Graph-based Natural Language Processing and Information Retrieval
eBook - PDF

Graph-based Natural Language Processing and Information Retrieval

Rada Mihalcea,Dragomir Radev

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eBook - PDF

Graph-based Natural Language Processing and Information Retrieval

Rada Mihalcea,Dragomir Radev

Book details
Table of contents
Citations

About This Book

Graph theory and the fields of natural language processing and information retrieval are well-studied disciplines. Traditionally, these areas have been perceived as distinct, with different algorithms, different applications and different potential end-users. However, recent research has shown that these disciplines are intimately connected, with a large variety of natural language processing and information retrieval applications finding efficient solutions within graph-theoretical frameworks. This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval. It brings together topics as diverse as lexical semantics, text summarization, text mining, ontology construction, text classification and information retrieval, which are connected by the common underlying theme of the use of graph-theoretical methods for text and information processing tasks. Readers will come away with a firm understanding of the major methods and applications in natural language processing and information retrieval that rely on graph-based representations and algorithms.

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Information

Publisher
Cambridge University Press
Year
2011
ISBN
9781139064491
Topic
Informatik
Subtopic
Natürliche Sprachverarbeitung

Table of contents

Citation styles for Graph-based Natural Language Processing and Information Retrieval

APA 6 Citation

Mihalcea, R., & Radev, D. (2011). Graph-based Natural Language Processing and Information Retrieval ([edition unavailable]). Cambridge University Press. Retrieved from https://www.perlego.com/book/4223769 (Original work published 2011)

Chicago Citation

Mihalcea, Rada, and Dragomir Radev. (2011) 2011. Graph-Based Natural Language Processing and Information Retrieval. [Edition unavailable]. Cambridge University Press. https://www.perlego.com/book/4223769.

Harvard Citation

Mihalcea, R. and Radev, D. (2011) Graph-based Natural Language Processing and Information Retrieval. [edition unavailable]. Cambridge University Press. Available at: https://www.perlego.com/book/4223769 (Accessed: 16 June 2024).

MLA 7 Citation

Mihalcea, Rada, and Dragomir Radev. Graph-Based Natural Language Processing and Information Retrieval. [edition unavailable]. Cambridge University Press, 2011. Web. 16 June 2024.