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

Working with Text: Tools, Techniques and Approaches for Text Mining discusses the text mining tools and technologies that have long been a part of the repository world, where they have been applied to a variety of purposes, from pragmatic aims to support tools in areas such as biology, chemistry, sociology, and criminology. The book collects a subset of the best contributions from a workshop by the same name, combining the information alongside contributions from experts in the area. The book's contents are developed from workshop submissions and invited contributions, including legal considerations in text analysis/mining, sentiment analysis in Web 2.0, text mining for biochemistry, automated indexing and metadata extraction, and the use of text mining tools for social network analysis. Introduces text analysis and text mining toolsProvides a comprehensive overview of costs and benefitsIntroduces the topic, making it accessible to a general audience in a variety of fields, including examples from biology, chemistry, sociology, and criminology INDICE: 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 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 11: The PIMMS Project and Natural Language Processing for Climate Science: Extending the Chemical Tagger Natural Language Processing Tool with Climate Science Controlled Vocabularies Chapter 12: Building Better Mousetraps: A Linguist in NLP Chapter 13: Raúl Garreta, Co-founder of Tryolabs.com, Tells Emma Tonkin About the Journey from Software Engineering Graduate to Startup Entrepreneur

• ISBN: 978-1-84334-749-1
• Editorial: Chandos Publishing
• Encuadernacion: Rústica
• Páginas: 344
• Fecha Publicación: 15/08/2016
• Nº Volúmenes: 1
• Idioma: Inglés