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portada Text Analytics for Corpus Linguistics and Digital Humanities: Simple r Scripts and Tools (Language, Data Science and Digital Humanities)
Type
Physical Book
Publisher
Author
Language
English
Pages
238
Format
Hardcover
ISBN13
9781350370821

Text Analytics for Corpus Linguistics and Digital Humanities: Simple r Scripts and Tools (Language, Data Science and Digital Humanities)

Gerold Schneider (Author) · Bloomsbury Academic · Hardcover

Text Analytics for Corpus Linguistics and Digital Humanities: Simple r Scripts and Tools (Language, Data Science and Digital Humanities) - Gerold Schneider

New Book Imported to Taiwan
Delivery: 06 Nov - 16 Nov Shipping: 5 to 6 business days.
NT$ 4,987
NT$ 4,987

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Synopsis "Text Analytics for Corpus Linguistics and Digital Humanities: Simple r Scripts and Tools (Language, Data Science and Digital Humanities)"

Do you want to gain a deeper understanding of how big tech analyzes and exploits our text data, or investigate how political parties differ by analyzing textual styles, associations and trends in documents? Or create a map of a text collection andwrite a simple QA system yourself? This book explores how to apply state-of-the-art text analytics methods to detect and visualize phenomena in text data. Solidly based on methods from corpus linguistics, natural language processing, text analytics and digital humanities, this book shows readers how to conduct experiments with their own corpora and research questions, underpin their theories, quantify the differences and pinpoint characteristics. Case studies and experiments are detailed in every chapter using real-world and open access corpora from politics, World English, history, and literature. The results are interpreted and put into perspective, pitfalls are pointed out, and necessary pre-processing steps are demonstrated. This book also demonstrates how to use the programming language R, as well as simple alternatives and additions to R, to conduct experiments and employ visualisations by example, with extensible R-code, recipes, links to corpora, and a wide range of methods. The methods introduced can be used across texts of all disciplines, from history or literature to party manifestos and patient reports.

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