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Working with Text: Tools, Techniques and Approaches for Text Mining

Tonkin, Emma Tourte, Gregory J. L 2016

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  • Title:
    Working with Text: Tools, Techniques and Approaches for Text Mining
  • Author: Tonkin, Emma
  • Tourte, Gregory J. L
  • Subjects: Libraries And Museums
  • Description: Working With Text collects a subset of the best contributions from the 'Working with text: Tools, techniques and approaches for text mining' workshop, alongside contributions from experts in the area. What is text mining, and how can it be used? What relevance do these methods have to everyday work in information science and the digital humanities? How does one develop competences in text mining? Working with Text provides a series of cross-disciplinary perspectives on text mining and its applications. As text mining raises legal and ethical issues, the legal background of text mining and the responsibilities of the engineer are discussed in this book. Chapters provide an introduction to the use of the popular GATE text mining package with data drawn from social media, the use of text mining to support semantic search, the development of an authority system to support content tagging, and recent techniques in automatic language evaluation. Focused studies describe text mining on historical...

    Chapter 1: Working with Text

    Chapter 2: A Day at Work (with Text): A Brief Introduction

    Chapter 3: If You Find Yourself in a Hole, Stop Digging: Legal and Ethical Issues of Text/Data Mining in Research

    Chapter 4: Responsible Content Mining

    Chapter 5: Text Mining for Semantic Search in Europe PubMed Central Labs

    Chapter 6: Extracting Information from Social Media with GATE

    Chapter 7: Newton: Building an Authority-Driven Company Tagging and Resolution System

    Chapter 8: Automatic Language Identification

    Chapter 9: User-Driven Text Mining of Historical Text

    Chapter 10: Automatic Text Indexing with SKOS Vocabularies in HIVE

    Chapter...

  • Creation Date: 2016
  • Language: English
  • Identifier: E-ISBN: 9781780634302 ; E-ISBN: 9781843347491 ; ISBN: 9781843347491

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