{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,29]],"date-time":"2026-03-29T15:29:05Z","timestamp":1774798145813,"version":"3.50.1"},"reference-count":19,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2010,5,1]],"date-time":"2010-05-01T00:00:00Z","timestamp":1272672000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2011,6]]},"DOI":"10.1007\/s10115-010-0297-9","type":"journal-article","created":{"date-parts":[[2010,4,30]],"date-time":"2010-04-30T04:43:14Z","timestamp":1272602594000},"page":"327-344","source":"Crossref","is-referenced-by-count":24,"title":["A system for relevance analysis of performance indicators in higher education using Bayesian networks"],"prefix":"10.1007","volume":"27","author":[{"given":"Antonio","family":"Fern\u00e1ndez","sequence":"first","affiliation":[]},{"given":"Mar\u00eda","family":"Morales","sequence":"additional","affiliation":[]},{"given":"Carmelo","family":"Rodr\u00edguez","sequence":"additional","affiliation":[]},{"given":"Antonio","family":"Salmer\u00f3n","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,5,1]]},"reference":[{"key":"297_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2270-5","volume-title":"Expert systems and probabilistic network models","author":"E Castillo","year":"1997","unstructured":"Castillo E, Guti\u00e9rrez J, Hadi A (1997) Expert systems and probabilistic network models. Springer, New York"},{"key":"297_CR2","first-page":"309","volume":"9","author":"G Cooper","year":"1992","unstructured":"Cooper G, Herskovits E (1992) A Bayesian method for the induction of probabilistic networks from data. Mach Learn 9: 309\u2013347","journal-title":"Mach Learn"},{"key":"297_CR3","first-page":"117","volume":"2","author":"S Cuenin","year":"1987","unstructured":"Cuenin S (1987) The use of performance indicators in universities: an international survey. Int J Inst Manage High Educ 2: 117\u2013139","journal-title":"Int J Inst Manage High Educ"},{"key":"297_CR4","unstructured":"Dochy F, Segers M, Wijnen W (1990) Selecting performance indicators. A proposal as a result of research. In: Goedegebuure F, Maasen F, Westerheijden D (eds). Lemma B.V. Peer review and performance indicators, pp 135\u2013153"},{"key":"297_CR5","unstructured":"Elvira Consortium (2002) Elvira: an environment for creating and using probabilistic graphical models. In: G\u00e1mez JA, Salmer\u00f3n A (eds). Proceedings of the First European Workshop on Probabilistic Graphical Models, pp. 222\u2013230"},{"key":"297_CR6","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3502-4","volume-title":"Bayesian networks and decision graphs","author":"FV Jensen","year":"2001","unstructured":"Jensen FV (2001) Bayesian networks and decision graphs. Springer, New York"},{"key":"297_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-68282-2","volume-title":"Bayesian networks and decision graphs","author":"FV Jensen","year":"2007","unstructured":"Jensen FV, Nielsen TD (2007) Bayesian networks and decision graphs. Second edition. Springer, New York","edition":"Second edition"},{"key":"297_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10115-008-0142-6","volume":"19","author":"R Jin","year":"2009","unstructured":"Jin R, Breitbart Y, Muoh C (2009) Data discretization unification. Knowl Inf Syst 19: 1\u201329","journal-title":"Knowl Inf Syst"},{"key":"297_CR9","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/S0004-3702(99)00062-4","volume":"113","author":"A Madsen","year":"1999","unstructured":"Madsen A, Jensen FV (1999) Lazy propagation: a junction tree inference algorithm based on lazy evaluation. Artif Intell 113: 203\u2013245","journal-title":"Artif Intell"},{"key":"297_CR10","first-page":"135","volume":"2143","author":"S Moral","year":"2001","unstructured":"Moral S, Rum\u00ed R, Salmer\u00f3n A (2001) Mixtures of truncated exponentials in hybrid Bayesian networks. ECSQARU\u201901. Lect Notes Artif Intell 2143: 135\u2013143","journal-title":"Lect Notes Artif Intell"},{"key":"297_CR11","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1142\/S0218488507004959","volume":"15","author":"M Morales","year":"2007","unstructured":"Morales M, Rodr\u00edguez C, Salmer\u00f3n A (2007) Selective naive Bayes for regression using mixtures of truncated exponentials. Int J Uncertain, Fuzziness Knowl Based Syst 15: 697\u2013716","journal-title":"Int J Uncertain, Fuzziness Knowl Based Syst"},{"key":"297_CR12","unstructured":"Nardo M, Saisana M, Saltelli A, Tarantola S (2008) Handbook on constructing composite indicators: methodology and user guide. OECD, European Commission, Joint Research Centre"},{"key":"297_CR13","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1023\/A:1008990218483","volume":"9","author":"D Nilsson","year":"1998","unstructured":"Nilsson D (1998) An efficient algorithm for finding the M most probable configurations in Bayesian networks. Stat Comput 9: 159\u2013173","journal-title":"Stat Comput"},{"key":"297_CR14","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/s10115-007-0113-3","volume":"17","author":"L Qiu","year":"2008","unstructured":"Qiu L, Li Y, Wu X (2008) Protecting business intelligence and customer privacy while outsourcing data mining tasks. Knowl Inf Syst 17: 99\u2013120","journal-title":"Knowl Inf Syst"},{"key":"297_CR15","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/B978-0-444-88650-7.50019-6","volume-title":"Uncertainty in artificial intelligence 4","author":"P Shenoy","year":"1990","unstructured":"Shenoy P, Shafer G (1990) Axioms for probability and belief function propagation. In: Shachter R, Levitt T, Lemmer J, Kanal L (eds) Uncertainty in artificial intelligence 4. North Holland, Amsterdam, pp 169\u2013198"},{"key":"297_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2748-9","volume-title":"Causation, prediction and search. Series: lecture notes in statistics, vol. 81","author":"P Spirtes","year":"1993","unstructured":"Spirtes P, Glymour C, Scheines R (1993) Causation, prediction and search. Series: lecture notes in statistics, vol. 81. Springer, New York"},{"key":"297_CR17","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/s10115-008-0151-5","volume":"20","author":"Z Wang","year":"2009","unstructured":"Wang Z, Wang Q, Wang D (2009) Bayesian network based business information retrieval model. Knowl Inf Syst 20: 63\u201379","journal-title":"Knowl Inf Syst"},{"key":"297_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10115-007-0114-2","volume":"14","author":"X Wu","year":"2008","unstructured":"Wu X, Kumar V, Quinlan J, Gosh J, Yang Q, Motoda H, McLachlan G, Ng A, Liu B, Yu P, Zhou Z, Steinbach M, Hand D, Steinberg D (2008) Top 10 algorithms in data mining. Knowl Inf Syst 14: 1\u201337","journal-title":"Knowl Inf Syst"},{"key":"297_CR19","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s10115-005-0211-z","volume":"9","author":"J Zhang","year":"2006","unstructured":"Zhang J, Kang D, Silvescu A, Honavar V (2006) Learning accurate and concise na\u00efve Bayes classifiers from attribute value taxonomies and data. Knowl Inf Syst 9: 157\u2013179","journal-title":"Knowl Inf Syst"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-010-0297-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-010-0297-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-010-0297-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T10:10:21Z","timestamp":1559124621000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-010-0297-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,5,1]]},"references-count":19,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2011,6]]}},"alternative-id":["297"],"URL":"https:\/\/doi.org\/10.1007\/s10115-010-0297-9","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,5,1]]}}}