Text Mining: Concepts, Implementation, and Big Data Challenge
暫譯: 文本挖掘：概念、實作與大數據挑戰

Jo, Taeho

Text Mining: Concepts, Implementation, and Big Data Challenge
  • 出版商: Springer
  • 出版日期: 2025-01-21
  • 售價: $4,470
  • 貴賓價: 9.5 折 $4,247
  • 語言: 英文
  • 頁數: 16
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031759753
  • ISBN-13: 9783031759758
  • 相關分類: 大數據 Big-data、Text-mining

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This popular book, updated as a textbook for classroom use, discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management. The book features exercises and code to help readers quickly learn and apply knowledge.

商品描述(中文翻譯)

這本受歡迎的書籍經過更新，作為課堂使用的教科書，討論了文本挖掘及其不同的數據挖掘方式，如何從文本集合中發現隱含知識。作者提供了在 Java 中實現文本挖掘系統的指導方針，以及相關的概念和方法。書籍首先提供詳細的文本預處理技術，然後介紹文本分類的概念、技術、實現和評估。接著進入更高級的主題，包括文本摘要、文本分段、主題映射和自動文本管理。書中還包含練習和代碼，幫助讀者快速學習和應用知識。

作者簡介

Dr. Taeho Jo The author of this book, Taeho Jo, is the founder of the publishing company, Alpha AI Publication, to which the copyright of this book belongs to, and a professor in KENTECH (Korea Institute of Energy Technology). His specialty is artificial intelligence; he got a Bachelor from Korea University, a Master from POSTECH (Pohang University of Science and Technology), and a PhD from University of Ottawa. He has careers in both industrial organizations, Samsung SDS, ETRI (Electronic and Telecommunication Research Institute), and KISTI (Korea Institute of Science and Technology Information) and academic organizations, Inha University, Hongik University, and KENTECH as a professor. He has published more than 260 research papers and 30 books with almost solo-author, awarded three times in Marquis Who's Who in the World, and granted the noble title, Duke, from United Kingdom in 2018. The author of this book, Taeho Jo, has a very strong vision for the future as a pioneer of artificial intelligence; he recently established the international organization, UAIN (United Artificial Intelligence Nation) for propagating AI techniques globally.

作者簡介(中文翻譯)

趙泰浩博士 本書的作者趙泰浩是出版公司Alpha AI Publication的創辦人，本書的版權歸該公司所有。他是韓國能源技術研究院（KENTECH）的教授，專長於人工智慧。他在韓國大學獲得學士學位，在POSTECH（浦項科技大學）獲得碩士學位，並在渥太華大學獲得博士學位。他曾在工業組織如三星SDS、電子與電信研究院（ETRI）及韓國科學技術資訊院（KISTI）工作，也在學術機構如仁荷大學、弘益大學及KENTECH擔任教授。他已發表超過260篇研究論文及30本書籍，幾乎都是單獨作者，並三度獲得《世界名人錄》（Marquis Who's Who in the World）獎項，於2018年獲得英國授予的貴族頭銜公爵。作為人工智慧的先驅，趙泰浩博士對未來有著非常強烈的願景；他最近成立了國際組織UAIN（聯合人工智慧國）以全球推廣人工智慧技術。

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