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URAP 
University Ranking by 
Academic Performance 
URAP 2014-2015 RANKING 
Prof. Dr. Ural AKBULUT 
METU – 12 November 2014
URAP Research Laboratory 
• URAP Lab: established at Informatics Institute 
of Middle East Technical University in 2009. 
• Objective: to rank the world universities 
a) Overall ranking 
b) Field ranking 
based on academic performances. 
• The multidisciplinary team. 
• Advisory Board (Former University Presidents) 
2
ADVISORY BOARD 
Prof. Dr. Nusret ARAS 
Former President of Ankara Univ. 
Prof. Dr. Attila AŞKAR 
Former President of Koç Univ. 
Prof. Dr. Engin ATAÇ 
Former President of Anadolu Univ. 
3 
Prof. Dr. Ülkü BAYINDIR 
Former President of Ege Univ. 
Prof. Dr. Tunçalp ÖZGEN 
Former President of Hacettepe Univ. 
Prof. Dr. Yaşar SÜTBEYAZ 
Former President of Atatürk Univ.
TEAM Prof. Dr. Ural AKBULUT 
URAP Coordinator 
Prof. Dr. Nazife BAYKAL 
URAP Associate Coordinator 
Prof. Dr. Canan ÇİLİNGİR 
Dept. of Ind. Eng. METU 
Prof. Dr. Ayşen AKKAYA 
Dept. of Statistics, METU 
Assoc. Prof. Dr. Sevgi ÖZKAN 
Informatics Institute, METU 
Assist. Prof. Dr. Cengiz ACARTÜRK 
Informatics Institute, METU 
Assist Prof. Dr. Murat Perit ÇAKIR 
Informatics Institute, METU 
Dr. Serkan ALKAN 
Research Coordination Office, METU 
4 
Oğuzhan ALAŞEHİR 
Informatics Institute, METU 
Fatih ÖMRÜUZUN 
Informatics Institute, METU 
Murat KOÇAK 
Informatics Institute, METU 
Pelin Canbaz 
Informatics Institute, METU 
Nuray BALTACI 
Informatics Institute, METU 
Buket ARAN 
Informatics Institute, METU 
İlker KOÇ 
Society and Science Center, METU 
Çağatay TAŞCI 
Computer Eng., Çankaya Univ.
METHODOLOGY 
RESEARCH TOOLS 
• Data Mining 
• Bibliometrics 
• Scientometrics 
• Informetrics 
• Statistics 
5
URAP RANKINGS 
• URAP WORLD RANKING 
– TOP 2000 for Overall Ranking 
– 23 Field Rankings 
• URAP TURKISH UNIVERSITIES RANKING 
– 127 for Overall Ranking 
– 23 Field Rankings 
6
Aim and Scope 
URAP WORLD RANKING 
• URAP selected about 2500 universities with 
highest number of articles published in 2013. 
They were processed and top 2000 of them 
are scored. 
• The study includes HEIs except for 
governmental science academies, research 
institutions, and hospitals. 
• Objective data obtained from reliable 
sources. 
7
URAP 2014-2015 World Ranking 
• is based on 6 academic performance 
indicators, 
• publications constitute the basis of the 
ranking methodology, 
• both quality and quantity of publications 
and international research collaboration 
performance are used as indicators. 
8
Indicator Objective Coverage Source 
Article 
Current Scientific 
Productivity 
2013 InCites 
Citation 
Research Impact 2011-2013 InCites 
Total Documents 
Scientific 
Productivity 
2011-2013 Web of Sci. 
Article Impact 
Total 
Research Quality 2011-2013 InCites 
Citation Impact 
Total 
Research Quality 2011-2013 InCites 
International 
Collaboration 
International 
Acceptance 
2011-2013 InCites 
9
Article: is a measure of current scientific 
productivity (includes articles published in 2013 
and indexed by Web of Science). Weight of this 
indicator on the overall ranking is %21. 
Citation: is a measure of research impact and 
scored according to the total number of citations 
received in 2011-2013 for the articles published in 
and indexed by Web of Science. The effect of 
citation on the overall ranking is %21. 
10
Total Documents: 
is the measure of sustainability and continuity 
of scientific productivity and presented by the 
total document count which covers all 
scholarly literature including conference 
papers, reviews, letters, discussions, scripts in 
addition to journal articles published during 
2011-2013 period. The weight of this indicator 
is %10. 
11
Article Impact Total (AIT): 
is a measure of scientific productivity adjusted by the 
institution’s normalized CPP with respect to the world 
CPP in 23 subject areas between 2011 and 2013. The ratio 
of the institution’s CPP and the world CPP indicates 
whether the institution is performing above or below the 
world average in that field. This ratio is multiplied by the 
number of publications in that field and then summed 
across the 23 fields. 
12
푨푰푻 = 
ퟐퟑ 
풊=ퟏ 
푪푷푷풊 
푪푷푷풘풐풓풍풅 
∗ 푨풓풕풊풄풍풆풔풊 
This indicator aims to balance the institution’s 
scientific productivity with the field normalized 
impact generated by those publications in each 
field. The weight of this indicator is %18. 
*CPP stands for citation per publication. 
13
Citation Impact Total (CIT): 
is a measure of research impact adjusted by the 
institution’s normalized CPP with respect to the world 
CPP in 23 subject areas between 2011 and 2013. The 
ratio of the institution’s CPP and the world CPP 
indicates whether the institution is performing above 
or below the world average in that field. This ratio is 
multiplied by the number of citations in that field and 
then summed across the 23 fields. 
14
푪푰푻 = 
ퟐퟑ 
풊=ퟏ 
푪푷푷풊 
푪푷푷풘풐풓풍풅 
∗ 푪풊풕풂풕풊풐풏풔풊 
This indicator aims to balance the institution’s 
scientific impact with the field normalized 
impact generated by the publications in each 
field. The contribution of this indicator to the 
overall ranking is %15. 
15
International Collaboration: 
is a measure of global acceptance of a 
university. International collaboration data, 
which is based on the total number of 
publications made in collaboration with foreign 
universities, is obtained from InCites™ for the 
years 2011-2013. The weight of this indicator is 
%15 in the overall ranking. 
16
• For the 2014-2015 URAP World Ranking, 
bibliometric data is obtained through Thomson 
Reuters’ InCites™ research analytics service , 
which provides an interface to the Web of 
Science database. 
• The 23 subject areas used in the ranking are 
based on the discipline classification matrix 
developed by the Australian Research Council 
for journals indexed in Web of Science . 
17
URAP WORLD RANKING 
WEIGHTING and AGGREGATION 
• Delphi system is used to assign weighting 
scores for the indicators. 
• Total score of 600 is assigned to each indicator 
as follows: 
18 
Indicator 
Weight 
(%) 
Article 21 
Total Documents 10 
Citation 21 
Article Impact Total 18 
Citation Impact Total 15 
International Collaboration 15
NUMBER OF UNIVERSITIES 
COUNTRY TOP 2000 TOP 500 TOP 100 
USA 336 122 40 
CHINA MAINLAND 219 41 5 
JAPAN 152 16 3 
UNITED KINGDOM 107 34 7 
FRANCE 83 23 3 
INDIA 80 1 
TURKEY 76 4 
ITALY 60 26 2 
GERMANY 57 39 5 
SOUTH KOREA 55 14 1 
SPAIN 52 16 1 
CANADA 51 21 5 
TAIWAN 45 8 1 
POLAND 40 2 
AUSTRALIA 39 18 5 19
URAP 
World 
2014-2015 
Country Name TOTAL SCORE 
1 USA Harvard University 600.00 
2 CANADA University of Toronto 590.15 
3 UNITED KINGDOM University of Oxford 581.74 
4 USA Johns Hopkins University 561.40 
5 UNITED KINGDOM University of Cambridge 556.21 
6 UNITED KINGDOM University College London 551.66 
7 USA Stanford University 546.94 
8 USA University of Cal. Berkeley 536.50 
9 USA MIT 532.67 
10 USA University of Michigan 529.40 
11 USA Univ. of Washington Seattle 523.17 
12 USA University of Cal. Los Angeles 522.82 
13 USA University of Pennsylvania 514.01 
14 USA Columbia Univ. New York 508.67 
15 UNITED KINGDOM Imperial College 503.53 
20
21 
URAP World 
2014-2015 
TOP 15 TURKISH UNIVERSITIES 
IN URAP WORLD RANKING 
Country Name TOTAL 
433 TURKEY Middle East Tech. Univ. 318.55 
487 TURKEY Ege University 314.72 
488 TURKEY Istanbul Technical Univ 314.69 
489 TURKEY Istanbul University 314.57 
525 TURKEY Hacettepe University 312.47 
532 TURKEY Gazi University 312.24 
535 TURKEY Ankara University 312.09 
575 TURKEY Bogazici University 310.67 
729 TURKEY Cukurova University 304.43 
760 TURKEY Suleyman Demirel Univ. 303.36 
791 TURKEY Erciyes University 302.29 
831 TURKEY Gaziantep University 301.21 
860 TURKEY I. D. Bilkent University 300.24 
957 TURKEY Mersin University 291.83
URAP TURKISH UNIVERSITIES RANKING 
URAP TR (SPECIAL RANKING OF 
TURKISH UNIVERSITIES) 
• 127 universities including military schools and 
technology institutes 
– Student enrollment in 2009 to four year programs 
• Overall Ranking & 23 Fields Ranking 
• 9 indicators to evaluate academic 
performance 
• Education and research emphasis 
22
URAP TURKISH UNIVERSITIES RANKING 
Indicators for URAP TR 
Indicator Objective Years Source 
Number of articles Research 2013 Web of Sci 
Number of articles per faculty Research 2013 Web of Sci and OSYM 
Number of citations Research 2009 - 2013 Web of Sci 
Number of citations per faculty Research 2009 - 2013 Web of Sci and OSYM 
Total Number of Scientific 
Documents 
Research 2009 - 2013 Web of Sci 
Total Number of Scientific Documents 
per faculty 
Research 
2009 - 2013 Web of Sci and OSYM 
Number of Ph.D. Students Education and Res. 2012 OSYM 
Percentage of Ph.D. Students Education and Res. 2012 OSYM 
Number of students per faculty Education 2012 OSYM 23
URAP TR 2014- 
2015 
University TOTAL 
1 Hacettepe University 811.40 
2 Orta Dogu Teknik University 806.24 
3 Istanbul University 740.41 
4 Istanbul Teknik University 736.95 
5 Ege University 735.77 
6 Ankara University 725.25 
7 Bogazici University 718.45 
8 İ.D. Bilkent University 705.61 
9 Gebze Yuksek Teknoloji Enstitusu 700.66 
10 Gazi University 696.74 
11 Sabanci University 694.96 
12 Izmir Yuksek Teknoloji Enstitusu 693.33 
13 Koc University 665.10 
14 Selcuk University 645.09 24
Contact Information 
25 
www.urapcenter.org 
info@urapcenter.org 
URAP Laboratory 
Informatics Institute 
Middle East Technical University 
Tel: +90 (312) 210 37 42 – Fax: +90 (312) 210 37 45
THANK YOU FOR 
YOUR PATIENCE 
26

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Urap 2014 2015 world ranking and urap tr presentation nov 12 2014 sa (1)

  • 1. URAP University Ranking by Academic Performance URAP 2014-2015 RANKING Prof. Dr. Ural AKBULUT METU – 12 November 2014
  • 2. URAP Research Laboratory • URAP Lab: established at Informatics Institute of Middle East Technical University in 2009. • Objective: to rank the world universities a) Overall ranking b) Field ranking based on academic performances. • The multidisciplinary team. • Advisory Board (Former University Presidents) 2
  • 3. ADVISORY BOARD Prof. Dr. Nusret ARAS Former President of Ankara Univ. Prof. Dr. Attila AŞKAR Former President of Koç Univ. Prof. Dr. Engin ATAÇ Former President of Anadolu Univ. 3 Prof. Dr. Ülkü BAYINDIR Former President of Ege Univ. Prof. Dr. Tunçalp ÖZGEN Former President of Hacettepe Univ. Prof. Dr. Yaşar SÜTBEYAZ Former President of Atatürk Univ.
  • 4. TEAM Prof. Dr. Ural AKBULUT URAP Coordinator Prof. Dr. Nazife BAYKAL URAP Associate Coordinator Prof. Dr. Canan ÇİLİNGİR Dept. of Ind. Eng. METU Prof. Dr. Ayşen AKKAYA Dept. of Statistics, METU Assoc. Prof. Dr. Sevgi ÖZKAN Informatics Institute, METU Assist. Prof. Dr. Cengiz ACARTÜRK Informatics Institute, METU Assist Prof. Dr. Murat Perit ÇAKIR Informatics Institute, METU Dr. Serkan ALKAN Research Coordination Office, METU 4 Oğuzhan ALAŞEHİR Informatics Institute, METU Fatih ÖMRÜUZUN Informatics Institute, METU Murat KOÇAK Informatics Institute, METU Pelin Canbaz Informatics Institute, METU Nuray BALTACI Informatics Institute, METU Buket ARAN Informatics Institute, METU İlker KOÇ Society and Science Center, METU Çağatay TAŞCI Computer Eng., Çankaya Univ.
  • 5. METHODOLOGY RESEARCH TOOLS • Data Mining • Bibliometrics • Scientometrics • Informetrics • Statistics 5
  • 6. URAP RANKINGS • URAP WORLD RANKING – TOP 2000 for Overall Ranking – 23 Field Rankings • URAP TURKISH UNIVERSITIES RANKING – 127 for Overall Ranking – 23 Field Rankings 6
  • 7. Aim and Scope URAP WORLD RANKING • URAP selected about 2500 universities with highest number of articles published in 2013. They were processed and top 2000 of them are scored. • The study includes HEIs except for governmental science academies, research institutions, and hospitals. • Objective data obtained from reliable sources. 7
  • 8. URAP 2014-2015 World Ranking • is based on 6 academic performance indicators, • publications constitute the basis of the ranking methodology, • both quality and quantity of publications and international research collaboration performance are used as indicators. 8
  • 9. Indicator Objective Coverage Source Article Current Scientific Productivity 2013 InCites Citation Research Impact 2011-2013 InCites Total Documents Scientific Productivity 2011-2013 Web of Sci. Article Impact Total Research Quality 2011-2013 InCites Citation Impact Total Research Quality 2011-2013 InCites International Collaboration International Acceptance 2011-2013 InCites 9
  • 10. Article: is a measure of current scientific productivity (includes articles published in 2013 and indexed by Web of Science). Weight of this indicator on the overall ranking is %21. Citation: is a measure of research impact and scored according to the total number of citations received in 2011-2013 for the articles published in and indexed by Web of Science. The effect of citation on the overall ranking is %21. 10
  • 11. Total Documents: is the measure of sustainability and continuity of scientific productivity and presented by the total document count which covers all scholarly literature including conference papers, reviews, letters, discussions, scripts in addition to journal articles published during 2011-2013 period. The weight of this indicator is %10. 11
  • 12. Article Impact Total (AIT): is a measure of scientific productivity adjusted by the institution’s normalized CPP with respect to the world CPP in 23 subject areas between 2011 and 2013. The ratio of the institution’s CPP and the world CPP indicates whether the institution is performing above or below the world average in that field. This ratio is multiplied by the number of publications in that field and then summed across the 23 fields. 12
  • 13. 푨푰푻 = ퟐퟑ 풊=ퟏ 푪푷푷풊 푪푷푷풘풐풓풍풅 ∗ 푨풓풕풊풄풍풆풔풊 This indicator aims to balance the institution’s scientific productivity with the field normalized impact generated by those publications in each field. The weight of this indicator is %18. *CPP stands for citation per publication. 13
  • 14. Citation Impact Total (CIT): is a measure of research impact adjusted by the institution’s normalized CPP with respect to the world CPP in 23 subject areas between 2011 and 2013. The ratio of the institution’s CPP and the world CPP indicates whether the institution is performing above or below the world average in that field. This ratio is multiplied by the number of citations in that field and then summed across the 23 fields. 14
  • 15. 푪푰푻 = ퟐퟑ 풊=ퟏ 푪푷푷풊 푪푷푷풘풐풓풍풅 ∗ 푪풊풕풂풕풊풐풏풔풊 This indicator aims to balance the institution’s scientific impact with the field normalized impact generated by the publications in each field. The contribution of this indicator to the overall ranking is %15. 15
  • 16. International Collaboration: is a measure of global acceptance of a university. International collaboration data, which is based on the total number of publications made in collaboration with foreign universities, is obtained from InCites™ for the years 2011-2013. The weight of this indicator is %15 in the overall ranking. 16
  • 17. • For the 2014-2015 URAP World Ranking, bibliometric data is obtained through Thomson Reuters’ InCites™ research analytics service , which provides an interface to the Web of Science database. • The 23 subject areas used in the ranking are based on the discipline classification matrix developed by the Australian Research Council for journals indexed in Web of Science . 17
  • 18. URAP WORLD RANKING WEIGHTING and AGGREGATION • Delphi system is used to assign weighting scores for the indicators. • Total score of 600 is assigned to each indicator as follows: 18 Indicator Weight (%) Article 21 Total Documents 10 Citation 21 Article Impact Total 18 Citation Impact Total 15 International Collaboration 15
  • 19. NUMBER OF UNIVERSITIES COUNTRY TOP 2000 TOP 500 TOP 100 USA 336 122 40 CHINA MAINLAND 219 41 5 JAPAN 152 16 3 UNITED KINGDOM 107 34 7 FRANCE 83 23 3 INDIA 80 1 TURKEY 76 4 ITALY 60 26 2 GERMANY 57 39 5 SOUTH KOREA 55 14 1 SPAIN 52 16 1 CANADA 51 21 5 TAIWAN 45 8 1 POLAND 40 2 AUSTRALIA 39 18 5 19
  • 20. URAP World 2014-2015 Country Name TOTAL SCORE 1 USA Harvard University 600.00 2 CANADA University of Toronto 590.15 3 UNITED KINGDOM University of Oxford 581.74 4 USA Johns Hopkins University 561.40 5 UNITED KINGDOM University of Cambridge 556.21 6 UNITED KINGDOM University College London 551.66 7 USA Stanford University 546.94 8 USA University of Cal. Berkeley 536.50 9 USA MIT 532.67 10 USA University of Michigan 529.40 11 USA Univ. of Washington Seattle 523.17 12 USA University of Cal. Los Angeles 522.82 13 USA University of Pennsylvania 514.01 14 USA Columbia Univ. New York 508.67 15 UNITED KINGDOM Imperial College 503.53 20
  • 21. 21 URAP World 2014-2015 TOP 15 TURKISH UNIVERSITIES IN URAP WORLD RANKING Country Name TOTAL 433 TURKEY Middle East Tech. Univ. 318.55 487 TURKEY Ege University 314.72 488 TURKEY Istanbul Technical Univ 314.69 489 TURKEY Istanbul University 314.57 525 TURKEY Hacettepe University 312.47 532 TURKEY Gazi University 312.24 535 TURKEY Ankara University 312.09 575 TURKEY Bogazici University 310.67 729 TURKEY Cukurova University 304.43 760 TURKEY Suleyman Demirel Univ. 303.36 791 TURKEY Erciyes University 302.29 831 TURKEY Gaziantep University 301.21 860 TURKEY I. D. Bilkent University 300.24 957 TURKEY Mersin University 291.83
  • 22. URAP TURKISH UNIVERSITIES RANKING URAP TR (SPECIAL RANKING OF TURKISH UNIVERSITIES) • 127 universities including military schools and technology institutes – Student enrollment in 2009 to four year programs • Overall Ranking & 23 Fields Ranking • 9 indicators to evaluate academic performance • Education and research emphasis 22
  • 23. URAP TURKISH UNIVERSITIES RANKING Indicators for URAP TR Indicator Objective Years Source Number of articles Research 2013 Web of Sci Number of articles per faculty Research 2013 Web of Sci and OSYM Number of citations Research 2009 - 2013 Web of Sci Number of citations per faculty Research 2009 - 2013 Web of Sci and OSYM Total Number of Scientific Documents Research 2009 - 2013 Web of Sci Total Number of Scientific Documents per faculty Research 2009 - 2013 Web of Sci and OSYM Number of Ph.D. Students Education and Res. 2012 OSYM Percentage of Ph.D. Students Education and Res. 2012 OSYM Number of students per faculty Education 2012 OSYM 23
  • 24. URAP TR 2014- 2015 University TOTAL 1 Hacettepe University 811.40 2 Orta Dogu Teknik University 806.24 3 Istanbul University 740.41 4 Istanbul Teknik University 736.95 5 Ege University 735.77 6 Ankara University 725.25 7 Bogazici University 718.45 8 İ.D. Bilkent University 705.61 9 Gebze Yuksek Teknoloji Enstitusu 700.66 10 Gazi University 696.74 11 Sabanci University 694.96 12 Izmir Yuksek Teknoloji Enstitusu 693.33 13 Koc University 665.10 14 Selcuk University 645.09 24
  • 25. Contact Information 25 www.urapcenter.org info@urapcenter.org URAP Laboratory Informatics Institute Middle East Technical University Tel: +90 (312) 210 37 42 – Fax: +90 (312) 210 37 45
  • 26. THANK YOU FOR YOUR PATIENCE 26