Discovery of association rules between syntactic variables. Data mining the Syntactic Atlas of the Dutch dialects.

M.R. Spruit

Discovery of association rules between syntactic variables. Data mining the Syntactic Atlas of the Dutch dialects.

M.R. Spruit

Meertens Instituut - Variatielinguïstiek

Research output: Chapter in book/volume › Contribution to conference proceedings › Scientific › peer-review

Abstract

This research applies an association rule mining technique to purely syntactic dialect data. The paper answers the research question of how relevant associations between syntactic variables can be discovered. The method calculates the proportional overlap between geographical distributions of syntactic microvariables and incorporates rule quality factors such as accuracy, coverage and completeness to measure the interestingness of the variable associations.The exploratory review of the results discusses several highly ranked association rules and also examines an implicational chain of syntactic variables.

Original language	Undefined
Title of host publication	Proceedings of the 17th Meeting of Computational Linguistics in the Netherlands
Editors	P. Dirix, I. Schuurman, V. Vandeghinste, F. Van Eynde
Place of Publication	Utrecht
Publisher	LOT Publications
Pages	83-98
ISBN (Print)	978-90-78328-41-4
Publication status	Published - 2007

Publication series

Name	CLIN

Access to Document

http://marco.info/pro/pub/mrs2007clin.pdf

Cite this

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title = "Discovery of association rules between syntactic variables. Data mining the Syntactic Atlas of the Dutch dialects.",

abstract = "This research applies an association rule mining technique to purely syntactic dialect data. The paper answers the research question of how relevant associations between syntactic variables can be discovered. The method calculates the proportional overlap between geographical distributions of syntactic microvariables and incorporates rule quality factors such as accuracy, coverage and completeness to measure the interestingness of the variable associations.The exploratory review of the results discusses several highly ranked association rules and also examines an implicational chain of syntactic variables.",

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Discovery of association rules between syntactic variables. Data mining the Syntactic Atlas of the Dutch dialects. / Spruit, M.R.
Proceedings of the 17th Meeting of Computational Linguistics in the Netherlands. ed. / P. Dirix; I. Schuurman; V. Vandeghinste; F. Van Eynde. Utrecht: LOT Publications, 2007. p. 83-98 (CLIN).

Research output: Chapter in book/volume › Contribution to conference proceedings › Scientific › peer-review

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M3 - Bijdrage aan conferentie proceedings

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BT - Proceedings of the 17th Meeting of Computational Linguistics in the Netherlands

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