Table Of ContentLecture Notes in Networks and Systems 66
Faddoul Khoukhi
Mohamed Bahaj
Mostafa Ezziyyani Editors
Smart Data and
Computational
Intelligence
Proceedings of the International
Conference on Advanced Information
Technology, Services and Systems
(AIT2S-18) Held on October 17–18,
2018 in Mohammedia
Lecture Notes in Networks and Systems
Volume 66
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Systems Research Institute,
Warsaw, Poland
e-mail: [email protected]
Theseries“LectureNotesinNetworksandSystems”publishesthelatestdevelopmentsin
Networks and Systems—quickly, informally and with high quality. Original research
reportedinproceedingsandpost-proceedingsrepresentsthecoreofLNNS.
Volumes published in LNNS embrace all aspects and subfields of, as well as new
challenges in, Networks and Systems.
The series contains proceedings and edited volumes in systems and networks,
spanningtheareasofCyber-PhysicalSystems,AutonomousSystems,SensorNetworks,
ControlSystems,EnergySystems,AutomotiveSystems,BiologicalSystems,Vehicular
NetworkingandConnectedVehicles,AerospaceSystems,Automation,Manufacturing,
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Advisory Board
FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA,Schoolof
Electrical and Computer Engineering—FEEC, University of Campinas—UNICAMP,
São Paulo, Brazil
e-mail: [email protected]
Okyay Kaynak, Department of Electrical and Electronic Engineering, Bogazici University,
Istanbul,Turkey
e-mail: [email protected]
Derong Liu, Department of Electrical and Computer Engineering, University of Illinois at
Chicago, Chicago, USA and Institute of Automation, Chinese Academy of Sciences,
Beijing,China
e-mail: [email protected]
WitoldPedrycz,DepartmentofElectricalandComputerEngineering,UniversityofAlberta,
Alberta, Canada and Systems Research Institute, Polish Academy of Sciences, Warsaw,
Poland
e-mail: [email protected]
Marios M. Polycarpou, KIOS Research Center for Intelligent Systems and Networks,
DepartmentofElectricalandComputerEngineering,UniversityofCyprus,Nicosia,Cyprus
e-mail: [email protected]
Imre J.Rudas, ÓbudaUniversity, BudapestHungary
e-mail: [email protected]
Jun Wang, Department of Computer Science, City University of Hong Kong Kowloon,
Hong Kong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/15179
Faddoul Khoukhi Mohamed Bahaj
(cid:129) (cid:129)
Mostafa Ezziyyani
Editors
Smart Data
and Computational
Intelligence
Proceedings of the International Conference
on Advanced Information Technology,
Services and Systems (AIT2S-18) Held
–
on October 17 18, 2018 in Mohammedia
123
Editors
FaddoulKhoukhi MohamedBahaj
Faculty of Sciences andTechnologies Faculty of Sciences andTechnologies
Mohammedia, Morocco Settat,Morocco
Mostafa Ezziyyani
Faculty of Sciences andTechnologies
Boukhalef Tangier, Morocco
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notesin Networks andSystems
ISBN978-3-030-11913-3 ISBN978-3-030-11914-0 (eBook)
https://doi.org/10.1007/978-3-030-11914-0
LibraryofCongressControlNumber:2018967945
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Preface
The massive introduction of digital technology in all areas of society (Science,
Economy, Army, Health, Finance, Commerce, Education, etc) has radically chan-
ged our ways of thinking, behavior, communication, and work. Advanced infor-
mation technology opens up new opportunities for knowledge creation, education,
andinformationdissemination.Itprofoundlychangesthewaycountriesaroundthe
world manage their business and economic affairs, administer public life, and
design their political commitment. These innovations have becomeessential in the
transformationofourindustry,ourservices,ourhealth,oureducation,ourtourism,
our culture but also the issues of sustainable development, consumption, national
security,andourwholedemocracy;AIT2S-2018istheInternationalConferenceon
AdvancedInformationTechnology,ServicesandSystems.Itisaforumforsharing
knowledge and results in IT theory, methodology, and applications as well as
informationtechnology.Thepurposeofthisconferenceistogatherresearchersand
practitioners from academia and industry to discuss and exchange new ideas,
results, experiences, and work in progress on all aspects of modern information;
engineering concepts, systems, and establishing new collaborations in these areas.
This book collects all papers selectedin the AIT2S-2018 conference and which
are of scientific interest in the areas related to systems, services, and advanced
information technology. These papers represent the work and results of research
conducted by researchers and practitioners from academia and industry.
This book includes new ideas, reflections, and experiences of researchers,
divided into seven areas:
Advances Networking and Sensor Networks: The sensor networks can be
used for various application areas. The objective of this part is to communicate
recent and project advances in sensor networks evolution, opportunities, and
challenges.
AdvancesinSoftwareEngineering:Applicationadvancesindifferentdomains
such as big data, hospital management, aviation, and nuclear power with different
requirements have propelled software development from small batch programs to
large, real-time programs with multimedia capabilities. To cope, software’s
enabling technologies have undergone tremendous improvement in hardware,
v
vi Preface
communications,operatingsystems,compilers,databases,programminglanguages,
anduserinterfaces,amongothers.Theobjectiveofthispartistoknowsomerecent
work in this area very rich in scientific work.
MultimediaSystemsandInformationProcessing:Researchanddevelopment
effortsinmultimediacomputinghaveopenedawiderangeofpotentialapplications
by combining a variety of information sources such as voice graphics, animation
images,audio, and video. Thispart aims tocommunicate the latest techniques and
systems used in the field of multimedia systems and information processing.
E-learning: This part aims to present the latest trends in the field of e-learning
and more particularly the adaptation of a course to the profile of a learner.
Advances Natural Language Processing and Applications: The computing
techniques used in the natural language processing have for vocation the learning,
theunderstanding,andtheproductionofthecontentsinhumanlanguage.Thefirst
researches in linguistics concentrated on the automation of the analysis of the
linguisticstructureofthelanguage,themachinetranslation,thespeechrecognition,
and thesynthesisof theword.The researchers oftoday perfect anduse these tools
inrealapplications,bycreatingsystemsofspokendialogueandtranslationengines,
by exploiting the social media to obtain information on a large number of subject
anddomains.Wepresentsomepaperswhichhandlesomeaspectsofthisdomainin
fast evolution.
IRBigData,IA,andKnowledgeManagement:Knowledgeisthemainwealth
of an organization, and it is considered a capital which has an assessable and
recoverable economic value. The loss of this knowledge or its bad exploitation
leads potentially to a failure of the organization. That’s why the knowledge man-
agement using techniques of the artificial intelligence and big data has emerged in
companies as a major stake.
Intelligent Information Systems and Modeling: The modeling of intelligent
informationsystems hasbecomeaveryexciting topicinthebusiness worldtoday.
Informationisnolongeronlyseenasanoperationalresource,butalsoasastrategic
resource for the company. In this section, we present some papers that raise some
aspects of information systems modeling.
Faddoul Khoukhi
Organization
Organizing Committee
Faddoul Khoukhi FSTM
Mohamed Bahaj FST-Settat
Mostafa Ezziyyani FST Tanger
vii
Contents
Advances Networking and Sensor Networks
A New Architecture for Enhancing the QoS of IPTV Video
Components by Merging the Advantages of LTE and PHB. . . . . . . . . . 3
Mohamed Matoui, Noureddine Moumkine, and Abdellah Adib
A New IPv6 Security Approach for a Local Network . . . . . . . . . . . . . . 17
Ali El Ksimi and Cherkaoui Leghris
Improving IPTV Performance Using IGMP Snooping Protocol. . . . . . . 27
Samiha Moujahid and Mohamed Moughit
Considering the Velocity in the Vertical Handover Network
Selection Strategy. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
Mouad Mansouri and Cherkaoui Leghris
Study of the Impact of Routing on the Performance of IPv4/IPv6
Transition Mechanisms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43
KhalidElKhadiri,OuidadLabouidya,NajibElKamoun,andRachidHilal
Advances in Software Engineering
An Ensemble of Optimal Trees for Software Development
Effort Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55
Zakrani Abdelali, Moutachaouik Hicham, and Namir Abdelwahed
A Multi-objective Model for the Industrial Hazardous Waste
Location-Routing Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
Regragui Hidaya and Mohammed Karim Benhachmi
Review of Ontology Based Approaches for Web Service Discovery . . . . 78
Mourad Fariss, Naoufal El Allali, Hakima Asaidi,
and Mohamed Bellouki
ix
x Contents
An Ontological Representation of ITIL Framework Service Level
Management Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
Abir El Yamami, Khalifa Mansouri, Mohammed Qbadou,
and Elhossein Illoussamen
Multimedia Systems and Information Processing
Robust Watermarking for Medical Image Against Geometric
and Compression Attacks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
Imane Assini, Abdelmajid Badri, Khadija Safi, Aicha Sahel,
and Abdennaceur Baghdad
R Peak Detection Based on Wavelet Transform and Nonlinear
Energy Operator . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
Lahcen El Bouny, Mohammed Khalil, and Abdellah Adib
New Faster R-CNN Neuronal Approach for Face Retrieval. . . . . . . . . . 113
Imane Hachchane, Abdelmajid Badri, Aïcha Sahel, and Yassine Ruichek
AnEfficientLevelSetSpeedFunctionBasedonTemperatureChanges
for Brain Tumor Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi,
and Abdelhadi Raihani
Context-Awareness-Based Adaptive Modal
for Multimedia Documents. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130
Hajar Khallouki, Khaoula Addakiri, and Mohamed Bahaj
E-learning
LMOnto: An Ontology-Based Learner Model for Technology
Enhanced Learning Systems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
Laila Akharraz, Ali El Mezouary, and Zouhir Mahani
Context-Aware that Performs Adaptation in Mobile Learning. . . . . . . . 143
Abdelkarim Aziz and Faddoul Khoukhi
Structuring Areas of Interest in Learning Process as a Gaze
Tracking Indicator. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153
Asmaa Darouich and Faddoul Khoukhi
Advances Natural Language Processing and Applications
Use SMO SVM, LDA for Poet Identification in Arabic Poetry . . . . . . . 161
Alfalahi Ahmed, Ramdani Mohamed, and Bellafkih Mostafa
Automatic Extraction of SBVR Based Business Vocabulary
from Natural Language Business Rules . . . . . . . . . . . . . . . . . . . . . . . . . 170
Abdellatif Haj, Youssef Balouki, and Taoufiq Gadi
