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URAP 2012

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  • 1. URAPUniversity Ranking by Academic Performance 2012-2013 Prof. Dr. Ural AKBULUT METU – 15 October 2012 1
  • 2. URAP Research Laboratory• URAP Lab: established at Informatics Institute of Middle East Technical University in 2009.• Objective: to develop a ranking system for the world universities based on academic performances.• The multidisciplinary team.• Inter university Advisory Board. 2
  • 3. ADVISORY BOARDProf. Dr. Attila Aşkar Prof. Dr. Tunçalp ÖZGENFormer President of Koç University Former President of Hacettepe UniversityProf. Dr. Engin Ataç Prof. Dr. Ülkü BAYINDIRFormer President of Anadolu University Former President of Ege UniversityProf. Dr. Nusret ARAS Prof. Dr. Yaşar SÜTBEYAZFormer President of Ankara University Former President of Atatürk University 3
  • 4. URAP TEAMProf. Dr. Ural AKBULUT Prof. Dr. Nazife BAYKALURAP Coordinator URAP Associate CoordinatorFormer President of METU Informatics Institute, METUProf. Dr. Canan ÇİLİNGİRDept. of Industrial Engineering Assist. Prof. Dr. Sevgi ÖZKANMETU Informatics Institute METUProf. Dr. Ayşen AKKAYADept. of Statistics Dr. Murat Perit ÇAKIRMETU Informatics Institute METUDr. Cengiz ACARTÜRKInformatics InstituteMETU Nergis GÜREL Informatics Institute, METUOğuzhan ALAŞEHİRInformatics Institute, METU Buket ARAN Informatics Institute, METUFatih ÖMRÜUZUNInformatics Institute, METU Murat KOÇAK Informatics Institute, METU 4
  • 5. METHODOLOGYRESEARCH TOOLS• Data Mining• Bibliometrics• Scientometrics• Informetrics• Statistics 5
  • 6. METHODOLOGY 6
  • 7. URAP RANKINGS • URAP WORLD RANKING – TOP 2000 for Overall Ranking – TOP 1000 for Field Rankings (AGE, MED, SCI, SOC, ENG, LIFE) • URAP TURKISH UNIVERSITIES RANKING – TOP 125 for Overall Ranking – TOP 125 for Field Rankings (AGE, MED, SCI, SOC, ENG, LIFE) 7
  • 8. URAP WORLD RANKINGAim and Scope• URAP processed about 2500 HEIs data (in 2012) and top 2000 of them are scored.• The study includes HEIs except for governmental academic research institutions.• Objective data obtained from reliable open sources.• Universities ranked according to multiple criteria.• Working on a new methodology which will minimize the impact of size and subject dependency. 8
  • 9. URAP WORLD RANKINGIndicatorsIndicator Objective Years SourceNumber of Articles Current Scientific Productivity 2011 ISITotal Documents Long - Term Overall Productivity 2007 - 2011 ISICitation Research Impact 2011 ISICumulative Journal Impact Scientific Impact 2007 - 2011 ISI(JIT)Cumulative Journal Citation Scientific Impact 2007 - 2011 ISIImpact (JCIT)International Collaboration International Acceptance 2007 - 2011 ISI 9
  • 10. URAP WORLD RANKINGNumber of Articles• Total number of articles indexed by Web of Science and published in 2011.• Objective: quantity of current scientific output.• Also used in Field Ranking Methodology 10
  • 11. URAP WORLD RANKINGTotal Documents • All type of documents results from year 2007 to 2011 from ISI. • Objective: measures quantity of continuing scientific output. • Also used in Field Ranking Methodology 11
  • 12. URAP WORLD RANKINGCitation• The total number of citations received in 2011 for the articles published in 2007-2011. (Self citations of authors are excluded.)• Objective: measures sustainability of the quality of scientific output.• Also used in Field Ranking Methodology 12
  • 13. URAP WORLD RANKINGCumulative Journal Impact (JIT)• Aggregated impact factors of journals in which a university published articles between 2007 and 2011.• Objective: indicates countinuity of publication quality.• Also used in Field Ranking Methodology. 13
  • 14. URAP WORLD RANKINGCumulative Journal Citation Impact (JCIT)• Aggregated impact factors of journals where citing articles are published. The year range is between 2007 and 2011.• Objective: indicates countinuity of citation quality.• Also used in Field Ranking Methodology 14
  • 15. URAP WORLD RANKINGInternational Collaboration• Total number of documents of a university published in collaboration with the universities of other countries for the years 2007-2011.• Objective: measures global acceptance of a university.• Not used in Field Ranking Methodology. 15
  • 16. URAP WORLD RANKINGDATA COLLECTION 16
  • 17. URAP WORLD RANKINGDATA COLLECTION• Data is gathered from: Web of Science and other sources which provides list of HEIs.• 2500 HEIs with highest number of publications analyzed.• 2000 HEIs are ranked. 17
  • 18. URAP WORLD RANKINGSCORING• Data for indicators are not normally distributed. 0,88 0,8 0,72 0,64 0,56 0,48 f(x) 0,4 0,32 0,24 0,16 0,08 0 0 2000 4000 6000 8000 10000 article Histogram Lognormal (3P) 18
  • 19. URAP WORLD RANKINGSCORING• The indicator values above and below the median are linearly scored in two groups. 19
  • 20. URAP WORLD RANKINGWEIGHTING and AGGREGATION• Delphi system is used to assign weighting scores for the indicators.• Total score of 600 is assigned to each indicator as follows: Indicator Weight (%) Number of Articles 21 Total Documents 10 Citation 21 Cumulative Journal Impact 18 Cumulative Journal Citation Impact 15 International Collaboration 15 20
  • 21. URAP WORLD RANKINGDATA CLEANING• Noisy data due to: – Unexpected data source failures – Data transfer failures• Suspicious data detection algorithms developed• Data reliability is secured by data cleaning techniques 21
  • 22. URAP WORLD RANKINGRESULTS• Number of Countries : 109 Country # of Universities in Top 2000• Countries with highest USA 400 number of universities in Peoples Republic of 186 URAP 2012 ranking: China Japan 159 United Kingdom 93 Turkey 77 France 74 Germany 72 Taiwan 64 Italy 58 India 57 22
  • 23. URAP WORLD RANKINGUniversities with Highest Number of Articles University Article Score Harvard University 126,00 University of Toronto 100,48 University of Tokyo 98,27 University of Michigan Ann Arbor 97,20 Johns Hopkins University 96,07 Universidade de Sao Paulo 94,97 University of Washington Seattle 94,33 Stanford University 93,28 University of California Berkeley 93,23 University of California Los Angeles 93,03 23
  • 24. URAP WORLD RANKINGUniversities with Highest Total Documents University Total Document Scores Harvard University 60,00 University of Toronto 48,57 University of Michigan Ann Arbor 47,33 Johns Hopkins University 47,05 University of Tokyo 46,90 University of California Los Angeles 46,23 University of Washington Seattle 45,62 Stanford University 45,30 Universidade de São Paulo 44,22 University of California Berkeley 43,99 24
  • 25. URAP WORLD RANKINGUniversities with Highest Number of Citations University Citation Scores Harvard University 126,00 Stanford University 100,30 Johns Hopkins University 99,40 University of Washington Seattle 98,39 University of California Los Angeles 97,81 University of California Berkeley 97,17 University of Michigan Ann Arbor 96,74 University of Toronto 96,27 University of Oxford 92,72 University of Pennsylvania 92,29 25
  • 26. URAP WORLD RANKINGUniversities with Highest JIT University JIT Score Harvard University 108,00 Johns Hopkins University 77,62 Stanford University 76,47 University of Washington Seattle 75,57 University of Tokyo 75,07 University of Toronto 75,04 University of Michigan Ann Arbor 74,95 University of California Los Angeles 74,77 University of California Berkeley 74,51 University of Oxford 73,26 26
  • 27. URAP WORLD RANKINGUniversities with Highest JCIT University JCIT Score Harvard University 90,00 Stanford University 70,33 Johns Hopkins University 69,09 University of California Berkeley 68,87 Massachusetts Institute of Technology 68,33 University of California San Francisco 67,53 University of Washington Seattle 67,12 University of Oxford 65,72 University of Cambridge 65,68 University of California Los Angeles 65,58 27
  • 28. URAP WORLD RANKINGUniversities with Highest Number of Int. Collaboration University Collaboration Score Harvard University 90,00 University of Toronto 79,29 University of Oxford 78,75 University of Cambridge 75,32 Imperial College 73,23 University College London 70,59 University of California Berkeley 69,87 University of British Columbia 68,78 Johns Hopkins University 68,12 University of Tokyo 67,56 28
  • 29. URAP WORLD RANKING University Total ScoreTop 15 Universities Harvard University 600,00 University of Toronto 463,69 Johns Hopkins University 457,35 Stanford University 451,39 University of California Berkeley 447,64 University of Michigan Ann Arbor 445,61 University of Oxford 445,43 University of Washington Seattle 445,38 University of California Los Angeles 443,75 University of Tokyo 441,19 University of Cambridge 436,20 University of Pennsylvania 422,96 University of California San Diego 422,31 Imperial College 419,58 Massachusetts Institute of Technology 419,07 29
  • 30. URAP WORLD RANKING University Total ScoreTop 10 Universities University of California Davis Wageningen University & Research 499,60 for the field of Centre University of Florida 445,92 445,23 AGRICULTURE Cornell University 422,78 University of Wisconsin Madison 396,62 Universidade de São Paulo 393,31 University of California Berkeley 392,19 University of Copenhagen 387,21 Ghent University 383,22 Harvard University 383,00 30
  • 31. URAP WORLD RANKING University Total ScoreTop 10 Universities Harvard University 500,00 385,90 for the field of Johns Hopkins University University of California San Francisco 369,61 MEDICINE University of Toronto University of Pittsburgh 366,48 352,25 University of Pennsylvania 350,50 University of Washington Seattle 349,40 University of California Los Angeles 346,48 University of Michigan Ann Arbor 344,77 Duke University 344,57 31
  • 32. URAP WORLD RANKING University Total ScoreTop 10 Universities Tsinghua University China 472,48 445,76 for the field of University of California Berkeley Massachusetts Institute of Technology 439,69 ENGINEERING National University of Singapore Nanyang Technological University 429,39 419,70 Zhejiang University 408,28 Georgia Institute of Technology 405,84 Stanford University 394,14 Shanghai Jiao Tong University 391,78 Harbin Institute of Technology 386,09 32
  • 33. URAP WORLD RANKING University Total ScoreTop 10 Universities Harvard University 500,00 366,32 for the field of Johns Hopkins University University of California San Francisco 358,81 LIFE SCIENCES University of Washington Seattle University of California San Diego 349,16 347,26 University of Oxford 345,27 University of Pennsylvania 344,44 Stanford University 343,40 University of Toronto 340,13 University of Tokyo 337,56 33
  • 34. URAP WORLD RANKINGTop 10 Universities University Total Score 477,92 University of California Berkeley for the field of Harvard University 468,83 NATURAL University of Tokyo 445,85 Massachusetts Institute of Technology 439,95 SCIENCES Stanford University 410,29 409,45 California Institute of Technology Caltech University of Cambridge 399,88 University of Oxford 386,25 Kyoto University 385,46 University of California Los Angeles 380,44 34
  • 35. URAP WORLD RANKING University Total ScoreTop 10 Universities Harvard University 485,67 379,00 for the field of University of Michigan Ann Arbor University of North Carolina Chapel Hill 365,09 SOCIAL SCIENCES Columbia University New York University of Washington Seattle 363,84 359,12 Johns Hopkins University 356,49 University of Toronto 356,48 University of Pennsylvania 353,18 University of California Los Angeles 352,47 University of California Berkeley 347,95 35
  • 36. URAP TURKISH UNIVERSITIES RANKINGURAP TURKISH UNIVERSITIES SPECIAL RANKING • 125 Universities including military schools and technology institutes • Overall Ranking & Fields Ranking • 9 indicators to evaluate their academic performance, education and research emphasis 36
  • 37. URAP TURKISH UNIVERSITIES RANKINGIndicators for Overall RankingIndicator Objective Years SourceNumber of articles Research 2011 ISINumber of articles per faculty Research 2011 ISI and CHE Number of citations Research 2007 - 2011 ISI Number of citations per Research 2007 - 2011 ISI and CHEfaculty Total Number of Scientific Research 2007 - 2011 ISIPublications Total Number of Scientific Research 2007 - 2011 ISI and CHEPublications per faculty Number of Ph.D. Students Education and Research 2011 SSPCPercentage of Ph.D. Students Education and Research 2011 SSPC Number of students per 2011 Education CHE and SSPC 37faculty
  • 38. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 15 Universities HACETTEPE ÜNİVERSİTESİ 824,61 ORTA DOĞU TEKNİK ÜNİVERSİTESİ 816,66 ANKARA ÜNİVERSİTESİ 744,75 EGE ÜNİVERSİTESİ 741,42 İSTANBUL TEKNİK ÜNİVERSİTESİ 739,78 BOĞAZİÇİ ÜNİVERSİTESİ 732,09 İSTANBUL ÜNİVERSİTESİ 723,89 GEBZE YÜKSEK TEKNOLOJİ ENSTİTÜSÜ 709,37 İZMİR YÜKSEK TEKNOLOJİ ENSTİTÜSÜ 696,32 BİLKENT ÜNİVERSİTESİ 695,44 GAZİ ÜNİVERSİTESİ 689,26 SABANCI ÜNİVERSİTESİ 681,13 KOÇ ÜNİVERSİTESİ 653,25 ERCİYES ÜNİVERSİTESİ 643,50 ATATÜRK ÜNİVERSİTESİ 639,47 38
  • 39. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 10 Universities EGE ÜNİVERSİTESİ 323,33 315,97 for the field of ANKARA ÜNİVERSİTESİ ERCİYES ÜNİVERSİTESİ 288,69 AGRICULTURE ATATÜRK ÜNİVERSİTESİ İSTANBUL ÜNİVERSİTESİ 286,18 272,61 SELÇUK ÜNİVERSİTESİ 270,19 ÇUKUROVA ÜNİVERSİTESİ 260,25 HACETTEPE ÜNİVERSİTESİ 250,17 ORTA DOĞU TEKNİK ÜNİVERSİTESİ 249,67 ULUDAĞ ÜNİVERSİTESİ 249,24 39
  • 40. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 10 Universities İSTANBUL ÜNİVERSİTESİ 340,00 310,81 for the field of HACETTEPE ÜNİVERSİTESİ ANKARA ÜNİVERSİTESİ 259,65 MEDICINE EGE ÜNİVERSİTESİ GAZİ ÜNİVERSİTESİ 255,68 247,75 BAŞKENT ÜNİVERSİTESİ 242,84 MARMARA ÜNİVERSİTESİ 230,71 GÜLHANE ASKERİ TIP AKADEMİSİ 230,27 DOKUZ EYLÜL ÜNİVERSİTESİ 219,11 ERCİYES ÜNİVERSİTESİ 210,75 40
  • 41. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 10 Universities ORTA DOĞU TEKNİK ÜNİVERSİTESİ 337,77 322,19 for the field of İSTANBUL TEKNİK ÜNİVERSİTESİ GAZİ ÜNİVERSİTESİ 267,69 ENGINEERING EGE ÜNİVERSİTESİ YILDIZ TEKNİK ÜNİVERSİTESİ 250,17 243,19 FIRAT ÜNİVERSİTESİ 238,02 ERCİYES ÜNİVERSİTESİ 235,35 DOKUZ EYLÜL ÜNİVERSİTESİ 230,32 HACETTEPE ÜNİVERSİTESİ 229,18 BİLKENT ÜNİVERSİTESİ 224,03 41
  • 42. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 10 Universities HACETTEPE ÜNİVERSİTESİ 338,28 332,90 for the field of İSTANBUL ÜNİVERSİTESİ ANKARA ÜNİVERSİTESİ 291,37 LIFE SCIENCES EGE ÜNİVERSİTESİ GAZİ ÜNİVERSİTESİ 274,53 262,89 MARMARA ÜNİVERSİTESİ 234,78 ATATÜRK ÜNİVERSİTESİ 229,46 SELÇUK ÜNİVERSİTESİ 218,08 ONDOKUZ MAYIS ÜNİVERSİTESİ 217,25 ULUDAĞ ÜNİVERSİTESİ 214,73 42
  • 43. URAP TURKISH UNIVERSITIES RANKINGTop 10 Universities University Total Score 340,00 ORTA DOĞU TEKNİK ÜNİVERSİTESİ for the field of İSTANBUL TEKNİK ÜNİVERSİTESİ 296,45 NATURAL EGE ÜNİVERSİTESİ 263,03 GAZİ ÜNİVERSİTESİ 254,19 SCIENCES ANKARA ÜNİVERSİTESİ 252,63 250,09 HACETTEPE ÜNİVERSİTESİ BİLKENT ÜNİVERSİTESİ 240,82 İSTANBUL ÜNİVERSİTESİ 235,20 BOĞAZİÇİ ÜNİVERSİTESİ 234,75 ATATÜRK ÜNİVERSİTESİ 214,94 43
  • 44. URAP TURKISH UNIVERSITIES RANKING University Total ScoreTop 10 Universities ORTA DOĞU TEKNİK ÜNİVERSİTESİ 329,54 313,42 for the field of HACETTEPE ÜNİVERSİTESİ BİLKENT ÜNİVERSİTESİ 304,47 SOCIAL SCIENCES GAZİ ÜNİVERSİTESİ ANKARA ÜNİVERSİTESİ 292,88 247,56 SELÇUK ÜNİVERSİTESİ 239,75 KOÇ ÜNİVERSİTESİ 236,17 BOĞAZİÇİ ÜNİVERSİTESİ 235,43 DOKUZ EYLÜL ÜNİVERSİTESİ 230,91 İSTANBUL TEKNİK ÜNİVERSİTESİ 228,92 44
  • 45. Contact Information www.urapcenter.orginfo@urapcenter.orgURAP LaboratoryInformatics InstituteMiddle East Technical UniversityTel: +90 (312) 210 37 42 – Fax: +90 (312) 210 37 45 45
  • 46. THANK YOU 46

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