Keyword Extraction Using Swarm Intelligence Techniques - Softcover

Sheeba, J. I.; S, Pradeep Devaneyan

 
9783330037465: Keyword Extraction Using Swarm Intelligence Techniques
Softcover
ISBN 10: 3330037466 ISBN 13: 9783330037465
Publisher: LAP LAMBERT Academic Publishing, 2017

Synopsis

Without formal structure data are those that have no prearranged form or structure and are full of textual data. Typical unstructured systems include emails, reports, telephone or messaging conversations, etc. The main goal of this work is to extract the keywords from a conversation using Swarm Intelligence (SI) techniques. Keywords are grouped together under their classification and then suggested to the user. In proposed work, by using crisscross searching techniques, keywords are easy to search and provide some important top keywords. Separate algorithms are used for searching and clustering. Firefly algorithm is used for clustering to identify similar related keywords. Finally the results show that SI techniques have a better effect and convergence performance compared with existing diverse keyword extraction technique.

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About the Author

J.I.Sheeba, Ph.D in Computer Science and Engineering,from Pondicherry University. Presently she is working as an Assistant Professor in Department of Computer Science and Engineering, Pondicherry Engineering College. Her research interests include Data mining and Soft Computing. She is having more than 13 years of teaching experience.

"About this title" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2017
Language
English
ISBN 10 
3330037466
ISBN 13 
9783330037465
Binding
Paperback
Number of pages
64