The document discusses mapping the European technology-enhanced learning (TEL) project landscape using social network analysis and advanced query visualization. It analyzes data on over 70 TEL projects funded by the European Commission between 2004-2010 to identify patterns in collaborations between organizations, progression of consortiums between projects, and the relationships between projects, organizations, and topics. Social network analysis is applied to collaboration networks between organizations within and across projects, while topic mining is used to analyze topics addressed in project focuses, publications, and other media. Visualization tools are used to display the results, including geo-mapping of organizational collaboration networks.
Mapping the European TEL Project Landscape Using Social Network Analysis and Advanced Query Visualization
1. www.telmap.org
ADVTEL @ ECTEL 2011 September 20, 2011 Palermo, Sicily
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
derntl@dbis.rwth-aachen.de
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-1
2. www.telmap.org
Work context
www.galanoe.eu
www.role-project.eu
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.
Lehrstuhl Informatik 5
(Informationssysteme)
Here: Social network analysis and visualization
Prof. Dr. M. Jarke
I5-MD-XXXX11-2
3. www.telmap.org
TEL-Map Mediabase
www.galanoe.eu
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-3
4. www.telmap.org
Component Layers
www.galanoe.eu
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-4
5. www.telmap.org
SNA and TM in TEL sources
www.galanoe.eu
Social Network Analysis Topic Mining
www.role-project.eu
•Most central authors in TEL •Rising and falling terms in TEL paper
•Most frequent collaborations on TEL papers abstracts and keywords
TEL
•Most important TEL conferences and journals •Co-occurrence of topics in TEL papers
Papers •Development characteristics of authorship •Topics addressed by most important
networks in TEL conferences. TEL authors/papers
•Consortium progression between projects •Topic distribution and shifts in TEL
•Partner collaborations across TEL projects project foci over time
TEL •Most central organizations in TEL projects •Funding and partners related to topics
Projects •Most central TEL projects in TEL projects
•Development of SNA metrics in project
collaboration network over time
•Citation network in TEL blogs •Topic bursts in TEL blogs over time
TEL •Most central web sources referenced in TEL blogs •Topic shifts in TEL blogs over time
Media •Authorities and hubs in the TEL blogosphere
Lehrstuhl Informatik 5
(Informationssysteme)
•Co-occurrence of words/bursts in blog entries
Prof. Dr. M. Jarke
I5-MD-XXXX11-5
6. www.telmap.org
www.galanoe.eu
www.role-project.eu
Main
source:
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke CORDIS
I5-MD-XXXX11-6
7. www.telmap.org
TEL Projects – Data model
www.galanoe.eu
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-7
8. www.telmap.org
Data set
www.galanoe.eu
Progr. Call # Projects (acronyms)
Call 2005 4 CITER, JEM, MACE, MELT
www.role-project.eu
Call 2006 7 COSMOS, EdReNe, EUROGENE, eVip, Intergeo, KeyToNature, Organic.Edunet
ECP
Call 2007 3 ASPECT, iCOPER, EduTubePlus
Call 2008 5 LiLa, Math-Bridge, mEducator, OpenScienceResources, OpenScout
IST-2002- CONNECT, E-LEGI, ICLASS, KALEIDOSCOPE, LEACTIVEMATH, PROLEARN,
8
2.3.1.12a TELCERT, UNFOLD
IST-2004- APOSDLE, ARGUNAUT, ATGENTIVE, COOPER, ECIRCUS, ELEKTRA, I-MAESTRO,
FP6 2.4.10b
14
KP-LAB, L2C, LEAD, PALETTE, PROLIX, RE.MATH, TENCOMPETENCE
IST-2004- ARISE, CALIBRATE, ELU, EMAPPS.COM, ICAMP, LOGOS, LT4EL, MGBL, UNITE,
10
2.4.13c VEMUS
ICT-2007.4.1d 6 80DAYS, GRAPPLE, IDSPACE, LTFLL, MATURE, SCY
ICT-2007.4.3d 7 COSPATIAL, DYNALEARN, INTELLEO, ROLE, STELLAR, TARGET, XDELIA
FP7
ALICE, ARISTOTELE, ECUTE, GALA, IMREAL, ITEC, METAFORA, MIROR,
ICT-2009.4.2b 13
MIRROR, NEXT-TELL, SIREN, TEL-MAP, TERENCE
Lehrstuhl Informatik 5
Total: 77
(Informationssysteme) a … Technology-enhanced learning and access to cultural heritage” c … Strengthening the Integration of the ICT research effort in an Enlarged Europe”
Prof. Dr. M. Jarke
b … Technology-Enhanced Learning d
I5-MD-XXXX11-8 … Digital libraries and technology-enhanced learning”
9. www.telmap.org
Data set
www.galanoe.eu
www.role-project.eu New projects per programme per year
15
14 FP7
13 FP6
12
11 eContentplus
10
9 10 7
8
7 14 13
6 6
5
4 8 7
3
2 4 5
1 3
0
2004 2005 2006 2007 2008 2009 2010
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-9
10. www.telmap.org
TEL projects as social networks
www.galanoe.eu
P … projects
www.role-project.eu
O … organizations
Consortium membership ∶ → { 1, 0 }
Project consortium progression ,
, ∶ , ∈ ∧ ∧∃ ∈ ∶ , ∧ ,
Organizational collaboration ,
Lehrstuhl Informatik 5 , ∶ , ∈ ∧ ∧∃ ∈ ∶ , ∧ ,
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-10
11. www.telmap.org
GP – FP7 project progression
www.galanoe.eu
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-11
12. www.telmap.org FP6, FP7,
FP6, FP7, ECP projects
eContentplus
www.galanoe.eu
www.role-project.eu
Central role of IPs and NoEs as
sources and harbors of
consortia
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
eContentplus as “gap filler”
I5-MD-XXXX11-12
14. www.telmap.org
Geo-mapping
www.galanoe.eu
http://is.gd/fp7telmap
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-14
15. www.telmap.org
GO – Project collaborations FP7
www.galanoe.eu
Each project creates ties among ist consortium members
www.role-project.eu CENTRAL LABORATORY OF GENERAL ECOLOGY - ZENTRALNA LABORATORIYA PO OBSCHTA EKOLOGIYA
NATIONAL UNIVERSITY CORPORATION, KYOTO UNIVERSITY
FACULTES UNIVERSITAIRES NOTRE-DAME DE LA PAIX ASBL
INSTITUTO DE EDUCAÇÃO DA UNIVERSIDADE DE LISBOA
EDUCA.CH INSTITUT SUISSSE DES MEDIAS POUR LA FORMATION ET LA CULTURE
WAGENINGEN UNIVERSITEIT SVIETIMO INFORMACINIU TECHNOLOGIJU CENTRAS
UNIVERSIDAD POLITECNICA DE MADRID
UNIVERSIDAD DE VIGO
UNI-C, DANMARKS EDB-CENTER FOR FORSKNING OG UDDANNELSE MAKASH - ADVANCING CMC APPLICATIONS IN EDUCATION, CULTURE AND SCIENCE
EUN PARTNERSHIP AISBL
TIIGRIHUPPE SIHTASUTUS
MINISTERIO DA EDUCACAO
TEL AVIV UNIVERSITY THE MANCHESTER METROPOLITAN UNIVERSITY
GAKO HOJIN SEIKEI GAKUEN
UNIVERSITAET FUER BODENKULTUR WIEN
UNIVERSITEIT VAN AMSTERDAM
INDIRE ISTITUTO NAZIONALE DI DOCUMENTAZIONE PER L'INNOVAZIONE E LA RICERCA EDUCATIVA
FACULTY OF ORGANIZATIONAL SCIENCES, UNIVERSITY OF BELGRADE
BUNDESMINISTERIUM FÜR UNTERRICHT, KUNST UND KULTUR
UNIVERSITAET AUGSBURG
CENTRE NATIONAL DE DOCUMENTATION PEDAGOGIQUE
JACOBS UNIVERSITY BREMEN GGMBH
NATIONAL MINISTRY OF EDUCATION
ICODEON LIMITED
THE REGENTS OF THE UNIVERSITY OF CALIFORNIA EDUBIT VZW
UNIVERSITY OF SUNDERLAND
UNIVERSITY OF HULL
KNOWLEDGE MARKETS CONSULTING GMBH
SENTER FOR IKT I UTDANNINGEN
ELFA S.R.O. EESTI OPETAJATE LIIT
PROMETHEAN LIMITED
FUNDAÇÃO UNIVERSIDADE DE BRASILIA
SMART TECHNOLOGIES (GERMANY) GMBH
UNIVERSITY OF BATH
TALLINNA ULIKOOL
FUTURELAB EDUCATION
INSTITUT FÜR ANGEWANDTE SYSTEMTECHNIK BREMEN GMBH
VOLKSWAGEN AG
NATIONAL TECHNICAL UNIVERSITY OF ATHENS HERIOT-WATT UNIVERSITY
INI DOO
EDUCATIO PUBLIC SERVICES NON-PROFIT LLC THE UNIVERSITY OF BOLTON
MORPHEUS SOFTWARE VOF
UNIVERSIDAD COMPLUTENSE DE MADRID
EXTRIM MINTIA SOLOUSIONS ETAIREIA PLIROFORIKIS KAI TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS ATHABASCA UNIVERSITY
CENTRE EUROPEEN D'EDUCATION PERMANENTE
AALTO-KORKEAKOULUSAATIO
SPACE APPLICATIONS SERVICES NV EBERHARD KARLS UNIVERSITAET TUEBINGEN
FUNDACION ESADE
LANDESINITIATIVE NEUE KOMMUNIKATIONSWEGE MECKLENBURG-VORPOMMERN E.V. UNIVERSITY OF PIRAEUS RESEARCH CENTER
TTY-SAATIO
MINISTERUL APARARII NATIONALE
IT UNIVERSITY OF COPENHAGEN
SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET
A
UNIVERSITY OF THE WEST OF SCOTLAND
UNIVERSITE PAUL SABATIER TOULOUSE III
INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA KUNGLIGA TEKNISKA HOEGSKOLAN
THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO STIFTUNG UNIVERSITAT HILDESHEIM
CYNTELIX CORPORATION BV INSTITUTE FOR PARALLEL PROCESSING OF THE BULGARIAN ACADEMY OF SCIENCES
THE UNIVERSITY OF MANCHESTER
UNIVERSITEIT UTRECHT
PLAYGEN LTD
ENOVATE AS UNIVERSITATEA POLITEHNICA DIN BUCURESTI
TARTU ULIKOOL UNIVERSITY OF CYPRUS
UNIVERSITY COLLEGE LONDON KATHOLIEKE UNIVERSITEIT LEUVEN ORT FRANCE ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA JYVASKYLAN YLIOPISTO
UNIVERSITA DEGLI STUDI DI GENOVA
SIEMENS AKTIENGESELLSCHAFT OESTERREICH UNIVERSITE PIERRE MENDES FRANCE
BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH
LEAN ENTERPRISE INSTITUTE POLSKA SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSC IA GIUNTI LABS S.R.L.
RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN
COMPEDIA SOFTWARE & HARDWARE DEVELOPMENT LTD
FRAUNHOFER-GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V VIRTECH LTD COVENTRY UNIVERSITY
STICHTING TECHNASIUM HOGSKOLEN I OSLO
UNIVERSITEIT TWENTE
NATO UNDERSEA RESEARCH CENTRE AURUS KENNIS- EN TRAININGSSYSTEMEN B.V.
STIFTELSEN SINTEF TECHNOLOGY & SOCIETY NOKIA OYJ POLITECNICO DI MILANO
UNIVERSITETET I BERGEN CONSIGLIO NAZIONALE DELLE RICERCHE
CLEAR COMMUNICATION ASSOCIATES LIMITED - CCA EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
ZENTRUM FUER SOZIALE INNOVATION
BRUNEL UNIVERSITY
UNIVERSITETET I OSLO SCIENTER SCRL
UNIVERSITAET GRAZ
UNIVERSITE JOSEPH FOURIER GRENOBLE 1 ALMA MATER STUDIORUM-UNIVERSITA DI BOLOGNA
OPEN UNIVERSITEIT NEDERLAND
BIT MEDIA E-LEARNING SOLUTION GMBH AND CO KG
ALBERT-LUDWIGS-UNIVERSITAET FREIBURG
UNIVERSITA DEGLI STUDI DI VERONA
UNIVERSITAET DUISBURG-ESSEN WIRTSCHAFTSUNIVERSITAET WIEN
SIVECO ROMANIA SA
SONY FRANCE S.A.
DE PRAKTIJK, NATUURWETENSCHAPPELIJK ONDERWIJS V.O.F.
THE UNIVERSITY OF NOTTINGHAM
ERASMUS UNIVERSITEIT ROTTERDAM LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN TAKOMAT JOHNE, SCHNATMANN, SCHWARZ GBR
CYNTELIX CORPORATION LIMITED
FUNDACIO PER A LA UNIVERSITAT OBERTA DE CATALUNYA THE OPEN UNIVERSITY UNIVERSITE CATHOLIQUE DE LOUVAIN
GOETEBORGS UNIVERSITET
UNIVERSITA DEGLI STUDI DELL'AQUILA UNIVERSITY OF BRISTOL
MOMA SPA NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE UNIVERSITA DELLA SVIZZERA ITALIANA
TECHNISCHE UNIVERSITEIT DELFT
UNIVERSIDAD DE SALAMANCA
THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE
ZENTRUM FUER GRAPHISCHE DATENVERARBEITUNG E.V.
MOHOLY-NAGY MUVESZETI EGYETEM
UNIVERSITY OF LEICESTER
FRAUNHOFER IAF
UNIVERSITY OF SUSSEX
TECHNISCHE UNIVERSITAET GRAZ TECHNISCHE UNIVERSITEIT EINDHOVEN
CENTRO DI RICERCA IN MATEMATICA PURA ED APPLICATA - CONSORZIO CENTR ZA ZNANSTVENO VIZUALIZACIJO
AMNIN D.O.O
GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER
INOVACIJSKO-RAZVOJNI INSTITUT UNIVERZE V LJUBLJANI VRIJE UNIVERSITEIT BRUSSEL THE UNIVERSITY OF EXETER
ENGINEERING - INGEGNERIA INFORMATICA SPA
UPPSALA UNIVERSITET
IMC INFORMATION MULTIMEDIA COMMUNICATION AG TESTALUNA SRL
BLEKINGE TEKNISKA HOEGSKOLA SAXO BANK AS
NATIONAL AND KAPODISTRIAN UNIVERSITY OF ATHENS
LIBERA UNIVERSITA DI BOLZANO FONDAZIONE BRUNO KESSLER EXACT LEARNING SOLUTIONS SPA U&I LEARNING NV
AMIS DRUZBA ZA TELEKOMUNIKACIJE D.O.O. UNIVERSITA DEGLI STUDI DI PADOVA
MEDIEN IN DER BILDUNG
THE BRITISH INSTITUTE FOR LEARNINGAND DEVELOPMENT LBG
SHANGHAI JIAO TONG UNIVERSITY FESTO LERNZENTRUM SAAR GMBH
HEALTHWARE SPA - PHI
UNIVERSITAET INNSBRUCK
KOMPETENZZENTRUM FUER WISSENSBASIERTE ANWENDUNGEN UND SYSTEME FORSCHUNGS - UND ENTWICKLUNGS GMBH
UNIVERSITAET KOBLENZ-LANDAU
SAP AG
CENTRE INTERNACIONAL DE METODES NUMERICS EN ENGINYERIA
THE UNIVERSITY OF WARWICK
UNIVERSITA DEGLI STUDI DI MILANO
BAR ILAN UNIVERSITY DEUTSCHES FORSCHUNGSZENTRUM FUER KUENSTLICHE INTELLIGENZ GMBH
KATHOLISCHE UNIVERSITAT EICHSTATT-INGOLSTADT
IMAGINARY SRL
FORSCHUNGSZENTRUM INFORMATIK AN DER UNIVERSITAET KARLSRUHE EMPOWERTHEUSER LTD
UNIVERSITY OF HAIFA
TRACOIN QUALITY BV
THE PROVOST FELLOWS AND SCHOLARS OF THE COLLEGE OF THE HOLY AND UNDIVIDED TRINITY OF QUEEN ELIZABETH NEAR DUBLIN
UNIVERSITAET PADERBORN INFOMAN AG
UNIVERSITY OF LEEDS
RUHR-UNIVERSITAET BOCHUM
INSTITUTE OF EDUCATION, UNIVERSITY OF LONDON
FACHHOCHSCHULE NORDWESTSCHWEIZ THE UNIVERSITY OF BIRMINGHAM
PONTYDYSGU LTD THE CITY UNIVERSITY
Lehrstuhl Informatik 5 LONDON METROPOLITAN UNIVERSITY
BOC ASSET MANAGEMENT GMBH
UNI RESEARCH AS
VEREIN OFFENES LERNEN
THE HEBREW UNIVERSITY OF JERUSALEM
COPENHAGEN BUSINESS SCHOOL REGOLA SRL
BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY*
(Informationssysteme) NEUROLOGISCHE KLINIK GMBH BAD NEUSTADT
REGISTERED NURSING HOME ASSOCIATION LIMITED
Prof. Dr. M. Jarke BOC INFORMATION TECHNOLOGIES CONSULTING SP. Z.O.O.
JOANNEUM RESEARCH FORSCHUNGSGESELLSCHAFT MBH
SOLUCIONES INTEGRALES DE FORMACION Y GESTION STRUCTURALIA, S.A
I5-MD-XXXX11-15 MTO PSYCHOLOGISCHE FORSCHUNG UND BERATUNG GMBH
FRIEDRICH-ALEXANDER UNIVERSITAET ERLANGEN - NUERNBERG
16. TALLINNA ULIKOOL
FUTURELAB EDUCATION
L TECHNICAL UNIVERSITY OF ATHENS HERIOT-WATT UNIVERSITY
INI DOO
EDUCATIO PUBLIC SERVICES NON-PROFIT LLC THE UNIVERSITY OF BOLTON
www.telmap.org
MORPHEUS SOFTWARE VOF
TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS
Project collaborations UNIVERSIDAD COMPLUTENSE DE MADRID
ATHABASCA UNIVERSITY
CENTRE EUROPEEN D'EDUCATION PERMANENTE
www.galanoe.eu AALTO-KORKEAKOULUSAATIO
SPACE APPLICATIONS SERVICES NV EBERHARD KARLS UNIVERSITA
FUNDACION ESADE
UNIVERSITY OF PIRAEUS RESEARCH CENTER
TTY-SAATIO
MINISTERUL APARARII NATIONALE
www.role-project.eu SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET
A
UNIVERSITY OF THE WEST OF SCOTLAND
UNIVERSITE PAUL SABATIER TOULOUSE III
INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA KUNGLIGA TEKNISKA HOEGS
VERSITAT HILDESHEIM
CYNTELIX CORPORATION BV
THE UNIVERSITY OF MANCHES
UNIVERSITEIT UTRECHT
PLAYGEN LTD
UNIVERSITATEA POL
UNIVERSITY COLLEGE LONDON KATHOLIEKE UNIVERSITEIT LEUVEN ORT FRANCE ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA
UNIVERSITA DEGLI STUDI DI GENOVA
SIEMENS AKTIENGESELLSCHAFT OESTERREICH
BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH
RANICZONA ODPOWIEDZIALNOSC IA GIUNTI LABS
RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN
VIRTECH LTD COVENTRY UNIVERSITY
NATO UNDERSEA RESEARCH CENTRE
GY & SOCIETY NOKIA OYJ POLITECNICO DI MILANO
CONSIGLIO NAZIONALE DELLE RICERCHE
AR COMMUNICATION ASSOCIATES LIMITED - CCA EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
ZENTRUM FUER SOZIALE INNOVATION
SCIENTER SCRL
UNIVERSITAET GRAZ
UNIVERSITE JOSEPH FOURIER GRENOBLE 1
OPEN UNIVERSITEIT NEDERLAND
BIT MEDIA E-LE
ALBERT-LUDWIGS-UNIVERSITAET FREIBURG
UNIVERSITA DEGLI STUDI DI VERONA
WIRTSCHAFTSUNIVERSITAET WIEN
THE UNIVERSITY OF NOTTINGHAM
ROTTERDAM LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN
CYNTELIX CORPORATION LIMITED
THE OPEN UNIVERSITY UNIVERSITE CATHOLIQUE DE LOU
Lehrstuhl Informatik 5
(Informationssysteme)
UNIVERSITA DEGLI STUDI DELL'AQUILA UNIVERSITY OF BRISTOL
NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Prof. Dr. M. Jarke ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE UNIVERSITA DELLA SVIZZERA ITALIANA
TECHNISCHE UNIVERSITEIT DELFT
I5-MD-XXXX11-16
THE CHANCELLOR, MASTERS AND SCHOLARS OF THE U
17. www.telmap.org
Top collaborators in FP7
www.galanoe.eu
Technische Universität Graz, Austria (82 conn. in 7 projects)
www.role-project.eu
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)
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-17
18. www.telmap.org
Project collaborations FP6,7, ECP
www.galanoe.eu
605 organizations
www.role-project.eu in 77 projects
creating 9K+
collaboration ties
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-18
19. www.telmap.org
Top 10 organizations
www.galanoe.eu
Organization PR ▼ BC LC DC CC Funding*
www.role-project.eu
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
.0066 [5] .0409 [6] .1892 [604] 107 [25] .5550 [17] 3.68 [1]
KUENSTLICHE INTELLIGENZ GMBH
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 .0061 [9] .0368 [7] .4741 [550] 130 [8] .5261 [19] 1.68 [16]
DESENVOLVIMENTO EM LISBOA
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
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-19
20. www.telmap.org
Two clustering spheres
www.galanoe.eu
250
Connectedness of
www.role-project.eu the neighborhood
200
150
137 / 605 (23%)
are on the “higher
Degree
100
sphere”.
50
0
0.0 0.2 0.4 0.6 0.8 1.0
Local clustering coefficient
KALEIDOSCOPE (100%), STELLAR (94%), PROLEARN
Lehrstuhl Informatik 5
(91%), RE.MATH (88%), GRAPPLE, ALICE, TEL-Map (80%
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-20
each), ICOPER (74%) and IMREAL (72%).
21. www.telmap.org
Top partnership bonds
www.galanoe.eu
Organizational pairing, e.g. OUNL + Hannover, OU +
www.role-project.eu
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
Lehrstuhl Informatik 5
(Informationssysteme)
7. PROLIX (FP6, 5 pairs)
Prof. Dr. M. Jarke
I5-MD-XXXX11-21
23. www.telmap.org
Dynamic SNA
www.galanoe.eu
Introduction of new organizations
www.role-project.eu
25
New Projects
New Organizations per New Project
20
19.6
15
14 14
13
12
10
7 9
8
5 8.1 7.4
7.2
5.9 5.5 4.8
0
2004 2005 2006 2007 2008 2009 2010
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-23
24. www.telmap.org
Dynamic SNA
www.galanoe.eu
Fresh blood?!
www.role-project.eu
25 23.0
Ratio of New Organizations in Consortia of New Projects
Avg. Consortium Size of New Projects
20 Avg. Consortium New Organizations per New Project
Size of New Projects
100% 50
19.6 85% 14.1
15
90% 45
12.1 12.0 12.6 11.9
80% 10.9 66% 67% 40
62%
10 70% 35
60% 30
42% 44% 40%
5 50% 8.1 7.4 25
7.2
40% 5.9 5.5 20
23.0 4.8
0 30% 15
20%
2004 2005 2006 2007 2008 2009
14.1 2010 10
10% 10.9 12.1 12.0 12.6 11.9 5
0% 0
Lehrstuhl Informatik 5
2004 2005 2006 2007 2008 2009 2010
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-24
25. www.telmap.org
Want to explore?
www.galanoe.eu
Widget based query explorer
www.role-project.eu
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-25
26. www.telmap.org
TEL projects SNA dashboard
www.galanoe.eu
Widget:
www.role-project.eu
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 Funds', 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 acronym,
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 programme='FP7') a,
(select acronym, 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 programme='FP7') b
Lehrstuhl Informatik 5 where a.project_id > b.project_id and a.participant_id =
(Informationssysteme)
Prof. Dr. M. Jarke b.participant_id group by a.acronym, b.acronym order by 3 desc
I5-MD-XXXX11-26
27. www.telmap.org
Key findings
www.galanoe.eu
IPs and NoEs and large ECP consortia are most central
www.role-project.eu
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
Lehrstuhl Informatik 5
and projects that can be used as indicators of impact
(Informationssysteme)
Prof. Dr. M. Jarke and sustainability
I5-MD-XXXX11-27
28. www.telmap.org
Read and see more…
www.galanoe.eu
Stories, results, and widgets
www.role-project.eu
http://learningfrontiers.eu
TEL-Map deliverable D4.3 (end Sept)
http://telmap.org
Stay tuned
#telroadmaps, @klamma, @quickmick
Lehrstuhl Informatik 5
(Informationssysteme)
Prof. Dr. M. Jarke
I5-MD-XXXX11-28