WebProgramming ArtificialIntelligencebasedwebapplication ...

1 ArtificialIntelligenceBasedChatbotforUni versityStudentsWebProgrammingArtificialI ntelligencebasedwebapplicationAbstract/I ntroductionArtificialIntelligenceisemula tinghumansinreallife,forexample,anybodyc anknowweatherforecastusingsystemdevice( ,mobilephone,laptop,Tablet,Personalcompu ter) ,increasingperformance, (thatwillbetheuserofsystem UniversityStudents)ingettingsomeusefulin formationinthereplyofanyqueries,search, ,ChatbotisatechnologywhichusesAI-basedkn owledgetoreplytoitsusersqueriesafternece ssaryanalysisontheaskedqueries,inasmarte rway(likeahuman) ,Siri, ,ArtificialNeuralNetworks(ANN) ,pleasevisit: ,lookattheflowchart:Thegeneralarchitectu reofachatbotis: ,Datesheetqueries, ,Opening/Closingdatesofadmission, ,SemesterFreeze/Unfreeze, ,Feematters_MS, ,Mobileappissues, ,Conductofexamination, :VisualStudioCodePython/PHP/JSonFlaskFra mework,SQLite,Longshort- : : : Forthisproject,youcancollectdatafromanys ocialmediaplatform(suchasFacebook,Twitte r,orYouTube) , Aftercollectingthedata, ,youwilllabelthesecommentsintwoclasses:B (bullying)andNB(non-bullying).

2 ,youwillnormalizethedataset,removeduplic atevalues,handlenoise&outliers,missingva lues, Afterthepre-processingstep, ,Word2 Vec,Uni-Gram,Bi-Gram,Tri-Gram, Splitdatainto70%training&30% Inthisproject,youwilluseminimumfourclass ifiers/models( veBayes,Na veBayesMN,PolyKernel,RBFK ernel,DecisionTree,RandomTreeandRandomFo restTree) Findtheaccuracyofalltechniquesandcompare theiraccuracy. : Python(programminglanguage) Anaconda(Pythondistributionplatform) JupiterNotebook(Opensourcewebapplication ) sapp,LinkedIn, staskwillbetodevelopasocialappcalled Intelligentsocialfinderapp .Theappmainfocuswillbetosuggestfriendsto theusersoftheapplicationsbasedontheiract ivities,mutual/commonhobbies,liking,inte rest,agegroup, :Module1 Applicationwillprovidetheuseraninterface forcreatinghis/herAccount. Theuserwillbeabletologintotheapplication aftercreatinghis/heraccount. ApplicationwillprovidetheuseranoptiontoM anage(update,delete)informationfromhis/h erprofile.

3 Applicationshouldhaveanoptiontochangeits theme,backgroundcolour,font, Theapplicationwillprovideanoptiontoitsus ertosearchorviewtheprofileofotherusersan dsendrequeststothem. Theusercansharecontent,videos, (Thisrequirementshouldbesomewhatsimilart owhatapplicationslikeFacebook,Instagrame tchas) Python(programminglanguage) Keras(API) Tensorflow(opensourcesoftwarelibraryform achinelearning) JupyterNotebook(opensourcewebapplication ) Matplotlib(library) Numpy(libraryforthepython)Pre- ,generation& AutomaticVisitorRecognition VoiceAssistedInterface InstantOnlineAlertsonMobile(AndroidoriOS ) AbilitytoSoundAlarmatremoteLocation MonitorActivityOutsidetheHouseatanyTime ' ' , , RaspberryPi CameraModule WifiModule Speaker Microphone LCDD isplay UltrasonicSensor Resistors Capacitors Buttons&Switches Electrical&Wirings PCBB oard DiodesTransistors Connectors ScrewsandFittingsSoftwareModule LiveStream SystemPowerManagement Alerts 2 WayAudioTools ArduinoKit/RaspberryPiorAnyotherSingleBo ardProcessors C/C++ProgrammingLanguage AssemblyLanguage CircuitDesigningSoftware s(OrCADP spice,WorkBench)

4 KeilEmbeddedDevelopmentKit Theuserloginstothesystemhecanviewvarious websitespostedbytheadminandcancommentabo utthewebsite. Usercanseethecommentofotheruser. Systemwillratethewebsitebasedonthecommen tofvarioususers. Theroleoftheadministoaddvariouswebsiteto thesystemandtoaddkeywordsindatabase. : stothesystem/ fraud,genuineness,timelydeliveryofthepro ductandservice stothesystem/ (studentswillusesentiwordnetdictionaryon lyforthistask) (s)providedbytheadmin/systemaregood, (Onlyadminwilladdit). : SQL2008 VisualStudio2010 SentiWordNetDictionary ,butmakesureallthementionedFR Firststepistoselect500imagesforeachagegr oupfromthedatasettotal7000images,youcana lsoselectimagesfromdifferentdatasetsandg enerateacombineddataset. Following14agegroups(classes)mustbemanua llygenerated:1-56-1011-1516-2021-2526-30 31-3536-4041-4546-5051-5556-6061-6566-70 Youcanwritescripttoautomaticallycopythei magestorespectivefoldersotheimagescanbee asilyannotated.

5 Nextstepistoannotatetheimagesaccordingto thedifferentagegroupsinyoloformatusingLa belImg. Oncethedatasetisannotatedyoloenvironment willbesetandmodelmustbetrained. Youcansetenvironmentonyourownmachineorus egooglecoolab. : Python jupyternotebook ArduinoUNO RFID module LCDM odule ConnectorsandJumperwires Battery/Adopter Login/ ,hecanbelogoutfromtheapplicationbysaving hisworkoutprogress. Categories:Userwillbeabletoselectacatego ryortypeofexerciseshewants,namelychest,t riceps,biceps,abs,back,shoulders,forearm s,legsetc. Exercise:Eachexercisewillhave2photosshow ingthestartandtheendposeofit,alongwithad etaileddescriptionabouttheexercisewhichc anconsistofwhatkindsofmusclewearebuildin gandwhyisitimportant. ,userwillbeabletoaddpatient spersonalprofile,medicalhistory, ,sugarlevel, , smedicalrecordofillnessandtreatment(like whatwasillnesslikebloodpressure,diabetes flu,fever, ). (likewhatwasillnesslikebloodpressure,dia betesflu,fever, ,Rigix, ).

6 :IDE:NetBeans,Eclipse,JDK,AndroidStudioL anguage:JavaDatabase:SQLite/FirebaseNote :StudentshouldnotgenerateApplicationusin ganywebbased/offlinetoolslike MITA ndroidAppInventor ,Covid-19haschangedtheshoppinglandscapei nmanyways, , , , MeatOnWheelsiOSApp :Therewillbefiveoptionsinitssidemenu Profile NearestMeatStores MyCart Feedback LogoutCoreFunctionality: , (forexample: ) : (His/hername,Address,PostalCode,noterega rdingaddress) ,usercanalsosearchstorefromthelist ,iftheuserhasnothinginhis/hercartthenitw illshowamessage( YourcartisEmpty,StartShopping:) ). ,theircategoriesandsubcategories, : IDE:XCodeonmac-book ProgrammingLanguage:Swift5andlatestversi ons BackendServer-sidescriptingtechnology:PH P APIT estingApplication:Postman Admin Login:Admincanloginintohisaccountusingid andpassword. ActiveUser:Admincanviewallactiveusers. PlasmaRequest:Admincanraiserequestforpla smadonationtoanActiveUser. UserRequest:Admincanacceptorrejectdonorr equestsonbasisofuserreport.

7 ViewRequestsHistory:Admincanviewtheprevi oushistoryofallthepreviousplasmadonation srequestsandtheirstatus(Accepted/Pending ). ViewProfiles:Admincanviewalltheregistere dusersandthehistoryoftheirpreviousactivi tiesontheapplication. User Register:Usercanregisterusingpersonaldet ails. Login:Usercanloginintohisaccountusingema ilidandpassword. RequestforPlasma:Usercanraiserequestforp lasmadonation. Report:Userneedtouploadtheirreportofbeen successfullyrecoveredfromCOVID19. EmergencyRequest:Usercanraiserequestforp lasmainemergencies. : AndroidStudio CloudDatabase JavaorKotlin ,andheheldhistwofingerstogethertoillustr ate. SahihAl-Bukhari(Vol:8,Book:73,Hadith:34) Ifachildhasnoparentsbecausetheparentsdie dorlostcustody, ,inorphanages,mostofthetasksareperformed manually,thusmakingitverytedioustoorgani ze, ; ,like;enrollmentofaneworphan,modificatio ninorphan srecordandgenerationofnotificationstodon orsforhelpincaseofanyshortageoffood, , : :Theappmustsupporttwotypesofusers; : Login Add/updateorphansprofile(name,age,photoe tc.)

8 Updateorphanagedetails(address,locatione tc.) Viewonlinetransactions Viewdonor sfeedback Schedulemeetings(foradoptionprocess) Generatenotifications(togethelpfromdonor setc.) : Register Login Vieworphanagedetails(address,locationetc .) ManageE-Wallet(foronlinedonation) Requestformeeting(foradoptionprocess) Givefeedback , , ,therapyorsomeothertreatmentataparticula rtime(setbythepatientorfamilymemberwhile registering).Thevolunteer/caregiverwillg etreminderthathis/herassignedpatientneed stotakemedicine(orsomeotheraction)andhe/ shewillmessage/ (takemedicineorotherneededmedicalinterve ntion) ,thenhe/shewillgotothepatient ,theappkeepsrecordofthedurationandnumber ofpatientsacaregiveristakingcareofsothat he/shemaybegivenproperacknowledgement/re cognition/ (s) (orfamilymember) (andthetimeofeach) (eitherinavoicemessage,atextmessageorabe ep). , Therecordofflocksshouldbemanagedwithcage numbersandhatchingdate/purchasedate. Theapplicationnotifiesthefarmervaccinati ontimeforeachflock.

9 Thefarmershouldbeabletorecordeggsproduct ionondailybasis,withidentifiestheeggsinE xcellent,Good,andBadconditionsalongthebr eedtype. Thefarmershouldalsorecordthemedicationsa longwithmedicinename,formula,quantityacc ordingtobirdorflockidentifications. Theapplicationshouldmaintainthestockoffe ed/medicinesandnotifiesthefarmer3daysbef oretheendofstock. :Thesearethebasicrequirements, , : Developmentenvironment: AndroidStudio DBMSs slocationonthemapaswellasthedealer ,centeredonthepeople (constantbitrate) , ,it, MonitoringSystemfornetworkresources(MSNR ),isadesktopapplicationprovidingthebelow mentionedtasks:Module:Usermanagement ThisMonitoringsystemwillhavetwoends Onewillbethe Administrator tomonitorthesystem Theotherwillbe Simpleuser CommunicationManagement reportsgeneratedintheformofgraphsTools: ,his/herco-visitors,andtheirbelongings, detailswithallcredentialsofhost(towhovis itorisgoingtomeet), , ,whichareadmin, :Admincanadd,updateordeletearecordofmana ger,Guard,approveagatepass, ,Guarddetails,approveagatepass, , :Guardcanviewentrygatedetails, :Login:Loginpage,userhave ID , password ,and profile.

10 ,address, :Admincanedit,update,deleteandaddanewman ager, , Theadministratorcancreateanewuser(Doctor orAdminStaff). , Doctoradd, DoctororAdminStaffcanAllocateorDEallocat eBedforPatients smanagement,conductingelection&results), howeverthepresidingofficercanview/useonl ytwocomponentsoftheapplication, , , :ID------------------------------------- -----------------(1)YearTopicStartDateEn dDateNumberofcandidatescontesting------- --------------(2)Afteraddingnewelection, (s) (s)datacan (2)of ,if3contestingcandidatesarespecifiedin , smanagementfeature:Selectelection(Hereme ntionelectionidfromequation(1))Candidate IDorCNICN ameofcandidateAddressPhotoPartyAfteraddi ngcandidate, smanagementfeature:Selectelection(Hereme ntionelectionidfromequation(1))VoterCNIC N ameofvoterAddressPhotoMobileNumberFinger Print----------------------------------- ---(3)Afteraddingvoter,top10mostrecenten tered/ , ,s/hewillbeallowedtouse Election and Result (1),thetopic,startandenddatesoftheelecti onwillbedisplayedontheformagainstelectio nid(1).