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Smart Innovation, Systems and Technologies 324 Chakchai So-In Narendra D. Londhe Nityesh Bhatt Meelis Kitsing Editors Information Systems for Intelligent Systems Proceedings of ISBM 2022 123 Smart Innovation, Systems and Technologies Volume 324 SeriesEditors RobertJ.Howlett,BournemouthUniversityandKESInternational, Shoreham-by-Sea,UK LakhmiC.Jain,KESInternational,Shoreham-by-Sea,UK TheSmartInnovation,SystemsandTechnologiesbookseriesencompassesthetopics ofknowledge,intelligence,innovationandsustainability.Theaimoftheseriesisto makeavailableaplatformforthepublicationofbooksonallaspectsofsingleand multi-disciplinaryresearchonthesethemesinordertomakethelatestresultsavail- ableinareadily-accessibleform.Volumesoninterdisciplinaryresearchcombining twoormoreoftheseareasisparticularlysought. Theseriescoverssystemsandparadigmsthatemployknowledgeandintelligence inabroadsense.Itsscopeissystemshavingembeddedknowledgeandintelligence, whichmaybeappliedtothesolutionofworldproblemsinindustry,theenvironment andthecommunity.Italsofocussesontheknowledge-transfermethodologiesand innovation strategies employed to make this happen effectively. The combination of intelligent systems tools and a broad range of applications introduces a need forasynergyofdisciplinesfromscience,technology,businessandthehumanities. The series will include conference proceedings, edited collections, monographs, handbooks,referencebooks,andotherrelevanttypesofbookinareasofscienceand technologywheresmartsystemsandtechnologiescanofferinnovativesolutions. Highqualitycontentisanessentialfeatureforallbookproposalsacceptedforthe series.Itisexpectedthateditorsofallacceptedvolumeswillensurethatcontributions aresubjectedtoanappropriatelevelofreviewingprocessandadheretoKESquality principles. Indexed by SCOPUS, EI Compendex, INSPEC, WTI Frankfurt eG, zbMATH, JapaneseScienceandTechnologyAgency(JST),SCImago,DBLP. AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. · · Chakchai So-In Narendra D. Londhe · Nityesh Bhatt Meelis Kitsing Editors Information Systems for Intelligent Systems Proceedings of ISBM 2022 Editors ChakchaiSo-In NarendraD.Londhe KhonKaenUniversity NationalInstituteofTechnology KhonKaen,Thailand Raipur,Chhattisgarh,India NityeshBhatt MeelisKitsing NirmaUniversity EstonianBusinessSchool Ahmedabad,Gujarat,India Tallinn,Estonia ISSN 2190-3018 ISSN 2190-3026 (electronic) SmartInnovation,SystemsandTechnologies ISBN 978-981-19-7446-5 ISBN 978-981-19-7447-2 (eBook) https://doi.org/10.1007/978-981-19-7447-2 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface ThefirstseriesofWorldConferenceonInformationSystemsforBusinessManage- mentISBM2022isanextensiontoourICT4SDconferenceserieswhichisnowin 7thEdition. ThefirsteditionofISBMconferencewillserveapotentialtofocusontheavenues and issues related to governance involved with information systems and business managementindifferentformsandwouldbeattractedbydelegatesfrommorethan 50 nations which will present their latest research and its practical implications forbusiness,society,academia,andgovernance.Itwillbeanexcellentplatformto deliberateuponglobalthemesanddimensionsofInformationManagement. TheconferencewillbeheldonSeptember8–9,2022,atPhysicalatHotelNovotel BangkokSiamSquare.Bangkok,Thailand,anddigitallyviaZoom.Theconferenceis organizedbyGlobalKnowledgeResearchFoundation,SupportingPartnerSpringer, SpringerNature,InterYIT,InternationalFederationforInformationProcessing,and KnowledgeChamberofCommerceandIndustry. Researchsubmissionsinvariousadvancedtechnologyareaswerereceived,and afterarigorouspeer-reviewprocesswiththehelpofprogramcommitteemembers and78externalreviewersfor357+papersfrom17differentcountriesoutofwhich57 wereaccepted.Thesewillbepresentedinnineparallelsessionsintwodaysorganized physicallyandvirtuallyincludingtwoinauguralandfourkeynotesessions. The conference is anticipated to attract a large number of high-quality submis- sions and stimulate the cutting-edge research discussions among many strategists, managers,academicpioneeringresearchers,scientists,industrialengineers,students, directors, scientists, lawyers, policy experts, and information technology profes- sionals from all around the world and provide a forum to discuss more on the theme. Proposenewtechnologies,sharetheirexperiences,anddiscussfuturesolutionsfor designinfrastructure.Discussnewcasestudieswhichhaven’tcomeacross,sharetheir experiences,anddiscussfutureimpactsandpossiblesolutionsforGoodTechnology Governance. Support and share greater and more impactful recommendation for GlobalGOODGovernancePolicies. v vi Preface Provideacommonplatformforacademicpioneeringresearchers,scientists,engi- neers, managers, and students to share their views and achievements. Enrich tech- nocrats,managementprofessionals,andacademiciansbypresentingtheirinnovative andconstructiveideas.Focusoninnovativeissuesatinternationallevelbybringing togethertheexpertsfromdifferentcountries. KhonKaen,Thailand ChakchaiSo-In Raipur,India NarendraD.Londhe Ahmedabad,India NityeshBhatt Tallinn,Estonia MeelisKitsing Contents 1 SocialMediaasCommunication–TransformationTools ........... 1 WaralakV.Siricharoen 2 Bidirectional DC–DC Converter-Based Energy Storage SystemMethodforElectricVehicles ............................ 13 AdityaAniruddhaTipreandManishaIngle 3 DesignofSmartIrrigationSysteminSoneCommandArea BiharforPaddyCrop ......................................... 25 Md.MasoodAhmadandMd.TanwirUddinHaider 4 AFootsteptoImageDeconvolutionTechniquefortheBoth KnownandUnknownBlurParameter .......................... 37 RikitaChokshi,HarshilJoshi,andMohiniDarji 5 SecuredMonitoringofUnauthorizedUAVbySurveillance DroneUsingNS2 .............................................. 47 PritiMandal,LakshiProsadRoy,andSantosKumarDas 6 Design and Implementation of Machine Learning-Based HybridModelforFaceRecognitionSystem ...................... 59 RameshChandraPoonia,DebabrataSamanta,andP.Prabu 7 Taxonomy for Classification of Cloud Service (Paas) Interoperability ............................................... 69 ZameerAhmedAdhoniandN.DayanandLal 8 FormScanner&Decoder ...................................... 77 SharmilaSengupta,HarishKumar,AnshalPrasad,NinadRane, andNilayTamane 9 IntrusionDetectionUsingFeed-ForwardNeuralNetwork ......... 89 AnshumaanMishraandVigneshwaranPandi vii viii Contents 10 Design and Development of Smart Waste Management AutomaticBin ................................................ 105 VipinBondre,KunalTajne,SampadaGhode,RithikGondralwar, PrajaktaSatpute,andSanketRamteke 11 ADigitalSocio-TechnicalInnovationtoBridgeRural–Urban EducationDivide:ASocialEntrepreneurialPerspective .......... 117 SomprakashBandyopadhyay,ArinaBardhan,PriyadarshiniDey, andJayantaBasak 12 RobustPlantLeavesDiseasesClassificationUsingEfficientNet andResidualBlock ............................................ 127 VinhDinhNguyen, NgocPhuongNgo, QuynhNgocLe, andNarayanC.Debnath 13 Breast Cancer Classification Model Using Principal ComponentAnalysisandDeepNeuralNetwork .................. 137 M.Sindhuja,S.Poonkuzhali,andP.Vigneshwaran 14 A Novel Hierarchical Face Recognition Method Based ontheGeometricalFaceFeaturesandConvolutionalNeural NetworkwithaNewLayerArrangement ........................ 151 SorooshParsaiandMajidAhmadi 15 Contextual Academic Achievement Analysis Affected by COVID-19 Pandemic of Higher Education Learners inThailandUsingMachineLearningTechniques ................. 163 KanakarnPhanniphong, WongpanyaS.Nuankaew, DirekTeeraputhon,andPratyaNuankaew 16 Medical Records Sharing System Based on Blockchain: ACaseStudyinVietnam ...................................... 179 AnCongTran,LongPhiLam,andHaiThanhNguyen 17 AnEfficientDetectionandClassificationofSarcasticbyUsing CNNModel ................................................... 189 SummiaParveen,S.Saradha,andN.Krishnaraj 18 InternetofThingsSecurityandPrivacyPolicy:Indonesia Landscape .................................................... 201 SidikPrabowo,MamanAbdurohman,andHilalHudanNuha 19 Fluctuating Small Data Imputation with Lagrange InterpolationBased ........................................... 211 IkkeDianOktaviani,MamanAbdurohman,andBayuErfianto Contents ix 20 ShuffleSplit-EditedNearestNeighbor:ANovelIntelligent Control Model Compression for Smart Lighting in Edge ComputingEnvironment ....................................... 219 AjiGautamaPutrada, MamanAbdurohman, DoanPerdana, andHilalHudanNuha 21 Intelligent Remote Online Proctoring in Learning ManagementSystems .......................................... 229 MuhammadAriefNugroho, MamanAbdurohman, SidikPrabowo,IisKurniaNurhayati,andAchmadRizal 22 Analysis of Crop Yield Prediction Using Random Forest RegressionModel ............................................. 239 N.Prasath,J.Sreemathy,N.Krishnaraj,andP.Vigneshwaran 23 MusicGenreClassificationUsingFederatedLearning ............ 251 LakshyaGupta, GowriNamrathaMeedinti, AnannyaPopat, andBoominathanPerumal 24 PerceptionMappingofInternetofThingsinAugmenting Agroforestry:APreliminaryExploration ........................ 263 DavidLalrochunga,AdikandaParida,andShibabrataChoudhury 25 StudentPlacementAnalyserandPredictorUsingMachine LearningandDataAnalytics ................................... 271 RushabhJangada, AnushkaKulkarni, ShwetaBarge, andVrushaliLad 26 DifferenceEquations,StationaryandNon-stationaryDiscrete SystemsinBlockCiphers ...................................... 281 RuslanSkuratovskiiandAledWilliams 27 Promotion of Sustainable Entrepreneurship Through ExecutiveMBAEducation ..................................... 297 PradnyaVishwasChitrao,PravinKumarBhoyar,andRajivDivekar 28 AnOverviewofSelf-OrganizingNetwork(SON)asNetwork ManagementSysteminMobileTelecommunicationSystem ....... 309 KennedyOkokpujie, GraceChinyereKennedy, SunkanmiOluwaleye,SamuelN.John,andImhadeP.Okokpujie 29 DeepandTransferLearninginMalignantCellClassification forColorectalCancer .......................................... 319 GaurawF.Jumnake,ParikshitN.Mahalle,GitanjaliR.Shinde, andPravinA.Thakre 30 The Knowledge Management Model for Spa Business EntrepreneurshipintheUpperNorthernThailand ............... 331 PloykwanJedeejit,YingsakWitchkamonset,andPratyaNuankaew