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Mediating intelligence through observation, dependency and agency in making construals of malaria
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Beynon, Meurig and Beynon, Will (2012) Mediating intelligence through observation, dependency and agency in making construals of malaria. In: Cerr, Stefano A. and Clancey, William J. and Papdourakis, Giorgos and Panourgia, Kitty, (eds.) Intelligent Tutoring Systems : 11th International Conference, ITS 2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings. Lecture Notes in Computer Science, Volume 7315 . Berlin Heidelberg: Springer-Verlag, pp. 664-665. ISBN 9783642309496
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Official URL: http://dx.doi.org/10.1007/978-3-642-30950-2_111
Abstract
Achieving co-adaptation in building an Intelligent Tutoring System (ITS) involves integrating machine and human perspectives on ‘knowledge’ and ‘intelligence’. We address this integration by using Empirical Modelling (EM) principles to make construals: interactive environments in which human agents acting as model-builders can explore the observation, dependency and agency that underpins their understanding of the subject domain. This approach is well-suited to domains such as medicine where reasoning draws both on scientific knowledge and evolving human experience and judgement. We illustrate this by developing construals of malaria using a web-based variant of the principal EM tool that enables many agents to participate in the process of adaptation.
| Item Type: | Book Item | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
| Series Name: | Lecture Notes in Computer Science | ||||
| Publisher: | Springer-Verlag | ||||
| Place of Publication: | Berlin Heidelberg | ||||
| ISBN: | 9783642309496 | ||||
| ISSN: | 0302-9743 | ||||
| Book Title: | Intelligent Tutoring Systems : 11th International Conference, ITS 2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings | ||||
| Editor: | Cerr, Stefano A. and Clancey, William J. and Papdourakis, Giorgos and Panourgia, Kitty | ||||
| Official Date: | 2012 | ||||
| Dates: |
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| Volume: | Volume 7315 | ||||
| Page Range: | pp. 664-665 | ||||
| DOI: | 10.1007/978-3-642-30950-2_111 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published |
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