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Study on Multidimensional Assessment of Research and Education of Universities for the Purpose of Diagnoses

Research Project

Project/Area Number 25280121
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Library and information science/Humanistic social informatics
Research InstitutionNational Institute of Informatics

Principal Investigator

Sun Yuan  国立情報学研究所, 情報社会相関研究系, 准教授 (00249939)

Co-Investigator(Renkei-kenkyūsha) INOUE Shunya  東京家政大学, 人文学部, 教授 (90232537)
NISHIZAWA Masaki  国立情報学研究所, 情報社会相関研究系, 准教授 (00281585)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥17,680,000 (Direct Cost: ¥13,600,000、Indirect Cost: ¥4,080,000)
Fiscal Year 2015: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Fiscal Year 2014: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2013: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords評価指標 / 多次元アセスメント / 診断 / 研究 / 教育 / 評価研究 / ビブリオメトリックス / 教育評価 / 書誌計量学
Outline of Final Research Achievements

University evaluation have been of immense important for improving the quality of universities and have a major social impact in recent years. However current evaluation tends to put more attentions to rankings of each university. In addition, it relies greater on bibliometric indicators based on number of publications and their citations, and places less considerations on evaluation of educational activities, which is another important mission of universities. In this study, we put more focus on educational assessment which has less research on so far, to explore the indicators for measuring not only research but also educational activities of universities, and propose methodologies of multidimensional assessment of university for the purpose of diagnoses.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (54 results)

All 2016 2015 2014 2013

All Journal Article (27 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 27 results,  Open Access: 13 results,  Acknowledgement Compliant: 7 results) Presentation (26 results) (of which Int'l Joint Research: 8 results,  Invited: 3 results) Book (1 results)

  • [Journal Article] Effects of perceived autonomy on student engagements and academic performance in Japanese university students2016

    • Author(s)
      Naoya Todo, Yuan Sun, Shunya Inoue
    • Journal Title

      Proceeding of the 5th International Conference on Data Science and Institutional Research (DSIR 2016)

      Volume: -

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 多次元的な大学評価の方法に関する探索的な検討2016

    • Author(s)
      孫媛,西澤正己,登藤直弥
    • Journal Title

      情報知識学会誌

      Volume: 26(2) Pages: 124-129

    • NAID

      130005164871

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 日本人大学生を対象としたStudent Engagement尺度の因子的妥当性の検討2016

    • Author(s)
      登藤直弥,孫媛,井上俊哉
    • Journal Title

      情報知識学会誌

      Volume: 26(2) Pages: 110-115

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 学術研究のプレスリリースと原論文に関する詳細分析2016

    • Author(s)
      西澤正己,孫媛
    • Journal Title

      情報知識学会誌

      Volume: 26(2) Pages: 116-123

    • NAID

      130005164875

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大学の教育プログラムの効果に関する研究―医学部を対象として―2015

    • Author(s)
      登藤直弥,孫媛,井上俊哉
    • Journal Title

      情報知識学会誌

      Volume: 25(2) Pages: 180-185

    • NAID

      130005087202

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 学術研究のメディア報道における定量的調査研究―プレスリリースと源論文、そして新聞報道の関連―2015

    • Author(s)
      西澤正己,孫媛
    • Journal Title

      情報知識学会誌

      Volume: 25(2) Pages: 131-139

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of educational program and learning environment in Japanese schools of medicine2015

    • Author(s)
      Naoya Todo, Yuan Sun, Shunya Inoue
    • Journal Title

      Proceeding of the 4th International Conference on Data Science and Institutional Research

      Volume: - Pages: 449-454

    • DOI

      10.1109/iiai-aai.2015.257

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Improved Algorithms for Exact and Approximate Boolean Matrix Decomposition2015

    • Author(s)
      Yuan Sun, Shiwei Ye, Yi Sun and Tsunehiko Kameda
    • Journal Title

      Proceeding of the 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA’2015)

      Volume: - Pages: 1-10

    • DOI

      10.1109/dsaa.2015.7344813

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm2015

    • Author(s)
      Haobo Wang, Guiping Su, Yuan Sun, Shiwei Ye, Pan Liao and Yi Sun
    • Journal Title

      Proceeding of the 2015 International Conference on Behavior, Economic and Social Computing (BESC'2015)

      Volume: - Pages: 1-6

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] How is scientific research reported in newspapers? ---Relationship between press release and scientific publication2015

    • Author(s)
      Masaki Nishizawa and Yuan Sun
    • Journal Title

      Proceeding of the 11th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 16th COLLNET Meeting

      Volume: - Pages: 169-176

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Minimum Information Entropy Based Q-matrix Learning in DINA Model2015

    • Author(s)
      Shiwei Ye, Yuan Sun, Yi Sun
    • Journal Title

      5th International Learning Analytics and Knowledge Conference (LAK2015)

      Volume: - Pages: 404-405

    • DOI

      10.1145/2723576.2723653

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 大学ポートレートデータに基づく教育活動指標の探索2014

    • Author(s)
      孫媛,登藤直弥,井上俊哉
    • Journal Title

      情報知識学会誌

      Volume: 24(2) Pages: 112-117

    • NAID

      130004705887

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 学術研究はどのようにメディアに報道されているのか?―プレスリリースと2つの異なる全国紙の比較2014

    • Author(s)
      西澤正己,孫媛
    • Journal Title

      情報知識学会誌

      Volume: 24(2) Pages: 216-223

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Alternating Recursive Method for Q-matrix Learning2014

    • Author(s)
      Yuan Sun, Shiwei Ye, Shunya Inoue, Yi Sun
    • Journal Title

      Proceeding of the 7th International Conference on Educational Data Mining (EDM 2014)

      Volume: - Pages: 14-20

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Exploration of Higher Education Indicators and Universities’ Characteristics in Japan2014

    • Author(s)
      Yuan Sun, Naoya Todo, Shunya Inoue
    • Journal Title

      Proceeding of the 3rd IIAI International Conference on Institutional Research And Institutional Management (IIAI-IRIM 2014)

      Volume: - Pages: 411-416

    • DOI

      10.1109/iiai-aai.2014.90

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] How is scientific research reported in newspapers? ---Comparison between press releases and two national newspapers in Japan2014

    • Author(s)
      Masaki Nishizawa, Yuan Sun
    • Journal Title

      Proceeding of the 10th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 15th COLLNET Meeting

      Volume: - Pages: 373-380

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Impact of articles in non-English language journals - a bibliometric analysis of regional journals of China, Japan, France and Germany in Web of Science2014

    • Author(s)
      Xiaomin Liu, Yuan Sun, Jing He
    • Journal Title

      Proceeding of the 10th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 15th COLLNET Meeting

      Volume: - Pages: 335-344

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Matrix Completion Based on Feature Vector and Function Approximation2014

    • Author(s)
      Shiwei Ye, Yuan Sun, Yi Sun
    • Journal Title

      Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA'2014)

      Volume: - Pages: 104-109

    • DOI

      10.1109/dsaa.2014.7058059

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Maximum Likelihood Estimation Based DINA Model and Q-matrix Learning2014

    • Author(s)
      Yuan Sun, Shiwei Ye, Huiyang Shi, Haobo Wang, Yi Sun
    • Journal Title

      Proceedings of the International Conference on Behavior, Economic and Social Computing (BESC'2014)

      Volume: - Pages: 1-6

    • DOI

      10.1109/besc.2014.7059511

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Alternating Recursive Method for Q-matrix Learning2014

    • Author(s)
      Yuan Sun, Shiwei Ye, Shunya Inoue and Yi Sun
    • Journal Title

      Proceeding of the 7th International Conference on Educational Data Mining

      Volume: -

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Institutional networks analysis based on research project activities2013

    • Author(s)
      Yuan Sun and Masaki Nishizawa
    • Journal Title

      Proceeding of the 9th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 14th COLLNET Meeting

      Volume: -

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparative analysis on LDA-based classification and subject categories of the Japanese awards database of Grants-in-Aid for Scientific Research, KAKEN2013

    • Author(s)
      Kei Kurakawa, Yuan Sun, and Yasumasa Baba
    • Journal Title

      Proceeding of the 2013 conference of the International Federation of Classification Societies (IFCS2013)

      Volume: - Pages: 23-23

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] How does the newspaper describe scientific research result? --- Attention to correlation of Press Releases and a newspaper article2013

    • Author(s)
      Masaki Nishizawa and Yuan Sun
    • Journal Title

      Proceeding of the 9th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 14th COLLNET Meeting

      Volume: -

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 学術研究のメディア報道における定量的調査研究 ―プレスリリースと新聞報道の関係―2013

    • Author(s)
      西澤正己,孫媛
    • Journal Title

      情報知識学会誌

      Volume: 23(2) Pages: 279-285

    • NAID

      10031173602

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Automatic Extraction of Academia-Industry Collaborative Research and Development Documents on the Web2013

    • Author(s)
      Kei Kurakawa, Yuan Sun, Nagayoshi Yamashita, Yasumasa Baba
    • Journal Title

      Studies in Classification, Data Analysis, and Knowledge Organization

      Volume: - Pages: 203-212

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Diagnostic Assessment for Improving Teaching Practice2013

    • Author(s)
      Yuan Sun and Masayuki Suzuki
    • Journal Title

      International Journal of Information and Education Technology

      Volume: 3(6) Pages: 607-610

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Designing Effective Feedback for Cognitive Diagnostic Assessment in Web-based Learning Environment2013

    • Author(s)
      Yuan Sun, Masayuki Suzuki and Tetsuya Toyota
    • Journal Title

      Proceeding of the 21st International Conference on Computers in Education

      Volume: - Pages: 115-120

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] A Study on Academic and Research Impact of Domestic Materials in Institutional Repositories2016

    • Author(s)
      Hiroyuki Tsunoda, Yuan Sun, Masaki Nishizawa, Xiaomin Liu
    • Organizer
      IFLA’s 82nd World Library and Information Congress (WLIC)
    • Place of Presentation
      Columbus, USA
    • Year and Date
      2016-08-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of Perceived Autonomy on Behavioral- and Emotional-Engagement and Task Performances in University Students2016

    • Author(s)
      Naoya Todo, Junwen Bai, Yuan Sun, Shunya Inoue
    • Organizer
      the 31st International Congress of Psychology 2016 (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 大学ポートレートデータに基づく大学分類の試み2016

    • Author(s)
      西澤正己,登藤直弥,孫 媛
    • Organizer
      日本分類学会第34回大会
    • Place of Presentation
      東海大学高輪キャンパス
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Comparative Study on Self-Archiving of Frequently-Cited Papers in Ten Research Areas in Institutional Repositories in Japan and China2015

    • Author(s)
      Hiroyuki Tsunoda, Yuan Sun, Masaki Nishizawa, Xiaomin Liu
    • Organizer
      6th International Symposium on Information Management in a Change World
    • Place of Presentation
      San Yon-Sen University, Guangzhou, China
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm2015

    • Author(s)
      Haobo Wang, Guiping Su, Yuan Sun, Shiwei Ye, Pan Liao and Yi Sun
    • Organizer
      International Conference on Behavior, Economic and Social Computing (BESC'2015)
    • Place of Presentation
      Nanjing, China
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved Algorithms for Exact and Approximate Boolean Matrix Decomposition2015

    • Author(s)
      Yuan Sun, Shiwei Ye, Yi Sun and Tsunehiko Kameda
    • Organizer
      2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA’2015)
    • Place of Presentation
      Paris, France
    • Year and Date
      2015-10-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 個人正答確率関数の推定精度―項目数と受験者数を要因としたシミュレーション―2015

    • Author(s)
      登藤直弥,孫媛,Yi Sun
    • Organizer
      日本テスト学会第13回大会
    • Place of Presentation
      関西大学千里山キャンパス
    • Year and Date
      2015-09-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 高等教育における学修環境や教育プログラムの効果を科学する2015

    • Author(s)
      登藤直弥,孫媛,井上俊哉
    • Organizer
      行動計量学会第43回大会抄録集
    • Place of Presentation
      首都大学東京南大沢キャンパス
    • Year and Date
      2015-09-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] Comparative study on frequently-cited papers in institutional repositories in Japan and China2015

    • Author(s)
      Hiroyuki Tsunoda, Yuan Sun, Masaki Nishizawa, Liu Xiaomin
    • Organizer
      IFLA World Library and Information Congress 81th IFLA General Conference and Assembly
    • Place of Presentation
      Cape Town, South Africa
    • Year and Date
      2015-08-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Derivation of logistic model from item response patterns2015

    • Author(s)
      Yuan Sun, Naoya Todo and Yi Sun
    • Organizer
      The 80th International Meeting of Psychometric Society (IMPS2015)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2015-07-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of educational program and learning environment in Japanese schools of medicine2015

    • Author(s)
      Naoya Todo, Yuan Sun, Shunya Inoue
    • Organizer
      the 4th International Conference on Data Science and Institutional Research (DSIR 2015)
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 科学研究費の研究領域における高被引用論文の学術機関リポジトリの登録調査の研究2015

    • Author(s)
      角田裕之,孫媛,西澤正己,劉筱敏
    • Organizer
      情報メディア学会第14回大会発表資料
    • Place of Presentation
      同志社大学今出川キャンパス
    • Year and Date
      2015-06-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] 一般化ベータ分布を仮定した研究分野マッピングの導出2015

    • Author(s)
      蔵川圭,孫媛
    • Organizer
      情報処理学会第77回全国大会論文集
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 日本における大学効果研究の試み-医学系大学を例として2015

    • Author(s)
      孫媛,登藤直弥,井上俊哉
    • Organizer
      第21回 大学教育研究フォーラム
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-13 – 2015-03-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多母集団同時解析を利用した分散分析2014

    • Author(s)
      登藤直弥,孫媛,井上俊哉
    • Organizer
      日本計算機統計学会第28回シンポジウム,pp.187-190
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-11-14 – 2014-11-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] レコードリンケージに基づく研究分野マッピングの導出2014

    • Author(s)
      蔵川圭, 孫媛
    • Organizer
      日本計算機統計学会第28回シンポジウム,pp.183-186
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-11-14 – 2014-11-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大学医学部の諸特徴と医師国家試験合格率との関係2014

    • Author(s)
      井上俊哉,登藤直弥,孫媛
    • Organizer
      日本テスト学会第12回大会論文集
    • Place of Presentation
      帝京大学
    • Year and Date
      2014-08-30 – 2014-08-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] Current situation of sharing of frequently cited academic papers via institutional repositories in Japanese university libraries2014

    • Author(s)
      Hiroyuki Tsunoda, Yuan Sun, Masaki Nishizawa, Liu Xiaomin
    • Organizer
      IFLA World Library and Information Congress 80th IFLA General Conference and Assembly
    • Place of Presentation
      Lyon, France
    • Year and Date
      2014-08-16 – 2014-08-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] 科研費とWeb of Scienceの分野分類のマッピング2014

    • Author(s)
      孫媛,蔵川圭
    • Organizer
      トムソン・ロイター第2回学術シンポジウム「大学ランキング向上と世界を牽引する研究の発掘に向けて」
    • Place of Presentation
      東京工業大学
    • Year and Date
      2014-06-19
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 書誌リンケージ基づく研究分野マッピングの精度検証2014

    • Author(s)
      蔵川圭,孫媛,相澤彰子
    • Organizer
      情報処理学会第76回全国大会
    • Place of Presentation
      東京電機大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 科研費分野-トピック分類マトリックスへの主成分分析の適用2013

    • Author(s)
      蔵川圭,孫媛,馬場康維
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪大学豊中キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] レコードリンケージに基づく科研費分野-WoS分野マッピング2013

    • Author(s)
      蔵川圭,孫媛,中村優文,相澤彰子
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪大学豊中キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] Comparative Analysis on LDA-Based Classification and Subject Categories of the Japanese Awards Database of Grants-in-Aid for Scientific Research, KAKEN2013

    • Author(s)
      Kei Kurakawa, Yuan Sun, Yasumasa Baba
    • Organizer
      2013 Conference of the International Federation of Classification Societies (IFCS)
    • Place of Presentation
      Tilburg University, the Netherlands
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Institutional networks analysis based on research project activities2013

    • Author(s)
      Yuan Sun and Masaki Nishizawa
    • Organizer
      9th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 14th COLLNET Meeting
    • Place of Presentation
      Tartu, Estonia
    • Related Report
      2013 Annual Research Report
  • [Presentation] How does the newspaper describe scientific research result? --- Attention to correlation of Press Releases and a newspaper article2013

    • Author(s)
      Masaki Nishizawa and Yuan Sun
    • Organizer
      9th International Conference on Webometrics, Informetrics, Scientometrics and Science and Society & 14th COLLNET Meeting
    • Place of Presentation
      Tartu, Estonia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Designing Effective Feedback for Cognitive Diagnostic Assessment in Web-based Learning Environment2013

    • Author(s)
      Yuan Sun, Masayuki Suzuki and Tetsuya Toyota
    • Organizer
      21st International Conference on Computers in Education
    • Place of Presentation
      Denpasar Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Book] A SVM Applied Text Categorization of Academia-Industry Collaborative Research and Development Documents on the Web, in Book Chapter of Donatella Vicari, Akinori Okada, Giancarlo Ragozini, Claus Weihs (eds.), Analysis and Modeling of Complex Data in Behavioral and Social Sciences, Studies in Classification, Data Analysis, and Knowledge Organization2014

    • Author(s)
      Kei Kurakawa, Yuan Sun, Nagayoshi Yamashita, Yasumasa Baba
    • Total Pages
      11
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-21   Modified: 2019-07-29  

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