Automatic Indexing and Abstracting of Document Texts
summarizes the latest techniques of automatic indexing and
abstracting, and the results of their application. It also places the
techniques in the context of the study of text, manual indexing and
abstracting, and the use of the indexing descriptions and abstracts in
systems that select documents or information from large collections.
Important sections of the book consider the development of new
techniques for indexing and abstracting. The techniques involve the
following: using text grammars, learning of the themes of the texts
including the identification of representative sentences or paragraphs
by means of adequate cluster algorithms, and learning of
classification patterns of texts. In addition, the book is an attempt
to illuminate new avenues for future research.
Automatic Indexing and Abstracting of Document Texts is an
excellent reference for researchers and professionals working in the
field of content management and information retrieval.
By:
Marie-Francine Moens Imprint: Springer-Verlag New York Inc. Country of Publication: United States [Currently unable to ship to USA: see Shipping Info] Edition: 2002 ed. Volume: 6 Dimensions:
Height: 235mm,
Width: 155mm,
Spine: 15mm
Weight: 438g ISBN:9781475773750 ISBN 10: 1475773757 Series:The Information Retrieval Series Pages: 266 Publication Date:12 March 2013 Audience:
Professional and scholarly
,
Undergraduate
Format:Paperback Publisher's Status: Active
The Indexing and Abstracting Environment.- The Need for Indexing and Abstracting Texts.- The Attributes of Text.- Text Representations and Their Use.- Methods of Automatic Indexing and Abstracting.- Automatic Indexing: The Selection of Natural Language Index Terms.- Automatic Indexing: The Assignment of Controlled Language Index Terms.- Automatic Abstracting: The Creation of Text Summaries.- Applications.- Text Structuring and Categorization When Summarizing Legal Cases.- Clustering of Paragraphs When Summarizing Legal Cases.- The Creation of Highlight Abstracts of Magazine Articles.- The Assignment of Subject Descriptors to Magazine Articles.