Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing PDF
Preview Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
Studies in Computational Intelligence 1074 Roger Lee Editor Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing Studies in Computational Intelligence Volume 1074 SeriesEditor JanuszKacprzyk,PolishAcademyofSciences,Warsaw,Poland The series “Studies in Computational Intelligence” (SCI) publishes new developments and advances in the various areas of computational intelligence—quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as themethodologiesbehindthem.Theseriescontainsmonographs,lecturenotesand editedvolumesincomputationalintelligencespanningtheareasofneuralnetworks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems,andhybridintelligentsystems.Ofparticularvaluetoboththecontributors and the readership are the short publication timeframe and the world-wide distribution,whichenablebothwideandrapiddisseminationofresearchoutput. IndexedbySCOPUS,DBLP,WTIFrankfurteG,zbMATH,SCImago. AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. Roger Lee Editor Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing Editor RogerLee SoftwareEngineeringandInformation TechnologyInstitute CentralMichiganUniversity Mt.Pleasant,MI,USA ISSN 1860-949X ISSN 1860-9503 (electronic) StudiesinComputationalIntelligence ISBN 978-3-031-19603-4 ISBN 978-3-031-19604-1 (eBook) https://doi.org/10.1007/978-3-031-19604-1 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The purpose of the 23rd ACIS International Summer Conference on Software Engineering,ArtificialIntelligence,NetworkingandParallel/DistributedComputing (SNPD2022-Summer)heldduringJuly4–6,2022,inKyotoCity,isaimedatbringing together researchers and scientists, businessmen and entrepreneurs, teachers and studentstodiscussthenumerousfieldsofcomputerscience,andtoshareideasand informationinameaningfulway.ThisConferenceonSoftwareEngineering,Artifi- cialIntelligence,NetworkingandParallel/DistributedComputingdiscussedawide rangeofissueswithsignificantimplications,fromArtificialIntelligencetoCommu- nication Systems and Networks, Embedded Systems, Data Mining and Big Data, Datadrivenbusinessmodels,Dataprivacyandsecurityissues,etc. Thispublicationcaptures15oftheconference’smostpromisingpapers,andwe impatientlyawaittheimportantcontributionsthatweknowtheseauthorswillbring tothefield. In the chapter “A-IDE: A Non-intrusive Cross-Platform Development Environ- ment for AVR Programming in Assembly”, Antoine Bossard proposes a A-IDE, anon-intrusivecross-platformdevelopmentenvironmentforAVRprogrammingin assembly,importantlyretainingthepedagogicalprinciplesofpopulardevelopment environments,suchasArduino’s,supportonlyhigh-levellanguageslikeCandC++. Theyshowthattheproposedsystemoutperformsexistingonesfromthediskspace requirement point of view and that it is on par with those with respect to memory (RAM)utilization. In the chapter “Develop a Horizontal Virtual Frame by Adding Field of View RestrictionstoReduceVRSickness”,HexiHuangpresentsamethodforpreventing VRsicknessbasedonthepreviousdevelopmentofthevirtualhorizontalframe.On the basis of confirming that the virtual horizontal frame has a good effect on VR sickness,hefurtherstudiedtheeffectofrestrictingpartofthefieldofview. Inthechapter“RepresentScoreastheMeasurementofUserInfluenceonTwitter”, YutoNoji,RyotaroOkadaandTakafumiNakanishipresentanovelmethodforquan- tifyingauser’sabilitytospreadinformationbasedonthenumberofRetweets(RTs) andLikestheyreceiveonTwitter.Inthisnovelmethod,theyproposeamethodfor extractingindicatorsthatshowthediffusionpower,notoftweetsalone,butusersas v vi Preface aunit,bymeasuringtheratioofthenumberofRTsandLikesbasedonthenumber ofRTsandLikesofusersinthepast. In the chapter “The Experience of Developing a FAT File System Module in the Rust Programming Language”, Shuichi Oikawa describes the experience of developingtheFATfilesystemasakernelmoduleinRustemployingRustforLinux asabasisofthedevelopment.Theyperformedtheexperimentstomeasureitsexecu- tioncosts,andfoundthatitsperformanceiscomparablewiththeoriginalFATfile systemwritteninC. Inthechapter“FactorsInfluencingConsumers’OnlineGroceryShoppingUnder the New Normal”, Satoshi Nakano aims to assess the psychological factors that influence consumers’ actual online grocery purchases under the new normal by combining purchase panel data and survey data. This study confirms that online grocerypurchaseamountisaffectedbytraditionalutilitarianchannelchoicefactors includingperceivedrisk,searchcost,price-consciousnessandquality-consciousness. Inthechapter“SkeletalMuscleSegmentationattheThirdLumbarVertebralLevel inRadiotherapyCTImages”,XuzhiZhao,HaizhenYue,YiDu,ShuangHou,Weiwei Du and Yahui Peng propose a computer algorithm to segment skeletal muscles at the third lumbar vertebral (L3) level in radiotherapy computed tomography (CT) images.Includedinthestudyare20patientswhowerediagnosedwithrectalcancer andtheirpelvicCTimageswereacquiredwitharadiotherapyCTscanner. In the chapter “Speed-up Single Shot Detector on GPU with CUDA”, Chenyu Wang,ToshioEndo,TakahiroHirofuchiandTsutomuIkegamiimplementedaSingle Shot Multibox Detector (SSD) using GPU with CUDA. They have improved the object detection speed of SSD, which is one of the most regularly used object detectionframeworks. In the chapter “An Empirical Study on the Economic Factors Affecting on the Export of Defense Industry Using Hofstede’s Culture Dimension Theory”, Taeyeon Kim, Dongcheol Kim, Jaehwan Kwon and Gwangyong Gim propose the necessityofconsideringtheculturalfactorsofthecountrieslistedtoexportinorder toestablishadefenseexportmarketingstrategyeffectively.Tosupporttheproposal, thedefenseexportmarketingstrategiesandpurchasingmodelsoftheothercountries, thatarenotclearlyestablishedatpresent,wereproposedandpartiallyverifiedinthis thesisbyconductingstatisticalanalysisusingdatarelatedtodefense,nationaland militarysizeofeachcountryintheworld. Inthechapter“AStudyontheApplicationofBlockchainTechnologyinNon-gov- ernmentalOrganizations”,MinwooLee,SaeyeonLee,HeewonLeeandGwangyong GimuseblockchaintechnologytostudythemarkettrendofNon-ProfitOrganiza- tions (NGOs). They present the implications of data for introducing and utilizing blockchaintechnologytonon-profitorganizations(NGOs)inthefutureanddiscussed thelimitationsofthisstudyandfutureresearchtasks. In the chapter “Confidential Documents Sharing Model Based on Blockchain Environment”,Sung-HwaHanproposesamodelthatcanshareconfidential docu- ments in a blockchain environment. The proposed confidential document sharing modeloperatesontheblockchainplatformandhastheadvantageofnotusingakey managementserver. Preface vii Inthechapter“DistanceBasedClusteringinWirelessSensorNetwork”,JoongHo Leeproposesasingleunitdistancebasedtwo-hopclusteringmethodforclustering and analyzes the energy persistence of sensor nodes in the formed clusters. The proposed cluster formation method can efficiently manage operational energy by improvingthenon-uniformityofclustergroups.Andtheirpapershowscomparison resultsbetweentheconventionalandproposedschemesofclusteringalgorithms. Inthechapter“StudyonOSINT-BasedSecurityControlMonitoringUtilization Plan”, DAIN Lee and Hoo-Ki Lee present the definition and concept of OSINT, and utilization plans in security monitor including characteristics are studied and presented, and OSINT information collection tools are identified and analyzed. Through this, OSINT-based security monitor utilization plans and considerations arepresented. In the chapter “A Study on the Strategy of SWOT Extraction in the Metavers Platform Review Data: Using NLP Techniques”, Jina Lee, Euntack Im, Inmo Yeo andGwangyongGimproposeaframeworkthataddressesthemajorshortcomingsof traditionalSWOTanalysisthroughNLPbasedonreviewdatafromMetaverseappli- cations.Theframeworkpresentedinthisstudypresentswaystoestablishbusiness strategictoolsusingsecondarydataandprovidesimplicationsforimportantfactors inbuildingaMetaverseapplicationenvironment. In the chapter “Does Facial Expression Accurately Reveal True Emotion? EvidencefromEEGSignal”,HuyTungPhuong,YangyoungKun,JisookKimand GwangyongGimconductanexperimenttocollectfacialexpressiondataandEEG signals of the participant. The results indicate that not all kinds of basic emotions wereexpressedinfacialexpressionsintheexperimentenvironment.Thestudyshows theproblemsfacedbyfacialemotionrecognitionsystemsandproposesfutureworks toimprovetheefficiencyofthosesystems. Inthechapter“NSGA-II-AMO:AFasterGeneticAlgorithmforQWSCP”,Zehui Feng,BeiWang,MingjianChenandQiChenproposeanimprovedNSGA-II-AMO algorithm,whichusesanadaptivemutationoperatortocompletethemutationprocess whengeneratingchildrenintheNSGA-IIalgorithm,sothatthemutationprobability adaptively changes with different distributions of data, effectively improving the searchspeedatthebeginningofpopulationiteration. TheycomparetheNSGA-II-AMOalgorithmcross-sectionallywiththePSOalgo- rithm, the NSGA-II algorithm and the ABC algorithm, and the adaptive mutation operatorachievesimprovedconvergencewithguaranteeddistributivity. Itisoursincerehopethatthisvolumeprovidesstimulationandinspiration,and thatitwillbeusedasafoundationforworkstocome. MountPleasant,USA RogerLee June2022 Contents A-IDE: A Non-intrusive Cross-Platform Development EnvironmentforAVRProgramminginAssembly .................... 1 AntoineBossard DevelopaHorizontalVirtualFramebyAddingFieldofView RestrictionstoReduceVRSickness ................................. 13 HexiHuang RepresentScoreastheMeasurementofUserInfluenceonTwitter ..... 31 YutoNoji,RyotaroOkada,andTakafumiNakanishi The Experience of Developing a FAT File System Module intheRustProgrammingLanguage ................................. 45 ShuichiOikawa FactorsInfluencingConsumers’OnlineGroceryShoppingUnder theNewNormal ................................................... 59 SatoshiNakano SkeletalMuscleSegmentationattheThirdLumbarVertebral LevelinRadiotherapyCTImages ................................... 77 XuzhiZhao, HaizhenYue, YiDu, ShuangHou, WeiweiDu, andYahuiPeng Speed-UpSingleShotDetectoronGPUwithCUDA .................. 89 ChenyuWang,ToshioEndo,TakahiroHirofuchi,andTsutomuIkegami An Empirical Study on the Economic Factors Affecting on the Export of Defense Industry Using Hofstede’s Culture DimensionTheory ................................................. 107 TaeyeonKim,DongcheolKim,JaehwanKwon,andGwangyongGim A Study on the Application of Blockchain Technology inNon-governmentalOrganizations ................................. 121 MinwooLee,SaeyeonLee,HeewonLee,andGwangyongGim ix x Contents Confidential Documents Sharing Model Based on Blockchain Environment ...................................................... 135 Sung-HwaHan DistanceBasedClusteringinWirelessSensorNetwork ................ 145 JoongHoLee StudyonOSINT-BasedSecurityControlMonitoringUtilization Plan .............................................................. 161 DainLeeandHoo-KiLee AStudyontheStrategyofSWOTExtractionintheMetavers PlatformReviewData:UsingNLPTechniques ....................... 173 JinaLee,EuntackIm,InmoYeo,andGwangyongGim Does Facial Expression Accurately Reveal True Emotion? EvidencefromEEGSignal ......................................... 189 HuyTungPhuong,YangyoungKun,JisookKim,andGwangyongGim NSGA-II-AMO:AFasterGeneticAlgorithmforQWSCP ............. 203 ZehuiFeng,BeiWang,MingjianChen,andQiChen AuthorIndex ...................................................... 215
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