{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T11:07:03Z","timestamp":1770980823026,"version":"3.50.1"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2009,12,16]],"date-time":"2009-12-16T00:00:00Z","timestamp":1260921600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2010,6]]},"DOI":"10.1007\/s11192-009-0122-y","type":"journal-article","created":{"date-parts":[[2009,12,15]],"date-time":"2009-12-15T11:01:59Z","timestamp":1260874919000},"page":"711-721","source":"Crossref","is-referenced-by-count":15,"title":["Efficiency measurement of research groups using Data Envelopment Analysis and Bayesian networks"],"prefix":"10.1007","volume":"83","author":[{"given":"Cristhian Fabi\u00e1n","family":"Ruiz","sequence":"first","affiliation":[]},{"given":"Ricardo","family":"Bonilla","sequence":"additional","affiliation":[]},{"given":"Diego","family":"Chavarro","sequence":"additional","affiliation":[]},{"given":"Luis Antonio","family":"Orozco","sequence":"additional","affiliation":[]},{"given":"Roberto","family":"Zarama","sequence":"additional","affiliation":[]},{"given":"Xavier","family":"Polanco","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,12,16]]},"reference":[{"key":"122_CR1","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/1-4020-2755-9_3","volume-title":"Handbook of quantitative science and technology research","author":"A Bonaccorsi","year":"2004","unstructured":"Bonaccorsi, A., & Daraio, C. (2004). Econometric approaches to the analysis of productivity of R&D systems. Production functions and production frontiers. In W. Gl\u00e4nzel, U. Schmoch, M. Zitt, E. Bassecoulard, & M. Luwel (Eds.), Handbook of quantitative science and technology research (pp. 51\u201374). Amsterdam, Netherlands: Springer."},{"issue":"2","key":"122_CR2","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1007\/s11192-006-0028-x","volume":"66","author":"A Bonaccorsi","year":"2006","unstructured":"Bonaccorsi, A., Daraio, C., & Simar, L. (2006). Advanced indicators of productivity of universities. An application of robust nonparametric methods to Italian data. Scientometrics, 66(2), 389\u2013410.","journal-title":"Scientometrics"},{"issue":"6","key":"122_CR3","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1016\/0377-2217(78)90138-8","volume":"2","author":"A Charnes","year":"1978","unstructured":"Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429\u2013444.","journal-title":"European Journal of Operational Research"},{"key":"122_CR4","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1016\/j.respol.2005.03.005","volume":"34","author":"L Cherchye","year":"2005","unstructured":"Cherchye, L., & Vanden Abeele, P. (2005). Onresearch efficiency: A microanalysis of Dutch university research in economic and business management. Research Policy, 34, 495\u2013516.","journal-title":"Research Policy"},{"key":"122_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/1-4020-7798-X_1","volume-title":"Handbook on data envelopment analysis","author":"WW Cooper","year":"2004","unstructured":"Cooper, W. W., Seiford, L. M., & Zhu, J. (2004). In J. Zhu, W. W. Cooper, R. D. Banker, & L. M. Seiford (Eds.), Handbook on data envelopment analysis (pp. 1\u201339). Boston: Kluwer Academic."},{"issue":"5","key":"122_CR6","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1057\/jors.1994.84","volume":"45","author":"J Doyle","year":"1994","unstructured":"Doyle, J., & Green, R. (1994). Efficiency and cross-efficiency in DEA: Derivations, meanings and uses. The Journal of the Operational Research Society, 45(5), 567\u2013578.","journal-title":"The Journal of the Operational Research Society"},{"issue":"2","key":"122_CR7","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1007\/s11192-005-0264-5","volume":"65","author":"KC Garg","year":"2005","unstructured":"Garg, K. C., Gupta, B. M., Jamal, T., Roy, S., & Kumar, S. (2005). Assessment of impact of AICTE funding on R&D and educational development. Scientometrics, 65(2), 151\u2013160.","journal-title":"Scientometrics"},{"issue":"1","key":"122_CR8","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1023\/B:SCIE.0000013303.25298.ae","volume":"59","author":"JC Guan","year":"2004","unstructured":"Guan, J. C., & Wang, J. X. (2004). Evaluation and interpretation of knowledge production efficiency. Scientometrics, 59(1), 131\u2013155.","journal-title":"Scientometrics"},{"key":"122_CR9","volume-title":"Learning in graphical models","author":"D Heckerman","year":"1999","unstructured":"Heckerman, D. (1999). A tutorial on learning with Bayesian networks. In M. Jordan (Ed.), Learning in graphical models. Cambridge, MA: MIT Press."},{"issue":"3","key":"122_CR10","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1007\/s11192-007-1857-y","volume":"75","author":"H Kim","year":"2008","unstructured":"Kim, H., & Park, Y. (2008). The impact of R&D collaboration on innovative performance in Korea: A Bayesian network approach. Scientometrics, 75(3), 535\u2013554.","journal-title":"Scientometrics"},{"key":"122_CR11","volume-title":"Bayesian networks and influence diagrams. A guide to construction and analysis","author":"UB Kjaerulff","year":"2008","unstructured":"Kjaerulff, U. B., & Madsen, A. L. (2008). Bayesian networks and influence diagrams. A guide to construction and analysis. New York: Springer."},{"issue":"1","key":"122_CR12","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/S0377-2217(00)00050-3","volume":"130","author":"P Korhonen","year":"2001","unstructured":"Korhonen, P., Tainio, R., & Wallenius, J. (2001). Value efficiency analysis of academic research. European Journal of Operational Research, 130(1), 121\u2013132.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"122_CR13","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1023\/B:SCIE.0000045119.88828.ce","volume":"61","author":"JC Lamirel","year":"2004","unstructured":"Lamirel, J. C., Al Shehabi, S., Francois, C., & Polanco, X. (2004). Using a compound approach based on elaborated neural network for Webometrics: An example issued from the EICSTES project. Scientometrics, 61(3), 427\u2013441.","journal-title":"Scientometrics"},{"issue":"2","key":"122_CR14","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1007\/s11192-007-1868-8","volume":"76","author":"S Lehmann","year":"2008","unstructured":"Lehmann, S., Jackson, A. D., & Lautrup, B. E. (2008). A quantitative analysis of indicators of scientific performance. Scientometrics, 76(2), 369\u2013390.","journal-title":"Scientometrics"},{"issue":"2","key":"122_CR15","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1177\/053901892031002002","volume":"31","author":"L Leydesdorff","year":"1992","unstructured":"Leydesdorff, L. (1992). Knowledge representations, Bayesian inferences, and empirical science studies. Social Science Information, 31(2), 213\u2013237.","journal-title":"Social Science Information"},{"issue":"1","key":"122_CR16","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1007\/s11192-006-0140-y","volume":"69","author":"W Meng","year":"2006","unstructured":"Meng, W., Hu, Z., & Liu, W. (2006). Efficiency evaluation of basic research in China. Scientometrics, 69(1), 85\u2013101.","journal-title":"Scientometrics"},{"key":"122_CR17","first-page":"1","volume-title":"Causality: Models, reasoning, and inference","year":"2000","unstructured":"Pearl, J. (Ed.). (2000). Causality: Models, reasoning, and inference (pp. 1\u201340). Cambridge: Cambridge University Press."},{"key":"122_CR18","first-page":"105","volume":"42","author":"M Restrepo","year":"2007","unstructured":"Restrepo, M., & Villegas, J. (2007). Clasificaci\u00f3n de grupos de investigaci\u00f3n colombianos aplicando an\u00e1lisis envolvente de datos. Revista Facultad de Ingenier\u00eda Universidad de Antioquia, 42, 105\u2013119.","journal-title":"Revista Facultad de Ingenier\u00eda Universidad de Antioquia"},{"issue":"1","key":"122_CR19","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1007\/BF02459261","volume":"40","author":"S Rousseau","year":"1997","unstructured":"Rousseau, S., & Rousseau, R. (1997). Data envelopment analysis as a tool for constructing scientometric indicators. Scientometrics, 40(1), 45\u201356.","journal-title":"Scientometrics"},{"issue":"1","key":"122_CR20","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1007\/BF02465013","volume":"42","author":"S Rousseau","year":"1998","unstructured":"Rousseau, S., & Rousseau, R. (1998). The scientific wealth of European nations: Taking effectiveness into account. Scientometrics, 42(1), 75\u201387.","journal-title":"Scientometrics"},{"key":"122_CR21","first-page":"73","volume-title":"Measuring efficiency: An assessment of Data Envelopment Analysis","author":"TR Sexton","year":"1986","unstructured":"Sexton, T. R., Slinkman, R. H., & Hogan, A. (1986). Data envelopment analysis: Critique and extensions. In R. H. Silkman (Ed.), Measuring efficiency: An assessment of Data Envelopment Analysis (Vol. 32, pp. 73\u2013105). San Francisco: Jossey-Bass."},{"key":"122_CR22","first-page":"73","volume-title":"Causation, prediction, and search","author":"P Spirtes","year":"2000","unstructured":"Spirtes, P., Glymour, C. N., & Scheines, R. (2000). Discovery algorithms for causally sufficient structures. In P. Spirtes, C. N. Glymour, & R. Scheines (Eds.), Causation, prediction, and search (pp. 73\u2013122). Cambridge, MA: MIT Press."}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-009-0122-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11192-009-0122-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-009-0122-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,24]],"date-time":"2020-05-24T07:41:23Z","timestamp":1590306083000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11192-009-0122-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,12,16]]},"references-count":22,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2010,6]]}},"alternative-id":["122"],"URL":"https:\/\/doi.org\/10.1007\/s11192-009-0122-y","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"value":"0138-9130","type":"print"},{"value":"1588-2861","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,12,16]]}}}