Format:
1 Online-Ressource (xix, 176 Seiten)
ISBN:
9789811699955
Series Statement:
Studies in Big Data volume 104
Content:
Part A -- Chapter 1. Graph theory basics -- Chapter 2. Graph Algorithms -- Chapter 3. Networks using graph -- Part B -- Chapter 4. Information retrieval -- Chapter 5. Text document preprocessing using graph theory -- Chapter 6. Text analytics using graph theory -- Chapter 7. Knowledge graph -- Part C -- Chapter 8. Emerging Applications and development -- Chapter 9. Conclusion and future scope.
Content:
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.
Additional Edition:
ISBN 9789811699948
Additional Edition:
ISBN 9789811699979
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9789811699948
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9789811699962
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9789811699979
Additional Edition:
Erscheint auch als Druck-Ausgabe Sonawane, Sheetal S. Information retrieval and natural language processing Singapore : Springer Nature, 2022 ISBN 9789811699948
Language:
English
DOI:
10.1007/978-981-16-9995-5
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