Cover image for Data Analytics in Cognitive Linguistics : Methods and Insights
Title:
Data Analytics in Cognitive Linguistics : Methods and Insights
Author:
Dilkes, Jane, contributor.
ISBN:
9783110687279
Physical Description:
1 online resource (VI, 346 p.)
Series:
Applications of Cognitive Linguistics [ACL] , 41
Contents:
Frontmatter -- Contents -- Data analytics in cognitive linguistics -- Mapping the landscape of exploratory and confirmatory data analysis in linguistics -- Time series analysis with python -- Structural equation modeling in R: A practical introduction for linguists -- Visualizing distributional semantics -- Lectal variation in Chinese analytic causative constructions: What trees can and cannot tell us -- Personification metaphors in Chinese video ads: Insights from data analytics -- The interaction between metaphor use and psychological states: A mix-method analysis of trauma talk in the Chinese context -- Prospecting for metaphors in a large text corpus: Combining unsupervised and supervised machine learning approaches -- Cognitive linguistics meets computational linguistics: Construction grammar, dialectology, and linguistic diversity -- What Cognitive Linguistics can learn from dialectology (and vice versa) -- Index
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