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Formal Language Learning with Correction Queries

Name: Formal Language Learning with Correction Queries
Brand: VDM Verlag
SKU: 06825965
Price: 62.86 EUR
Availability: InStock
Author: Cristina Tirn Uc
ISBN: 9783639176988

A New Approach in Active Learning

Cristina Tirn Uc

Език

Английски език

Книга С меки корици

Код Либристо: 06825965

Издателство VDM Verlag, юли 2009

In the field of grammatical inference most of the§existing learning models have been inspired by the... Цялото описание

Код Либристо: 06825965

153 b

62.86 €

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In the field of grammatical inference most of the§existing learning models have been inspired by the§process of human language acquisition. For example, §the query learning model is a representation of our§intuition that children acquire their native language§while interacting with their environment.§Apart from the well-established membership and§equivalence queries, many other types of queries have§been introduced. Nevertheless, none of these reflect§an important aspect of the way children learn§languages, namely that although they are not§explicitly provided negative examples (i.e., words§that are not in the language or ungrammatical§sentences), adults correct them when they make§mistakes. In this book we thoroughly investigate a§recently introduced type of query, called CORRECTION§QUERY, which copes with this particularity of§children language acquisition. Here are some of the§topics addressed: What is the power of correction§queries? Can we compare them with other query§learning or Gold-style learning models? Which of them§provides the learner with more information? Can we§build efficient algorithms that learn well-known§classes of languages with correction queries?