Vol. 47, No. 11 15.docxCOMMUNICATIONS OF THE ACM November  2004Vol. 47, No. 11 15.docx
COMMUNICATIONS OF THE ACM November 2004Vol. 47, No. 11 15.docx
 
Distribution of maximal clique size of the
Distribution of maximal clique size of theDistribution of maximal clique size of the
Distribution of maximal clique size of the
 
Discovering Influential User by Coupling Multiplex Heterogeneous OSN’S
Discovering Influential User by Coupling Multiplex Heterogeneous OSN’SDiscovering Influential User by Coupling Multiplex Heterogeneous OSN’S
Discovering Influential User by Coupling Multiplex Heterogeneous OSN’S
 
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
O N T HE D ISTRIBUTION OF T HE M AXIMAL C LIQUE S IZE F OR T HE V ERTICES IN ...
 
The effect of social welfare
The effect of social welfareThe effect of social welfare
The effect of social welfare
 
Centrality Prediction in Mobile Social Networks
Centrality Prediction in Mobile Social NetworksCentrality Prediction in Mobile Social Networks
Centrality Prediction in Mobile Social Networks
 
153-Russo Multilayer network analysis of innovation intermediaries activities
153-Russo Multilayer network analysis of innovation intermediaries activities153-Russo Multilayer network analysis of innovation intermediaries activities
153-Russo Multilayer network analysis of innovation intermediaries activities
 
CORRELATION OF EIGENVECTOR CENTRALITY TO OTHER CENTRALITY MEASURES: RANDOM, S...
CORRELATION OF EIGENVECTOR CENTRALITY TO OTHER CENTRALITY MEASURES: RANDOM, S...CORRELATION OF EIGENVECTOR CENTRALITY TO OTHER CENTRALITY MEASURES: RANDOM, S...
CORRELATION OF EIGENVECTOR CENTRALITY TO OTHER CENTRALITY MEASURES: RANDOM, S...
 
Adaptive Percolation Daniel Burkhardt Cerigo
Adaptive Percolation Daniel Burkhardt CerigoAdaptive Percolation Daniel Burkhardt Cerigo
Adaptive Percolation Daniel Burkhardt Cerigo
 
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
 
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
Massively Parallel Simulations of Spread of Infectious Diseases over Realisti...
 
NRNB Annual Report 2012
NRNB Annual Report 2012NRNB Annual Report 2012
NRNB Annual Report 2012
 
Computational Frameworks for Higher-order Network Data Analysis
Computational Frameworks for Higher-order Network Data AnalysisComputational Frameworks for Higher-order Network Data Analysis
Computational Frameworks for Higher-order Network Data Analysis
 
An updated look at social network extraction system a personal data analysis ...
An updated look at social network extraction system a personal data analysis ...An updated look at social network extraction system a personal data analysis ...
An updated look at social network extraction system a personal data analysis ...
 
Ontonix Complexity & Cross Sectional Returns Academic Research
Ontonix Complexity & Cross Sectional Returns Academic ResearchOntonix Complexity & Cross Sectional Returns Academic Research
Ontonix Complexity & Cross Sectional Returns Academic Research
 
On the development of methodology for planning and cost modeling of a wide ar...
On the development of methodology for planning and cost modeling of a wide ar...On the development of methodology for planning and cost modeling of a wide ar...
On the development of methodology for planning and cost modeling of a wide ar...
 

Kürzlich hochgeladen

Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
amitlee9823
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
dlhescort
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
daisycvs
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
lizamodels9
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Dipal Arora
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 

Kürzlich hochgeladen (20)

Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture concept
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 

UQBS Seminar - Innovation Networks