{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T23:42:17Z","timestamp":1751067737192},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642152795"},{"type":"electronic","value":"9783642152801"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15280-1_29","type":"book-chapter","created":{"date-parts":[[2010,8,23]],"date-time":"2010-08-23T09:55:30Z","timestamp":1282557330000},"page":"304-316","source":"Crossref","is-referenced-by-count":7,"title":["Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models"],"prefix":"10.1007","author":[{"given":"Iyan","family":"Johnson","sequence":"first","affiliation":[]},{"given":"Jo\u00ebl","family":"Ab\u00e9cassis","sequence":"additional","affiliation":[]},{"given":"Brigitte","family":"Charnomordic","sequence":"additional","affiliation":[]},{"given":"S\u00e9bastien","family":"Destercke","sequence":"additional","affiliation":[]},{"given":"Rallou","family":"Thomopoulos","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"29_CR1","first-page":"798","volume-title":"IEEE International Conference on Fuzzy Systems","author":"R. Seising","year":"2007","unstructured":"Seising, R.: Soft computing and the life science-philosophical remarks. In: IEEE International Conference on Fuzzy Systems, July 2007, pp. 798\u2013803. IEEE, Los Alamitos (2007)"},{"issue":"2","key":"29_CR2","doi-asserted-by":"publisher","first-page":"390","DOI":"10.1016\/j.eswa.2005.09.066","volume":"31","author":"A. Ben-David","year":"2006","unstructured":"Ben-David, A., Sterling, L.: Generating rules from examples of human multiattribute decision making should be simple. Expert Syst. Appl.\u00a031(2), 390\u2013396 (2006)","journal-title":"Expert Syst. Appl."},{"key":"29_CR3","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1037\/h0043158","volume":"63","author":"G.A. Miller","year":"1956","unstructured":"Miller, G.A.: The magical number seven, plus or minus two: Some limits on our capacity for processing information. Psychological Review\u00a063, 81\u201397 (1956)","journal-title":"Psychological Review"},{"key":"29_CR4","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.websem.2006.02.001","volume":"4","author":"G. Stumme","year":"2006","unstructured":"Stumme, G., Hotho, A., Berendt, B.: Semantic web mining: State of the art and future directions. J. of Web Semantics\u00a04, 124\u2013143 (2006)","journal-title":"J. of Web Semantics"},{"issue":"1-2","key":"29_CR5","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1023\/A:1009839827683","volume":"5","author":"G. Adomavicius","year":"2001","unstructured":"Adomavicius, G., Tuzhilin, A.: Expert-driven validation of rule-based user models in personalization applications. Data Mining and Knowledge Discovery\u00a05(1-2), 33\u201358 (2001)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"29_CR6","unstructured":"Parekh, V., Gwo, J.P.J.: Mining Domain Specific Texts and Glossaries to Evaluate and Enrich Domain Ontologies. In: International Conference of Information and Knowledge Engineering, Las Vegas, NV, The International Multi Conference in Computer Science and Computer Engineering (June 2004)"},{"key":"29_CR7","doi-asserted-by":"crossref","unstructured":"Ling, T., Kang, B.H., Johns, D.P., Walls, J., Bindoff, I.: Expert-driven knowledge discovery. In: Latifi, S. (ed.) Proceedings of the Fifth International Conference on Information Technology: New Generations, pp. 174\u2013178 (2008)","DOI":"10.1109\/ITNG.2008.194"},{"key":"29_CR8","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1016\/j.imavis.2005.07.027","volume":"26","author":"N. Maillot","year":"2008","unstructured":"Maillot, N., Thonnat, M.: Ontology based complex object recognition. Image and Vision Computing\u00a026, 102\u2013113 (2008)","journal-title":"Image and Vision Computing"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Zhang, J., Silvescu, A., Honavar, V.: Ontology-driven induction of decision trees at multiple levels of abstraction. LNCS, pp. 316\u2013323 (2002)","DOI":"10.1007\/3-540-45622-8_25"},{"key":"29_CR10","volume-title":"C4. 5: programs for machine learning","author":"J. Quinlan","year":"1993","unstructured":"Quinlan, J.: C4. 5: programs for machine learning. Morgan Kaufmann, San Francisco (1993)"},{"issue":"1","key":"29_CR11","first-page":"81","volume":"1","author":"J. Quinlan","year":"1986","unstructured":"Quinlan, J.: Induction of decision trees. Machine learning\u00a01(1), 81\u2013106 (1986)","journal-title":"Machine learning"},{"key":"29_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1007\/978-3-540-73681-3_9","volume-title":"Conceptual Structures: Knowledge Architectures for Smart Applications","author":"R. Thomopoulos","year":"2007","unstructured":"Thomopoulos, R., Baget, J., Haemmerle, O.: Conceptual graphs as cooperative formalism to build and validate a domain expertise. In: Priss, U., Polovina, S., Hill, R. (eds.) ICCS 2007. LNCS (LNAI), vol.\u00a04604, p. 112. Springer, Heidelberg (2007)"},{"key":"29_CR13","volume-title":"Pasta and Noodle Technology","author":"G. Dalbon","year":"1996","unstructured":"Dalbon, G., Grivon, D., Pagnani, M.: Continuous manufacturing process. In: Kruger, J., Matsuo, R., Dick, J. (eds.) Pasta and Noodle Technology, AACC, St Paul, MN-USA (1996)"},{"key":"29_CR14","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1007\/0-387-38565-7_7","volume-title":"Technology of Breadmaking","author":"L. Young","year":"2007","unstructured":"Young, L.: Application of Baking Knowledge in Software Systems. In: Technology of Breadmaking, 2nd edn., pp. 207\u2013222. Springer, US (2007)","edition":"2"},{"key":"29_CR15","unstructured":"R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (2009) ISBN 3-900051-07-0"},{"key":"29_CR16","unstructured":"Strobl, C.: Statistical Issues in Machine Learning - Towards Reliable Split Selection and Variable Importance Measures. PhD thesis, Ludwig-Maximilians-University Munich, Germany (2008)"}],"container-title":["Lecture Notes in Computer Science","Knowledge Science, Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15280-1_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T21:20:50Z","timestamp":1558300850000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15280-1_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642152795","9783642152801"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15280-1_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}