{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T04:22:05Z","timestamp":1743049325312,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540538165"},{"type":"electronic","value":"9783540463085"}],"license":[{"start":{"date-parts":[[1991,1,1]],"date-time":"1991-01-01T00:00:00Z","timestamp":662688000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[1991,1,1]],"date-time":"1991-01-01T00:00:00Z","timestamp":662688000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1991]]},"DOI":"10.1007\/bfb0017007","type":"book-chapter","created":{"date-parts":[[2005,11,23]],"date-time":"2005-11-23T06:31:35Z","timestamp":1132727495000},"page":"101-117","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Application of empirical discovery in knowledge acquisition"],"prefix":"10.1007","author":[{"given":"Jan M.","family":"\u017bytkow","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jieming","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2005,6,9]]},"reference":[{"key":"8_CR1","first-page":"377","volume":"4","author":"J.H. Boose","year":"1989","unstructured":"Boose, J.H., & Gaines, B.R. (1989) Knowledge Acquisition for Knowledge-Based Systems: Notes on the State-of-the-Art. Machine Learning, 4, 377\u2013394.","journal-title":"Machine Learning"},{"key":"8_CR2","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/B978-0-934613-41-5.50026-X","volume-title":"Proceedings of Fourth International Workshop on Machine Learning","author":"B.C. Falkenhainer","year":"1987","unstructured":"Falkenhainer, B.C. (1987) Scientific Theory Formation Through Analogical Inference, Proceedings of Fourth International Workshop on Machine Learning, Los Altos, CA: Morgan Kaufmann Publ., 218\u2013229."},{"key":"8_CR3","first-page":"367","volume":"1","author":"B.C. Falkenhainer","year":"1986","unstructured":"Falkenhainer, B.C., & Michalski, R.S. (1986) Integrating Quantitative and Qualitative Discovery: The ABACUS System, Machine Learning, 1, 367\u2013401.","journal-title":"Machine Learning"},{"key":"8_CR4","first-page":"353","volume-title":"Proceedings of the Fifth International Conference on Machine Learning","author":"B.C. Falkenhainer","year":"1988","unstructured":"Falkenhainer, B.C., & Rajamoney, S. (1988) The Interdependencies of Theory Formation, Revision, and Experimentation, Proceedings of the Fifth International Conference on Machine Learning. Morgan Kaufmann Publ.: Los Altos, CA, 353\u2013366."},{"key":"8_CR5","first-page":"362","volume-title":"Methodologies for Intelligent Systems 5","author":"P. Fischer","year":"1990","unstructured":"Fischer, P., & \u017bytkow, J. (1990) Discovering Quarks and Hidden Structure, in: Ras Z. ed. Methodologies for Intelligent Systems 5, Elsevier, New York, NY, 362\u2013370."},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Kocabas, S. (1991) Conflict Resolution as Discovery in Particle Physics. To be published in Machine Learning, 6.","DOI":"10.1007\/BF00114780"},{"key":"8_CR7","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1007\/BFb0017220","volume-title":"Knowledge Representation and Organization in Machine Learning","author":"Y. Kodratoff","year":"1989","unstructured":"Kodratoff, Y. & Tecuci, G. (1989) The Central Role of Explanations in DISCIPLE, in Morik K. ed. Knowledge Representation and Organization in Machine Learning, Springer-Verlag, Berlin, 135\u2013147."},{"key":"8_CR8","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/0364-0213(88)90020-1","volume":"12","author":"D. Kulkarni","year":"1987","unstructured":"Kulkarni, D., & Simon, H.A. (1987) The Processes of Scientific Discovery: The Strategy of Experimentation, Cognitive Science, 12, 139\u2013175.","journal-title":"Cognitive Science"},{"key":"8_CR9","volume-title":"Scientific Discovery; An Account of the Creative Processes","author":"P.W. Langley","year":"1987","unstructured":"Langley, P.W., Simon, H.A., Bradshaw, G., & \u017bytkow J.M. (1987) Scientific Discovery; An Account of the Creative Processes. Boston, MA: MIT Press."},{"key":"8_CR10","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1016\/0004-3702(89)90051-9","volume":"40","author":"P.W. Langley","year":"1989","unstructured":"Langley, P.W., & \u017bytkow, J.M. (1989) Data-Driven Approaches to Empirical Discovery. Artificial Intelligence, 40, 283\u2013312.","journal-title":"Artificial Intelligence"},{"key":"8_CR11","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/BFb0017219","volume-title":"Knowledge Representation and Organization in Machine Learning","author":"K. Morik","year":"1989","unstructured":"Morik, K. (1989) Sloppy Modelling, In Morik K. ed. Knowledge Representation and Organization in Machine Learning, Springer-Verlag, Berlin, 107\u2013134."},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Mozetic, I. (1987) The role of abstraction in learning qualitative models. Proc. Fourth Int. Workshop on Machine Learning. Morgan Kaufmann, 242\u2013255.","DOI":"10.1016\/B978-0-934613-41-5.50028-3"},{"key":"8_CR13","first-page":"97","volume-title":"Computational Models of Scientific Discovery and Theory Formation","author":"B. Nordhausen","year":"1990","unstructured":"Nordhausen, B., & Langley, P. (1990). An Integrated Approach to Empirical Discovery. in: J. Shrager & P. Langley eds. Computational Models of Scientific Discovery and Theory Formation, Morgan Kaufmann Publishers, San Mateo, CA, 97\u2013128."},{"key":"8_CR14","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1016\/B978-1-55860-036-2.50076-X","volume-title":"Proceedings of the Sixth Int. Workshop on Machine Learning","author":"D. Rose","year":"1989","unstructured":"Rose, D. (1989) Using Domain Knowledge to Aid Scientific Theory Revision. Proceedings of the Sixth Int. Workshop on Machine Learning, Morgan Kaufmann Publishers, San Mateo, CA, 272\u2013277"},{"key":"8_CR15","unstructured":"Sleeman, D.H., Stacey, M.K., Edwards, P., & Gray, N.A.B. (1989) An Architecture for Theory-Driven Scientific Discovery, Proceedings of EWSL-89."},{"key":"8_CR16","first-page":"359","volume-title":"Methodologies for Intelligent Systems 4","author":"P. Stefanski","year":"1989","unstructured":"Stefanski P. & \u017bytkow Jan M. (1989) A Multisearch Approach to Sequence Prediction, in: Ras Z. ed. Methodologies for Intelligent Systems 4, New York, NY: Elsevier, 359\u2013366."},{"key":"8_CR17","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/BFb0017228","volume-title":"Knowledge Representation and Organization in Machine Learning","author":"S. Wrobel","year":"1989","unstructured":"Wrobel, S. (1989) Demand-driven Concept Formation. In Morik K. ed. Knowledge Representation and Organization in Machine Learning, Springer-Verlag, Berlin, 289\u2013319."},{"key":"8_CR18","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1016\/B978-0-934613-41-5.50032-5","volume-title":"Proceedings of Fourth International Workshop on Machine Learning","author":"J.M. \u017bytkow","year":"1987","unstructured":"\u017bytkow, J.M. (1987) Combining many searches in the FAHRENHEIT discovery system. Proceedings of Fourth International Workshop on Machine Learning. Los Altos, CA: Morgan Kaufmann, 281\u2013287."},{"key":"8_CR19","first-page":"129","volume-title":"Computational Models of Scientific Discovery and Theory Formation","author":"J.M. \u017bytkow","year":"1990","unstructured":"\u017bytkow, J.M. (1990) Deriving basic laws by analysis of processes and equations, in: J. Shrager & P. Langley eds. Computational Models of Scientific Discovery and Theory Formation. Morgan Kaufmann Publishers, San Mateo, CA, 129\u2013156."},{"key":"8_CR20","volume-title":"Knowledge Discovery in Databases","author":"J. \u017bytkow","year":"1991","unstructured":"\u017bytkow, J. & Baker, J. (1991) Interactive Mining of Regularities in Databases, To be published in: Piatetsky-Shapiro, G. and Frawley, W. eds. Knowledge Discovery in Databases, The AAAI Press, Menlo Park, CA."},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"\u017bytkow, J.& Lewenstam A. (1990) Analytical Chemistry: the Science of Many Models, Fresenius Journal for Analytical Chemistry, 225\u2013233.","DOI":"10.1007\/BF00323013"},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"\u017bytkow, J. & Pachowicz, P. (1989) Fusion of vision and touch for spatio-temporal reasoning in learning manipulation tasks, in: Proceedings of SPIE's Advances in Intelligent Robotic Systems, 404\u2013415.","DOI":"10.1117\/12.969994"},{"key":"8_CR23","unstructured":"\u017bytkow, J.M., Zhu, J. & Hussam, A. (1990) Automated Discovery in a Chemistry Laboratory, Proceedings of the AAAI-90, AAAI Press, 889\u2013894."},{"key":"8_CR24","first-page":"438","volume-title":"Methodologies for Intelligent Systems 5","author":"J.M. \u017bytkow","year":"1990","unstructured":"\u017bytkow, J.M., Zhu, J. & Hussam, A. (1990a) Determining Repeatability and Error in Experimental Results by a Discovery System, in Ras Z. ed. Methodologies for Intelligent Systems 5, Elsevier, New York, NY, 438\u2013445."}],"container-title":["Lecture Notes in Computer Science","Machine Learning \u2014 EWSL-91"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0017007","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:13:06Z","timestamp":1630455186000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/BFb0017007"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1991]]},"ISBN":["9783540538165","9783540463085"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/bfb0017007","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1991]]},"assertion":[{"value":"9 June 2005","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}