Attribution- ShareAlike 4.0 International (CC BY SA

4.0)

Vol. 03, No. 11, November 2023

e -

ISSN

2807-8691 |

ISSN

2807-839X

IJSSR!Page%2842

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Crisp-DM)Implementation)f or)Elderly)Social)Protection)

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!Keywords!

ABSTRACT!

Social'Assistance,'Crisp'Dm,'SVM,'

Classification.'

In# Jakarta ,# social# assistance# is# available# for# specific# categories# of#

older# adults# but# is# given# by# Conditional# Cash# Transfer# (CCT).#

Technical#assistance#is#based# on#a#database# of#beneficiaries# and#its#

mining# due# to# the# regulation# registry.# The# sub-national# social#

government# maintains# a# Mining# database.# The# author# uses# a#

database#in#one#of#the#districts#as#a#case#study.#The#author#uses#Crisp#

DM#to#understand#this#social# welfare#problem#because#it#has#its#logic#

of# understanding,# the# logic# and# the# details# of# pre-processing# the#

data.# Then,# to# decide,# used# a# Support# Vector# Machine# (SVM)# as# a#

model#and#te sted#it#with#cross-validation.#To# obtain#the#classification#

accuracy# formed# from# the# data# processing# results.# This# research#

aims#to#see#the#predictive#results#of#the#distribution#of#KLJ#program #

assistance.#Then,#answer#the#form#of#modeling#to#create#a#decision#

system#for# the# distribution# of# KLJ.#For#this# reason,# SVM#is# used# to#

make#decisions#related#to#social#assistance#issues.##In#the#SVM,# which#

consists#of#two#classes,#it#can#be#interpreted#that#one#class#contains#

“stop”#while# the#other#“recei ve”.#Ho wever,#there#are#offers#bias#in#the#

data#processing,#w ith#the# "if"#condition.#The#data#processing# reaches#

100%#accuracy#and#gets#SVM#kernel#weight.#

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REFERENCES)

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International+ Conference+ on+ Machine+ Intelligence+ Research+ and+ Advancement,+ ICMIRA+ 2013=!

;))B-9ff/%*=%&1fPE=PPE^f"G0"dJ=DEPY=MN!

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Man+ and+ Cybernetics+ Part+ C:+ Applications+ and+ Reviews2! 42O[Q2! ]Y_n]NY=!

;))B-9ff/%*=%&1fPE=PPE^fF+0GG=DEPP=DP__DN]!

U(/(BRG(#)(82! 7=! a=2! c*-@;.&2! J=! 0=2! l! d('%-2! G=! e=! ODEDPQ=! F(&1.)*#1! 6.&-<-!-%@*(8! B&%).@)*%#! *#! @(-;!

)&(#-$.&-!*#!);.!K;*8*BB*#.-9!d.(--.--*#1!(!@.8.?&()./!@(-.!%$!-%@*(8!B&%).@)*%#=!Critical+ Social+

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Z(6*/2!F=2!e<B)(2!0=!\=2!l!e<B)(2!J=!ODEDDQ=!J!;,?&*/R-.@<&*),! ' %/.8!$%&!B&*6(@,R.#;(#@./!/*-)&*?<)./!/()(!

'*#*#1=!Journal+of+King+Saud+University+-+Computer+and+Information+Sciences2!34O[Q2!Y[EDnY[PM=!

;))B-9ff/%*=%&1fPE=PEP[fZ=Z\+5G"=DEDE=E[=EPE!

\<'2!S=RG=!O0%#*@(Q2!U<#@(#2!U=2!c8(*&2!\=2!l!C(#12!C=!ODEEYQ=!+%@*(8!:.8$(& .!B&%1&('!(/'*#*-)&()*%#!(#/!

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