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Journal ArticleDOI

Variation in the contextuality of language: an empirical measure

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TLDR
Both the data and theoretical model suggest that contextuality decreases when unambiguous understanding becomes more important or more difficult to achieve, when the separation in space, time orbackground between the interlocutors increases, and when the speaker is male, introverted and/or academically educated.
Abstract
The context of a linguisticexpression is defined as everything outside theexpression itself that is necessary forunambiguous interpretation of the expression.As meaning can be conveyed either by theimplicit, shared context or by the explicitform of the expression, the degree ofcontext-dependence or ``contextuality'' ofcommunication will vary, depending on thesituation and preferences of the languageproducer. An empirical measure of thisvariation is proposed, the ``formality'' or``F-score'', based on the frequencies ofdifferent word classes. Nouns, adjectives,articles and prepositions are more frequent inlow-context or ``formal'' types of expression;pronouns, adverbs, verbs and interjections aremore frequent in high-context styles. Thismeasure adequately distinguishes differentgenres of language production using data forDutch, French, Italian, and English. Factoranalyses applied to data in 7 differentlanguages produce a similar factor as the mostimportant one. Both the data and thetheoretical model suggest that contextualitydecreases when unambiguous understandingbecomes more important or more difficult toachieve, when the separation in space, time orbackground between the interlocutors increases,and when the speaker is male, introvertedand/or academically educated.

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Citations
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Proceedings ArticleDOI

Finding high-quality content in social media

TL;DR: This paper introduces a general classification framework for combining the evidence from different sources of information, that can be tuned automatically for a given social media type and quality definition, and shows that its system is able to separate high-quality items from the rest with an accuracy close to that of humans.
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Using linguistic cues for the automatic recognition of personality in conversation and text

TL;DR: Experimental results for recognition of all Big Five personality traits, in both conversation and text, utilising both self and observer ratings of personality are reported, confirming previous findings linking language and personality, while revealing many new linguistic markers.
Journal ArticleDOI

Gender and genre variation in weblogs

TL;DR: This study investigates the language/gender/genre relationship in weblogs, a popular new mode of computer-mediated communication (CMC), and problematize the characterization of the stylistic features as gendered, and suggest a need for more fine-grained genre analysis in CMC research.
Journal ArticleDOI

When small words foretell academic success: the case of college admissions essays.

TL;DR: A computerized text analysis of over 50,000 college admissions essays from more than 25,000 entering students found a coherent dimension of language use based on eight standard function word categories that reflected the degree students used categorical versus dynamic language.
References
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Book ChapterDOI

Logic and conversation

H. P. Grice
- 12 Dec 1975 - 
Journal ArticleDOI

Personality structure: emergence of the five-factor model

TL;DR: In this paper, the auteur discute un modele a cinq facteurs de la personnalite qu'il confronte a d'autres systemes de the personNalite and don't les correlats des dimensions sont analyses.
Book

Speaking: From Intention to Articulation

TL;DR: In this article, Willem "Pim" Levelt, Director of the Max-Planck Institute for Psycholinguistik, accomplishes the formidable task of covering the entire process of speech production from constraints on conversational appropriateness to articulation and self-monitoring of speech.
Book

Variation across Speech and Writing

Douglas Biber
TL;DR: The model applied in this study addressed textual dimensions and relations in speech and writing, as well as situations and functions, and its application to linguistic research on speech andWriting.