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tr
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Dietar
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Fu
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m
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Sm
ar
t n
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s
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rticle
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li
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se
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C
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Ap
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Palem
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id
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o
wth
,
an
d
f
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t
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r
e
p
r
o
d
u
ctiv
ity
[
1
]
.
I
n
I
n
d
o
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th
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p
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ev
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tu
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tech
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-
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ted
in
ter
v
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s
[
2
]
.
T
r
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itio
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o
n
ito
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in
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ap
p
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r
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ea
l
-
t
im
e
n
u
tr
itio
n
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g
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id
an
ce
[
3
]
.
A
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t
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f
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ci
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l
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n
te
l
li
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n
c
e
(
A
I
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h
a
s
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m
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e
d
a
s
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p
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m
i
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n
g
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n
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n
d
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u
t
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t
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p
p
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s
.
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d
d
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p
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d
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t
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o
n
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h
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w
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l
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d
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m
p
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is
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c
o
n
d
i
ti
o
n
s
[
4
]
.
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l
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n
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ca
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d
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p
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m
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,
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n
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c
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d
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ti
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s
[
5
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.
Si
m
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l
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r
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I
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p
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6
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[
7
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.
D
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[
8
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,
[
9
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I
m
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ased
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eth
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s
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9
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[
1
1
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Nev
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th
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p
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ed
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s
[
1
2
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,
an
d
th
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alize
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f
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s
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PF
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ap
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[
1
3
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I
n
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n
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tex
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ass
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[
1
4
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d
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[
1
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tr
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f
tech
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m
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wev
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f
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r
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m
en
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at
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ased
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2.
M
E
T
H
O
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T
h
is
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was
co
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th
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o
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ed
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t
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d
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f
twar
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teg
r
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,
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u
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g
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o
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m
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latio
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d
v
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r
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r
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An
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v
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v
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o
f
th
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r
esear
ch
wo
r
k
f
lo
w
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p
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esen
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in
Fig
u
r
e
1
.
Sy
s
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alid
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two
co
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ased
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Fig
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1
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Flo
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1196
2
.
1
.
Resea
rc
h
d
esig
n
T
h
e
s
tu
d
y
f
o
llo
wed
a
n
en
g
in
ee
r
in
g
r
esear
ch
a
n
d
d
ev
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m
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r
am
ewo
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k
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e
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n
in
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with
r
eq
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ir
em
e
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t
an
aly
s
is
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d
s
y
s
tem
m
o
d
elin
g
,
f
o
llo
wed
b
y
p
r
o
to
ty
p
e
im
p
lem
en
tatio
n
an
d
it
er
ativ
e
test
in
g
[
1
6
]
.
T
h
e
s
y
s
tem
ar
ch
itectu
r
e
in
teg
r
ates
I
o
T
-
b
ased
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ar
d
war
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m
p
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—
in
clu
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lo
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,
Ar
d
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FI
D
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th
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in
ter
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twar
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les
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m
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r
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g
a
n
An
d
r
o
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licatio
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,
a
web
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ased
m
an
ag
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p
latf
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m
,
an
d
a
f
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g
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T
h
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in
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ated
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esig
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en
ab
les
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ea
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-
tim
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ata
ac
q
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is
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,
p
r
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s
in
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d
f
ee
d
b
ac
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with
in
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o
m
m
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h
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lth
s
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s
.
2
.
2
.
Resea
rc
h
pro
ce
du
re
s
T
h
e
r
esear
ch
p
r
o
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d
u
r
es
wer
e
o
r
g
an
ized
in
to
f
o
u
r
m
ain
p
h
ases
.
First,
a
k
n
o
wled
g
e
b
ase
was
co
n
s
tr
u
cted
u
s
in
g
n
atio
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al
f
o
o
d
co
m
p
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s
itio
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d
ata
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ases
,
r
elev
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t
liter
atu
r
e,
a
n
d
c
o
n
s
u
ltatio
n
s
with
n
u
tr
itio
n
ex
p
er
ts
[
1
7
]
.
Seco
n
d
,
th
e
f
u
zz
y
in
f
er
e
n
ce
alg
o
r
it
h
m
was
d
esig
n
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b
y
d
ef
i
n
in
g
in
p
u
t
v
ar
iab
les
r
elate
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to
ch
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ch
ar
ac
ter
is
tics
an
d
f
o
o
d
n
u
tr
i
en
t
co
m
p
o
s
itio
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,
alo
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g
with
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u
tp
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t
v
ar
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r
ep
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u
tr
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ac
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s
co
r
es
an
d
d
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y
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ec
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m
m
e
n
d
atio
n
s
[
1
8
]
.
T
h
ir
d
,
s
y
s
tem
i
m
p
lem
en
tatio
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in
v
o
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atin
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war
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m
p
o
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en
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with
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e
an
d
r
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ap
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licatio
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B
lu
eto
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d
W
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Fi,
en
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to
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o
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ca
lcu
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,
an
d
i
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f
er
en
ce
ex
ec
u
tio
n
[
1
9
]
.
Fin
ally
,
test
in
g
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d
v
alid
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wer
e
c
o
n
d
u
cte
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to
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ain
s
t e
x
p
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r
t n
u
tr
itio
n
is
t a
s
s
ess
m
en
ts
.
2
.
3
.
F
uzzy
lo
g
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infe
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em
D
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M
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c
e
r
t
a
i
n
t
y
i
n
n
u
t
r
i
t
i
o
n
a
l
d
e
c
i
s
i
o
n
-
m
a
k
i
n
g
[
2
0
]
,
[
2
1
]
.
T
h
e
m
o
d
el
ev
alu
ates
d
ietar
y
in
tak
e
b
y
co
n
s
id
er
in
g
k
e
y
m
ac
r
o
-
an
d
m
icr
o
n
u
tr
ien
ts
r
elev
a
n
t
to
ea
r
ly
ch
ild
h
o
o
d
g
r
o
wth
a
n
d
s
tu
n
tin
g
p
r
e
v
en
tio
n
.
I
n
p
u
t
v
ar
iab
les
in
clu
d
e
en
er
g
y
,
p
r
o
tein
,
f
at,
f
i
b
er
,
ir
o
n
,
ca
lciu
m
,
an
d
v
itam
i
n
ad
eq
u
ac
y
,
d
ef
in
ed
in
ac
c
o
r
d
an
ce
with
g
u
id
elin
es
f
r
o
m
t
h
e
W
o
r
ld
Hea
lth
Or
g
an
izatio
n
(
W
HO)
an
d
th
e
I
n
d
o
n
esian
Min
is
tr
y
o
f
Hea
lth
.
T
h
e
s
y
s
tem
p
r
o
d
u
ce
s
a
n
u
tr
it
io
n
al
ad
eq
u
ac
y
s
co
r
e
r
a
n
g
in
g
f
r
o
m
0
t
o
1
0
0
,
lin
g
u
is
tically
class
if
ied
in
to
f
o
u
r
ca
teg
o
r
ies:
d
ef
icien
t,
m
o
d
er
ate,
s
u
f
f
icien
t,
an
d
ex
c
ess
iv
e
.
A
to
tal
o
f
4
2
f
u
zz
y
r
u
l
es
wer
e
f
o
r
m
u
lated
to
r
ep
r
esen
t
d
if
f
er
e
n
t
n
u
tr
ie
n
t
ad
eq
u
ac
y
co
n
d
itio
n
s
.
T
h
e
r
u
le
b
ase
was
d
ev
elo
p
e
d
th
r
o
u
g
h
ex
p
er
t
co
n
s
u
ltatio
n
in
v
o
lv
in
g
licen
s
ed
n
u
tr
itio
n
is
ts
an
d
a
p
u
b
lic
h
ea
lth
s
p
ec
ial
is
t,
an
d
was
s
u
b
s
eq
u
en
tly
ali
g
n
ed
with
n
atio
n
al
d
ietar
y
s
tan
d
ar
d
s
a
n
d
s
cien
tifi
c
liter
atu
r
e
to
en
s
u
r
e
clin
ical
r
elev
an
ce
.
An
illu
s
tr
ativ
e
ex
am
p
le
o
f
a
f
u
zz
y
r
u
le
is
:
I
F
en
er
g
y
in
tak
e
is
L
o
w
AND
p
r
o
tein
in
tak
e
is
L
o
w
AND
ir
o
n
in
tak
e
is
L
o
w
,
T
HE
N
n
u
tr
itio
n
al
ad
e
q
u
ac
y
is
Def
icien
t
.
Fo
r
clar
ity
,
T
ab
le
1
p
r
esen
ts
a
s
im
p
lifie
d
r
ep
r
esen
tatio
n
o
f
a
d
eq
u
ac
y
ca
teg
o
r
ies
u
s
in
g
o
n
ly
en
er
g
y
an
d
p
r
o
tein
in
p
u
ts
,
wh
ile
th
e
f
u
ll
s
y
s
tem
in
co
r
p
o
r
ates
ad
d
itio
n
al
m
ac
r
o
-
an
d
m
icr
o
n
u
tr
ien
ts
.
Def
u
zz
i
f
icatio
n
was
p
er
f
o
r
m
ed
u
s
in
g
t
h
e
ce
n
tr
o
id
m
et
h
o
d
to
g
en
e
r
ate
a
cr
is
p
n
u
tr
itio
n
al
ad
eq
u
ac
y
s
co
r
e
,
wh
ic
h
s
er
v
es
as
th
e
b
asis
f
o
r
d
ieta
r
y
ev
al
u
atio
n
an
d
p
er
s
o
n
alize
d
r
ec
o
m
m
en
d
atio
n
g
en
er
atio
n
.
2
.
4
.
Da
t
a
s
et
cha
ra
c
t
er
is
t
ics a
nd
lim
it
a
t
io
ns
T
h
e
d
ataset
c
o
m
p
r
is
ed
n
u
tr
itio
n
al
co
m
p
o
s
itio
n
d
ata
d
er
iv
ed
f
r
o
m
I
n
d
o
n
esian
f
o
o
d
co
m
p
o
s
itio
n
tab
les
an
d
ap
p
r
o
x
im
ately
2
0
0
v
alid
ated
to
d
d
ler
m
ea
l
r
ec
ip
es
co
m
m
o
n
ly
u
s
ed
in
co
m
m
u
n
it
y
h
ea
lth
p
r
o
g
r
am
s
.
C
h
ild
p
r
o
f
ile
d
ata
—
in
clu
d
i
n
g
ag
e,
b
o
d
y
weig
h
t,
an
d
d
aily
d
ietar
y
in
tak
e
—
wer
e
c
o
llected
in
co
llab
o
r
atio
n
with
p
ar
tn
er
p
o
s
y
a
n
d
u
an
d
p
u
s
k
esm
as.
W
h
ile
th
e
d
ataset
r
ef
lects
ty
p
ical
d
ietar
y
p
atter
n
s
with
in
th
e
s
tu
d
y
ar
ea
,
its
g
eo
g
r
ap
h
ic
s
co
p
e
an
d
s
ize
r
em
ain
lim
ited
.
C
o
n
s
eq
u
en
tly
,
d
ietar
y
d
iv
e
r
s
ity
ac
r
o
s
s
d
if
f
er
en
t
r
eg
io
n
s
an
d
s
o
cio
ec
o
n
o
m
ic
g
r
o
u
p
s
m
a
y
n
o
t
b
e
f
u
lly
r
ep
r
esen
ted
.
T
h
is
lim
itatio
n
is
ad
d
r
ess
ed
in
p
l
an
n
ed
f
u
tu
r
e
wo
r
k
th
r
o
u
g
h
m
u
lti
-
s
ite
an
d
l
o
n
g
itu
d
in
al
d
ata
co
llectio
n
.
2
.
5
.
Da
t
a
priv
a
c
y
,
s
ec
urit
y
,
a
nd
et
hica
l c
o
ns
idera
t
io
ns
Giv
en
th
e
s
en
s
itiv
e
n
at
u
r
e
o
f
p
ed
iatr
ic
h
ea
lth
d
ata,
p
r
iv
ac
y
an
d
s
ec
u
r
ity
wer
e
in
te
g
r
al
to
t
h
e
s
y
s
tem
d
esig
n
.
Per
s
o
n
al
id
en
tifie
r
s
wer
e
an
o
n
y
m
ized
p
r
io
r
to
s
to
r
ag
e,
an
d
s
y
s
tem
ac
ce
s
s
wa
s
co
n
tr
o
lled
th
r
o
u
g
h
u
s
er
au
th
en
ticatio
n
a
n
d
r
o
le
-
b
ased
au
th
o
r
izatio
n
.
Data
tr
an
s
m
is
s
io
n
b
etwe
en
I
o
T
d
ev
ices,
m
o
b
i
le
ap
p
licatio
n
s
,
an
d
th
e
web
s
er
v
er
em
p
lo
y
e
d
en
c
r
y
p
ted
c
o
m
m
u
n
icatio
n
p
r
o
to
c
o
ls
.
E
th
ical
ap
p
r
o
v
al
was
o
b
t
ain
ed
p
r
io
r
to
d
ata
co
llectio
n
,
a
n
d
i
n
f
o
r
m
ed
co
n
s
en
t
was
s
ec
u
r
ed
f
r
o
m
all
p
ar
ti
cip
atin
g
p
ar
en
ts
o
r
ca
r
eg
iv
er
s
in
ac
co
r
d
an
ce
with
estab
lis
h
ed
eth
ical
s
tan
d
ar
d
s
f
o
r
p
ed
iatr
ic
r
esear
ch
.
T
ab
le
1
.
I
llu
s
tr
ativ
e
a
d
eq
u
ac
y
ca
teg
o
r
ies b
ased
o
n
en
er
g
y
an
d
p
r
o
tein
in
p
u
ts
I
n
p
u
t
(
e
n
e
r
g
y
/
p
r
o
t
e
i
n
)
O
u
t
p
u
t
(
a
d
e
q
u
a
c
y
sc
o
r
e
)
Lo
w
/
Lo
w
D
e
f
i
c
i
e
n
t
(
0
–
4
0
)
A
d
e
q
u
a
t
e
/
L
o
w
M
o
d
e
r
a
t
e
(
4
1
–
6
0
)
A
d
e
q
u
a
t
e
/
A
d
e
q
u
a
t
e
S
u
f
f
i
c
i
e
n
t
(
6
1
–
8
0
)
H
i
g
h
/
A
d
e
q
u
a
t
e
Ex
c
e
ssi
v
e
(
8
1
–
1
0
0
)
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J Ar
tif
I
n
tell
I
SS
N:
2252
-
8
9
3
8
I
o
T
-
en
a
b
le
d
s
ma
r
t n
u
tr
itio
n
s
ca
le
u
s
in
g
fu
z
z
y
lo
g
ic
fo
r
d
ieta
r
y
a
s
s
ess
men
t a
n
d
…
(
Wa
h
yu
Wij
a
ya
Wid
iya
n
to
)
1197
2
.
6
.
Sy
s
t
e
m
s
ca
la
bil
it
y
a
nd
deplo
y
m
ent
co
ns
idera
t
io
ns
T
h
e
s
y
s
tem
ar
ch
itectu
r
e
was
d
esig
n
ed
to
s
u
p
p
o
r
t
s
ca
lab
le
d
ep
lo
y
m
e
n
t
ac
r
o
s
s
m
u
ltip
le
c
o
m
m
u
n
ity
h
ea
lth
ce
n
ter
s
.
Mo
d
u
lar
I
o
T
h
ar
d
war
e
en
ab
les
ad
d
itio
n
al
u
n
its
to
b
e
in
s
talled
with
o
u
t
s
u
b
s
tan
tial
s
y
s
tem
m
o
d
if
icatio
n
,
wh
ile
th
e
web
-
b
ased
p
latf
o
r
m
f
ac
ilit
ates
ce
n
tr
alize
d
d
ata
m
an
ag
em
en
t
an
d
m
o
n
ito
r
in
g
ac
r
o
s
s
s
ites
.
T
h
is
d
esig
n
s
u
p
p
o
r
ts
p
o
ten
tial
ex
p
an
s
io
n
f
r
o
m
s
in
g
le
-
p
o
s
y
an
d
u
d
ep
lo
y
m
en
t
to
d
is
t
r
ict
-
o
r
p
r
o
v
in
cial
-
lev
el
im
p
lem
en
tatio
n
,
alig
n
in
g
with
b
r
o
a
d
er
p
u
b
lic
h
ea
lth
n
u
tr
itio
n
in
itiativ
es.
Fu
t
u
r
e
i
n
te
g
r
atio
n
with
clo
u
d
-
b
ased
h
ea
lth
in
f
o
r
m
atio
n
s
y
s
tem
s
is
an
ticip
ated
to
f
u
r
th
e
r
en
h
an
ce
in
ter
o
p
er
ab
ilit
y
a
n
d
s
ca
l
ab
ilit
y
.
2
.
7
.
Da
t
a
a
cquis
it
io
n
Data
ac
q
u
is
itio
n
en
c
o
m
p
ass
ed
th
r
ee
ca
te
g
o
r
ies
.
First
,
n
u
tr
itio
n
al
d
ata
s
o
u
r
ce
d
f
r
o
m
I
n
d
o
n
esian
f
o
o
d
s
tan
d
ar
d
s
an
d
v
alid
ate
d
to
d
d
l
er
r
ec
ip
es
.
Seco
n
d
,
u
s
er
d
ata
d
er
iv
e
d
f
r
o
m
ch
ild
p
r
o
f
iles
co
llected
at
p
a
r
tn
er
p
o
s
y
an
d
u
an
d
p
u
s
k
esm
as
.
T
h
ir
d
,
test
in
g
d
ata,
in
clu
d
in
g
ca
l
ib
r
atio
n
weig
h
ts
an
d
co
n
tr
o
lle
d
m
ea
l
p
lan
s
u
s
ed
f
o
r
s
y
s
tem
ev
alu
atio
n
.
2
.
8
.
Va
lid
a
t
i
o
n a
nd
t
esting
Sy
s
tem
v
alid
atio
n
was
co
n
d
u
cted
in
two
s
tag
es
as
s
h
o
wn
i
n
Fig
u
r
e
2
.
First,
s
en
s
o
r
ca
lib
r
atio
n
was
p
er
f
o
r
m
ed
b
y
co
m
p
ar
in
g
l
o
ad
ce
ll
m
ea
s
u
r
em
en
ts
with
s
tan
d
ar
d
ca
lib
r
atio
n
weig
h
ts
u
s
in
g
th
e
ex
p
e
r
im
en
tal
s
etu
p
s
h
o
wn
in
Fig
u
r
e
2
(
a)
.
Seco
n
d
,
f
u
n
ctio
n
al
v
alid
atio
n
in
v
o
lv
ed
co
m
p
ar
in
g
n
u
tr
itio
n
al
ad
eq
u
ac
y
s
co
r
es
g
en
er
ated
b
y
th
e
f
u
zz
y
in
f
er
e
n
ce
s
y
s
tem
with
ex
p
er
t
n
u
tr
itio
n
is
t
ass
e
s
s
m
en
ts
,
a
s
illu
s
tr
a
ted
in
Fig
u
r
e
2
(
b
)
.
T
h
e
q
u
an
titativ
e
r
esu
lts
o
f
th
e
s
e
v
alid
atio
n
p
r
o
ce
d
u
r
es
ar
e
p
r
esen
ted
an
d
d
is
cu
s
s
ed
in
t
h
e
r
esu
lts
s
ec
tio
n
.
T
h
e
o
v
er
all
ev
alu
atio
n
p
r
o
d
u
ce
d
d
ietar
y
ad
eq
u
ac
y
s
co
r
es
an
d
co
r
r
esp
o
n
d
in
g
r
ec
ip
e
r
ec
o
m
m
en
d
atio
n
s
,
with
th
e
co
m
p
lete
r
esear
ch
wo
r
k
f
lo
w
il
lu
s
tr
ated
in
Fig
u
r
e
1
.
(
a)
(
b
)
Fig
u
r
e
2
.
Valid
atio
n
r
esu
lts
s
h
o
win
g
(
a)
s
en
s
o
r
ac
cu
r
ac
y
ca
li
b
r
atio
n
cu
r
v
e
a
n
d
(
b
)
s
y
s
tem
a
d
eq
u
ac
y
ev
alu
atio
n
co
m
p
ar
ed
to
ex
p
er
t
n
u
tr
itio
n
is
t
3.
RE
SU
L
T
S AN
D
D
I
SCU
SS
I
O
N
T
h
is
s
ec
tio
n
r
ep
o
r
ts
th
e
ex
p
er
im
en
tal
ev
alu
atio
n
o
f
th
e
p
r
o
p
o
s
ed
I
o
T
-
e
n
ab
led
f
u
zz
y
lo
g
i
c
n
u
tr
itio
n
s
ca
le
.
C
o
v
er
in
g
s
en
s
o
r
ca
lib
r
atio
n
,
d
ietar
y
ad
e
q
u
ac
y
ass
es
s
m
en
t,
p
r
o
t
o
ty
p
e
im
p
lem
en
ta
tio
n
,
an
d
u
s
ab
ilit
y
an
aly
s
is
.
Qu
an
titativ
e
r
esu
lts
ar
e
co
m
p
lem
e
n
ted
b
y
q
u
ali
tativ
e
o
b
s
er
v
atio
n
s
an
d
co
n
t
ex
tu
alize
d
th
r
o
u
g
h
co
m
p
ar
is
o
n
with
r
elate
d
s
tu
d
i
es
[
2
0
]
‒
[
2
2
]
.
3
.
1
.
Sens
o
r
ca
lib
ra
t
io
n a
nd
a
cc
ura
cy
v
a
lid
a
t
io
n
L
o
ad
ce
ll
p
er
f
o
r
m
a
n
ce
was
ev
alu
ated
u
s
in
g
ca
lib
r
atio
n
weig
h
ts
r
an
g
in
g
f
r
o
m
0
g
to
3
0
0
g
.
As
illu
s
tr
ated
in
Fig
u
r
e
2
(
a)
,
th
e
m
ea
s
u
r
ed
weig
h
ts
ex
h
ib
it
a
s
tr
o
n
g
lin
ea
r
r
elatio
n
s
h
ip
wit
h
r
ef
er
e
n
ce
v
alu
es.
R
eg
r
ess
io
n
an
aly
s
is
y
ield
s
a
c
o
ef
f
icien
t
o
f
d
eter
m
in
atio
n
o
f
R
²
≈
0
.
9
9
9
5
,
in
d
icatin
g
h
ig
h
m
ea
s
u
r
em
en
t
f
id
elity
ac
r
o
s
s
th
e
test
ed
r
an
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e.
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h
e
ca
lib
r
atio
n
r
elatio
n
s
h
ip
is
ex
p
r
ess
ed
as:
=
+
(
1
)
W
h
er
e
is
esti
m
ated
weig
h
t,
is
ac
tu
al
weig
h
t,
α
is
ca
lib
r
ati
o
n
co
e
f
f
icien
t,
a
n
d
ε
d
e
n
o
tes
m
ea
s
u
r
em
en
t
er
r
o
r
.
T
h
e
s
m
all
v
alu
e
o
f
ε
ac
r
o
s
s
r
ep
ea
ted
tr
ials
co
n
f
ir
m
s
s
y
s
tem
s
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ilit
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.
T
h
ese
f
in
d
in
g
s
ar
e
co
n
s
is
ten
t
with
o
th
er
I
o
T
-
b
ased
s
en
s
in
g
s
y
s
te
m
s
r
ep
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r
tin
g
R
²
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alu
es a
b
o
v
e
0
.
9
9
f
o
r
h
ea
lth
ca
r
e
ap
p
licatio
n
s
[
2
3
]
‒
[
2
5
]
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
2
5
2
-
8
9
3
8
I
n
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tif
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tell
,
Vo
l.
15
,
No
.
2
,
Ap
r
il
20
26
:
1
1
9
4
-
1
2
0
1
1198
3
.
2
.
F
uzzy
lo
g
ic
a
dequ
a
cy
e
v
a
lua
t
io
n
Dietar
y
ad
eq
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ac
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ass
ess
m
en
t
was
p
er
f
o
r
m
ed
u
s
in
g
a
Ma
m
d
an
i
-
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ased
f
u
zz
y
in
f
e
r
en
ce
m
ec
h
an
is
m
with
m
ax
–
m
in
c
o
m
p
o
s
itio
n
.
T
h
e
f
ir
in
g
s
tr
en
g
th
o
f
ea
ch
r
u
le
was
co
m
p
u
ted
u
s
in
g
th
e
m
in
im
u
m
o
p
er
ato
r
ac
r
o
s
s
th
e
r
elev
an
t n
u
tr
ien
t m
e
m
b
er
s
h
ip
f
u
n
ctio
n
s
,
f
o
llo
wed
b
y
ag
g
r
eg
atio
n
u
s
in
g
th
e
m
ax
i
m
u
m
o
p
er
ato
r
:
µ
(
)
=
{
m
i
n
(
µ
,
(
)
,
µ
,
(
)
,
µ
,
(
)
,
µ
,
(
)
,
µ
,
(
)
,
µ
,
(
)
,
µ
,
(
)
)
}
(
2
)
W
h
er
e
µ
(
)
r
ep
r
esen
ts
th
e
ag
g
r
eg
ated
m
em
b
e
r
s
h
ip
d
eg
r
e
e
o
f
n
u
tr
itio
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a
d
eq
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ac
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,
an
d
µ
,
(
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,
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,
(
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(
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(
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(
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d
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,
(
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en
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te
t
h
e
m
em
b
er
s
h
ip
v
alu
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f
ea
c
h
n
u
tr
ien
t u
n
d
e
r
th
e
i
-
th
f
u
zz
y
r
u
le.
R
ep
r
esen
tativ
e
r
esu
lts
co
m
p
ar
in
g
ex
p
er
t
n
u
tr
itio
n
is
t
ass
ess
m
en
ts
an
d
f
u
zz
y
in
f
er
en
ce
o
u
tp
u
ts
ar
e
s
u
m
m
ar
ized
in
T
a
b
le
2
.
Acr
o
s
s
th
e
ev
alu
ated
ca
s
es,
d
ev
iatio
n
s
b
etwe
en
ex
p
er
t
s
co
r
es
an
d
s
y
s
tem
-
g
en
er
ated
s
co
r
es r
em
ain
with
in
a
n
ar
r
o
w
r
an
g
e,
in
d
icatin
g
clo
s
e
ag
r
ee
m
en
t.
T
o
q
u
an
tify
a
g
r
ee
m
e
n
t
m
o
r
e
s
y
s
tem
atica
lly
,
th
e
m
ea
n
ab
s
o
lu
te
e
r
r
o
r
(
MA
E
)
an
d
r
o
o
t
m
ea
n
s
q
u
a
r
e
er
r
o
r
(
R
MSE
)
wer
e
c
o
m
p
u
te
d
u
s
in
g
p
air
e
d
e
x
p
er
t
–
s
y
s
tem
s
co
r
es.
T
h
e
r
esu
ltin
g
MA
E
o
f
2
.
9
6
an
d
R
MSE
o
f
3
.
4
1
i
n
d
icate
lo
w
p
r
ed
ictio
n
er
r
o
r
.
A
g
r
ee
m
en
t
was
f
u
r
th
er
ex
am
in
e
d
u
s
in
g
B
lan
d
–
Altm
an
an
al
y
s
is
,
wh
ich
s
h
o
ws
th
at
m
o
s
t
d
if
f
e
r
en
ce
s
f
al
l
with
in
th
e
±
1
.
9
6
s
tan
d
ar
d
d
ev
iatio
n
lim
its
,
with
n
o
ev
id
e
n
t
s
y
s
tem
atic
b
ias
ac
r
o
s
s
ad
eq
u
ac
y
lev
els.
T
o
g
et
h
er
,
th
ese
f
in
d
in
g
s
s
u
g
g
est
th
at
th
e
f
u
zz
y
in
f
e
r
en
ce
s
y
s
tem
p
r
o
d
u
ce
s
d
ietar
y
a
d
eq
u
ac
y
ass
ess
m
en
ts
clo
s
ely
alig
n
ed
with
e
x
p
er
t
ju
d
g
m
en
t,
co
n
s
is
ten
t w
ith
p
r
io
r
f
u
zz
y
-
b
ased
clin
ical
d
ec
is
io
n
s
u
p
p
o
r
t stu
d
ies
[
2
6
]
,
[
2
7
]
.
T
ab
le
2
.
C
o
m
p
a
r
is
o
n
o
f
ex
p
e
r
t a
n
d
f
u
zz
y
ad
e
q
u
ac
y
s
co
r
es
C
a
se
Ex
p
e
r
t
sc
o
r
e
F
u
z
z
y
s
c
o
r
e
D
e
v
i
a
t
i
o
n
(
%)
1
72
70
-
2
.
7
2
65
67
+
3
.
1
3
80
78
-
2
.
5
4
58
60
+
3
.
4
5
90
88
-
2
.
2
3
.
3
.
P
r
o
t
o
t
y
pe
im
plem
ent
a
t
i
o
n
Fig
u
r
e
3
illu
s
tr
ates
th
e
r
ea
lize
d
s
y
s
tem
p
r
o
to
ty
p
e
an
d
its
m
o
b
ile
ap
p
licatio
n
in
ter
f
ac
e.
T
h
e
h
ar
d
war
e
u
n
it
as
s
h
o
wn
in
Fig
u
r
e
3
(
a
)
in
teg
r
ates
a
lo
ad
ce
ll
s
en
s
o
r
,
Ar
d
u
in
o
m
icr
o
co
n
tr
o
ller
,
R
FID
r
ea
d
er
,
ca
m
er
a
,
an
d
th
er
m
al
p
r
in
ter
,
en
ab
lin
g
r
ea
l
-
tim
e
f
o
o
d
m
ea
s
u
r
e
m
en
t,
id
en
t
if
icatio
n
,
an
d
r
e
p
o
r
tin
g
.
T
h
e
An
d
r
o
id
ap
p
licatio
n
in
ter
f
ac
e
as
s
h
o
wn
in
Fig
u
r
e
3
(
b
)
s
u
p
p
o
r
ts
ch
ild
p
r
o
f
ile
m
a
n
ag
em
en
t,
d
ietar
y
in
tak
e
ev
al
u
atio
n
,
v
is
u
aliza
tio
n
o
f
ad
eq
u
ac
y
s
co
r
es,
an
d
g
e
n
er
atio
n
o
f
p
e
r
s
o
n
alize
d
d
ietar
y
r
ec
o
m
m
en
d
atio
n
s
.
T
h
is
in
t
eg
r
atio
n
f
ac
ilit
ates
s
ea
m
less
in
ter
ac
tio
n
b
etwe
en
u
s
er
s
an
d
th
e
u
n
d
er
ly
i
n
g
s
en
s
in
g
an
d
in
f
er
e
n
ce
co
m
p
o
n
e
n
ts
.
(
a)
(
b
)
Fig
u
r
e
3
.
Sy
s
tem
p
r
o
to
ty
p
e
:
(
a
)
h
ar
d
war
e
u
n
it
an
d
(
b
)
A
n
d
r
o
id
ap
p
licatio
n
in
te
r
f
ac
e
3
.
4
.
P
er
f
o
r
m
a
nce
a
nd
us
a
bil
it
y
t
esting
Sy
s
tem
p
er
f
o
r
m
a
n
ce
was
ev
al
u
ated
b
y
m
ea
s
u
r
in
g
r
esp
o
n
s
e
tim
e
f
r
o
m
f
o
o
d
p
lace
m
e
n
t
to
ad
eq
u
ac
y
s
co
r
e
g
en
er
atio
n
.
Acr
o
s
s
5
0
tr
ials
,
th
e
av
er
ag
e
r
esp
o
n
s
e
tim
e
was
1
.
8
5
s
ec
o
n
d
s
,
s
atis
f
y
in
g
r
ea
l
-
tim
e
o
p
er
atio
n
al
r
eq
u
ir
em
en
ts
f
o
r
c
o
m
m
u
n
ity
h
ea
lth
s
ettin
g
s
.
Usab
ilit
y
ev
alu
atio
n
was
co
n
d
u
c
ted
in
co
llab
o
r
atio
n
with
a
p
a
r
tn
er
p
o
s
y
a
n
d
u
,
in
v
o
lv
in
g
1
5
co
m
m
u
n
ity
h
ea
lth
ca
d
r
es
an
d
2
5
ca
r
eg
iv
er
s
.
T
h
e
s
y
s
tem
ac
h
iev
e
d
a
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J Ar
tif
I
n
tell
I
SS
N:
2252
-
8
9
3
8
I
o
T
-
en
a
b
le
d
s
ma
r
t n
u
tr
itio
n
s
ca
le
u
s
in
g
fu
z
z
y
lo
g
ic
fo
r
d
ieta
r
y
a
s
s
ess
men
t a
n
d
…
(
Wa
h
yu
Wij
a
ya
Wid
iya
n
to
)
1199
s
y
s
tem
u
s
ab
ilit
y
s
ca
le
(
SUS)
s
co
r
e
o
f
8
2
.
5
,
class
if
ied
as “
ex
ce
llen
t”
.
Par
ticip
an
ts
r
ep
o
r
ted
th
at
th
e
s
y
s
tem
was
in
tu
itiv
e
to
u
s
e,
with
clea
r
r
ec
o
m
m
en
d
atio
n
s
an
d
p
r
ac
tical
v
alu
e,
p
ar
ticu
lar
ly
ap
p
r
ec
iatin
g
th
e
au
to
m
atica
lly
g
en
er
ated
p
r
in
ted
r
ep
o
r
ts
.
Qu
alitativ
e
f
ee
d
b
ac
k
g
at
h
er
e
d
d
u
r
in
g
p
ilo
t
d
e
p
lo
y
m
e
n
t
f
u
r
th
er
h
ig
h
lig
h
ted
ea
s
e
o
f
o
p
e
r
atio
n
with
m
in
im
al
tr
ain
in
g
.
R
ep
o
r
ted
ch
allen
g
es
in
clu
d
ed
r
elia
n
ce
o
n
s
tab
le
in
ter
n
et
co
n
n
ec
tiv
ity
f
o
r
d
ata
s
y
n
ch
r
o
n
izatio
n
an
d
lim
ited
c
o
v
er
ag
e
o
f
ce
r
tain
lo
ca
l
f
o
o
d
item
s
in
th
e
d
atab
ase.
T
h
ese
o
b
s
er
v
atio
n
s
in
f
o
r
m
o
n
g
o
in
g
d
e
v
elo
p
m
e
n
t e
f
f
o
r
ts
,
in
clu
d
in
g
d
ataset
ex
p
an
s
io
n
a
n
d
s
u
p
p
o
r
t f
o
r
o
f
f
lin
e
o
p
er
atio
n
.
3
.
5
.
Dis
cus
s
io
n o
f
f
ind
ing
s
T
h
e
ex
p
er
im
en
tal
r
esu
lts
in
d
icate
th
at
th
e
p
r
o
p
o
s
ed
I
o
T
-
en
ab
led
f
u
zz
y
lo
g
ic
n
u
tr
itio
n
s
ca
le
is
ac
cu
r
ate,
r
eliab
le,
an
d
well
-
s
u
ited
f
o
r
p
r
ev
en
ti
v
e
n
u
tr
itio
n
al
m
o
n
ito
r
in
g
in
co
m
m
u
n
ity
h
ea
lth
co
n
tex
ts
.
I
n
co
n
tr
ast
to
co
n
v
en
tio
n
al
a
n
th
r
o
p
o
m
et
r
ic
ap
p
r
o
ac
h
es,
wh
ic
h
ty
p
ically
d
etec
t
n
u
tr
itio
n
al
p
r
o
b
lem
s
af
ter
t
h
ey
m
an
if
est,
th
e
p
r
o
p
o
s
ed
s
y
s
tem
s
u
p
p
o
r
ts
p
r
o
ac
tiv
e
in
ter
v
e
n
tio
n
.
I
t
ass
ess
es
d
aily
d
ietar
y
in
tak
e
an
d
d
eliv
e
r
s
ac
tio
n
ab
le
r
ec
o
m
m
en
d
atio
n
s
in
n
ea
r
r
ea
l tim
e.
W
ith
in
th
e
I
n
d
o
n
esian
co
n
tex
t,
th
is
wo
r
k
r
ep
r
esen
ts
a
n
ea
r
ly
im
p
lem
e
n
tatio
n
o
f
an
I
o
T
–
f
u
zz
y
f
r
am
ewo
r
k
d
esig
n
e
d
s
p
ec
if
ica
lly
f
o
r
s
tu
n
tin
g
p
r
ev
en
tio
n
.
C
o
m
p
ar
ed
with
ex
is
tin
g
AI
-
b
ase
d
n
u
tr
itio
n
s
y
s
tem
s
th
at
f
o
cu
s
p
r
im
ar
ily
o
n
f
o
o
d
r
ec
o
g
n
itio
n
o
r
i
n
tak
e
esti
m
atio
n
[
2
8
]
,
t
h
e
k
e
y
co
n
tr
ib
u
tio
n
o
f
th
is
s
tu
d
y
lies
in
th
e
in
teg
r
atio
n
o
f
I
o
T
-
b
ased
s
en
s
in
g
,
in
ter
p
r
etab
le
f
u
zz
y
r
ea
s
o
n
in
g
,
a
n
d
p
er
s
o
n
alize
d
d
ieta
r
y
r
ec
o
m
m
en
d
atio
n
with
in
a
u
n
if
ie
d
p
latf
o
r
m
.
T
h
e
co
n
s
is
ten
tly
lo
w
d
e
v
iatio
n
b
etwe
en
s
y
s
tem
o
u
tp
u
ts
an
d
ex
p
er
t
ass
ess
m
en
ts
,
to
g
eth
er
with
h
ig
h
u
s
ab
ilit
y
s
co
r
es,
s
u
g
g
ests
s
tr
o
n
g
p
o
ten
ti
al
f
o
r
ad
o
p
tio
n
b
y
co
m
m
u
n
ity
h
ea
lth
wo
r
k
er
s
an
d
ca
r
eg
iv
er
s
.
T
h
ese
r
esu
lts
s
u
p
p
o
r
t
th
e
f
ea
s
ib
ilit
y
o
f
d
ep
l
o
y
i
n
g
in
tellig
en
t
n
u
tr
itio
n
tec
h
n
o
lo
g
ies
in
r
eso
u
r
ce
-
co
n
s
tr
ain
ed
s
ettin
g
s
.
3
.
6
.
Su
bg
ro
up
perf
o
rma
nce
a
na
ly
s
is
T
o
a
s
s
e
s
s
r
o
b
u
s
t
n
e
s
s
,
s
y
s
t
e
m
p
e
r
f
o
r
m
a
n
c
e
w
as
e
x
a
m
i
n
e
d
a
c
r
o
s
s
s
el
e
c
te
d
s
u
b
g
r
o
u
p
s
.
W
h
e
n
s
tr
a
t
i
f
i
e
d
b
y
c
h
i
l
d
a
g
e
(
1
2
–
2
4
m
o
n
t
h
s
a
n
d
2
5
–
5
9
m
o
n
t
h
s
)
,
a
d
e
q
u
a
c
y
s
c
o
r
e
d
e
v
i
a
t
i
o
n
s
r
el
a
t
i
v
e
t
o
e
x
p
e
r
t
e
v
a
l
u
a
t
i
o
n
s
r
e
m
a
i
n
e
d
b
e
l
o
w
5
%
.
S
t
a
b
l
e
a
g
r
e
e
m
e
n
t
w
a
s
al
s
o
o
b
s
e
r
v
e
d
a
c
r
o
s
s
d
i
f
f
er
e
n
t
f
o
o
d
c
a
t
e
g
o
r
i
e
s
,
i
n
c
l
u
d
i
n
g
s
t
a
p
l
e
f
o
o
d
s
,
a
n
i
m
a
l
p
r
o
t
e
i
n
s
o
u
r
c
es
,
a
n
d
c
o
m
p
l
e
m
en
t
a
r
y
f
o
o
d
s
.
Al
t
h
o
u
g
h
s
u
b
g
r
o
u
p
a
n
a
l
y
s
es
b
y
g
e
n
d
e
r
a
n
d
g
e
o
g
r
a
p
h
i
c
r
e
g
i
o
n
w
e
r
e
e
x
p
l
o
r
a
t
o
r
y
d
u
e
t
o
s
a
m
p
l
e
s
i
ze
l
i
m
i
t
at
i
o
n
s
,
n
o
n
o
t
a
b
l
e
p
e
r
f
o
r
m
a
n
c
e
d
i
s
p
a
r
i
t
ie
s
w
e
r
e
o
b
s
e
r
v
e
d
.
O
v
e
r
a
l
l
,
t
h
e
s
e
f
i
n
d
i
n
g
s
s
u
g
g
e
s
t
t
h
a
t
t
h
e
p
r
o
p
o
s
e
d
s
y
s
t
e
m
m
ai
n
t
a
i
n
s
c
o
n
s
is
t
e
n
t
p
e
r
f
o
r
m
a
n
c
e
a
c
r
o
s
s
d
i
v
e
r
s
e
u
s
a
g
e
s
c
e
n
a
r
i
o
s
.
4.
CO
NCLU
SI
O
N
T
h
is
s
tu
d
y
p
r
esen
ted
an
I
o
T
-
e
n
ab
led
s
m
ar
t
n
u
tr
itio
n
s
ca
le
in
teg
r
ated
with
f
u
zz
y
l
o
g
ic
f
o
r
p
r
ev
en
tiv
e
d
ietar
y
ass
ess
m
en
t
an
d
p
er
s
o
n
alize
d
r
ec
o
m
m
e
n
d
atio
n
in
e
ar
ly
ch
ild
h
o
o
d
n
u
t
r
itio
n
.
T
h
e
p
r
o
p
o
s
ed
s
y
s
tem
d
em
o
n
s
tr
ated
h
ig
h
m
ea
s
u
r
em
en
t
ac
cu
r
ac
y
,
with
a
ca
lib
r
ati
o
n
co
e
f
f
icien
t
o
f
d
eter
m
in
ati
o
n
o
f
R
²
≈
0
.
9
9
9
5
,
an
d
s
tr
o
n
g
ag
r
ee
m
en
t
with
e
x
p
er
t
n
u
tr
itio
n
is
t
ev
alu
atio
n
s
,
s
u
p
p
o
r
te
d
b
y
lo
w
er
r
o
r
m
etr
ics
(
MA
E
=2
.
9
6
;
R
MSE
=3
.
4
1
)
an
d
B
lan
d
–
A
ltm
an
ag
r
ee
m
en
t
a
n
aly
s
is
.
Usab
ilit
y
ev
alu
atio
n
f
u
r
t
h
er
c
o
n
f
ir
m
e
d
ex
ce
llen
t
ac
ce
p
tan
ce
am
o
n
g
co
m
m
u
n
ity
h
ea
lth
wo
r
k
e
r
s
an
d
ca
r
e
g
iv
er
s
(
SUS
s
co
r
e:
8
2
.
5
)
,
in
d
icatin
g
th
at
th
e
s
y
s
tem
is
s
u
itab
le
f
o
r
r
ea
l
-
tim
e
d
ep
l
o
y
m
en
t
in
p
o
s
y
a
n
d
u
an
d
p
u
s
k
esm
as
s
ettin
g
s
.
B
y
in
teg
r
atin
g
I
o
T
-
b
ased
s
en
s
in
g
an
d
f
u
zz
y
l
o
g
ic
r
ea
s
o
n
in
g
in
to
a
u
n
if
ied
f
r
am
ewo
r
k
,
th
e
p
r
o
p
o
s
ed
s
o
lu
tio
n
s
h
if
ts
n
u
tr
itio
n
al
m
o
n
ito
r
i
n
g
f
r
o
m
r
etr
o
s
p
ec
tiv
e
ass
ess
m
en
t
to
war
d
p
r
o
ac
tiv
e
d
ietar
y
i
n
ter
v
e
n
tio
n
f
o
r
s
tu
n
tin
g
p
r
ev
en
ti
o
n
.
Fu
tu
r
e
w
o
r
k
will
f
o
cu
s
o
n
th
e
d
e
v
elo
p
m
e
n
t
o
f
h
y
b
r
id
f
u
zz
y
–
m
ac
h
in
e
lear
n
i
n
g
m
o
d
els
f
o
r
a
d
ap
tiv
e
r
ec
o
m
m
en
d
atio
n
,
lar
g
er
lo
n
g
itu
d
in
al
ev
alu
atio
n
s
ac
r
o
s
s
m
u
ltip
le
p
r
o
v
in
ce
s
,
clo
u
d
-
b
ased
in
ter
o
p
er
ab
ilit
y
w
ith
p
u
b
lic
h
ea
lth
in
f
o
r
m
atio
n
s
y
s
tem
s
,
an
d
co
s
t
-
ef
f
ec
tiv
en
ess
an
aly
s
is
to
s
u
p
p
o
r
t la
r
g
e
-
s
ca
le
g
o
v
er
n
m
en
t a
d
o
p
tio
n
.
ACK
NO
WL
E
DG
M
E
N
T
S
T
h
e
au
th
o
r
s
wo
u
ld
lik
e
to
ex
p
r
ess
th
eir
s
in
ce
r
e
g
r
atitu
d
e
to
th
e
p
o
s
y
an
d
u
ca
d
r
es
an
d
p
u
s
k
e
s
m
as
s
taf
f
in
Su
k
o
h
ar
j
o
f
o
r
th
eir
co
lla
b
o
r
atio
n
d
u
r
in
g
f
ield
test
in
g
an
d
u
s
ab
ilit
y
ev
alu
atio
n
.
T
h
e
co
n
tr
ib
u
tio
n
s
o
f
s
tu
d
en
ts
f
r
o
m
th
e
Po
litek
n
ik
I
n
d
o
n
u
s
a
Su
r
ak
ar
ta,
wh
o
ass
is
ted
in
d
ata
co
llectio
n
,
p
r
o
t
o
ty
p
e
ass
em
b
ly
,
an
d
s
y
s
tem
test
in
g
,
ar
e
also
g
r
atef
u
lly
ac
k
n
o
wled
g
ed
.
F
UNDING
I
NF
O
R
M
A
T
I
O
N
T
h
is
wo
r
k
was
f
in
an
cially
s
u
p
p
o
r
ted
b
y
th
e
Dir
ec
to
r
ate
Gen
er
al
o
f
Hig
h
er
E
d
u
ca
tio
n
,
R
es
ea
r
ch
,
an
d
T
ec
h
n
o
lo
g
y
,
Mi
n
is
tr
y
o
f
E
d
u
ca
tio
n
,
C
u
ltu
r
e,
R
esear
ch
,
an
d
T
ec
h
n
o
lo
g
y
o
f
th
e
R
ep
u
b
lic
o
f
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n
d
o
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u
n
d
er
th
e
Fu
n
d
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R
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.
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4
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