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 PDF
Preview 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 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, SmartGrids, NonlinearSystems,PowerSystems, Robotics,Social Systems,Economic Systemsandother.Ofparticularvaluetoboththecontributorsandthereadershiparethe shortpublicationtimeframeandtheworld-widedistributionandexposurewhichenable both a wide and rapid dissemination of research output. Theseriescoversthetheory,applications,andperspectivesonthestateoftheartand future developments relevant to systems and networks, decision making, control, complexprocessesandrelatedareas,asembeddedinthefieldsofinterdisciplinaryand applied sciences, engineering, computer science, physics, economics, social, and life sciences,aswellastheparadigmsandmethodologiesbehindthem. ** Indexing: The books of this series are submitted to ISI Proceedings, SCOPUS, Google Scholar and Springerlink ** 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 ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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