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This is a presentation about Inductive Learning Teaching ... Slide 2: Learning by Discovery "an approach to instruction through which students interact with their environment-by exploring and manipulating objects, wrestling with questions and controversies, or performing experiments" (Ormrod, 1995, p. 442) ;
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www.myplick.com/view/9ZwaogLrcSX/Inductive-Learning-Tea...
www.myplick.com/view/9ZwaogLrcSX/Inductive-Learning-Teaching
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The performance of inductive learning algorithms is measured by their learning curve which shows prediction accuracy as a function of the number of observed examples.
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www.sdsc.edu/~tbailey/teaching/cse151/lectures/chap18.h...
www.sdsc.edu/~tbailey/teaching/cse151/lectures/chap18.html
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Inductive learning methods can be defined as those methods that systematically produce intensional concept descriptions from extensional concept descriptions. In other words, from the specific knowledge provided by domain examples, an inductive learning method is capable to obtain general domain knowledge.
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www.iiia.csic.es/Projects/FedLearn/OO-Induction.html
www.iiia.csic.es/Projects/FedLearn/OO-Induction.html
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Theory-based Bayesian models of inductive learning and reasoning; Joshua B. Tenenbaum1, Thomas L. Griffiths2 and Charles Kemp1; 1Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA;
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web.mit.edu/cocosci/Papers/tics-theories-reprint.pdf
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So, inductive learning is not simply about learning class distinctions, but about _finding_ the classes and the causal relationships between them (keeping in mind that a "class" is really just a declaration of a set of properties).
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www.sifter.org/~brandyn/InductiveLearning.html
www.sifter.org/~brandyn/InductiveLearning.html
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Click here to start ... Table of Contents ... Animal language learning?
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campus.houghton.edu/orgs/psychology/lrn13concept/index....
campus.houghton.edu/orgs/psychology/lrn13concept/index.htm
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Next...
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campus.houghton.edu/orgs/psychology/lrn13concept/sld001...
campus.houghton.edu/orgs/psychology/lrn13concept/sld001.htm
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Another strategy is to use inductive learning techniques to; automatically construct classifiers using labeled training data. Text classification poses many challenges for inductive learning methods since there can be millions of word features.
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robotics.stanford.edu/users/sahami/papers-dir/cikm98.pd...
robotics.stanford.edu/users/sahami/papers-dir/cikm98.pdf
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This twine is devoted to the use of Inquiry/Inductive strategies in all learning environments. Creative Commons image source: ... I like the idea of many faces of Inductive Teaching and learning. This is true, the strategy has so many names but all names are based on child centered way of teaching and Learning.
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www.twine.com/twine/12wl845gv-5tc/inquiry-inductive-lea...
www.twine.com/twine/12wl845gv-5tc/inquiry-inductive-learning
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