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Information Retrieval and Natural Language Processing : A Graph Theory Approach (Studies in Big Data)

By: Archana S. Ghotkar (Author) , Parikshit N. Mahalle (Author) , Sheetal S. Sonawane (Author)

Extended Catalogue

Ksh 25,100.00

Format: Paperback or Softback

ISBN-10: 9811699976

ISBN-13: 9789811699979

Collection / Series: Studies in Big Data

Collection Type: Publisher collection

Edition statement: 2022 ed.

Publisher: Springer Verlag, Singapore

Imprint: Springer Verlag, Singapore

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Feb 24th, 2023

Publication Status: Active

Product extent: 176 Pages

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  • Description

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This book gives a comprehensive view of graph theory in informational retrieval (IR) and natural language processing(NLP). The first part gives graph theory basics and graph networks, and the second part provides basics of IR with graph-based information retrieval.

This book gives a comprehensive view of graph theory in informational retrieval (IR) and natural language processing(NLP). This book provides number of graph techniques for IR and NLP applications with examples. It also provides understanding of graph theory basics, graph algorithms and networks using graph. The book is divided into three parts and contains nine chapters. The first part gives graph theory basics and graph networks, and the second part provides basics of IR with graph-based information retrieval. The third part covers IR and NLP recent and emerging applications with case studies using graph theory.

This book is unique in its way as it provides a strong foundation to a beginner in applying mathematical structure graph for IR and NLP applications. All technical details that include tools and technologies used for graph algorithms and implementation in Information Retrieval and Natural Language Processing with its future scope are explained in a clear and organized format.



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