Lecture Notes in Artificial Intelligence

Knowledge-Based Intelligent Information and Engineering Systems

7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Part I

Editors: Palade, Vasile (Ed.)

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About this book

2.1 Text Summarization “Text summarization is the process of distilling the most important information from a source (or sources) to produce an abridged version for a particular user (or users) and task (or tasks)” [3]. Basic and classical articles in text summarization appear in “Advances in automatic text summarization” [3]. A literature survey on information extraction and text summarization is given by Zechner [7]. In general, the process of automatic text summarization is divided into three stages: (1) analysis of the given text, (2) summarization of the text, (3) presentation of the summary in a suitable output form. Titles, abstracts and keywords are the most common summaries in Academic papers. Usually, the title, the abstract and the keywords are the first, second, and third parts of an Academic paper, respectively. The title usually describes the main issue discussed in the study and the abstract presents the reader a short description of the background, the study and its results. A keyword is either a single word (unigram), e.g.: ‘learning', or a collocation, which means a group of two or more words, representing an important concept, e.g.: ‘machine learning', ‘natural language processing'. Retrieving collocations from text was examined by Smadja [5] and automatic extraction of collocations was examined by Kita et al. [1].

Table of contents (196 chapters)

  • Distributed Prediction and Hierarchical Knowledge Discovery by ARTMAP Neural Networks

    Carpenter, Gail A.

    Pages 1-4

  • The Brain’s Cognitive Dynamics: The Link between Learning, Attention, Recognition, and Consciousness

    Grossberg, Stephen

    Pages 5-12

  • Adaptive Data Based Modelling and Estimation with Application to Real Time Vehicular Collision Avoidance

    Harris, Chris J.

    Pages 13-14

  • Creating a Smart Virtual Personality

    Magnenat-Thalmann, Nadia

    Pages 15-16

  • Intelligent Navigation on the Mobile Internet

    Smyth, Barry

    Pages 17-18

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-540-45224-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-540-40803-1
  • Free shipping for individuals worldwide
  • This title is currently reprinting. You can pre-order your copy now.
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Bibliographic Information

Bibliographic Information
Book Title
Knowledge-Based Intelligent Information and Engineering Systems
Book Subtitle
7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Part I
Editors
  • Vasile Palade
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2773
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45224-9
DOI
10.1007/978-3-540-45224-9
Softcover ISBN
978-3-540-40803-1
Edition Number
1
Number of Pages
CII, 1476
Topics