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Learnability

2003
This chapter discusses usability in terms of the concept of learnability, that is, what makes the content of an online learning site learnable? It considers three core issues underlying learnability: learning theory, instructional design, and curriculum choices. For learning, it proposes a model integrating comprehension, interest, and memorizing.
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Learnable And Non-learnable Visual Concepts

[1988 Proceedings] Second International Conference on Computer Vision, 1990
Valiant's theory of the learnable is applied to visual concepts in digital pictures. Several visual concepts that are easily perceived by humans are shown to be learnable from positive examples. These concepts include a certain type of inaccurate copies of line drawings, identifying a subset of objects at specific locations, and pictures of lines in a ...
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A theory of learnability

Kybernetik, 1973
A new theory of learning is presented. Learning has been discussed by philosophers as a problem of acquiring knowledge. Historically, we can distinguish empiricism and rationalism. The rationalist insists that the essential part of our knowledge is innately built in ourselves, while the empiricist asserts that all knowledge derives from experience. The
Uesaka, Yoshinori   +3 more
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Learnability in Optimality Theory

Linguistic Inquiry, 1998
In this article we show how Optimality Theory yields a highly general Constraint Demotion principle for grammar learning. The resulting learning procedure specifically exploits the grammatical structure of Optimality Theory, independent of the content of substantive constraints defining any given grammatical module.
Tesar, Bruce, Smolensky, Paul
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Learnability and rationality of choice [PDF]

open access: possibleJournal of Economic Theory, 2003
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Resource bounded measure and learnability

Proceedings. Thirteenth Annual IEEE Conference on Computational Complexity (Formerly: Structure in Complexity Theory Conference) (Cat. No.98CB36247), 2000
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
W. Lindner, R. Schuler, O. Watanabe
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From Theoretical Learnability to Statistical Measures of the Learnable

1999
The main focus of theoretical models for machine learning is to formally describe what is the meaning of learnable, what is a learning process, or what is the relationship between a learning agent and a teaching one. However, when we prove from a theoretical point of view that a concept is learnable, we have no a priori idea concerning the difficulty ...
Marc Sebban, Gilles Richard
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