The Answer Machine (Synthesis Lectures on Information Concepts, Retrieval, and Services)
暫譯: 答案機器(資訊概念、檢索與服務的綜合講座)

Susan Feldman

  • 出版商: Morgan & Claypool
  • 出版日期: 2013-01-15
  • 售價: $1,600
  • 貴賓價: 9.5$1,520
  • 語言: 英文
  • 頁數: 137
  • 裝訂: Printed Access Code
  • ISBN: 1608459357
  • ISBN-13: 9781608459353
  • 海外代購書籍(需單獨結帳)

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商品描述

The Answer Machine is a practical, non-technical guide to the technologies behind information seeking and analysis. It introduces search and content analytics to software buyers, knowledge managers, and searchers who want to understand and design effective online environments. The book describes how search evolved from an expert-only to an end user tool. It provides an overview of search engines, categorization and clustering, natural language processing, content analytics, and visualization technologies. Detailed profiles for Web search, eCommerce search, eDiscovery, and enterprise search contrast the types of users, uses, tasks, technologies, and interaction designs for each. These variables shape each application, although the underlying technologies are the same. Types of information tasks and the trade-offs between precision and recall, time, volume and precision, and privacy vs. personalization are discussed within this context. The book examines trends toward convenient, context-aware computing, big data and analytics technologies, conversational systems, and answer machines. The Answer Machine explores IBM Watson's DeepQA technology and describes how it is used to answer health care and Jeopardy questions. The book concludes by discussing the implications of these advances: how they will change the way we run our businesses, practice medicine, govern, or conduct our lives in the digital age.

Table of Contents: Introduction / The Query Process and Barriers to Finding Information Online / Online Search: An Evolution / Search and Discovery Technologies: An Overview / Information Access: A Spectrum of Needs and Uses / Future Tense: The Next Era in Information Access and Discovery / Answer Machines

商品描述(中文翻譯)

《答案機器》是一本實用的非技術性指南,介紹了信息搜尋和分析背後的技術。它向軟體購買者、知識管理者和希望理解並設計有效線上環境的搜尋者介紹了搜尋和內容分析。本書描述了搜尋如何從僅限專家的工具演變為最終用戶的工具。它提供了搜尋引擎、分類和聚類、自然語言處理、內容分析和可視化技術的概述。針對網路搜尋、電子商務搜尋、電子發現和企業搜尋的詳細概述,對比了每種情況下的用戶類型、用途、任務、技術和互動設計。這些變數塑造了每個應用,儘管底層技術是相同的。在這個背景下,討論了信息任務的類型以及精確度與召回率、時間、數量與精確度、隱私與個性化之間的權衡。本書探討了便捷的上下文感知計算、大數據和分析技術、對話系統和答案機器的趨勢。《答案機器》深入探討了IBM Watson的DeepQA技術,並描述了它如何用於回答醫療保健和《危險邊緣》問題。本書最後討論了這些進展的影響:它們將如何改變我們在數位時代經營業務、行醫、治理或生活的方式。

目錄:
引言 / 查詢過程及在線尋找信息的障礙 / 在線搜尋:一個演變 / 搜尋與發現技術:概述 / 信息訪問:需求與用途的光譜 / 未來時態:信息訪問與發現的下一個時代 / 答案機器