Multi-source, Multilingual Information Extraction and Summarization (Theory and Applications of Natural Language Processing)
暫譯: 多來源、多語言資訊擷取與摘要(自然語言處理的理論與應用)

  • 出版商: Springer
  • 出版日期: 2014-09-20
  • 售價: $2,440
  • 貴賓價: 9.5$2,318
  • 語言: 英文
  • 頁數: 344
  • 裝訂: Paperback
  • ISBN: 3642430902
  • ISBN-13: 9783642430909
  • 海外代購書籍(需單獨結帳)

商品描述

Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society.

 

These technologies face particular challenges due to the inherent multi-source nature of the information explosion.  The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events.  There is thus a need to adapt existing techniques and develop new ones to deal with these challenges.

 

This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field.

商品描述(中文翻譯)

資訊擷取(Information Extraction, IE)和文本摘要(Text Summarization, TS)是強大的技術,用於在文本中尋找相關資訊並以精簡的形式呈現給使用者。隨著資訊爆炸的持續發展,IE 和 TS 對於在資訊社會中成功運作變得至關重要。

這些技術面臨特定的挑戰,因為資訊爆炸本質上是多來源的。這些技術現在必須處理的不再是孤立的文本或個別敘述,而是大規模的資料庫和資料流——通常是多種語言——其中包含對特定主題、實體或事件的多種觀點、意見或評論。因此,需要調整現有技術並開發新技術來應對這些挑戰。

本卷包含了一系列論文,展示了多種內容識別和擷取的方法論,以及內容融合和再生的方法。各章節涵蓋了根據所尋求資訊的性質(如名稱與事件)以及來源的性質(如新聞流、圖片標題、科學研究論文等)所面臨的各種挑戰。本卷旨在提供這個非常活躍的研究領域的廣泛且具代表性的研究樣本。

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