Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis

John Atkinson-Abutridy

Language: English

Amazon Google Books ISBN

Action & Adventure Artificial Intelligence Categorization Clustering Corpus-based Semantic Analysis Data Science Information Extraction Mathematics Natural Language Processing Natural-Language Processing Text Mining Topic Modeling text analytics

Publisher: CRC Press

Published: May 6, 2022

Description:

Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis is a concise and accessible introduction to the science and applications of text analytics (or text mining), which enables automatic knowledge discovery from unstructured information sources, for both industrial and academic purposes. The book introduces the main concepts, models, and computational techniques that enable the reader to solve real decision-making problems arising from textual and/or documentary sources.

Features:

  • Easy-to-follow step-by-step concepts and methods
  • Every chapter is introduced in a very gentle and intuitive way so students can understand the WHYs, WHAT-IFs, WHAT-IS-THIS-FORs, HOWs, etc. by themselves
  • Practical programming exercises in Python for each chapter
  • Includes theory and practice for every chapter, summaries, practical coding exercises for target problems, QA, and sample code and data available for download at https://www.routledge.com/Atkinson-Abutridy/p/book/9781032249797