Cluster Analysis For Corpus Linguistics
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Cluster Analysis For Corpus Linguistics
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Author : Hermann Moisl
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2015-02-24
Cluster Analysis For Corpus Linguistics written by Hermann Moisl and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-24 with Language Arts & Disciplines categories.
The standard scientific methodology in linguistics is empirical testing of falsifiable hypotheses. As such the process of hypothesis generation is central, and involves formulation of a research question about a domain of interest and statement of a hypothesis relative to it. In corpus linguistics the domain is text, and generation involves abstraction of data from text, data analysis, and formulation of a hypothesis based on inference from the results. Traditionally this process has been paper-based, but the advent of electronic text has increasingly rendered it obsolete both because the size of digital corpora is now at or beyond the limit of what can efficiently be used in the traditional way, and because the complexity of data abstracted from them can be impenetrable to understanding. Linguists are increasingly turning to mathematical and statistical computational methods for help, and cluster analysis is such a method. It is used across the sciences for hypothesis generation by identification of structure in data which are too large or complex, or both, to be interpretable by direct inspection. This book aims to show how cluster analysis can be used for hypothesis generation in corpus linguistics, thereby contributing to a quantitative empirical methodology for the discipline.
Cluster Analysis For Corpus Linguistics
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Author : Hermann Moisl
language : en
Publisher: Walter de Gruyter
Release Date : 2015-01-16
Cluster Analysis For Corpus Linguistics written by Hermann Moisl and has been published by Walter de Gruyter this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-16 with categories.
The rapidly growing volume of digital natural language text and the complexity of data abstracted from it have increasingly rendered traditional corpus linguistic analytical methodology obsolete. This book describes a cluster analytic methodology for generating linguistic hypotheses on the basis of data abstracted from language corpora.
Aggregating Dialectology Typology And Register Analysis
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Author : Benedikt Szmrecsanyi
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2014-08-22
Aggregating Dialectology Typology And Register Analysis written by Benedikt Szmrecsanyi and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-22 with Language Arts & Disciplines categories.
This volume aims to overcome sub-disciplinary boundaries in the study of linguistic variation - be it language-internal or cross-linguistic. Even though dialectologists, register analysts, typologists, and quantitative linguists all deal with linguistic variation, there is astonishingly little interaction across these fields. But the fourteen contributions in this volume show that these subdisciplines actually share many interests and methodological concerns in common. The chapters specifically converge in the following ways: First, they all seek to explore linguistic variation, within or across languages. Second, they are based on usage data, that is, on corpora of (more or less) authentic text or speech of different languages or language varieties. Third, all chapters are concerned with the joint analysis (also sometimes known as “aggregation” or “data synthesis”) of multiple phenomena, features, or measurements of some sort. And lastly, the contributors all marshal quantitative analysis techniques to analyse the data. In short, the volume explores the text-feature-aggregation pipeline in variation studies, demonstrating that there is much mutual inspiration to be had by thinking outside the disciplinary box.
Mastering Corpus Linguistics Methods
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Author : Dirk Speelman
language : en
Publisher: John Wiley & Sons
Release Date : 2021-10-25
Mastering Corpus Linguistics Methods written by Dirk Speelman and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-25 with Mathematics categories.
This book provides a hands-on introduction to qualitative and especially quantitative corpus-linguistics methods, dealing with both the conceptual and the practical side of conducting corpus-linguistic case studies. The main focus of this book is to illustrate how a wide range of research questions can be tackled with corpus linguistic methods that involve only a modest number of technical hurdles as well as to gently guide the researcher through the technicalities of some more complex methods. Methods of Corpus Linguistics is aimed at a broad audience of linguists, presenting both basic and modern methods of corpus linguistics.
Corpus Linguistics And Statistics With R
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Author : Guillaume Desagulier
language : en
Publisher: Springer
Release Date : 2017-11-17
Corpus Linguistics And Statistics With R written by Guillaume Desagulier and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-17 with Computers categories.
This textbook examines empirical linguistics from a theoretical linguist’s perspective. It provides both a theoretical discussion of what quantitative corpus linguistics entails and detailed, hands-on, step-by-step instructions to implement the techniques in the field. The statistical methodology and R-based coding from this book teach readers the basic and then more advanced skills to work with large data sets in their linguistics research and studies. Massive data sets are now more than ever the basis for work that ranges from usage-based linguistics to the far reaches of applied linguistics. This book presents much of the methodology in a corpus-based approach. However, the corpus-based methods in this book are also essential components of recent developments in sociolinguistics, historical linguistics, computational linguistics, and psycholinguistics. Material from the book will also be appealing to researchers in digital humanities and the many non-linguistic fields that use textual data analysis and text-based sensorimetrics. Chapters cover topics including corpus processing, frequencing data, and clustering methods. Case studies illustrate each chapter with accompanying data sets, R code, and exercises for use by readers. This book may be used in advanced undergraduate courses, graduate courses, and self-study.
Cluster Analysis For Corpus Linguistics
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Author : Hermann Moisl
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2015-02-24
Cluster Analysis For Corpus Linguistics written by Hermann Moisl and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-24 with Language Arts & Disciplines categories.
The standard scientific methodology in linguistics is empirical testing of falsifiable hypotheses. As such the process of hypothesis generation is central, and involves formulation of a research question about a domain of interest and statement of a hypothesis relative to it. In corpus linguistics the domain is text, and generation involves abstraction of data from text, data analysis, and formulation of a hypothesis based on inference from the results. Traditionally this process has been paper-based, but the advent of electronic text has increasingly rendered it obsolete both because the size of digital corpora is now at or beyond the limit of what can efficiently be used in the traditional way, and because the complexity of data abstracted from them can be impenetrable to understanding. Linguists are increasingly turning to mathematical and statistical computational methods for help, and cluster analysis is such a method. It is used across the sciences for hypothesis generation by identification of structure in data which are too large or complex, or both, to be interpretable by direct inspection. This book aims to show how cluster analysis can be used for hypothesis generation in corpus linguistics, thereby contributing to a quantitative empirical methodology for the discipline.
Corpus Methods For Semantics
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Author : Dylan Glynn
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2014-11-06
Corpus Methods For Semantics written by Dylan Glynn and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-06 with Language Arts & Disciplines categories.
This volume seeks to advance and popularise the use of corpus-driven quantitative methods in the study of semantics. The first part presents state-of-the-art research in polysemy and synonymy from a Cognitive Linguistic perspective. The second part presents and explains in a didactic manner each of the statistical techniques used in the first part of the volume. A handbook both for linguists working with statistics in corpus research and for linguists in the fields of polysemy and synonymy.
Language Standardization And Language Change
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Author : Ana Deumert
language : en
Publisher: John Benjamins Publishing
Release Date : 2004-01-01
Language Standardization And Language Change written by Ana Deumert and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-01 with Language Arts & Disciplines categories.
Language Standardization and Language Change describes the formation of an early standard norm at the Cape around 1900. The processes of variant reduction and sociolinguistic focusing which accompanied the early standardization history of Afrikaans (or 'Cape Dutch' as it was then called) are analysed within the broad methodological framework of corpus linguistics and variation analysis. Multivariate statistical techniques (cluster analysis, multidimensional scaling and PCA) are used to model the emergence of linguistic uniformity in the Cape Dutch speech community. The book also examines language contact and creolization in the early settlement, the role of Afrikaner nationalism in shaping language attitudes and linguistic practices, and the influence of English. As a case study in historical sociolinguistics the book calls into question the traditional view of the emergence of an Afrikaans standard norm, and advocates a strongly sociolinguistic, speaker-orientated approach to language history in general, and standardization studies in particular.
Statistics For Corpus Linguistics
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Author : Michael Oakes
language : en
Publisher: Edinburgh University Press
Release Date : 2019-08-06
Statistics For Corpus Linguistics written by Michael Oakes and has been published by Edinburgh University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-06 with Language Arts & Disciplines categories.
This book in the Edinburgh Textbooks in Empirical Linguistics series is a comprehensive introduction to the statistics currently used in corpus linguistics. Statistical techniques and corpus applications - whether oriented towards linguistics or language engineering - often go hand in glove, and corpus linguists have used an increasingly wide variety of statistics, drawing on techniques developed in a great many fields. This is the first one-volume introduction to the subject.
A Practical Handbook Of Corpus Linguistics
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Author : Magali Paquot
language : en
Publisher: Springer Nature
Release Date : 2021-05-04
A Practical Handbook Of Corpus Linguistics written by Magali Paquot and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-04 with Philosophy categories.
This handbook is a comprehensive practical resource on corpus linguistics. It features a range of basic and advanced approaches, methods and techniques in corpus linguistics, from corpus compilation principles to quantitative data analyses. The Handbook is organized in six Parts. Parts I to III feature chapters that discuss key issues and the know-how related to various topics around corpus design, methods and corpus types. Parts IV-V aim to offer a user-friendly introduction to the quantitative analysis of corpus data: for each statistical technique discussed, chapters provide a practical guide with R and come with supplementary online material. Part VI focuses on how to write a corpus linguistic paper and how to meta-analyze corpus linguistic research. The volume can serve as a course book as well as for individual study. It will be an essential reading for students of corpus linguistics as well as experienced researchers who want to expand their knowledge of the field.