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Keyword Extraction Using Swarm Intelligence Techniques

Language EnglishEnglish
Book Paperback
Book Keyword Extraction Using Swarm Intelligence Techniques J. I. Sheeba
Libristo code: 15980070
Publishers LAP Lambert Academic Publishing, November 2016
Without formal structure data are those that have no prearranged form or structure and are full of t... Full description
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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 book

Full name Keyword Extraction Using Swarm Intelligence Techniques
Author J. I. Sheeba, Pradeep Devaneyan S
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 64
EAN 9783330037465
Libristo code 15980070
Publishers LAP Lambert Academic Publishing
Weight 113
Dimensions 150 x 220 x 4

Categories

Computing & Information Technology > Information technology: general issues > Internet: general works
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