Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management

455 Pages·2017·29.591 MB·English

by  Reda Mohamed Hamou (editor)

Handbook of Research on
Biomimicry in Information
Retrieval and Knowledge
Management
Reda Mohamed Hamou
Dr. Tahar Moulay University of Saida, Algeria
A volume in the Advances in Web Technologies
and Engineering (AWTE) Book Series
Published in the United States of America by
IGI Global
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Library of Congress Cataloging-in-Publication Data
Names: Hamou, Reda Mohamed, 1967- editor.
Title: Handbook of research on biomimicry in information retrieval and
knowledge management / Reda Mohamed Hamou, editor.
Description: Hershey, PA : Engineering Science Reference, [2018] | Includes
bibliographical references.
Identifiers: LCCN 2017013839| ISBN 9781522530046 (hardcover) | ISBN
9781522530053 (ebook)
Subjects: LCSH: Data mining--Handbooks, manuals, etc. | Information
technology--Handbooks, manuals, etc. | Big data--Handbooks, manuals, etc.
| Knowledge management--Handbooks, manuals, etc. |
Bioinformatics--Handbooks, manuals, etc. | Machine learning--Handbooks,
manuals, etc. | Information storage and retrieval systems--Handbooks,
manuals, etc.
Classification: LCC QA76.9.D343 H397 2018 | DDC 006.3/12--dc23 LC record available at https://lccn.loc.
gov/2017013839

This book is published in the IGI Global book series Advances in Web Technologies and Engineering (AWTE) (ISSN:
2328-2762; eISSN: 2328-2754)
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A Cataloguing in Publication record for this book is available from the British Library.
All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the
authors, but not necessarily of the publisher.
For electronic access to this publication, please contact: [email protected].
Advances in Web Technologies and
Engineering (AWTE) Book Series
Ghazi I. Alkhatib
The Hashemite University, Jordan
David C. Rine
George Mason University, USA
ISSN:2328-2762
EISSN:2328-2754
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The Advances in Web Technologies and Engineering (AWTE) Book Series aims to provide a platform for re-
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by a variety of new information technologies, many are Web based. These new technologies are capitalizing on the
widespread use of network and communication technologies for seamless integration of various issues in informa-
tion and knowledge sharing within and among organizations. This emphasis on integrated approaches is unique to
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The Advances in Web Technologies and Engineering (AWTE) Book Series seeks to create a stage where
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Coverage
• Metrics-based performance measurement of IT-based and
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Titles in this Series
For a list of additional titles in this series, please visit: www.igi-global.com/book-series
Novel Design and the Applications of Smart-M3 Platform in the Internet of Things Emerging Research and Op-
portunities
Dmitry Korzun (Petrozavodsk State University (PetrSU), Russia) Alexey Kashevnik (St. Petersburg Institute for
Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russia & ITMO University, Rus-
sia) and Sergey Balandin (FRUCT Oy, Finland & St. Petersburg State University of Aerospace Instrumentation
(SUAI), Russia)
Information Science Reference • copyright 2018 • 150pp • H/C (ISBN: 9781522526537) • US $145.00 (our price)
Developing Metadata Application Profiles
Mariana Curado Malta (Polytechnic of Oporto, Portugal & Algoritmi Center, University of Minho, Portugal) Ana
Alice Baptista (Algoritmi Center, University of Minho, Portugal) and Paul Walk (University of Edinburgh, UK)
Information Science Reference • copyright 2017 • 248pp • H/C (ISBN: 9781522522218) • US $170.00 (our price)
Game Theory Solutions for the Internet of Things Emerging Research and Opportunities
Sungwook Kim (Sogang University, South Korea)
Information Science Reference • copyright 2017 • 221pp • H/C (ISBN: 9781522519522) • US $130.00 (our price)
Design Solutions for Improving Website Quality and Effectiveness
G. Sreedhar (Rashtriya Sanskrit Vidyapeetha (Deemed University), India)
Information Science Reference • copyright 2016 • 423pp • H/C (ISBN: 9781466697645) • US $220.00 (our price)
Handbook of Research on Redesigning the Future of Internet Architectures
Mohamed Boucadair (France Télécom, France) and Christian Jacquenet (France Télécom, France)
Information Science Reference • copyright 2015 • 621pp • H/C (ISBN: 9781466683716) • US $345.00 (our price)
Artificial Intelligence Technologies and the Evolution of Web 3.0
Tomayess Issa (Curtin University, Australia) and Pedro Isaías (Universidade Aberta (Portuguese Open University),
Portugal)
Information Science Reference • copyright 2015 • 422pp • H/C (ISBN: 9781466681477) • US $225.00 (our price)
Frameworks, Methodologies, and Tools for Developing Rich Internet Applications
Giner Alor-Hernández (Instituto Tecnológico de Orizaba, Mexico) Viviana Yarel Rosales-Morales (Instituto
Tecnológico de Orizaba, Mexico) and Luis Omar Colombo-Mendoza (Instituto Tecnológico de Orizaba, Mexico)
Information Science Reference • copyright 2015 • 349pp • H/C (ISBN: 9781466664371) • US $195.00 (our price)
701 East Chocolate Avenue, Hershey, PA 17033, USA
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Editorial Advisory Board
AbdelmalekAmine,Dr. Tahar Moulay University of Saida, Algeria
ZakariaElBerrichi,Djillali Liabes University of Sidi Bel Abbes, Algeria
AbdelatifRahmoun,Djillali Liabes University of Sidi Bel Abbes, Algeria
ChikhiSalim,Abdelhamid Mehri University of Constantine 2, Algeria
MohamedBenslimaneSidi,University of Sidi-Bel-Abbes, Algeria

List of Contributors
Amine, Abdelmalek /Dr. Tahar Moulay University of Saida, Algeria............................................251
Bansal, Shonak /PEC University of Technology, India................................................................1,175
Belkadi, Khaled /Oran University of Science and Technology – Mohamed Boudiaf, Algeria...78,372
Bendaoud, Zakaria /University of Saida, Algeria....................................................................120,339
Bouamrane, Karim /University of Oran, Algeria...........................................................................120
Bouarara, Hadj Ahmed/Dr. Tahar Moulay University of Saida, Algeria......................................103
Boudia, Mohamed Amine/Dr. Tahar Moulay University of Saida, Algeria.........................26,38,276
Chatterjee, Ayan /Sarboday Public Academy, India.......................................................................212
Domnic, S. /National Institute of Technology Tiruchirappalli, India.................................................90
Glory, V. /Periyar University, India...................................................................................................90
Guendouz, Mohamed /Dr. Moulay Tahar University of Saida, Algeria.........................................133
Hamou, Reda Mohamed/Dr. Moulay Tahar University of Saida, Algeria.....................................154
Kabli, Fatima /Dr. Tahar Moulay University of Saida, Algeria......................................................303
Karim, Bouamrane /University of Oran, Algeria...........................................................................339
Kasemsap, Kijpokin /Suan Sunandha Rajabhat University, Thailand...........................................351
Khadidja, Yachba /University of Oran, Algeria..............................................................................339
Lokbani, Ahmed Chaouki/Dr. Tahar Moulay University of Saida, Algeria....................................26
Meddah, Ishak H. A./Oran University of Science and Technology – Mohamed Boudiaf,
Algeria.....................................................................................................................................78,372
Menad, Hanane /Dr. Tahar Moulay University Saida, Algeria.......................................................251
Norreddine, Mekour /Dr. Tahar Moulay University of Saida, Algeria.............................................66
Patel, Dharmendra Trikamlal/Charotar University of Science and Technology, India................321
Rahmani, Amine /Dr. Tahar Moulay University of Saida, Algeria...................................................38
Rahmani, Mohamed Elhadi/Dr. Tahar Moulay University of Saida, Algeria..........................38,225
Rong, Mahendra /Bangabasi Evening College, India.....................................................................212
Sharma, Kuldeep /PEC University of Technology, India....................................................................1
Yachba, Khedidja /University Center of Relizane, Algeria.............................................................120


Table of Contents
Foreword...........................................................................................................................................xviii
Preface.................................................................................................................................................xix
Acknowledgment...............................................................................................................................xxv
Chapter 1
Nature-Inspired-BasedModifiedMulti-ObjectiveBB-BCAlgorithmtoFindNear-OGRsfor
OpticalWDMSystemsandItsPerformanceComparison.....................................................................1
Shonak Bansal, PEC University of Technology, India
Kuldeep Sharma, PEC University of Technology, India
Chapter 2
ANewMeta-HeuristicsforIntrusionDetectionSystembyScenarioInspiredFromtheProtection
SystemofSocialBees...........................................................................................................................26
Ahmed Chaouki Lokbani, Dr. Tahar Moulay University of Saida, Algeria
Mohamed Amine Boudia, Dr. Tahar Moulay University of Saida, Algeria
Chapter 3
ComparativeStudyBetweenaSwarmIntelligenceforDetectionandFilteringofSPAM:Social
Beesvs.InspirationFromtheHumanRenal........................................................................................38
Mohamed Amine Boudia, Dr. Tahar Moulay University of Saida, Algeria
Mohamed Elhadi Rahmani, Dr. Tahar Moulay University of Saida, Algeria
Amine Rahmani, Dr. Tahar Moulay University of Saida, Algeria
Chapter 4
MethodsforGeneSelectionandClassificationofMicroarrayDataset................................................66
Mekour Norreddine, Dr. Tahar Moulay University of Saida, Algeria
Chapter 5
MiningPatternsUsingBusinessProcessManagement........................................................................78
Ishak H. A. Meddah, Oran University of Science and Technology – Mohamed Boudiaf,
Algeria
Khaled Belkadi, Oran University of Science and Technology – Mohamed Boudiaf, Algeria


Chapter 6
NewFastPFORforInvertedFileCompression....................................................................................90
V. Glory, Periyar University, India
S. Domnic, National Institute of Technology Tiruchirappalli, India
Chapter 7
Multi-AgentsMachineLearning(MML)SystemforPlagiarismDetection.......................................103
Hadj Ahmed Bouarara, Dr. Tahar Moulay University of Saida, Algeria
Chapter 8
ATechniqueforResolutionoftheAssignmentProblemContainersinaContainerTerminal..........120
Khedidja Yachba, University Center of Relizane, Algeria
Zakaria Bendaoud, University of Saida, Algeria
Karim Bouamrane, University of Oran, Algeria
Chapter 9
ADiscreteBlackHoleOptimizationAlgorithmforEfficientCommunityDetectioninSocial
Networks.............................................................................................................................................133
Mohamed Guendouz, Dr. Moulay Tahar University of Saida, Algeria
Chapter 10
TheAutomaticDetectionofDiabetesBasedonSwarmofFish........................................................154
Reda Mohamed Hamou, Dr. Moulay Tahar University of Saida, Algeria
Chapter 11
Nature-Inspired-BasedMulti-ObjectiveHybridAlgorithmstoFindNear-OGRsforOpticalWDM
SystemsandTheirComparison..........................................................................................................175
Shonak Bansal, PEC University of Technology, India
Chapter 12
ASurveyonDifferentDigitalAuthenticationSystemsUsingFuzzyLogic......................................212
Ayan Chatterjee, Sarboday Public Academy, India
Mahendra Rong, Bangabasi Evening College, India
Chapter 13
Bio-InspiredAlgorithmsforEcosystemDataAnalysis......................................................................225
Mohamed Elhadi Rahmani, Dr. Tahar Moulay University of Saida, Algeria
Chapter 14
Bio-InspiredAlgorithmsforMedicalDataAnalysis..........................................................................251
Hanane Menad, Dr. Tahar Moulay University Saida, Algeria
Abdelmalek Amine, Dr. Tahar Moulay University of Saida, Algeria

Chapter 15
ComparativeStudyBetweenTwoSwarmIntelligenceAutomaticTextSummaries:SocialSpiders
vs.SocialBees....................................................................................................................................276
Mohamed Amine Boudia, Dr. Tahar Moulay University of Saida, Algeria
Chapter 16
ComplexBiologicalDataMiningandKnowledgeDiscovery............................................................303
Fatima Kabli, Dr. Tahar Moulay University of Saida, Algeria
Chapter 17
BigDataAnalyticsinBioinformatics.................................................................................................321
Dharmendra Trikamlal Patel, Charotar University of Science and Technology, India
Chapter 18
MultimodalInformationSystems.......................................................................................................339
Zakaria Bendaoud, University of Saida, Algeria
Yachba Khadidja, University of Oran, Algeria
Bouamrane Karim, University of Oran, Algeria
Chapter 19
Brain-MachineInterfaces:AdvancedIssuesandApproaches............................................................351
Kijpokin Kasemsap, Suan Sunandha Rajabhat University, Thailand
Chapter 20
EfficientImplementationofHadoopMapReduce-BasedDataflow....................................................372
Ishak H. A. Meddah, Oran University of Science and Technology – Mohamed Boudiaf,
Algeria
Khaled Belkadi, Oran University of Science and Technology – Mohamed Boudiaf, Algeria
Compilation of References...............................................................................................................386
About the Contributors....................................................................................................................423
Index...................................................................................................................................................427