mapping the european tel project landscape using social network analysis and advanced query...

Lehrstuhl Informatik 5

(Informationssysteme)

Prof. Dr. M. Jarke

I5-MD-XXXX11-1

www.telmap.org

www.galanoe.eu

www.role-project.eu

Mapping the European TEL Project

Landscape Using Social Network Analysis

and Advanced Query Visualization

M. Derntl, D. Renzel, R. Klamma

Information Systems and Databases

RWTH Aachen University, Aachen, Germany

[email protected]

ADVTEL @ ECTEL 2011 September 20, 2011 Palermo, Sicily



Prof. Dr. M. Jarke

I5-MD-XXXX11-2

www.telmap.org

www.galanoe.eu

www.role-project.eu

Work context

Mapping and roadmapping for TEL

Understanding the current TEL landscape

Finding strong and weak signals for change at different

levels

Different methods, e.g. Delphi, Community modeling,

Text analysis, Visual analytics, etc.

Here: Social network analysis and visualization



Prof. Dr. M. Jarke

I5-MD-XXXX11-3

www.telmap.org

www.galanoe.eu

www.role-project.eu

TEL-Map Mediabase



Prof. Dr. M. Jarke

I5-MD-XXXX11-4

www.telmap.org

www.galanoe.eu

www.role-project.eu

Component Layers



Prof. Dr. M. Jarke

I5-MD-XXXX11-5

www.telmap.org

www.galanoe.eu

www.role-project.eu

SNA and TM in TEL sources

Social Network Analysis Topic Mining

TEL

Papers

•Most central authors in TEL

•Most frequent collaborations on TEL papers

•Most important TEL conferences and journals

•Development characteristics of authorship

networks in TEL conferences.

•Rising and falling terms in TEL paper

abstracts and keywords

•Co-occurrence of topics in TEL papers

•Topics addressed by most important

TEL authors/papers

TEL

Projects

•Consortium progression between projects

•Partner collaborations across TEL projects

•Most central organizations in TEL projects

•Most central TEL projects

•Development of SNA metrics in project

collaboration network over time

•Topic distribution and shifts in TEL

project foci over time

•Funding and partners related to topics

in TEL projects

TEL

Media

•Citation network in TEL blogs

•Most central web sources referenced in TEL blogs

•Authorities and hubs in the TEL blogosphere

•Co-occurrence of words/bursts in blog entries

•Topic bursts in TEL blogs over time

•Topic shifts in TEL blogs over time



Prof. Dr. M. Jarke

I5-MD-XXXX11-6

www.telmap.org

www.galanoe.eu

www.role-project.eu

Main

source:

CORDIS



Prof. Dr. M. Jarke

I5-MD-XXXX11-7

www.telmap.org

www.galanoe.eu

www.role-project.eu

TEL Projects – Data model



Prof. Dr. M. Jarke

I5-MD-XXXX11-8

www.telmap.org

www.galanoe.eu

www.role-project.eu

Data set

Progr. Call # Projects (acronyms)

ECP

Call 2005 4 CITER, JEM, MACE, MELT

Call 2006 7 COSMOS, EdReNe, EUROGENE, eVip, Intergeo, KeyToNature, Organic.Edunet

Call 2007 3 ASPECT, iCOPER, EduTubePlus

Call 2008 5 LiLa, Math-Bridge, mEducator, OpenScienceResources, OpenScout

FP6

IST-2002-

2.3.1.12a8

CONNECT, E-LEGI, ICLASS, KALEIDOSCOPE, LEACTIVEMATH, PROLEARN,

TELCERT, UNFOLD

IST-2004-

2.4.10b14

APOSDLE, ARGUNAUT, ATGENTIVE, COOPER, ECIRCUS, ELEKTRA, I-MAESTRO,

KP-LAB, L2C, LEAD, PALETTE, PROLIX, RE.MATH, TENCOMPETENCE

IST-2004-

2.4.13c10

ARISE, CALIBRATE, ELU, EMAPPS.COM, ICAMP, LOGOS, LT4EL, MGBL, UNITE,

VEMUS

FP7

ICT-2007.4.1d 6 80DAYS, GRAPPLE, IDSPACE, LTFLL, MATURE, SCY

ICT-2007.4.3d 7 COSPATIAL, DYNALEARN, INTELLEO, ROLE, STELLAR, TARGET, XDELIA

ICT-2009.4.2b 13ALICE, ARISTOTELE, ECUTE, GALA, IMREAL, ITEC, METAFORA, MIROR,

MIRROR, NEXT-TELL, SIREN, TEL-MAP, TERENCE

Total: 77a … Technology-enhanced learning and access to cultural heritage”b … Technology-Enhanced Learning

c … Strengthening the Integration of the ICT research effort in an Enlarged Europe”d … Digital libraries and technology-enhanced learning”



Prof. Dr. M. Jarke

I5-MD-XXXX11-9

www.telmap.org

www.galanoe.eu

www.role-project.eu

Data set

4

7

35

8

14

10

6

7

13

0123456789

101112131415

2004 2005 2006 2007 2008 2009 2010

New projects per programme per year

FP7

FP6

eContentplus



Prof. Dr. M. Jarke

I5-MD-XXXX11-10

www.telmap.org

www.galanoe.eu

www.role-project.eu

TEL projects as social networks

P … projects

O … organizations

Consortium membership � ∶ � � � → { 1, 0 }

Project consortium progression �� , ��

�� , � ∶ , � ∈ � ∧ � � ∧ ∃� ∈ � ∶ � , � ∧ � �, �

Organizational collaboration �� , ��

�� , � ∶ , � ∈ � ∧ � � ∧ ∃� ∈ � ∶ � �, ∧ � �, �



Prof. Dr. M. Jarke

I5-MD-XXXX11-11

www.telmap.org

www.galanoe.eu

www.role-project.eu

GP – FP7 project progression



Prof. Dr. M. Jarke

I5-MD-XXXX11-12

www.telmap.org

www.galanoe.eu

www.role-project.eu

FP6, FP7, ECP projectsFP6, FP7,

eContentplus

Central role of IPs and NoEs as sources and harbors of consortia

eContentplus as “gap filler”



Prof. Dr. M. Jarke

I5-MD-XXXX11-13

www.telmap.org

www.galanoe.eu

www.role-project.eu

Project ranking

PROJECTProgr-amme

StartYear

Authority▼

HubPage-Rank

DegreeWeightedDegree

Close.Centrality

Betw.Centrality

LocalClust. Coeff.

GALA FP7 2010 .0546 [1] .0634 [1] .0338 [4] 42 [3] 79 [5] .6847 [4] .0585 [3] .3449 [74]

OpenScout ECP 2009 .0442 [2] .0495 [2] .0287 [6] 37 [6] 72 [6] .6609 [6] .0310 [7] .4790 [56]

TEL-MAP FP7 2010 .0416 [3] .0000 [75] .0207 [11] 31 [11] 51 [11] .6230 [11] .0147 [20] .5032 [50]

STELLAR FP7 2009 .0403 [4] .0464 [3] .0324 [5] 42 [3] 81 [4] .6909 [3] .0390 [4] .4135 [71]

ROLE FP7 2009 .0338 [5] .0386 [4] .0252 [8] 36 [7] 61 [8] .6552 [7] .0347 [6] .4540 [63]

iCOPER ECP 2008 .0338 [5] .0386 [4] .0354 [3] 39 [5] 91 [3] .6667 [5] .0224 [12] .4764 [59]

Math-Bridge ECP 2009 .0299 [7] .0340 [6] .0156 [18] 26 [15] 35 [17] .5891 [16] .0163 [15] .5446 [42]

ASPECT ECP 2008 .0286 [8] .0309 [7] .0250 [9] 30 [12] 59 [9] .6179 [12] .0289 [8] .4989 [55]

mEducator ECP 2009 .0260 [9] .0294 [8] .0135 [23] 24 [18] 28 [26] .5891 [16] .0234 [10] .5580 [40]

ITEC FP7 2010 .0260 [9] .0294 [8] .0167 [16] 22 [22] 37 [16] .5758 [23] .0176 [14] .5022 [51]

MIRROR FP7 2010 .0260 [9] .0294 [8] .0129 [25] 24 [18] 29 [23] .5802 [20] .0061 [30] .6051 [33]



Prof. Dr. M. Jarke

I5-MD-XXXX11-14

www.telmap.org

www.galanoe.eu

www.role-project.eu

Geo-mapping

http://is.gd/fp7telmap



Prof. Dr. M. Jarke

I5-MD-XXXX11-15

www.telmap.org

www.galanoe.eu

www.role-project.eu

GO – Project collaborations FP7

Each project creates ties among ist consortium members

GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER

DEUTSCHES FORSCHUNGSZENTRUM FUER KUENSTLICHE INTELL IGENZ GMBH

UNIVERSITE CATHOLIQUE DE LOUVAIN

UNIVERSITAET GRAZ

THE UNIVERSITY OF WARWICK

TECHNISCHE UNIVERSITEIT DELFT

OPEN UNIVERSITEIT NEDERLAND

UNIVERSITA DELLA SVIZZERA ITALIANA

EXACT LEARNING SOLUTIONS SPA

IMC INFORMATION MULTIMEDIA COMMUNICATION AG

VRIJE UNIVERSITEIT BRUSSEL

ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA

THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERS ITY OF CAMBRIDGE

TECHNISCHE UNIVERSITEIT EINDHOVEN

THE PROVOST FELLOWS AND SCHOLARS OF THE COLLEGE OF THE HOLY AND UNDIVIDED TRINITY OF QUEEN ELIZABETH N EAR DUBLIN

EBERHARD KARLS UNIVERSITAET TUEBINGEN

UNIVERSITEIT UTRECHT

AURUS KENNIS- EN TRAININGSSYSTEMEN B.V.

UNIVERSITATEA POLITEHNICA DIN BUCURESTI

UNIVERSITE PIERRE MENDES FRANCE

INSTITUTE FOR PARALLEL PROCESSING OF THE BULGARIAN ACADEMY OF SCIENCES

BIT MEDIA E-LEARNING SOLUTION GMBH AND CO KG

THE UNIVERSITY OF MANCHESTER

THE OPEN UNIVERSITY

WIRTSCHAFTSUNIVERSITAET WIENUNIVERSITAET DUISBURG-ESSEN

THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO

DE PRAKTIJK, NATUURWETENSCHAPPELIJK ONDERWIJS V.O.F .

TARTU ULIKOOL

UNIVERSITETET I BERGEN

ENOVATE AS

UNIVERSITETET I OSLO

STICHTING TECHNASIUM

UNIVERSITE JOSEPH FOURIER GRENOBLE 1

UNIVERSITY OF CYPRUS

FRAUNHOFER-GESELLSCHAFT ZUR FOERDERUNG DER ANGEWAND TEN FORSCHUNG E.VUNIVERSITEIT TWENTE

STIFTELSEN SINTEF TECHNOLOGY & SOCIETY

SIEMENS AKTIENGESELLSCHAFT OESTERREICH

CLEAR COMMUNICATION ASSOCIATES LIMITED - CCA

LEAN ENTERPRISE INSTITUTE POLSKA SPOLKA Z OGRANICZO NA ODPOWIEDZIALNOSC IA

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU

POLITECNICO DI MILANO

AALTO-KORKEAKOULUSAATIO

VIRTECH LTD

TECHNISCHE UNIVERSITAET GRAZ

BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH

INOVACIJSKO-RAZVOJNI INSTITUT UNIVERZE V LJUBLJANI

INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E CO MPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBO A

CYNTELIX CORPORATION LIMITED

NOKIA OYJ

UNIVERSITY COLLEGE LONDON

MOMA SPA

HEALTHWARE SPA - PHI

UNIVERSITAET INNSBRUCK

ENGINEERING - INGEGNERIA INFORMATICA SPA

UNIVERSITA DEGLI STUDI DI MILANO

AMIS DRUZBA ZA TELEKOMUNIKACIJE D.O.O.

CENTRO DI RICERCA IN MATEMATICA PURA ED APPLICATA - CONSORZIO

FUNDACIO PER A LA UNIVERSITAT OBERTA DE CATALUNYA

COVENTRY UNIVERSITY

IMAGINARY SRLEMPOWERTHEUSER LTD

UNIVERSITY OF LEEDS

FRIEDRICH-ALEXANDER UNIVERSITAET ERLANGEN - NUERNBE RG

UNIVERSITAET PADERBORN

BOC ASSET MANAGEMENT GMBH

LONDON METROPOLITAN UNIVERSITY

FACHHOCHSCHULE NORDWESTSCHWEIZ

SOLUCIONES INTEGRALES DE FORMACION Y GESTION STRUCT URALIA, S.A

FORSCHUNGSZENTRUM INFORMATIK AN DER UNIVERSITAET KA RLSRUHE

PONTYDYSGU LTD

SAP AG

CENTRE INTERNACIONAL DE METODES NUMERICS EN ENGINYE RIA

NATIONAL AND KAPODISTRIAN UNIVERSITY OF ATHENS

ALMA MATER STUDIORUM-UNIVERSITA DI BOLOGNA

COMPEDIA SOFTWARE & HARDWARE DEVELOPMENT LTD

GOETEBORGS UNIVERSITET

UNIVERSITA DEGLI STUDI DI GENOVA

THE UNIVERSITY OF EXETER

SONY FRANCE S.A.

REGISTERED NURSING HOME ASSOCIATION LIMITED

THE CITY UNIVERSITY

TRACOIN QUALITY BV

REGOLA SRL

INFOMAN AG

NEUROLOGISCHE KLINIK GMBH BAD NEUSTADT

RUHR-UNIVERSITAET BOCHUM

BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY*

MEDIEN IN DER BILDUNG

KOMPETENZZENTRUM FUER WISSENSBASIERTE ANWENDUNGEN U ND SYSTEME FORSCHUNGS - UND ENTWICKLUNGS GMBH

VEREIN OFFENES LERNEN

THE UNIVERSITY OF BIRMINGHAM

BOC INFORMATION TECHNOLOGIES CONSULTING SP. Z.O.O.

UNI RESEARCH AS

MTO PSYCHOLOGISCHE FORSCHUNG UND BERATUNG GMBH

COPENHAGEN BUSINESS SCHOOL

INSTITUTE OF EDUCATION, UNIVERSITY OF LONDON

JOANNEUM RESEARCH FORSCHUNGSGESELLSCHAFT MBH

CONSIGLIO NAZIONALE DELLE RICERCHE

THE UNIVERSITY OF NOTTINGHAM

PLAYGEN LTD

UNIVERSITY OF THE WEST OF SCOTLAND

FUNDACION ESADE

MINISTERUL APARARII NATIONALE

NATO UNDERSEA RESEARCH CENTRE

CENTRE EUROPEEN D'EDUCATION PERMANENTE

UNIVERSITE PAUL SABATIER TOULOUSE III

TTY-SAATIO

SERIOUS GAMES INTERACTIVEAALBORG UNIVERSITET

CYNTELIX CORPORATION BV

HERIOT-WATT UNIVERSITY

RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHE N

UNIVERSIDAD COMPLUTENSE DE MADRID

ORT FRANCE

EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH

KATHOLIEKE UNIVERSITEIT LEUVEN

BUNDESMINISTERIUM FÜR UNTERRICHT, KUNST UND KULTUR

MINISTERIO DA EDUCACAO

SENTER FOR IKT I UTDANNINGEN

INDIRE ISTITUTO NAZIONALE DI DOCUMENTAZIONE PER L'I NNOVAZIONE E LA RICERCA EDUCATIVA

MAKASH - ADVANCING CMC APPLICATIONS IN EDUCATION, C ULTURE AND SCIENCE

EDUCATIO PUBLIC SERVICES NON-PROFIT LLC

SMART TECHNOLOGIES (GERMANY) GMBH

FUTURELAB EDUCATION

PROMETHEAN LIMITED

THE UNIVERSITY OF BOLTON

ICODEON LIMITED

NATIONAL MINISTRY OF EDUCATION

EDUCA.CH INSTITUT SUISSSE DES MEDIAS POUR LA FORMAT ION ET LA CULTURE

UNIVERSIDAD DE VIGO

ELFA S.R.O.

INSTITUTO DE EDUCAÇÃO DA UNIVERSIDADE DE LISBOA

EDUBIT VZW

KNOWLEDGE MARKETS CONSULTING GMBH

THE MANCHESTER METROPOLITAN UNIVERSITY

TIIGRIHUPPE SIHTASUTUS

EUN PARTNERSHIP AISBLUNI-C, DANMARKS EDB-CENTER FOR FORSKNING OG UDDANNE LSE

CENTRE NATIONAL DE DOCUMENTATION PEDAGOGIQUE

SVIETIMO INFORMACINIU TECHNOLOGIJU CENTRAS

FACULTES UNIVERSITAIRES NOTRE-DAME DE LA PAIX ASBL

UNIVERSITA DEGLI STUDI DELL'AQUILA

UNIVERSITA DEGLI STUDI DI PADOVA

UNIVERSIDAD DE SALAMANCA

AMNIN D.O.O CENTR ZA ZNANSTVENO VIZUALIZACIJO

LIBERA UNIVERSITA DI BOLZANO

UNIVERSITA DEGLI STUDI DI VERONA

FONDAZIONE BRUNO KESSLER

MOHOLY-NAGY MUVESZETI EGYETEM

SIVECO ROMANIA SA

UNIVERSITY OF SUSSEX

GIUNTI LABS S.R.L.

HOGSKOLEN I OSLO

JYVASKYLAN YLIOPISTO

ZENTRUM FUER SOZIALE INNOVATION

KUNGLIGA TEKNISKA HOEGSKOLAN

BRUNEL UNIVERSITY

NATIONAL UNIVERSITY CORPORATION, KYOTO UNIVERSITY

UNIVERSITAET AUGSBURG

WAGENINGEN UNIVERSITEIT

GAKO HOJIN SEIKEI GAKUEN

UNIVERSITY OF SUNDERLAND

JACOBS UNIVERSITY BREMEN GGMBH

TAKOMAT JOHNE, SCHNATMANN, SCHWARZ GBR

TESTALUNA SRL

UNIVERSITY OF LEICESTER

ZENTRUM FUER GRAPHISCHE DATENVERARBEITUNG E.V.

IT UNIVERSITY OF COPENHAGEN

UNIVERSITY OF BATH

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

NATIONAL TECHNICAL UNIVERSITY OF ATHENSINSTITUT FÜR ANGEWANDTE SYSTEMTECHNIK BREMEN GMBH

EESTI OPETAJATE LIIT

INI DOO

FACULTY OF ORGANIZATIONAL SCIENCES, UNIVERSITY OF B ELGRADE

TALLINNA ULIKOOL

ATHABASCA UNIVERSITY

VOLKSWAGEN AG

THE HEBREW UNIVERSITY OF JERUSALEM

KATHOLISCHE UNIVERSITAT EICHSTATT-INGOLSTADT

SAXO BANK AS

ERASMUS UNIVERSITEIT ROTTERDAM

BLEKINGE TEKNISKA HOEGSKOLA

UNIVERSITY OF BRISTOL

SCIENTER SCRL

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE

LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN

ALBERT-LUDWIGS-UNIVERSITAET FREIBURG

FUNDAÇÃO UNIVERSIDADE DE BRASILIA

CENTRAL LABORATORY OF GENERAL ECOLOGY - ZENTRALNA L ABORATORIYA PO OBSCHTA EKOLOGIYA

UNIVERSIDAD POLITECNICA DE MADRID

TEL AVIV UNIVERSITY

UNIVERSITAET FUER BODENKULTUR WIEN

UNIVERSITY OF HULL

UNIVERSITEIT VAN AMSTERDAM

THE BRITISH INSTITUTE FOR LEARNINGAND DEVELOPMENT L BG

U&I LEARNING NV

FESTO LERNZENTRUM SAAR GMBHSHANGHAI JIAO TONG UNIVERSITY

UNIVERSITAET KOBLENZ-LANDAU

UPPSALA UNIVERSITET

FRAUNHOFER IAF

UNIVERSITY OF HAIFA

BAR ILAN UNIVERSITY

MORPHEUS SOFTWARE VOF

LANDESINITIATIVE NEUE KOMMUNIKATIONSWEGE MECKLENBUR G-VORPOMMERN E.V.

EXTRIM MINTIA SOLOUSIONS ETAIREIA PLIROFORIKIS KAI TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS

UNIVERSITY OF PIRAEUS RESEARCH CENTER

STIFTUNG UNIVERSITAT HILDESHEIM

SPACE APPLICATIONS SERVICES NV



Prof. Dr. M. Jarke

I5-MD-XXXX11-16

www.telmap.org

www.galanoe.eu

www.role-project.eu

Project collaborations

UNIVERSITE CATHOLIQUE DE LOUVAIN

UNIVERSITAET GRAZ

TECHNISCHE UNIVERSITEIT DELFT

OPEN UNIVERSITEIT NEDERLAND

UNIVERSITA DELLA SVIZZERA ITALIANA

ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA

THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERS ITY OF CAMBRIDGE

EBERHARD KARLS UNIVERSITAET TUEBINGEN

UNIVERSITEIT UTRECHT

UNIVERSITATEA POLITEHNICA DIN BUCURESTI

BIT MEDIA E-LEARNING SOLUTION GMBH AND CO KG

THE UNIVERSITY OF MANCHESTER

THE OPEN UNIVERSITY

WIRTSCHAFTSUNIVERSITAET WIEN

UNIVERSITE JOSEPH FOURIER GRENOBLE 1

STIFTELSEN SINTEF TECHNOLOGY & SOCIETY

SIEMENS AKTIENGESELLSCHAFT OESTERREICH

CLEAR COMMUNICATION ASSOCIATES LIMITED - CCA

LEAN ENTERPRISE INSTITUTE POLSKA SPOLKA Z OGRANICZO NA ODPOWIEDZIALNOSC IA

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU

POLITECNICO DI MILANO

AALTO-KORKEAKOULUSAATIO

VIRTECH LTD

BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH

INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E CO MPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBO A

CYNTELIX CORPORATION LIMITED

NOKIA OYJ

UNIVERSITY COLLEGE LONDON

COVENTRY UNIVERSITY

UNIVERSITA DEGLI STUDI DI GENOVA

CONSIGLIO NAZIONALE DELLE RICERCHE

THE UNIVERSITY OF NOTTINGHAM

PLAYGEN LTD

UNIVERSITY OF THE WEST OF SCOTLAND

FUNDACION ESADE

MINISTERUL APARARII NATIONALE

NATO UNDERSEA RESEARCH CENTRE

CENTRE EUROPEEN D'EDUCATION PERMANENTE

UNIVERSITE PAUL SABATIER TOULOUSE III

TTY-SAATIO

SERIOUS GAMES INTERACTIVEAALBORG UNIVERSITET

CYNTELIX CORPORATION BV

HERIOT-WATT UNIVERSITY

RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHE N

UNIVERSIDAD COMPLUTENSE DE MADRID

ORT FRANCE

EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH

KATHOLIEKE UNIVERSITEIT LEUVEN

EDUCATIO PUBLIC SERVICES NON-PROFIT LLC

FUTURELAB EDUCATION

THE UNIVERSITY OF BOLTON

UNIVERSITA DEGLI STUDI DELL'AQUILA

UNIVERSITA DEGLI STUDI DI VERONA

GIUNTI LABS S.R.L.

ZENTRUM FUER SOZIALE INNOVATION

KUNGLIGA TEKNISKA HOEGSKOLAN

NATIONAL TECHNICAL UNIVERSITY OF ATHENSINI DOO

TALLINNA ULIKOOL

ATHABASCA UNIVERSITY

ERASMUS UNIVERSITEIT ROTTERDAM

UNIVERSITY OF BRISTOL

SCIENTER SCRL

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE

LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN

ALBERT-LUDWIGS-UNIVERSITAET FREIBURG

MORPHEUS SOFTWARE VOF

EXTRIM MINTIA SOLOUSIONS ETAIREIA PLIROFORIKIS KAI TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS

UNIVERSITY OF PIRAEUS RESEARCH CENTER

STIFTUNG UNIVERSITAT HILDESHEIM

SPACE APPLICATIONS SERVICES NV



Prof. Dr. M. Jarke

I5-MD-XXXX11-17

www.telmap.org

www.galanoe.eu

www.role-project.eu

Top collaborators in FP7

� Technische Universität Graz, Austria (82 conn. in 7 projects)

� Open Universiteit Nederland, Netherlands (67 / 5)

� Aalto-Korkeakoulusaatio, Finland (66 / 3)

� Katholieke Universiteit Leuven, Belgium (63 / 4).

� ATOS Origin Sociedad Anonima Espanola, Spain (59 / 4)



Prof. Dr. M. Jarke

I5-MD-XXXX11-18

www.telmap.org

www.galanoe.eu

www.role-project.eu

605 organizations

in 77 projects

creating 9K+

collaboration ties

Project collaborations FP6,7, ECP



Prof. Dr. M. Jarke

I5-MD-XXXX11-19

www.telmap.org

www.galanoe.eu

www.role-project.eu

Top 10 organizations

Organization PR ▼ BC LC DC CC Funding*

THE OPEN UNIVERSITY .0125 [1] .1209 [1] .2135 [603] 220 [1] .5421 [1] 3.55 [3]

KATHOLIEKE UNIVERSITEIT LEUVEN .0090 [2] .0770 [2] .1701 [605] 149 [3] .5628 [5] 2.56 [5]

OPEN UNIVERSITEIT NEDERLAND .0085 [3] .0411 [5] .2159 [602] 133 [7] .6014 [6] 3.45 [4]

JYVASKYLAN YLIOPISTO .0080 [4] .0667 [3] .3168 [590] 170 [2] .5480 [2] 1.26 [39]

DEUTSCHES FORSCHUNGSZENTRUM FUER KUENSTLICHE INTELLIGENZ GMBH

.0066 [5] .0409 [6] .1892 [604] 107 [25] .5550 [17] 3.68 [1]

ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA .0064 [6] .0237 [15] .4316 [565] 142 [5] .5335 [4] 1.33 [33]

UNIVERSITAET GRAZ .0064 [7] .0229 [18] .4016 [574] 148 [4] .5279 [3] 2.03 [10]

UNIVERSITEIT UTRECHT .0061 [8] .0204 [23] .4323 [564] 139 [6] .5279 [11] 1.62 [19]

INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA

.0061 [9] .0368 [7] .4741 [550] 130 [8] .5261 [19] 1.68 [16]

THE UNIVERSITY OF WARWICK .0058 [10] .0329 [8] .4754 [549] 129 [10] .5025 [10] 1.68 [17]

PR = PageRank | BC = Betweenness centrality | LC = Local clustering coefficient | DC = Degree centrality | CC = Closeness centrality



Prof. Dr. M. Jarke

I5-MD-XXXX11-20

www.telmap.org

www.galanoe.eu

www.role-project.eu

Two clustering spheres

0

50

100

150

200

250

0.0 0.2 0.4 0.6 0.8 1.0

De

gre

e

Local clustering coefficient

KALEIDOSCOPE (100%), STELLAR (94%), PROLEARN (91%), RE.MATH (88%), GRAPPLE, ALICE, TEL-Map (80% each), ICOPER (74%) and IMREAL (72%).

Connectedness of the neighborhood

137 / 605 (23%) are on the “higher sphere”.



Prof. Dr. M. Jarke

I5-MD-XXXX11-21

www.telmap.org

www.galanoe.eu

www.role-project.eu

Top partnership bonds

Organizational pairing, e.g. OUNL + Hannover, OU +

KUL (6), OU + OUNL / IMC / JYU (5), …

The most important projects where the 22 strongest

partnership pairs (4 or more projects) participated:

1. PROLEARN (FP6; 16 pairs),

2. ICOPER (eContentplus; 10 pairs),

3. OpenScout (eContentplus; 9 pairs),

4. GRAPPLE (FP7; 8 pairs),

5. STELLAR, ROLE (FP7; 5 pairs), and

7. PROLIX (FP6, 5 pairs)



Prof. Dr. M. Jarke

I5-MD-XXXX11-22

www.telmap.org

www.galanoe.eu

www.role-project.eu

∆t – Dynamic SNA

Organizations vs Collaborations

157

258

372424

477543

6054,199

4,989

6,0496,609

7,411

8,244

9,340

0

2,000

4,000

6,000

8,000

10,000

0

200

400

600

800

1,000

2004 2005 2006 2007 2008 2009 2010

Organizations

Collaborations



Prof. Dr. M. Jarke

I5-MD-XXXX11-23

www.telmap.org

www.galanoe.eu

www.role-project.eu

Dynamic SNA

Introduction of new organizations

8

14 14

7 9

1213

19.6

7.28.1 7.4

5.9 5.5 4.8

0

5

10

15

20

25

2004 2005 2006 2007 2008 2009 2010

New Projects

New Organizations per New Project



Prof. Dr. M. Jarke

I5-MD-XXXX11-24

www.telmap.org

www.galanoe.eu

www.role-project.eu

Dynamic SNA

Fresh blood?!23.0

10.912.1 12.0

14.112.6 11.9

19.6

7.28.1 7.4

5.9 5.5 4.8

0

5

10

15

20

25

2004 2005 2006 2007 2008 2009 2010

Avg. Consortium Size of New Projects

New Organizations per New Project

85%

66% 67%62%

42% 44%40%

23.0

10.9 12.1 12.014.1 12.6 11.9

0

5

10

15

20

25

30

35

40

45

50

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

2004 2005 2006 2007 2008 2009 2010

Ratio of New Organizations in Consortia of New Projects

Avg. Consortium Size of New Projects



Prof. Dr. M. Jarke

I5-MD-XXXX11-25

www.telmap.org

www.galanoe.eu

www.role-project.eu

Want to explore?

Widget based query explorer



Prof. Dr. M. Jarke

I5-MD-XXXX11-26

www.telmap.org

www.galanoe.eu

www.role-project.eu

TEL projects SNA dashboard

Widget:

http://learningfrontiers.eu/extras/widgets/mediabase/?db=projects

Timeseries query (annotated timeline)select makedate(year(date_start), 1), avg(funding) as 'Avg Funds', max(funding) as 'Max Funds', sum(funding) as 'Sum F unds', count(*) as Projects from projectspace_projects where is_tel = 1 group by makedate(year(date_start), 1) order by 1 asc

SNA query (graph visualization)select a.acronym as Project1, b.acronym as Project2 , count(*) as 'Number of overlapping partners' from (select acron ym, pt.project_id, pt.participant_id from projectspace_project_participants pt, projectspace_ projects p where p.id=pt.project_id and p.is_tel=1 and program me='FP7') a, (select acronym, pt.project_id, pt.participant_id f rom projectspace_project_participants pt, projectspace_ projects p where p.id=pt.project_id and p.is_tel=1 and program me='FP7') b where a.project_id > b.project_id and a.participant _id = b.participant_id group by a.acronym, b.acronym orde r by 3 desc



Prof. Dr. M. Jarke

I5-MD-XXXX11-27

www.telmap.org

www.galanoe.eu

www.role-project.eu

Key findings

� IPs and NoEs and large ECP consortia are most central projects (also: partnership bonds, clustering)

� “Multicultural” list of top organizations

� ECP as incubator for FP7 projects; strengthened weak ties. Research follows money.

� Two classes: clustered/loose neighborhood. Some achieve a clustering-paribus increase in SNA metrics

� Fresh blood is draining; bonds are growing stronger. We’re a family.

� SNA is capable of revealing clusters of organizations and projects that can be used as indicators of impact and sustainability



Prof. Dr. M. Jarke

I5-MD-XXXX11-28

www.telmap.org

www.galanoe.eu

www.role-project.eu

Read and see more…

Stories, results, and widgets

http://learningfrontiers.eu

TEL-Map deliverable D4.3 (end Sept)

http://telmap.org

Stay tuned

#telroadmaps, @klamma, @quickmick

mapping the european tel project landscape using social network analysis and advanced query...

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