Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis
暫譯: 文本分析：非結構化資訊分析的科學與應用入門

Atkinson-Abutridy, John

Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis
  • 出版商: CRC
  • 出版日期: 2022-04-29
  • 售價: $2,230
  • 貴賓價: 9.5 折 $2,119
  • 語言: 英文
  • 頁數: 230
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032245263
  • ISBN-13: 9781032245263

    • 海外代購書籍(需單獨結帳)

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商品描述

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

商品描述(中文翻譯)

《文本分析：非結構化資訊分析的科學與應用簡介》是一本簡明易懂的書籍，介紹文本分析（或稱文本挖掘）的科學與應用，該技術能夠從非結構化資訊來源中自動發現知識，適用於工業和學術目的。本書介紹了主要概念、模型和計算技術，使讀者能夠解決來自文本和/或文檔來源的實際決策問題。

特色：

- 易於理解的逐步概念和方法
- 每一章節都以非常溫和和直觀的方式介紹，讓學生能夠自行理解為什麼、如果怎樣、這是為了什麼等問題
- 每章都有實用的 Python 編程練習
- 每章包括理論與實踐、總結、針對目標問題的實用編碼練習、問答以及可在 https://www.routledge.com/Atkinson-Abutridy/p/book/9781032249797 下載的範例代碼和數據

作者簡介

John Atkinson-Abutridy has been a university professor and researcher over the last 25 years. He received a PhD in Artificial Intelligence (AI) from the University of Edinburgh (UK), and has led scientific and technological projects both at national and international levels on several AI topics including Natural-Language Processing, Machine Learning, Evolutionary Computation, and Text Mining, and has published almost 100 peer review scientific articles in journals and conferences. Furthermore, he has been AI consultant and transferred some intelligent system technologies into the industry. Dr. Atkinson-Abutridy has been a visiting researcher/professor in several universities and research centers worldwide such as the University of Cambridge (UK), MIT (USA), IBM T.J. Watson Labs (USA), and INRIA (France). He is also a professional member of the AAAI and a senior member of the ACM.

作者簡介(中文翻譯)

約翰·阿特金森-阿布特里迪（John Atkinson-Abutridy）在過去的25年中一直擔任大學教授和研究員。他在英國愛丁堡大學（University of Edinburgh）獲得人工智慧（Artificial Intelligence, AI）博士學位，並在多個AI主題上領導國內外的科學和技術項目，包括自然語言處理（Natural-Language Processing）、機器學習（Machine Learning）、進化計算（Evolutionary Computation）和文本挖掘（Text Mining），並在期刊和會議上發表了近100篇同行評審的科學文章。此外，他還擔任AI顧問，並將一些智能系統技術轉移到產業中。阿特金森-阿布特里迪博士曾在全球多所大學和研究中心擔任訪問研究員/教授，如英國劍橋大學（University of Cambridge）、美國麻省理工學院（MIT）、美國IBM T.J. Watson實驗室（IBM T.J. Watson Labs）和法國國家資訊與自動化研究所（INRIA）。他也是美國人工智慧協會（AAAI）的專業會員及計算機協會（ACM）的資深會員。

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