Recent Advances in Information and Communication Technology 2015: Proceedings of the 11th International Conference on Computing and Information Technology (IC2IT) PDF
Preview Recent Advances in Information and Communication Technology 2015: Proceedings of the 11th International Conference on Computing and Information Technology (IC2IT)
Advances in Intelligent Systems and Computing 361 Herwig Unger Phayung Meesad Sirapat Boonkrong E ditors Recent Advances in Information and Communication Technology 2015 Advances in Intelligent Systems and Computing Volume 361 Serieseditor JanuszKacprzyk,PolishAcademyofSciences,Warsaw,Poland e-mail:[email protected] AboutthisSeries The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtuallyall disciplinessuch asengineering, natural sciences, computer and informationscience, ICT,eco- nomics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftop- icsspansalltheareasofmodernintelligentsystemsandcomputing. The publications within “Advances in Intelligent Systems and Computing” are primarily textbooksandproceedingsofimportantconferences,symposiaandcongresses.Theycoversig- nificant recent developments in the field, both of a foundational and applicable character. An importantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-widedistri- bution.Thispermitsarapidandbroaddisseminationofresearchresults. AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBello,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain e-mail:[email protected] HaniHagras,UniversityofEssex,Colchester,UK e-mail:[email protected] LászlóT.Kóczy,SzéchenyiIstvánUniversity,Gyo˝r,Hungary e-mail:[email protected] VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA e-mail:[email protected] Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,UniversityofTechnology,Sydney,Australia e-mail:[email protected] PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil e-mail:[email protected] NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland e-mail:[email protected] JunWang,TheChineseUniversityofHongKong,Shatin,HongKong e-mail:[email protected] Moreinformationaboutthisseriesathttp://www.springer.com/series/11156 · Herwig Unger Phayung Meesad Sirapat Boonkrong Editors Recent Advances in Information and Communication Technology 2015 ABC Editors HerwigUnger SirapatBoonkrong FernUniversitätHagen KingMongkut’sUniversity LehrgebietInformationstechnik ofTechnologyNorthBangkok Hagen FacultyofInformationTechnology Germany Bangkok Thailand PhayungMeesad KingMongkut’sUniversity ofTechnologyNorthBangkok FacultyofInformationTechnology Bangkok Thailand ISSN2194-5357 ISSN2194-5365 (electronic) AdvancesinIntelligentSystemsandComputing ISBN978-3-319-19023-5 ISBN978-3-319-19024-2 (eBook) DOI10.1007/978-3-319-19024-2 LibraryofCongressControlNumber:2015938582 SpringerChamHeidelbergNewYorkDordrechtLondon (cid:2)c SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsor omissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface Communicationand dataminingare the two major,rapidlydevelopingareasofcom- puterscienceinourtoday’snetworkedsociety.Amanifoldsetofdevicesstartingfrom mobilephonesandcomputersuntilsensorsandusualhouseholdappliancesareableto run programsas well as send and receive data to satisfy the needs of their owners in an efficient manner. More and more, the network becomes an intelligent and context sensitiveenvironment,whichcanmeetowndecisionsinalimitedareaandadaptitself topermanentlychangingconditions. Ourpublishedbookisatrytopresentsomerecentresearchworkandresultsinthe areaofcommunicationandinformationtechnologies.Fortheeleventhtime,researchers from overtwenty countriescontributewith their chaptersto the success of this book, wellguidedfromseventymembersofourprogramandeditorialboard,whichaskedthe thirty-twoauthorstopresenttheirviewoncurrentdevelopments. Definitely, determining the focus of this book is not an easy task over the years. Althoughdatamining,machinelearninganddatanetworkinghavebeenattractingin- terestsintheresearchcommunityfordecades,therearestillmanyaspectsthatneedto be explored.Manyresearchers,researchstudentsandthe peopleon the streets andin the shops are waiting to see what new technologiesand applicationscan bring to the society.Ontheonehand,newservices,thelatesthardwareaswellassoftwarearesold in large quantities. On the other hand, also some fear may arise to live in a world of permanentmonitoringandcontrolbyevenunknownthirdauthorities. To presentall aspects of the described developments,the book is divided into two mainparts.ThefirstisdedicatedtoDataMiningandMachineLearning.Thesecondis relatedtotopicsfromDataNetworkandCommunications.Afterdiscussingnewalgo- rithmsandmethodsofdatamining,thereaderwillbecurioustogettoknowabouttheir innovativeapplicationsinthesecondsectionofourvolume.Securityisthetopicofour third chapter, which is related to all aspects of secure data processing also including ethicalguidelinesfordataminingaswellassafetyandfaulttoleranceofdatastorage andtransfersinourtoday’scomputersystems.Hereby,theuserandtherespectiveper- son’sbehaviourstandinthecenterofinterests:humansdecidewhichsolutionwillbe accepted and applied in their daily life, but on the other hand, the exploration of the users and their habits are in the focusof mostcompanies,governmentsand therefore VI Preface applications.The ’unknown’user playssuch an importantrole, thatwe dedicatedan- othersectionofourbooktothistopicalfield.Lastbutnotleast,wewillgiveaviewon today’sandnextgenerationInternetplatformsandsystems,whicharethefundamental foralldevelopmentscitedbefore. Goingthroughthisbook,wehopethatreaders,especiallyresearchers,willbeableto seestate-of-the-arttechnologiesondatamining,machinelearninganddatanetworking. Beginnersorresearchstudentsshouldbeabletograspbasicideas,backgroundknowl- edgeandrelatedtheoriestotheirinterests.Wehopetoinspireallourreaderstogenerate aplentyofnewideasbutalsothinkabouttheirimpactonoursocieties. Theactualprocessofpublishingthisbooktookmonths.Itallstartedfromgathering ideas and papers from researchers and research students that have been evaluated by expertsin the areas. We are thankfulto Springerfortheir supportandfor agreeingto publishthisbook. Wewouldalsoliketothankallauthorsfortheirsubmissions.Alotoftechnicaland organisationalworkhasbeendonebythestaffoftheInformationTechnologyFaculty atKingMongkut’sUniversityofTechnologyNorthBangkok.Withoutthemeticulous work of Ms. WatchareewanJitsakul and Ms. Areena Ruangprach,the bookcould not havebeencompletedontime. March24,2015 HerwigUnger Bangkok PhayungMeesad SirapatBoonkrong (Editors) Organization Program Committee M.Aiello Uni.Groningen,TheNetherlands T.Anwar UTM,Malaysia T.Arreerard RMU,Thailand W.Arreerard RMU,Thailand S.Auwatanamongkol NIDA,Thailand G.Azzopardi Uni.Groningen,TheNetherlands T.Bernard SyscomCReSTIC,France T.Boehme TUIlmenau,Germany M.Caspar TUChemnitz,Germany J.Chartree SRU,Thailand H.K.Dai OSU,USA N.Ditcharoen UBU,Thailand T.Eggendorfer HSWeingarten,Germany J.Grover MMUS,India C.Haruechaiyasak NECTEC,Thailand S.Hengpraprohm NPRU,Thailand K.Hengproprohm NPRU,Thailand P.Hiranvanichakorn NIDA,Thailand A.Intrapairoth RMUTT,Thailand U.Inyaem RMUTT,Thailand W.Jirachiefpattana NIDA,Thailand T.Joochim UBU,Thailand M.Kaenampornpan MSU,Thailand P.Khonchoho PBRU,Thailand V.Khonchoho PBRU,Thailand P.Kropf UNINE,Switzerland VIII Organization MarioKubek FUHagen,Germany P.Kucharoen NIDA,Thailand K.Kyamakya Uni.Klagenfurt,Austria U.Lechner UniBwM,Germany P.Longpradit PBRU,Thailand P.Luenam NIDA,Thailand C.Namman UBU,Thailand S.Nuanmeesri RSU,Thailand P.Palawisut NPRU,Thailand J.Phuboonob MSU,Thailand R.Poonsuph NIDA,Thailand P.Prathombutr NECTEC,Thailand S.Puangpronpitag MSU,Thailand A.Ruangprach KMUTNB,Thailand A.Runvat RMU,Thailand P.Saengsiri TISTR,Thailand T.Sahapong RMU,Thailand P.Sanguansat PIM,Thailand T.Siriborvornratanakul NIDA,Thailand S.Smanchat KMUTNB,Thailand M.Sodanil KMUTNB,Thailand S.Sodsee KMUTNB,Thailand G.Somprasertsri MSU,Thailand P.Songram MSU,Thailand O.Sornil NIDA,Thailand T.Srikhacha TOT,Thailand N.Srirajun NPRU,Thailand W.Sriurai UBU,Thailand M.Srivirat UBU,Thailand T.Sucontphunt NIDA,Thailand S.Suranauwarat NIDA,Thailand S.Sutanthavibul NIDA,Thailand P.Tanawongsuwan NIDA,Thailand N.Thamakornnonta NIDA,Thailand D.Thammasiri NPRU,Thailand S.Tongngam NIDA,Thailand D.H.Tran HNUE,Vietnam K.Treeprapin UBU,Thailand D.Tutsch Uni.Wuppertal,Germany S.Valuvanathorn UBU,Thailand N.Wisitpongphan KMUTNB,Thailand K.Woraratpanya KMITL,Thailand P.Wuttidittachotti KMUTNB,Thailand B.Yoosuk RMUTT,Thailand Organization IX OrganizingPartners InCooperationwith KingMonkut’sUniversityofTechnologyNorthBangkok(KMUTNB) FernUniversitaetinHagen,Germany(FernUni) ChemnitzUniversity,Germany(CUT) OklahomaStateUniversity,USA(OSU) EdithCowanUniversity,WesternAustralia(ECU) HanoiNationalUniversityofEducation,Vietnam(HNUE) GesellschaftfürInformatik(GI) MahasarakhamUniversity(MSU) UbonRatchathaniUniversity(UBU) KanchanaburiRajabhatUniversity(KRU) NakhonPathomRajabhatUniversity(NPRU) MahasarakhamRajabhatUniversity(RMU) PhetchaburiRajabhatUniversity(PBRU) RajamangalaUniversityofTechnologyLanna(RMUTL) RajamangalaUniversityofTechnologyKrungthep(RMUTK) RajamangalaUniversityofTechnologyThanyaburi(RMUTT) PrinceofSongklaUniversity,PhuketCampus(PSU) NationalInstituteofDevelopmentAdministration(NIDA)
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