Mapping the European TEL Project Landscape Using Social Network Analysis and Advanced Query Visualization

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Mapping the European TEL Project Landscape Using Social Network Analysis and Advanced Query Visualization

  1. 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.deLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-1
  2. 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. 3. www.telmap.org TEL-Map Mediabase www.galanoe.eu www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-3
  4. 4. www.telmap.org Component Layers www.galanoe.eu www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-4
  5. 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 blogosphereLehrstuhl Informatik 5(Informationssysteme) •Co-occurrence of words/bursts in blog entries Prof. Dr. M. Jarke I5-MD-XXXX11-5
  6. 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. 7. www.telmap.org TEL Projects – Data model www.galanoe.eu www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-7
  8. 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, TERENCELehrstuhl 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. 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 2010Lehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-9
  10. 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. 11. www.telmap.org GP – FP7 project progression www.galanoe.eu www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-11
  12. 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 consortiaLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke eContentplus as “gap filler” I5-MD-XXXX11-12
  13. 13. www.telmap.org Project ranking www.galanoe.eu Local Progr- Start Authority Page- Weighted Close. Betw. www.role-project.eu PROJECT Hub Degree Clust. amme Year ▼ Rank Degree Centrality Centrality 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]Lehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-13
  14. 14. www.telmap.org Geo-mapping www.galanoe.eu http://is.gd/fp7telmap www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-14
  15. 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 LINNOVAZIONE 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 DEDUCATION 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 DELLAQUILA 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 UNIVERSITYLehrstuhl 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. 16. TALLINNA ULIKOOL FUTURELAB EDUCATIONL 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 DEDUCATION 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 GMBHRANICZONA ODPOWIEDZIALNOSC IA GIUNTI LABS RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN VIRTECH LTD COVENTRY UNIVERSITY NATO UNDERSEA RESEARCH CENTREGY & 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 FREIBURGUNIVERSITA DEGLI STUDI DI VERONA WIRTSCHAFTSUNIVERSITAET WIEN THE UNIVERSITY OF NOTTINGHAMROTTERDAM LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN CYNTELIX CORPORATION LIMITED THE OPEN UNIVERSITY UNIVERSITE CATHOLIQUE DE LOU Lehrstuhl Informatik 5 (Informationssysteme) UNIVERSITA DEGLI STUDI DELLAQUILA 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. 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. 18. www.telmap.org Project collaborations FP6,7, ECP www.galanoe.eu 605 organizations www.role-project.eu in 77 projects creating 9K+ collaboration tiesLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-18
  19. 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 centralityLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-19
  20. 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%), PROLEARNLehrstuhl 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. 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), andLehrstuhl Informatik 5(Informationssysteme) 7. PROLIX (FP6, 5 pairs) Prof. Dr. M. Jarke I5-MD-XXXX11-21
  22. 22. www.telmap.org ∆t – Dynamic SNA www.galanoe.eu Organizations vs Collaborations www.role-project.eu 1,000 9,340 10,000 8,244 800 7,411 8,000 6,609 6,049 600 4,989 6,000 4,199 605 543 400 477 4,000 424 372 200 Organizations 2,000 258 Collaborations 157 0 0 2004 2005 2006 2007 2008 2009 2010Lehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-22
  23. 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 2010Lehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-23
  24. 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% 0Lehrstuhl Informatik 5 2004 2005 2006 2007 2008 2009 2010(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-24
  25. 25. www.telmap.org Want to explore? www.galanoe.eu Widget based query explorer www.role-project.euLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-25
  26. 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) bLehrstuhl 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. 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 organizationsLehrstuhl Informatik 5 and projects that can be used as indicators of impact(Informationssysteme) Prof. Dr. M. Jarke and sustainability I5-MD-XXXX11-27
  28. 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, @quickmickLehrstuhl Informatik 5(Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-28

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