{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T21:58:16Z","timestamp":1725487096289},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540429609"},{"type":"electronic","value":"9783540456568"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2001]]},"DOI":"10.1007\/3-540-45656-2_24","type":"book-chapter","created":{"date-parts":[[2007,7,2]],"date-time":"2007-07-02T11:46:10Z","timestamp":1183376770000},"page":"273-284","source":"Crossref","is-referenced-by-count":1,"title":["Simulations for Comparing Knowledge Acquisition and Machine Learning"],"prefix":"10.1007","author":[{"given":"Achim","family":"Hoffmann","sequence":"first","affiliation":[]},{"given":"Rex","family":"Kwok","sequence":"additional","affiliation":[]},{"given":"Paul","family":"Compton","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2002,2,14]]},"reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"G. Beydoun and A. Hoffmann. Acquisition of search knowledge. In Knowledge Acquisition, Modeling and Management, 10th\n                           European Workshop (EKAW\u201997), pages 1\u201316, Spain, 1997. Springer-Verlag. LNAI 1319.","DOI":"10.1007\/BFb0026774"},{"key":"24_CR2","unstructured":"P. Compton. Simulating expertise. In Proceedings of the 6th\n                           Pacific Knowledge Acquisition Workshop, pages 51\u201369, Sydney, Austrlia, 2000. ISBN: 0-7334-1734-5."},{"key":"24_CR3","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/S1042-8143(05)80017-2","volume":"2","author":"P. Compton","year":"1990","unstructured":"P. Compton and R. Jansen. A philosophical basis for knowledge acquisition. Knowledge Acquisition, 2:241\u2013257, 1990.","journal-title":"Knowledge Acquisition"},{"key":"24_CR4","unstructured":"P. Compton, P. Preston, and B. Kang. The use of simulated experts in evaluating knowledge acquisition. In Proceedings of the 9th AAAI-Sponsored Banff Knowledge Acquisition for Knowledge-Based Systems Workshop, pages 12.1\u201312.18, 1995."},{"issue":"10","key":"24_CR5","doi-asserted-by":"publisher","first-page":"1895","DOI":"10.1162\/089976698300017197","volume":"7","author":"T. Dietterich","year":"1998","unstructured":"T. Dietterich. Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computation, 7(10):1895\u20131924, 1998.","journal-title":"Neural Computation"},{"key":"24_CR6","doi-asserted-by":"publisher","first-page":"27","DOI":"10.3109\/00313029309068898","volume":"25","author":"G. Edwards","year":"1993","unstructured":"G. Edwards and P. Compton et al. PEIRS: a pathologist maintained expert system for the interpretation of chemical pathology reports. Pathology, 25:27\u201334, 1993.","journal-title":"Pathology"},{"key":"24_CR7","unstructured":"J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: a statistical view of boosting. Technical report, Stanford University, August 1998."},{"key":"24_CR8","unstructured":"B. Kang, P. Compton, and P. Preston. Multiple classification ripple down rules: Evaluation and possibilities. In Proceedings of the 9th Banff Knowledge Acquisition for Knowledge Based Systems Workshop, pages 17.1\u20137.20, 1995."},{"issue":"7\u20138","key":"24_CR9","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1080\/088395197117957","volume":"11","author":"B. Kang","year":"1997","unstructured":"B. Kang and K. Yoshida et al. A help desk system with an intelligent interface. Applied Artificial Intelligence, 11(7\u20138):611\u2013631, 1997.","journal-title":"Applied Artificial Intelligence"},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"S. Kaspar and A. Hoffmann. Using knowledge acquisition to build spoken language systems. In Knowledge Acquisition, Modeling and Management, 10th\n                           European Workshop (EKAW\u201997), pages 353\u2013358, Spain, 1997. Springer-Verlag. LNAI 1319.","DOI":"10.1007\/BFb0026800"},{"issue":"5","key":"24_CR11","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/64.539009","volume":"11","author":"P. Langley","year":"1996","unstructured":"P. Langley. Relevance and insight in experimental studies. IEEE Expert, 11(5):11\u201312, October 1996.","journal-title":"IEEE Expert"},{"issue":"4","key":"24_CR12","doi-asserted-by":"publisher","first-page":"715","DOI":"10.1006\/ijhc.1999.0336","volume":"51","author":"T. Menzies","year":"1999","unstructured":"T. Menzies and F. van Harmelen. Editorial: Evaluating knowledge engineering techniques. International Journal of Human-Computer Studies, 51(4):715\u2013727, 1999.","journal-title":"International Journal of Human-Computer Studies"},{"key":"24_CR13","unstructured":"J. R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, 1993."},{"key":"24_CR14","first-page":"267","volume":"5","author":"L. Rendell","year":"1990","unstructured":"L. Rendell and H. Cho. Empirical learning as a function of concept character. Machine Learning, 5:267\u2013298, 1990.","journal-title":"Machine Learning"},{"issue":"4","key":"24_CR15","doi-asserted-by":"publisher","first-page":"729","DOI":"10.1006\/ijhc.1999.0327","volume":"51","author":"N. Shadbolt","year":"1999","unstructured":"N. Shadbolt and K. O\u2019Hara et. al. The experimental evaluation of knowledge acquisition techniques and methods: history, problems and new developments. International Journal of Human-Computer Studies, 51(4):729\u2013755, 1999.","journal-title":"International Journal of Human-Computer Studies"},{"key":"24_CR16","unstructured":"G. Shiraz and C. Sammut. Combining knowledge acquisition and machine learning to control dynamic systems. In Proceedings of the 15th\n                           IJCAI, 1997."},{"key":"24_CR17","unstructured":"T. Wada, T. Horiuchi, H. Motoda, and T. Washio. Integrating inductive learning and knowledge acquisition in the ripple down rule method. In Proceedings of the 6th Pacific International Knowledge Acquisition Workshop, pages 325\u2013340, 2000."},{"key":"24_CR18","doi-asserted-by":"crossref","unstructured":"G. Webb, J. Wells, and Z. Zheng. An experimental evaluation of integrating machine learning with knowledge acquisition. Machine Learning, pages 5\u201323, 1999.","DOI":"10.1023\/A:1007504102006"}],"container-title":["Lecture Notes in Computer Science","AI 2001: Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45656-2_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,17]],"date-time":"2019-02-17T11:06:26Z","timestamp":1550401586000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45656-2_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001]]},"ISBN":["9783540429609","9783540456568"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/3-540-45656-2_24","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2001]]}}}