KESIMPULAN DAN SARAN PENGEMBANGAN APLIKASI REAL-TIME BUSINESS INTELLIGENCE BERBASIS WEB UNTUK SUBJEK KEGIATAN AKADEMIK PADA UNIVERSITAS.
BAB V
KESIMPULAN DAN SARAN
A. Kesimpulan
1.
Kesimpulan yang dapat diambil dari penelitian ini adalah sebagai berikut:
Telah dikembangkan aplikasi real-time business intelligence berbasis web
untuk subjek kegiatan akademik pada universitas dengan studi kasus pada
Universitas Atma Jaya Yogyakarta melalui proses ETL yang terintegrasi
2.
3.
dengan CDC, proses pembangunan data warehouse, dan pembuatan laporan.
Konsep real-time diwujudkan dengan mengintegrasikan CDC dengan tool
ETL menggunakan model CDC Pull yang secara periodik meminta
perubahan data, yaitu setiap menit setiap harinya.
SSIS package memproses perubahan data saja dengan menerima sekumpulan
record yang merepresentasikan perubahan yang ditangkap sejak siklus
permintaan
4.
terakhir,
sehingga
dibandingkan me-load semua data.
membutuhkan
waktu
yang
singkat
Untuk mengeksekusi 11 perubahan data mulai dari proses insert ke tabel
sumber hingga bisa ditampilkan di browser laporan memerlukan waktu 1
menit, sehingga dengan semakin tingginya frekuensi periode semakin
mendekati real-time.
B. Saran
Saran yang dapat diberikan untuk peneliti yang ingin melanjutkan maupun
mengembangkan penelitian sejenis adalah:
1. Ketersediaan data-data sumber yang baik akan sangat menunjang kualitas
informasi dan report yang dihasilkan. Oleh sebab itu sebaiknya diminimalisasi
adanya data kosong pada data sumber dan kesalahan pada pengisian data
sumber sehingga informasi yang dihasilkan lebih akurat.
2. Pembangunan data warehouse dapat dikembangkan lebih lanjut untuk
kebutuhan pada subjek lain atau unit lain di lingkungan kerja Universitas
280
Atma Jaya Yogyakarta sehingga menambah ketersediaan informasi yang
dibutuhkan.
3. Penelitian selanjutnya dapat melanjutkan proses ETL menggunakan CDC
pada semua tabel. Selain itu, penelitian selanjutnya dapat mengembangkan
model CDC Push dengan mekanisme pengiriman yang mengirimkan
perubahan data ke tool ETL segera setelah perubahan terjadi.
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p e r a n g k a t
l u n a k .
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2 i n g k u p h M a s a l a
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:
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6/5 2
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1 /
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Do k u m e n
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b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
( j m l
l u l u s
F a k u l
P r o- d i
A n g k a
T a h u n
1
T a h u n
2
T a h u n
n
J a l uJ a l u J a l J a l uJ a l u J a l J a l uJ a l u
J a l u
M a s u M a s u M a s uM a s u M a s u M a s uM a s u M a s u
M a s u k
2
n
1
2
n
1
2
n
( j m l
l u l u s
4 .F u n gJsuim l a h
(
WSiKsPB
uLI
d-0
A
a 4
0) .
M e r u p a k a n
j u m l a h
y f
a u
n n
g g sdii g u n a
t k
u a
k n
m a h a s i s w a
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
y a n g
m e l i h a
d i w i s u d
p r o p i n s i ,
k a b u p a
p r o g r a m j e sn ti us d i k, e l sa mm ai ,n
a g a,m aj a l u r . m a s u k )
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k u l t a s
P r o d
P r o
2
P r o
n
l a p o r a n :
F a k u l t a s
P r o
1
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
w i s u d
T a h -u n
S M A
F a k u l t a s
P r o P r o
P r o d
2
n
( j m l
w i s u d
5 .F u n g Ps ri o f i l
P r o
1
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
I P K
d a n
L a m (aS K P
S L
t u d i
B I-0
A 5
0) .
M e r u p a k a n
p r o f i l
y f
a u
n n
g g sdii g u n a
t k
u a
k n
I P K
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
P r o g r a m
S t u d i
I n f o r m a t i k
d a n
m e l i h a
l a m da a r si t u bd ei r b la ug la u
( w a k t u ,
p r o g r a m
p r o p i n s i ,
s t u d ji e, n i s m a ,
j
a a
g l
a u
m r
a . m a s u k )
S K P L
B I A
k a
1 /
35 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
C o n t o h
I P K
F a k u
P r o d
T a h u M i n R a tM a k
t a m p i l a n
l a p o r a n :
P e r s e n t a s
L a m a
M a s
P e r s e n t a s e
L u l u s a n
d
d e n g a n
I
<
2 ,- 7
M i n R a t M a k < 4 4-4 , 4 ,
-5 5 5-5 , 5 ,
-6 5 6-6 , 6 ,
-7 5 > 7
>
3
2 , 7 3 , 5
6 .F u n gJsuim l a h
M e r u p a k a n
j u m l a h
C a l o n(S K
M P
aBL
hIa0
As6
0)
i .
s w a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
c a l o n
( w a k t u ,
m a h a s i s w a
p r o p i n s i ,
p r o g r a m
m e l i h a
b a r u
k a b u p a t e n
s t u d i , k es lmaam,i n j,,e n aji gas al mu ar
m a s .
u k )
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k
t u
a ls
F a k u l t a s
P r o
n
P r o
1
F a k u l t a s
P r o P r o
2
n
P r o
1
P r o d
P r o
2
1
l a p o r a n :
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
c a m a b
T a h -u n
S M A
P r o d
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
( j m l
c a m a b
F a k u- l
P r o d i
F a k u- l
P r o d i
T a h u n
L
P
( j m l
c a m a b
1
-
L
T a h u n
2
P
-
L
T a h u n
n
P
-
T a h u n
1
T a h u n
2
T a h u n
n
A g a mA g a mA g a mA g a mA g a mA g a mA g a mA g a m
2
n
1
2
n
1
2
n
A g a m a
( j m l
c a m a b
P r o g r a m
S t u d i
I n f o r m a t i k
S K P L
B I A
1 /
45 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
d a r
k
F a k u- l
P r o d i
T a h u n
1
T a h u n
2
T a h u n
n
J a l uJ a l u J a l J a l uJ a l u J a l J a l uJ a l u
J a l u
M a s u M a s u M a s uM a s u M a s u M a s uM a s u M a s u
M a s u k
2
n
1
2
n
1
2
n
( j m l
c a m a b
7 .F u n g Ns ii l a i
T e s
C(Sa Kl PoBLnI-A M a h a s
M a s u k
0 7
0) .
M e r u p a k a n
r a traa t a
d a r i
n i l a i
t e s
b e r b a g a i
k o d y a ,
C o n t o h
V e r b
m a s u k
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
F a k u- l
P r o d i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
a g a m a .
,
c a l o n
( w a k t u ,
p r o g r a m
j a l u r
t a m p i l a n
m e l i h a
p
s t u d
m a s u k )
l a p o r a n :
T a h u n
1
K u a nP e n a B h s T o t
t a t
r a n I n g g N i l
V e r b
T a h u n
n
K u a nP e n a B h s T o t
t a t
r a n I n g g N i l
( r -ra at ta
8 .F u n g Ns ii l a i
R a p o r
C(Sa Kl PoBLnI-A M a h a s
S M A
0 8
0) .
M e r u p a k a n
r a traa t a
d a r i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
b e r b a g a i
k o d y a ,
s m a
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
C o n t o h
r a p o r
a g a m a .
,
t a m p i l a n
m e l i h a
c a l o n
( w a k t u ,
p r o g r a m
j a l u r
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a
K u a n
P r o d i M a t e
a
m a t
I n g g a t i I n g g V e r b
i k a
t a t
I n g g a
( r -ra at ta
P r o g r a m
S t u d i
I n f o r m a t i k
S K P L
B I A
s t u d
m a s u k )
l a p o r a n :
1 /
55 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
p
9 .F u n gNsiil a i
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
b e r b a g a i
k o d y a ,
c a l o nd a rm ia h a s i
( w a k t u ,
p r o p
f a k u l t a s ,
p r o g r a m
s t u d
a g a m a .
,
t a m p i l a n
T a h u n
1
F a k u- l
B h s
R a t
P r o d i M a t e
N E M
i k a I n g g
N E M
( r -ra at ta
1 0 .
N E M
m e l i h a
d i m e n s i
k e l a m i n ,
C o n t o h
C a l (
oSnK PB
MLI
a-0
A
h 9
0
a)s.i s w a
N E M
F u n g Ns ii l a i
j a l u r
m a s u k )
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
M a s u(S
k K PMBLaI-hA a s i s w
T e s
01 )
0 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
k e l a m i n ,
C o n t o h
F a k u- l
P r o d i
1 1 .
t e s
m da as ru ik
a g a m a ,
t a m p i l a n
T a h u n
1
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
( r -ra at ta
F u n g Ns ii l a i
bm ea rh ba as gi as
p r o p i n
t s
e i
n ,
p r o g r a m
m e l i h a
k k
o a
d b
y u
a p
, a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
l a p o r a n :
T a h u n
n
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n i
g s
g N i l
R a p o r
S M(S
A K PMBLaI-hA a s i s w
01 )
1 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
k e l a m i n ,
P r o g r a m
S t u d i
I n f o r m a t i k
r a p o r d as rm ia
m e l i h a
bm ea rh ba as gi as
p r o p i n s i ,
p r o g r a m
a g a m a ,
S K P L
B I A
k a b u p a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
1 /
65 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
C o n t o h
t a m p i l a n
l a p o r a n :
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a M a t e B a h a
M
a
t
e
P r o d i
a
m a t
I n g g a t i I n g g
i k a I n g g
i k a
I n g g a
( r -ra at ta
1 2 .
F u n gNsiil a i
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
k e l a m i n ,
C o n t o h
p r o p i n s i ,
p r o g r a m
a g a m a ,
t a m p i l a n
T a h u n
1
F a k u- l
M
a
t
e
B
h
s
R a t
P r o d i
N E M
i k a I n g g
N E M
( r -ra at ta
1 3 .
F u n g Ns ii l a i
m e l i h a
N E M d a mr ai h a b
s e
i r
s b
w a g a
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
(
MSaKhPB
aLI
s-0
A
i 2
1
s)w.a
N E M
k a b u p a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
M a s (uS kK PBLIuA l u s a n
T e s
01 )
3 .
M e r u p a k a n
r a traa t a
n i l a i
d i m e n s i
k e l a m i n ,
F a k u- l
P r o d i
t e s
p r o p i n s i ,
p r o g r a m
T a h u n
1
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
( r -ra at ta
S K P L
B I A
k a
s t u d ji e, n i s m a ,
j
a a
g l
a u
m r
a . m a s u k )
t a m p i l a n
P r o g r a m
S t u d i
I n f o r m a t i k
m e l i h a
m
d a s
r u
i k b l
e u
r l
b u
a s
g a
( w a k t u ,
f a k u l t a s ,
C o n t o h
y f
a u
n n
g g sdii g u n a
t k
u a
k n
l a p o r a n :
T a h u n
n
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
1 /
75 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
1 4 .
F u n g Ns ii l a i
S (MS AK PBLIuA l u s a n
R a p o r
01 )
4 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s i
k e l a m i n ,
C o n t o h
r a p o rd a s
r m
i a b l
e u
r l
b u
a s
g a
( w a k t u ,
f a k u l t a s ,
m e l i h a
p r o p i n s i ,
p r o g r a m
a g a m a .
,
t a m p i l a n
s t u d i ,
j a l u r
k a
s m a ,
m a s u k )
l a p o r a n :
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a
K u a n
P r o d i M a t e
a
m a t
I n g g a t i I n g g V e r b
i k a
t a t
I n g g a
( r -ra at ta
1 5 .
F u n gNsiil a i
M e r u p a k a n
r a traa t a
N E M (SLKuPB
lLI
u-0
A
s1a)
5n.
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
N dE aM r il u bl eu rs ba an gi a i
( w a k t u ,
p r o p i n s i ,
p r o g r a m
s t u d i ,
a g a m a ,
j a l.u r
C o n t o h
t a m p i l a n
F u n gNsiil a i
M e r u p a k a n
r a traa t a
k a b u p a t e n
s m a ,
k
a n g k a t a n ,
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
E v(S
a K
l P
uBL
aIs0
A1
i )
6 .
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i l a k u k a n
d i
m a s u k )
T a h u n
1
F a k u- l
M
a
t
e
B
h
s
R a t
P r o d i
N E M
i k a I n g g
N E M
( r -ra at ta
1 6 .
m e l i h a
e v a l u a s i
m a h a s i s w a
m e l i h a
d a r i
u n t u k
h a s
d o s
m a t a k u l i a h d ta er ri t eb ne tr ub a g a( iw a dk it mu e, n s i
f a k u l t a s ,
P r o g r a m
S t u d i
I n f o r m a t i k
p r o d i ,
S K P L
B I A
m.a t a k u l i a h ,
1 /
85 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
d o
C o n t o h
F a k u
P r o- d e v _ w
D o s e
t u
( r -a t
r a t a
F a k u
P r o- d
e v _ w
M a t a
t u
a h
( r -a t
r a t a
1 7 .
t a m p i l a n
l a p o r a n :
T a h u n
1
T a h u n
n
e v _ me v _ m e v _ e v _ e v _ n e v _ w e v _ me v _ m e v _
e
v _ m
k t u
t e r o d e d i a n a t
i
t e r o d e d i a
T a h u n
1
T a h u n
e v _ n
n
e v _ me v _ m e v _ e v _ e v _ n e v _ w e v _ me v _ m e v _
e v _ m
k t u
t e r o d e d i a n a t
i
t e r o d e d i a
F u n g s i
PJ ru om fl ia lh
e v _ n
C a l o n (S MK aP hL a s i s w
B I-0
A1 )
7 .
M e r u p a k a n
j u m l a h
d a r i
c a l o n
m a h a s i s w a
b e r b a g a i
k o d y a ,
j e n i s
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
C o n t o h
F a k u
-P r o d P i l i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
b a r u
u n
( w a k t u ,
p r o g r a m
a g .
a m a ,
t a m p i l a n
m e l i h a
p
s t u d i
j a l u r
m a s
l a p o r a n :
T a h u n
1
T a h u n
n
P i l P i l
T o t a D i t R e g P i l P i l P i l
T o t a D i t R e g
a n
a n
M e n d a r i m r a s a n
a n
a n
M e n d a r i m r a s
( j m l
c a m a b
1 8 . F u n gPsrio f i l
M e r u p a k a n
p r o f i l
C o n t o h
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
b e b a n
( w a k t u ,
B e b a n(S K
S P
kBL
sI-0
A1
D )
8
o .
s e n
ds ak rsi
f a k u l t a s.,
t a m p i l a n
F a k u T e t a p / T i dT a h u
P r o d
N a m a n D o
s k s
( j m l
P r o g r a m
S t u d i
I n f o r m a t i k
T a h u
s k s
S K P L
B I A
d bo es re bn a g a i
p r o d i ,
d o s e n )
l a p o r a n :
T a h u
s k s
d i
T a h u n
s k s
1 /
95 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
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1
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p r o p
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m
l a p o r a n :
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e h
n s
t a s e
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e h
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:
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:
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t u j u a n
B I A .
p e r a n g k a t
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t a n p a
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D a p a t
d i k e t a h u i
b e r j a l a n
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5 s u m s i
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3
K e t e r g a n t u n g a n
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a .
n
d a n
S i s t e m
KESIMPULAN DAN SARAN
A. Kesimpulan
1.
Kesimpulan yang dapat diambil dari penelitian ini adalah sebagai berikut:
Telah dikembangkan aplikasi real-time business intelligence berbasis web
untuk subjek kegiatan akademik pada universitas dengan studi kasus pada
Universitas Atma Jaya Yogyakarta melalui proses ETL yang terintegrasi
2.
3.
dengan CDC, proses pembangunan data warehouse, dan pembuatan laporan.
Konsep real-time diwujudkan dengan mengintegrasikan CDC dengan tool
ETL menggunakan model CDC Pull yang secara periodik meminta
perubahan data, yaitu setiap menit setiap harinya.
SSIS package memproses perubahan data saja dengan menerima sekumpulan
record yang merepresentasikan perubahan yang ditangkap sejak siklus
permintaan
4.
terakhir,
sehingga
dibandingkan me-load semua data.
membutuhkan
waktu
yang
singkat
Untuk mengeksekusi 11 perubahan data mulai dari proses insert ke tabel
sumber hingga bisa ditampilkan di browser laporan memerlukan waktu 1
menit, sehingga dengan semakin tingginya frekuensi periode semakin
mendekati real-time.
B. Saran
Saran yang dapat diberikan untuk peneliti yang ingin melanjutkan maupun
mengembangkan penelitian sejenis adalah:
1. Ketersediaan data-data sumber yang baik akan sangat menunjang kualitas
informasi dan report yang dihasilkan. Oleh sebab itu sebaiknya diminimalisasi
adanya data kosong pada data sumber dan kesalahan pada pengisian data
sumber sehingga informasi yang dihasilkan lebih akurat.
2. Pembangunan data warehouse dapat dikembangkan lebih lanjut untuk
kebutuhan pada subjek lain atau unit lain di lingkungan kerja Universitas
280
Atma Jaya Yogyakarta sehingga menambah ketersediaan informasi yang
dibutuhkan.
3. Penelitian selanjutnya dapat melanjutkan proses ETL menggunakan CDC
pada semua tabel. Selain itu, penelitian selanjutnya dapat mengembangkan
model CDC Push dengan mekanisme pengiriman yang mengirimkan
perubahan data ke tool ETL segera setelah perubahan terjadi.
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International Journal of Enterprise Information Systems, vol. 4, issue 3,
pp. 79-94.
S K P L
S P E S I F I K A S I
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(B u s i n e s s
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4/5 2
Do k u m e n
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5/5 2
Do k u m e n
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y a n g
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b e r s i f a t
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t a n p a
I n f o r m a t i k a
1
P e n d a h u l u a n
1 . T
1 u j u a n
D o k u m e n
( S K P L )
S p e s i f i k a s i
i n i
p e r a n g k a t
u n t u k
K e b u t u h a n
m e r u p a k a n
l u n a k
B I A
d o k u m e n
( B u s i n e s s
m e n d e f i n i s i k a n
( a n t a r m u k a
p e r a n g k a t
l u n a k
p e r f o m a n s i
k e c e p a t a n ,
d i m i l i k i
a n t a r a
l u n a k . -B S
I K
A P Li n i
k e
p e r a n g k a t
p e n y i m p a n a n
d
f a
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u
f t
r
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e
a i
t b
u
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r
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e
m b (
a hnagn
s i s t e m ) ,
p e r a n c a n g a n
s i s t e m
p e r a n g k a t
( k e m a m p u a n
k e a k u r a t a n ) ,
p
p e ra an nt ga kr am tu k al u
d a n
t e m p a t
I n
k e b u t u h a n
m e l i p uf tu in g s i o n a l i t a s
e ktse r n a l
s p
s e r t a
j u g a
y a n
y a
m e n d e f i n i
m e n d e f i n i s i
p e r a n g k a t
l u n a k .
1 . L
2 i n g k u p h M a s a l a
P e r a n g k a t
u n t u k
L u n a
m k
b a nB gI kA a n d i dk ee n g a n
t
:
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b e r b a g
s a
u i
m b e r
d a t a
fd aa kt ua l t a s
a k a d e m
d-ua nn i t u n i t
a k a d e m i k
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c t ti ro an n s f o ,
r m a t i o
l o a d (
i E
n T
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geamnbiu actuabne
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l a p o r a n
s e s u a
k e b u t u h aunn iutn iatk a d e m i k
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3 e f i n i s i ,
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d e f i n i s i
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d a n
a k r o n i m
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B I A
S i n g k a t a n
d a n
s i n g k
6/5 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
K e y w o r d / P h r a s e
D e f i n i s i
S K P L
M e r u p a k a n
s p e s i f i k a s i
p e r a n g k a t
l u n a k
y a n g
a k a
S K PBLI-X
A X X
K o d e
y a n g
m e r e p r e s e n t a s i k
B I A B u(s i n e s s
I n t e l l i g) e n c
d i m a n a
X X X
m e r u p a k a n
n o m o
B I A
P e r a n g k a t
b u
l s
u i
n n
a e
k s s
i n t e l
d e n g a n
s u b j e k
a k a d e m i k .
B I
Se b u ai hs t i l a h
u m mu em l i yp aau nlt g,
ai t
a r s i t ,
e kb ta us ri s , dd aa tt aa
w a r
, e h o
m a n a j e m e n
, k m
i e
n t
e o
r d
j ,
o
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s e b a g ,
a iy na yn ag
s e mt ue ar ni yn at e kg er a s
d a l p
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l p
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k
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M e n g g a m b a r k a n
l a y e r
p r o
s o l u s i
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d a t a
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i n i
b e r f u n g s i
p e n g u m p u l a n
d a t a
d a r i
(E x t r)a,c t m e m b e r s i Th rk aa nn sn)fy,oa r m
u n t u k
k e m u d i a n
m e n y i m p a
s i s t e m
y a L
n o
g )
a .
d
l a i n
(
c u b e
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y a n g
mt ee ar ss,uu rs eu
d i m e n s ia t dt ar ni,b u mt ee m i l i -ks ii s i
y a n g
m e n g g a m b a -rd ki am ne n sdii m e n
t e r l i b a t
d i
d a l a m n y a .
D a t a
w a r e She ob uu sa eh
k o l e k s i
d a t a
y a n
s u b j e k ,
t e r i nn ot-v
ne og lr aa ,
ts ii l,de a n
t i mvea r i a ndat l a m
r a n g k a
k e p u t-k
u e
s p
a u
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G r a p h i c a l
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I n t e r f a
t a m p i l a n
y a n g
m e n g i j i n
b e r i n t e r a k s i
d e n g a n
k o m p
g a m b a r / b
g u
r k
a a
f n
i s d e n g a n
p e r i n
s e r v e r
K o m p u t e r
y a n g
m e n y e db ia ag ki a n
k l i e n
y a n g
t e r h u b u n g
m e l a
c l i e n t
O L A P
D O
K o m p u t e r
y a n g
m e n e r i m a
y a n g
t e r h u b u n g
m e l a l u i
Se b u a h
j a w a-j
b a
y a n g
m
D r o p
d i k e l u
s e l e s a
P r o g r a m
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j a
p e n d e k a t a n
s e c a r a
w
n a b a n
t e r h a d a p
u l i
t .
i d i m e n s
O mu et r u p a k a n
m a h a s i s
a r k a n
d a r i
u n i v e r
i
m e n a m a t k a n
p e n d i d
S K P L
B I A
7/5 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
L / P
J e n i s
k e l a m i n ,
y a n g
d i l a
L a klia k i
d a n
P
u n t u k
P e r e m
P r o d i
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I P K
I P S
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p eg da or ma aa nn
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p e n g e t a h
n
s i k a p
s e s u a i
d e n g a n
s
m a
m a h a s i s w a
m e n e m p u h
d i s i u m ,
d i h i t u n g
d a l a
l a n ,
d a n
d a l a m
s a t u a n
r u p a k a n
j u m l a h
b u l a n
d i
d e k s
P r e s t a sm ie r Ku up mar uka lat ana t i
t a
n i l a i
y a n g
d i p e r o l e h
l i a h
y ab ni gl
ds ie sal ema lm ua rj ua hn g k a
k t u
p e n dd ii db ia kg ai n
d e n g a
e d i t .
d e k s
P r e s t a s i
mt ei ra up p a k a
traa t a
n i l a i
y a n g
d i p e r o
t a
k u l i a h
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a
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P r e s t a s i
t i a rp a tk ae l a
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d i p ej ru om ll ea hh
d e n
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m a h a s i s w a
d i b a g i
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p a d a
k e l a s
t e r s
l a i
E b t a n aa sd a lM au hr n in i l a i
h a s i l kd aa nrUij i a n N a s i oynaanlg
s e l e n g g a r a k a n
s e c a r a
n g k a t s e
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l a k e m se cr hu ep ma ak a n
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d i m e n s i
d i n o r m a l
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a t a u
k e s e l u r u h a n
d u p l it ka ab,te sl ap ta ud a a t a u
d i m e n s i
t i d a k
u n g
k e p a d a
t a b e l
d i m e n.s i
l a i n n y a
s i
m e r u p ka ak ta en g o sr ei b u a
e n d e n
d a r i
m u l t i d i
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d a r i
d i m e n s i
S K P L
B I A
8/5 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
i t e m
y a n g
d i g u n a k a n q us ee rb ya g
u n t u k
u k u r a n
b a s i s
d a t a .
m e a s u r e
M e a s u rm ee n g a n d u n g
d a t a
d i a n a l i s a ,
i n f o r m a s i
n u m e r i k .
1 . D
4 e s k r impusmi
S e c a r a
u t a m a .
S K P L
u m u m
d o k u m e n
S K P L
B a g i a n
u t a m a
b e r i s i
t e r s e b u t
r u a n g
l u n a k
(UO v e r v i e w )
l i n g k u p
y a n g
t e n t a n g
B a g i a n
S K P L
k e d u a
a k a n
p e r s p e k t i fa npgr oadkuakn
p e r a n g k a t
l u n a k ,
p e n g g u n a a n
d a l a m
p e n
r e f e r e n
i n i .
b e r i s i
p e r a n g k a tB I lAyu an na gk
p e n j e
d a l a m
d e f i n i s i ,
d o k u m e n
p e n j e l a s a
d i k e m b a n g k a n
yd i k e m b a n g k a n ,
k a r a k t e r i s t i k
p e r a n g k a t
l u n a k
k e t i g a
b e r i s i
f
p e
d a n
p e n g e m b a n g a nB Ipt
Aeerrasnegbkuatt.
B a g i a n
t e
m e n cn a k Su Kp P L t, u j u
m a s a l a h
t e r s e b u t ,
i n i
a
l u n a
p e n j e l a s a n
t e n t a n g u hkaenb u tp e r a n g k Ba It A y al nu gn a k a k a n
d i k e m b a n g k a n .
2
D e s k r i p s i
K e b u t u h a n
2 . P
1 e r s p e r
k o
t d
i u
f k P
B I Am e r u p a k a n
u n t ud ka p a t
u n t u k
p e r a n g k a t
m e m e n u h i
m e n g e t a h u i
m e m b a n t u
l u n a k
k e b u t u h a n
i n f o r m a s i
d e n g a n
S K P L
B I A
m e n
l e b ii sh i.e eP
n fr eo ks te is f
p e m b u adtaatna
w a r e h omueslei p u t i
P r o g r a m
S t u d i
I n f o r m a t i k
m a n a
,t e n t a n
d a l a md a pnm ee lm ab pa on rt au n ,d a l a m
k e p u t u s a n
y a
d
p e r
d a n
t c
a a n g a
9/5 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
w a r e h,o ukseem u d i a n
d i l a k u dk aa tn a
d a r ib e r b a gs au im b e r
fd aa kt ua l t a s
p ae kn ag da em mb ii
d-ua nn i t u n i t
a k a d ,
e m ip kr o es xe ts r a ,
c tt ir oa nn s f o ,
r ml ao ta id oi nn g
( E T L ) ,
p ecmubbud
eaa
,tna np e m b u a t.a n
P e r a n g k a t
l u n a k
l i n g k u n g a n
a p l i k a s i
s i s t e m
a k a n
s e p e r t ti
p e r a n g k a t
a p a p u
d e n
1 ,
a r
y a n g
c l d
i i
e g
n u
t n ,a
s k
eda
rin
v e b
r e
d adtaat adbd
iai
ssies
m e
p r
a v
n e r .
G a m b a r
1 .
A r s i t e k t u r
2 . F
2 u n g s i
P r o d u k
F u n g s i
p r o d u k
P e r a n g k a t
p e Br Ia Aan dg ak la at h
L u n
l su en ba ak g a
:
1 .F u n gJsuim l a h
M e r u p a k a n
j u m l a h
o
U s e. rP a Id na t es ri fs at ce em )
pt ae dr al i hg aa m b a r
l u n a k
s e m u a
b e r i k u t
o p e r a s i
b e r i n t e r a k s i
a n t a r m u k( aG r Ga Up Ih i c a l
m a n a
d i a k s e s
p e n j (
e w
l e
a b
j a b
h )
r.o
s w
i s
t e
u r
s
P e n g g u n a
i n i ,
i n i
l a p o r a n
M a(S
h K
a P
sBL
iIs0
Aw1
0)
a .
y f
a u
n n
g g sdii g u n a
t k
u a
k n
m a h a s i s w a
p r o p i n s i ,
s t u d is,m a ,
m a h a s i s w a ,
P r o g r a m
S t u d i
I n f o r m a t i k
d a r i ( w ba ek rt bu a, g a i
k a b u p a t e n
j e n i s
j.a l u r
S K P L
B I A
m e l i h a
k o d y a ,
k e l a m i n ,
m a s u k )
1 /
05 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
f a
a g a
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k u l t a s
P r o d
P r o
2
P r o
n
l a p o r a n :
F a k u l t a s
P r o
1
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
m a h a s
T a h -u n
S M A
F a k u- l
P r o d i
F a k u- l
P r o d i
F a k u l t a s
P r o P r o
P r o d
2
n
( j m l
m a h a s
T a h u n
L
P
( j m l
m a h a s
1
-
P r o
1
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
L
T a h u n
2
P
-
L
T a h u n
n
P
-
T a h u n
1
T a h u n
2
T a h u n
n
A g a mA g a mA g a mA g a mA g a mA g a mA g a mA g a m
A g a m a
2
n
1
2
n
1
2
n
( j m l
m a h a s
T a h u n
1
T a h u n
2
T a h u n
n
F a k u- l
S
t
a
t
u
S
t
a
t
S
t
a
t
S
t
a
S
t
a
t
S
t
a
t
S
t
a
S
t
a
t
S
t
a
t
P r o d i
1
M h 2s M h ns
M h s M h 2s M h ns
M h s M h 2s M h ns
( j m l
m a h a s
F a k u- l
P r o d i
T a h u n
1
T a h u n
2
T a h u n
n
J a l uJ a l u J a l J a l uJ a l u J a l J a l uJ a l u
J a l u
M a s u M a s u M a s uM a s u M a s u M a s uM a s u M a s u
M a s u k
2
n
1
2
n
1
2
n
( j m l
m a h a s
2 .F u n gJsuim l a h
M e r u p a k a n
j u m l a h
M a h (
aSsKiPB
sLI
w-0
A
a 0)2
D.O
y f
a u
n n
g g sdii g u n a
t k
u a
k n
m a h a s i s w a
p r o p i n s i ,
P r o g r a m
S t u d i
I n f o r m a t i k
D O
k a b u p a t e n
S K P L
B I A
m e l i h a
d a( rw ia k bt eu r, b a g
k o d y a ,
1 /
15 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
f a
s t u d i , a s
n m
g a
k ,
a t a n ,
m a h a s i s w a ,
C o n t o h
F a k u l
P r o- d i
A n g k a
j e n i s
j.a l u r
t a m p i l a n
T a h u n T a h u
T a h u
k e l a m i n ,
m a s u k )
l a p o r a n :
T a h u
T a h u
( j m l
m a h a s
D O )
3 .F u n gJsuim l a h
M e r u p a k a n
j u m l a h
L(S
u K
l P
uBL
sIa0
An0)3.
y f
a u
n n
g g sdii g u n a
t k
u a
k n
l u l u s a n
p r o p i n s i ,
s t u d i ,
d a r i
m e l i h a
(b we ar kb ta ug ,a i
k a b u p a t e n
k o d y a ,
s m a , j ae nn gi ks a tk ae nl ,a m, i nj ,a l au gr a m
m a s .
u k )
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k u l t a s
P r o d
P r o
2
P r o
n
l a p o r a n :
F a k u l t a s
P r o
1
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
l u l u s
T a h -u n
S M A
F a k u l
P r o- d i
A n g k a
F a k u l t a s
P r o P r o
P r o d
2
n
( j m l
l u l u s
T a h u n
1
P
-
L
P r o
1
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
T a h u n
L
P
2
-
T a h u n
L
P
n
-
( j m l
l u l u s
F a k u l
P r o- d i
A n g k a
f a
T a h u n
1
T a h u n
2
T a h u n
n
A g a mA g a mA g a mA g a mA g a mA g a mA g a mA g a m
A g a m a
2
n
1
2
n
1
2
n
P r o g r a m
S t u d i
I n f o r m a t i k
S K P L
B I A
1 /
25 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
( j m l
l u l u s
F a k u l
P r o- d i
A n g k a
T a h u n
1
T a h u n
2
T a h u n
n
J a l uJ a l u J a l J a l uJ a l u J a l J a l uJ a l u
J a l u
M a s u M a s u M a s uM a s u M a s u M a s uM a s u M a s u
M a s u k
2
n
1
2
n
1
2
n
( j m l
l u l u s
4 .F u n gJsuim l a h
(
WSiKsPB
uLI
d-0
A
a 4
0) .
M e r u p a k a n
j u m l a h
y f
a u
n n
g g sdii g u n a
t k
u a
k n
m a h a s i s w a
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
y a n g
m e l i h a
d i w i s u d
p r o p i n s i ,
k a b u p a
p r o g r a m j e sn ti us d i k, e l sa mm ai ,n
a g a,m aj a l u r . m a s u k )
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k u l t a s
P r o d
P r o
2
P r o
n
l a p o r a n :
F a k u l t a s
P r o
1
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
w i s u d
T a h -u n
S M A
F a k u l t a s
P r o P r o
P r o d
2
n
( j m l
w i s u d
5 .F u n g Ps ri o f i l
P r o
1
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
I P K
d a n
L a m (aS K P
S L
t u d i
B I-0
A 5
0) .
M e r u p a k a n
p r o f i l
y f
a u
n n
g g sdii g u n a
t k
u a
k n
I P K
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
P r o g r a m
S t u d i
I n f o r m a t i k
d a n
m e l i h a
l a m da a r si t u bd ei r b la ug la u
( w a k t u ,
p r o g r a m
p r o p i n s i ,
s t u d ji e, n i s m a ,
j
a a
g l
a u
m r
a . m a s u k )
S K P L
B I A
k a
1 /
35 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
C o n t o h
I P K
F a k u
P r o d
T a h u M i n R a tM a k
t a m p i l a n
l a p o r a n :
P e r s e n t a s
L a m a
M a s
P e r s e n t a s e
L u l u s a n
d
d e n g a n
I
<
2 ,- 7
M i n R a t M a k < 4 4-4 , 4 ,
-5 5 5-5 , 5 ,
-6 5 6-6 , 6 ,
-7 5 > 7
>
3
2 , 7 3 , 5
6 .F u n gJsuim l a h
M e r u p a k a n
j u m l a h
C a l o n(S K
M P
aBL
hIa0
As6
0)
i .
s w a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
c a l o n
( w a k t u ,
m a h a s i s w a
p r o p i n s i ,
p r o g r a m
m e l i h a
b a r u
k a b u p a t e n
s t u d i , k es lmaam,i n j,,e n aji gas al mu ar
m a s .
u k )
C o n t o h
T
P
K
K
a
r
a
o
h -u n
o p i
b
d y a
t a m p i l a n
F a k
t u
a ls
F a k u l t a s
P r o
n
P r o
1
F a k u l t a s
P r o P r o
2
n
P r o
1
P r o d
P r o
2
1
l a p o r a n :
P r o
2
P r o
n
F a k u l t a s
P r o
1
P r o
2
P r o
n
( j m l
c a m a b
T a h -u n
S M A
P r o d
F a k u l t a s
F a k u l t a s
P r o P r o P r o P r o P r o
2
n
1
2
n
( j m l
c a m a b
F a k u- l
P r o d i
F a k u- l
P r o d i
T a h u n
L
P
( j m l
c a m a b
1
-
L
T a h u n
2
P
-
L
T a h u n
n
P
-
T a h u n
1
T a h u n
2
T a h u n
n
A g a mA g a mA g a mA g a mA g a mA g a mA g a mA g a m
2
n
1
2
n
1
2
n
A g a m a
( j m l
c a m a b
P r o g r a m
S t u d i
I n f o r m a t i k
S K P L
B I A
1 /
45 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
d a r
k
F a k u- l
P r o d i
T a h u n
1
T a h u n
2
T a h u n
n
J a l uJ a l u J a l J a l uJ a l u J a l J a l uJ a l u
J a l u
M a s u M a s u M a s uM a s u M a s u M a s uM a s u M a s u
M a s u k
2
n
1
2
n
1
2
n
( j m l
c a m a b
7 .F u n g Ns ii l a i
T e s
C(Sa Kl PoBLnI-A M a h a s
M a s u k
0 7
0) .
M e r u p a k a n
r a traa t a
d a r i
n i l a i
t e s
b e r b a g a i
k o d y a ,
C o n t o h
V e r b
m a s u k
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
F a k u- l
P r o d i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
a g a m a .
,
c a l o n
( w a k t u ,
p r o g r a m
j a l u r
t a m p i l a n
m e l i h a
p
s t u d
m a s u k )
l a p o r a n :
T a h u n
1
K u a nP e n a B h s T o t
t a t
r a n I n g g N i l
V e r b
T a h u n
n
K u a nP e n a B h s T o t
t a t
r a n I n g g N i l
( r -ra at ta
8 .F u n g Ns ii l a i
R a p o r
C(Sa Kl PoBLnI-A M a h a s
S M A
0 8
0) .
M e r u p a k a n
r a traa t a
d a r i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
b e r b a g a i
k o d y a ,
s m a
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
C o n t o h
r a p o r
a g a m a .
,
t a m p i l a n
m e l i h a
c a l o n
( w a k t u ,
p r o g r a m
j a l u r
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a
K u a n
P r o d i M a t e
a
m a t
I n g g a t i I n g g V e r b
i k a
t a t
I n g g a
( r -ra at ta
P r o g r a m
S t u d i
I n f o r m a t i k
S K P L
B I A
s t u d
m a s u k )
l a p o r a n :
1 /
55 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
p
9 .F u n gNsiil a i
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
b e r b a g a i
k o d y a ,
c a l o nd a rm ia h a s i
( w a k t u ,
p r o p
f a k u l t a s ,
p r o g r a m
s t u d
a g a m a .
,
t a m p i l a n
T a h u n
1
F a k u- l
B h s
R a t
P r o d i M a t e
N E M
i k a I n g g
N E M
( r -ra at ta
1 0 .
N E M
m e l i h a
d i m e n s i
k e l a m i n ,
C o n t o h
C a l (
oSnK PB
MLI
a-0
A
h 9
0
a)s.i s w a
N E M
F u n g Ns ii l a i
j a l u r
m a s u k )
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
M a s u(S
k K PMBLaI-hA a s i s w
T e s
01 )
0 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
k e l a m i n ,
C o n t o h
F a k u- l
P r o d i
1 1 .
t e s
m da as ru ik
a g a m a ,
t a m p i l a n
T a h u n
1
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
( r -ra at ta
F u n g Ns ii l a i
bm ea rh ba as gi as
p r o p i n
t s
e i
n ,
p r o g r a m
m e l i h a
k k
o a
d b
y u
a p
, a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
l a p o r a n :
T a h u n
n
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n i
g s
g N i l
R a p o r
S M(S
A K PMBLaI-hA a s i s w
01 )
1 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
k e l a m i n ,
P r o g r a m
S t u d i
I n f o r m a t i k
r a p o r d as rm ia
m e l i h a
bm ea rh ba as gi as
p r o p i n s i ,
p r o g r a m
a g a m a ,
S K P L
B I A
k a b u p a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
1 /
65 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
C o n t o h
t a m p i l a n
l a p o r a n :
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a M a t e B a h a
M
a
t
e
P r o d i
a
m a t
I n g g a t i I n g g
i k a I n g g
i k a
I n g g a
( r -ra at ta
1 2 .
F u n gNsiil a i
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
k e l a m i n ,
C o n t o h
p r o p i n s i ,
p r o g r a m
a g a m a ,
t a m p i l a n
T a h u n
1
F a k u- l
M
a
t
e
B
h
s
R a t
P r o d i
N E M
i k a I n g g
N E M
( r -ra at ta
1 3 .
F u n g Ns ii l a i
m e l i h a
N E M d a mr ai h a b
s e
i r
s b
w a g a
d i m e n s
( i
w a k t u ,
f a k u l t a s ,
(
MSaKhPB
aLI
s-0
A
i 2
1
s)w.a
N E M
k a b u p a
s t u d i ,
s t a t u s
s m a ,
.
m a h a s i s w
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
M a s (uS kK PBLIuA l u s a n
T e s
01 )
3 .
M e r u p a k a n
r a traa t a
n i l a i
d i m e n s i
k e l a m i n ,
F a k u- l
P r o d i
t e s
p r o p i n s i ,
p r o g r a m
T a h u n
1
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
( r -ra at ta
S K P L
B I A
k a
s t u d ji e, n i s m a ,
j
a a
g l
a u
m r
a . m a s u k )
t a m p i l a n
P r o g r a m
S t u d i
I n f o r m a t i k
m e l i h a
m
d a s
r u
i k b l
e u
r l
b u
a s
g a
( w a k t u ,
f a k u l t a s ,
C o n t o h
y f
a u
n n
g g sdii g u n a
t k
u a
k n
l a p o r a n :
T a h u n
n
K u a nP e n a B h s T o t
V e r b
t a t
r a n I n g g N i l
1 /
75 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
1 4 .
F u n g Ns ii l a i
S (MS AK PBLIuA l u s a n
R a p o r
01 )
4 .
M e r u p a k a n
r a traa t a
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i m e n s i
k e l a m i n ,
C o n t o h
r a p o rd a s
r m
i a b l
e u
r l
b u
a s
g a
( w a k t u ,
f a k u l t a s ,
m e l i h a
p r o p i n s i ,
p r o g r a m
a g a m a .
,
t a m p i l a n
s t u d i ,
j a l u r
k a
s m a ,
m a s u k )
l a p o r a n :
T a h u n
T a h u n
T a h u n
T a h u n
F a k u- l
B a h
M a t B a h a M a t e B a h a
K u a n
P r o d i M a t e
a
m a t
I n g g a t i I n g g V e r b
i k a
t a t
I n g g a
( r -ra at ta
1 5 .
F u n gNsiil a i
M e r u p a k a n
r a traa t a
N E M (SLKuPB
lLI
u-0
A
s1a)
5n.
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
N dE aM r il u bl eu rs ba an gi a i
( w a k t u ,
p r o p i n s i ,
p r o g r a m
s t u d i ,
a g a m a ,
j a l.u r
C o n t o h
t a m p i l a n
F u n gNsiil a i
M e r u p a k a n
r a traa t a
k a b u p a t e n
s m a ,
k
a n g k a t a n ,
l a p o r a n :
T a h u n
n
M a t e
B h s
R a t
N E M
i k a I n g g
N E M
E v(S
a K
l P
uBL
aIs0
A1
i )
6 .
y f
a u
n n
g g sdii g u n a
t k
u a
k n
n i l a i
d i l a k u k a n
d i
m a s u k )
T a h u n
1
F a k u- l
M
a
t
e
B
h
s
R a t
P r o d i
N E M
i k a I n g g
N E M
( r -ra at ta
1 6 .
m e l i h a
e v a l u a s i
m a h a s i s w a
m e l i h a
d a r i
u n t u k
h a s
d o s
m a t a k u l i a h d ta er ri t eb ne tr ub a g a( iw a dk it mu e, n s i
f a k u l t a s ,
P r o g r a m
S t u d i
I n f o r m a t i k
p r o d i ,
S K P L
B I A
m.a t a k u l i a h ,
1 /
85 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
d o
C o n t o h
F a k u
P r o- d e v _ w
D o s e
t u
( r -a t
r a t a
F a k u
P r o- d
e v _ w
M a t a
t u
a h
( r -a t
r a t a
1 7 .
t a m p i l a n
l a p o r a n :
T a h u n
1
T a h u n
n
e v _ me v _ m e v _ e v _ e v _ n e v _ w e v _ me v _ m e v _
e
v _ m
k t u
t e r o d e d i a n a t
i
t e r o d e d i a
T a h u n
1
T a h u n
e v _ n
n
e v _ me v _ m e v _ e v _ e v _ n e v _ w e v _ me v _ m e v _
e v _ m
k t u
t e r o d e d i a n a t
i
t e r o d e d i a
F u n g s i
PJ ru om fl ia lh
e v _ n
C a l o n (S MK aP hL a s i s w
B I-0
A1 )
7 .
M e r u p a k a n
j u m l a h
d a r i
c a l o n
m a h a s i s w a
b e r b a g a i
k o d y a ,
j e n i s
d i m e n s i
f a k u l t a s ,
k e l a m i n ,
C o n t o h
F a k u
-P r o d P i l i
y f
a u
n n
g g sdii g u n a
t k
u a
k n
b a r u
u n
( w a k t u ,
p r o g r a m
a g .
a m a ,
t a m p i l a n
m e l i h a
p
s t u d i
j a l u r
m a s
l a p o r a n :
T a h u n
1
T a h u n
n
P i l P i l
T o t a D i t R e g P i l P i l P i l
T o t a D i t R e g
a n
a n
M e n d a r i m r a s a n
a n
a n
M e n d a r i m r a s
( j m l
c a m a b
1 8 . F u n gPsrio f i l
M e r u p a k a n
p r o f i l
C o n t o h
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
b e b a n
( w a k t u ,
B e b a n(S K
S P
kBL
sI-0
A1
D )
8
o .
s e n
ds ak rsi
f a k u l t a s.,
t a m p i l a n
F a k u T e t a p / T i dT a h u
P r o d
N a m a n D o
s k s
( j m l
P r o g r a m
S t u d i
I n f o r m a t i k
T a h u
s k s
S K P L
B I A
d bo es re bn a g a i
p r o d i ,
d o s e n )
l a p o r a n :
T a h u
s k s
d i
T a h u n
s k s
1 /
95 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
1 9 . F u n g Ps ri o s e n t a s e
N i l a (iS K M
PBa
LIt
-Aa
K u l
01 )
9 .
M e r u p a k a n
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
p r o s e n t a s e
( w a k t u ,
n i l a di a rmia t ba e rk bu al gi aa ih
f a k u l t a s ,
p r o d i ,
d i
m a t
k e l .
a s )
C o n t o h
t a m p i l a n
F a k u l Nt a m a
P r o d -K e l a
A
( p r o s
n i l a i
l a p o r a n :
T a h u n
1
B
C
D
E
2 0 . F u n g s
P i
r o s e n t a s e
A
M a t a
T a h u n
B
C
D
n
E
K u l i a h
(S K PBLI-0
A2 )
0 .
M e r u p a k a n
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
p r o s e n t a s e
k e t i d a k l u l u s
d a n
r i
b e r b a g a i
d i m e n s i
m a t a k u l i a h ,
C o n t o h
d.o s e n ,
t a m p i l a n
F a k u l Nt a m a
D o s e
P r o d -K e l a
J
T i
( j
m a
u
d
m
h
m a t
( w a k t u ,
f a k
k e l a s )
l a p o r a n :
T a h u n
n
T a h u n
1
m l aP r o s e n t
J u m l a P r o s e n
a k
L u l u s T i d a k
T i d a k
l
a s i s
2 1 . F u n gPsrs
ioe n t K
a e
s h
e a d (
iSrKaPB
nLI-0
A2 )
1 .
M e r u p a k a n
p r o s e n t a s e
P r o g r a m
S t u d i
I n f o r m a t i k
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
k e h a d i r a n
S K P L
B I A
d o
d s
a e
r n
i
2 /
05 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
d a
b e r b a g a i
d i m e n s i
m a t a k u l i a h ,
C o n t o h
F a k u N a m a
D o s
P r o
-K e l a
d.o s e n ,
t a m p i l a n
R a t a
K e h a d
M a h a s
T
P
K
M
a
r
e
a
h
o
h
h
( w a k t u ,
u
s
a
a
k e l a s )
l a p o r a n :
T a h
1
J u m l a R a t a P r o
K e h a dK e h a d K e h
n
D o M a h a s M a h
n
e
d
s
2 2 . F u n g Js ui m l a h
f a k
u
s
a
a
n
n
e J u m l a
d K e h a d
s n
D o
M a h a s i s w(Sa K PTBLiI-aA p
K e l
0 2)2.
M e r u p a k a n
j u m l a h
y f
a u
n n
g g s di i g u n a
t k
uma
ken l i h a t
m a h a s i s wd aa r ti i ab pe r kb ea lg aa si
( w a k t u ,
f a k u l t a s ,
p r o d i ,
d i
m a t
k e l .
a s )
C o n t o h
t a m p i l a n
T a h u n
F a k u l Nt a m a
D o s e
P r o d -K e l a
J u m l a h
l a p o r a n :
T a h u n T a h u n T a h u n
J u m l a J u m l a J u m l a
M h s
M h s
M h s
( j m l
m a h a s i s
2 3 . F u n gPsrio f i l
M e r u p a k a n
p r o f i l
d o s e n ,
C o n t o h
y f
a u
n n
g g sdii g u n a
t k
uma
ken l i h a t
i p k
d i m e n s i
I P(S
K K P
KBL
eIl0
Aa3
2)
s .
k e l a s
( w a k t u ,
s ed ta ir ai p b me ar tb aa g ka u
f a k u l t a s ,
.k e l a s )
t a m p i l a n
F a k u N a m a
D o s
P r o
-K e l a
P r o g r a m
S t u d i
I n f o r m a t i k
l a p o r a n :
T a h u n T a h u T a h u T a h u
KI P K
KI P K
I P K
K eI P K
K
S K P L
B I A
2 /
15 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
p r o
2 4 . F u n g Ps ri o f i l
I P K
(I
S P
K S
PBLIM
-Aa h a s i
d a n
02 )
4 .
M e r u p a k a n
p r o f i l
i p k
( w a k t u ,
k o d y a ,
y f
a u
n n
g g sdii g u n a
t k
u a
k n
d a n
diaprsi
m a.h a s i s w a )
C o n t o h
t a m p i l a n
d i
p r o p
j a l u r
m
l a p o r a n :
P e r s M
e h
n s
t a s e
I P S
P e r s M
e h
n s
t a s e
d e n g a n
I P
d e n g a n
I P
> 3 , M i n R a tM a k
2, 0
> 3 ,
<
2, 0 0 3 ,- 0
<
3 ,- 0
0
0
2 , 0 3 , 0 3 , 5
2 , 0
3 , 5
3 , 0
2 . K
3 a r a k t e r i s t i k
P e n g g u n a
K a r a k t e r i s t i k
a d a l a h
p r o d i ,
k e l a m i n ,
s t a t u s
I P K
F a k u
P r o d
T a h u M i n R a tM a k
mbaehrabsaigsawia
f a k u l t a s ,
j e n i s
m e l i h a
s e b a g a i
d a r i
p e n g g u n a
b e r i k u t
p e
:
1 .M e m a h a m i
p e n g o p e r a s i a n
2 .M e m a h a m i
p e n g g u n a a n
K o m p u t e
B I A .
2 . B
4 a t a-B
saatna s a n
B a t a-b
s a t
n a s a n
B I A
t e r s e b u t
d a l a m
a d a l a h
1 .K e b i j a k s a n a a n
B e r p e d o m a n
p e r a n g k a t
P r o g r a m
S t u d i
I n f o r m a t i k
:
U m u m
p a d a
l u n a k
2 .K e t e r b a t a s a n
p e n g e m b a n g a n
t u j u a n
B I A .
p e r a n g k a t
S K P L
B I A
d a r i
k e r a s
2 /
25 2
Do k u m e n
i n i
d a n
i n f o r m a s i
y a n g
d i m i l i kU iA nJ yY a
b e r s i f a t
r a h a -sr ie ap .r o Dd iu lk as ri a nd go k uu nm te un k i mn ei
t a n p a
I n f o r m a t i k a
D a p a t
d i k e t a h u i
b e r j a l a n
2 . A
5 s u m s i
o p e r a s i
( w e b
3
K e t e r g a n t u n g a n
i n i
k o m p u t e r
s e t e
( s e k
s e
u b
a u
i t u
d h
e a
n n
g )
a .
n
d a n
S i s t e m