With the rapid growth of the World Wide Web, more and more information is available and accessible online and information overload becomes a big problem for users. Automatic text summarization is regarded as a solution for reducing information overload and helping users scan a large number of documents to identify documents of interest. It is an important function that should be available in digital library systems and other information retrieval systems. This book focuses on the development and evaluation of a new method for automatic summarization of a set of research abstracts in the context of building a digital library of research articles. It also provides an introduction to text summarization, reviews various approaches which have been used for single-document and multi-document summarization, and outlines the principle trends of the area. This book is useful to students, researchers and practitioners interested in text summarization and digital libraries both as a learning text and as a reference book, or anyone else who wants to obtain a clear overview of text summarization.
With the rapid growth of the World Wide Web, more and more information is available and accessible online and information overload becomes a big problem for users. Automatic text summarization is regarded as a solution for reducing information overload and helping users scan a large number of documents to identify documents of interest. It is an important function that should be available in digital library systems and other information retrieval systems. This book focuses on the development and evaluation of a new method for automatic summarization of a set of research abstracts in the context of building a digital library of research articles. It also provides an introduction to text summarization, reviews various approaches which have been used for single-document and multi-document summarization, and outlines the principle trends of the area. This book is useful to students, researchers and practitioners interested in text summarization and digital libraries both as a learning text and as a reference book, or anyone else who wants to obtain a clear overview of text summarization.
Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been...
The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using computational...
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