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R
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ased
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eu
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al
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etwo
r
k
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Ag
ar
wal
an
d
W
ad
h
wa
[
1
]
a
r
tific
ial
in
tellig
en
ce
(
AI
)
is
k
n
o
wn
as
th
e
s
i
m
u
latio
n
o
f
h
u
m
a
n
in
tellig
en
ce
[
2
]
.
B
y
le
v
er
ag
in
g
AI
-
p
o
wer
ed
s
o
lu
tio
n
s
,
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ca
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b
r
id
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d
ig
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iv
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em
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ev
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co
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m
u
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ities
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ta
k
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ad
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o
f
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tr
a
n
s
f
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r
m
ativ
e
p
o
te
n
tial
o
f
m
o
d
er
n
tech
n
o
lo
g
y
[2
]
.
T
h
e
co
n
ce
p
t
o
f
ch
atb
o
t
h
as
co
m
e
in
to
th
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e,
wh
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co
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p
u
ter
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r
a
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tim
u
lates
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p
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s
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m
a
n
co
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v
er
s
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,
eith
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s
p
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k
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allo
win
g
h
u
m
an
s
to
i
n
ter
ac
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with
d
ig
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v
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ce
s
as
if
th
e
y
wer
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co
m
m
u
n
icatin
g
with
a
r
ea
l
h
u
m
an
[
3
]
u
s
es
AI
to
in
ter
p
r
et
th
e
tex
t
o
f
th
e
ch
at
u
s
in
g
n
atu
r
al
lan
g
u
ag
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p
r
o
ce
s
s
in
g
(
NL
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in
p
ar
ticu
lar
,
in
s
tead
o
f
m
ak
in
g
d
ir
ec
t
co
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tact
with
a
liv
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p
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s
o
n
,
u
s
er
s
ca
n
m
ak
e
co
n
v
er
s
atio
n
v
ia
tex
t
o
r
v
o
ice
[
3
]
.
T
o
im
p
r
o
v
e
cu
s
to
m
e
r
s
er
v
ice
m
an
y
in
d
u
s
tr
ies
ar
e
attem
p
tin
g
to
in
clu
d
e
s
o
lu
tio
n
s
b
ased
o
n
AI
lik
e
ch
atb
o
ts
in
o
r
d
e
r
to
d
eliv
e
r
b
ett
er
s
er
v
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to
th
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c
u
s
to
m
er
s
with
f
aster
an
d
less
ex
p
en
s
iv
e
s
u
p
p
o
r
t
[
3
]
h
u
m
an
-
co
m
p
u
ter
in
ter
ac
tio
n
(
HC
I
)
an
d
AI
p
ar
ad
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m
s
ar
e
u
s
ed
to
co
n
s
tr
u
ct
an
d
d
esig
n
Evaluation Warning : The document was created with Spire.PDF for Python.
I
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2252
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8
7
7
6
I
n
t J I
n
f
&
C
o
m
m
u
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T
ec
h
n
o
l
,
Vo
l.
15
,
No
.
1
,
Ma
r
ch
20
26
:
26
7
-
27
5
268
in
tellig
en
t
co
n
v
e
r
s
atio
n
al
ch
atb
o
ts
[
4
]
.
E
ar
lier
c
h
atb
o
ts
m
er
ely
cr
ea
ted
an
illu
s
io
n
o
f
in
tellig
en
ce
b
y
em
p
lo
y
in
g
m
u
c
h
s
im
p
ler
s
tr
in
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p
r
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s
in
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an
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atter
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m
atch
in
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tech
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i
q
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es
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o
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th
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in
ter
ac
tio
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wit
h
u
s
er
s
u
s
in
g
r
u
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-
b
ased
an
d
g
e
n
er
ativ
e
-
b
ased
m
o
d
els.
Ho
wev
er
,
with
th
e
em
er
g
en
ce
o
f
n
e
w
tech
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lo
g
ies
m
o
r
e
in
tellig
en
t
s
y
s
tem
s
h
av
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em
er
g
ed
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s
in
g
co
m
p
le
x
k
n
o
wl
ed
g
e
-
b
ased
m
o
d
els
[
5
]
ch
at
b
o
ts
ar
e
r
elate
d
t
o
cu
s
to
m
er
s
er
v
ice,
tr
y
in
g
eith
er
to
an
s
wer
th
e
f
r
eq
u
en
tly
ask
ed
q
u
esti
o
n
s
th
at
d
o
n
o
t
n
ee
d
d
ir
ec
t
h
u
m
a
n
in
ter
ac
tio
n
o
r
to
g
en
er
at
e
le
ad
s
to
th
e
af
ter
-
clien
t
f
o
llo
w
-
u
p
an
d
co
n
tact.
C
h
atb
o
ts
r
ep
r
esen
t
a
p
o
ten
tia
l
ch
an
g
e
i
n
th
e
wa
y
th
at
p
eo
p
le
in
ter
ac
t
with
in
f
o
r
m
atio
n
an
d
o
n
lin
e
s
er
v
ices.
Fer
r
eir
a
et
a
l.
[
6
]
th
e
lar
g
e
n
u
m
b
er
o
f
r
elev
an
t
s
er
v
ices,
th
e
co
m
p
lex
ity
o
f
a
d
m
in
is
tr
ativ
e
s
er
v
i
ce
s
,
th
e
co
n
tex
t
-
d
ep
e
n
d
en
t
r
elev
an
ce
o
f
u
s
er
q
u
esti
o
n
s
,
th
e
d
if
f
e
r
en
ce
s
in
ex
p
er
t
-
la
n
g
u
a
g
e
an
d
u
s
er
-
lan
g
u
ag
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as
well
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th
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n
ec
ess
ity
o
f
p
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o
v
id
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h
ig
h
ly
r
eliab
le
a
n
s
wer
s
f
o
r
all
q
u
esti
o
n
s
[
7
]
t
h
e
AI
ass
is
ted
ch
atb
o
t
s
y
s
tem
f
o
r
p
r
o
v
id
in
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cu
s
to
m
er
s
er
v
ices
an
d
p
r
o
v
id
in
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b
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g
o
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n
a
n
ce
in
p
u
b
lic
ad
m
in
is
tr
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n
s
e
r
v
ices
[
8
]
b
y
h
an
d
lin
g
r
o
u
tin
e
q
u
er
ies
an
d
task
s
,
ch
atb
o
ts
f
r
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u
p
h
u
m
an
ag
en
ts
to
f
o
c
u
s
o
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c
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p
lex
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d
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u
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tim
izin
g
o
v
er
all
ef
f
icien
cy
an
d
cu
s
to
m
er
s
atis
f
ac
tio
n
[
9
]
.
Th
e
r
e
f
er
r
ed
ch
atb
o
t,
it
is
cr
u
cial
to
d
ea
l
with
m
u
ltip
le
A
PI
’
s
in
ter
co
n
n
ec
ted
,
ex
ter
n
al
s
er
v
ices,
an
d
n
u
m
er
o
u
s
d
a
tab
ases
f
r
o
m
th
e
o
r
g
an
iz
atio
n
s
,
alwa
y
s
f
o
cu
s
ed
o
n
th
e
im
p
r
o
v
em
e
n
t
o
f
th
e
b
u
s
in
ess
p
r
o
ce
s
s
lik
e
th
e
ti
m
e
o
p
tim
izatio
n
an
d
th
e
q
u
ality
o
f
t
h
e
in
f
o
r
m
atio
n
r
et
r
iev
ed
,
a
n
d
th
e
u
s
er
ex
p
er
ien
ce
r
elate
d
to
th
em
.
Fu
r
th
er
s
y
s
tem
a
n
aly
s
is
s
h
o
ws
a
tim
e
s
av
in
g
o
f
a
p
p
r
o
x
im
atel
y
6
0
%
c
o
m
p
ar
e
d
to
th
e
tr
ad
itio
n
al
way
to
ac
ce
s
s
th
e
in
f
o
r
m
atio
n
[
1
0
]
p
u
b
lic
tr
u
s
t
in
ch
atb
o
t
r
esp
o
n
s
es
d
ep
en
d
s
o
n
i)
th
e
ar
ea
o
f
en
q
u
ir
y
,
s
in
ce
e
x
p
ec
tatio
n
s
a
b
o
u
t
a
ch
atb
o
t
’
s
p
er
f
o
r
m
a
n
ce
v
ar
y
with
th
e
to
p
ic,
an
d
ii)
th
e
p
u
r
p
o
s
es
th
at
g
o
v
er
n
m
en
ts
co
m
m
u
n
icate
t
o
th
e
p
u
b
lic
f
o
r
in
tr
o
d
u
cin
g
th
e
u
s
e
o
f
ch
atb
o
ts
[1
0
]
p
u
b
lic
ad
m
i
n
is
tr
atio
n
r
esear
ch
in
th
is
ar
ea
f
ac
es
s
o
m
e
lim
itatio
n
s
.
First,
m
u
ch
o
f
th
e
cu
r
r
en
t
s
ea
r
ch
is
th
e
o
r
et
ical
an
d
n
o
r
m
ativ
e,
lack
in
g
s
u
b
s
tan
tial
em
p
ir
ical
d
ata
to
ass
es
s
th
e
r
esu
lt
s
o
f
ch
atb
o
ts
.
Seco
n
d
,
th
e
s
p
ec
if
ic
ef
f
ec
ts
o
f
ch
atb
o
ts
o
n
g
o
v
er
n
m
en
t
o
r
g
an
izatio
n
o
p
e
r
atio
n
s
an
d
th
eir
in
ter
ac
tio
n
s
with
th
e
p
u
b
lic
ar
e
n
o
t
we
ll
u
n
d
e
r
s
to
o
d
[1
1
]
citizen
s
an
d
p
u
b
lic
s
er
v
ice
p
r
o
v
id
er
s
ch
atb
o
ts
u
s
ed
im
p
r
o
v
em
en
t
in
ter
m
s
o
f
ac
ce
s
s
an
d
im
p
r
o
v
em
en
t
in
te
r
m
s
o
f
ac
ce
s
s
an
d
ef
f
icien
c
y
[
1
2
]
-
[
15
].
I
n
th
e
s
p
ee
d
ily
ev
o
lv
in
g
s
ettin
g
o
f
tech
n
o
lo
g
y
,
th
e
a
d
v
en
t
o
f
AI
h
as
o
p
en
e
d
u
p
a
wo
r
ld
o
f
p
o
s
s
ib
ilit
ies
f
o
r
in
d
iv
id
u
als
a
n
d
co
m
m
u
n
ities
alik
e.
On
e
s
u
ch
p
r
o
m
is
in
g
a
p
p
licatio
n
o
f
AI
is
in
th
e
r
ea
lm
o
f
ass
is
tiv
e
to
o
ls
f
o
r
v
illag
er
s
,
wh
o
o
f
ten
f
ac
e
u
n
iq
u
e
ch
alle
n
g
es
in
ac
ce
s
s
in
g
in
f
o
r
m
atio
n
an
d
s
er
v
ices
[
16
]
,
[
17
].
T
h
e
m
o
s
t
co
m
m
o
n
r
ea
s
o
n
s
f
o
r
ch
atb
o
t
ad
o
p
tio
n
am
o
n
g
lo
ca
l
g
o
v
e
r
n
m
en
ts
ar
e
p
r
o
v
id
in
g
tr
an
s
ac
tio
n
s
in
f
o
r
m
atio
n
,
c
o
n
s
u
ltatio
n
[
1
8
]
-
[
20]
.
An
d
th
e
r
eg
is
ter
ed
co
m
p
lain
ts
with
h
elp
o
f
ch
atb
o
t
ca
n
en
h
a
n
ce
o
u
tr
ea
ch
with
citizen
s
ch
atb
o
t
ad
o
p
tio
n
ar
e
ac
co
u
n
tab
ilit
y
,
ac
cu
r
ac
y
,
an
d
e
x
clu
s
io
n
ar
y
ass
u
m
p
tio
n
s
;
ac
c
ep
tan
ce
o
f
ch
atb
o
t
in
lo
ca
l
g
o
v
er
n
m
en
t
an
d
citizen
[
2
1
]
-
[
24]
.
I
n
co
r
p
o
r
atin
g
u
s
er
s
u
g
g
esti
o
n
s
an
d
th
eir
in
s
titu
tio
n
al
im
p
licatio
n
s
th
r
o
u
g
h
t
h
e
d
esi
g
n
th
in
k
in
g
p
r
o
ce
s
s
co
u
ld
im
p
r
o
v
e
ch
atb
o
t
s
er
v
ice
q
u
ality
.
C
h
atb
o
t
ad
o
p
tio
n
co
n
s
id
er
in
g
h
eig
h
ten
e
d
in
ter
es
t in
AI
d
ev
elo
p
m
en
ts
wo
r
ld
wi
d
e
[
25
]
,
[
26
]
.
−
Me
th
o
d
o
lo
g
y
“Fig
u
r
e
1
d
escr
ib
es th
e
p
r
o
ce
s
s
m
eth
o
d
o
lo
g
y
ad
o
p
ted
t
o
cr
ea
te
th
e
ch
atb
o
t f
o
r
Gr
am
Pan
ch
ay
a
t”
Fig
u
r
e
1
.
Pro
ce
s
s
m
eth
o
d
o
lo
g
y
f
o
r
c
h
atb
o
t c
r
ea
tio
n
−
D
ata
co
llectio
n
Dig
ital
s
u
r
v
ey
(
g
o
o
g
le
f
o
r
m
s
)
,
in
ter
ac
tio
n
s
with
citizen
s
,
g
o
v
er
n
m
en
t sch
em
e
f
r
o
m
th
e
d
ata
av
ailab
le
o
n
th
e
p
o
r
tal.
T
h
e
d
ata
co
llecti
o
n
f
o
r
m
o
r
f
o
r
m
at
ca
n
b
e
s
ee
n
in
Fig
u
r
e
2
.
−
Data
p
r
ep
ar
atio
n
an
d
d
ata
an
al
y
s
is
Af
ter
co
llectio
n
o
f
citizen
q
u
er
y
m
is
s
in
g
v
alu
es,
q
u
esti
o
n
p
r
ep
ar
e
d
o
n
wh
ich
citizen
w
an
t
to
g
et
ass
is
tan
ce
f
r
o
m
th
e
g
o
v
er
n
m
e
n
t
“
T
ab
le
1
is
th
e
s
u
m
m
ar
y
o
f
th
e
q
u
er
ies
o
r
q
u
esti
o
n
s
co
llect
f
r
o
m
th
e
u
s
er
th
r
o
u
g
h
g
o
o
g
lef
o
r
m
o
r
f
ac
e
t
o
f
ac
e
in
ter
ac
tio
n
”
.
Mo
s
t c
o
m
m
o
n
ly
q
u
esti
o
n
id
en
titi
es a
r
e:
Q1
:
I
am
6
0
+
y
ea
r
s
,
n
o
t
g
o
v
er
n
m
en
t
r
etir
e
d
an
d
ze
r
o
in
co
m
e
an
d
n
ee
d
o
ld
ag
e
allo
wan
ce
ass
is
tan
t
(
Old
ag
e
Pen
s
io
n
)
.
Q2
:
I
m
f
em
ale,
wid
o
w
n
o
t
a
n
y
s
o
u
r
ce
o
f
in
co
m
e
r
e
q
u
ir
e
g
o
v
er
n
m
en
t
f
in
an
cial
s
u
p
p
o
r
t
to
f
ee
d
m
e
an
d
m
y
ch
ild
r
en
.
Q3
:
My
in
co
m
e
is
less
th
an
1
l
ak
h
p
er
y
ea
r
wa
n
t to
g
et
h
o
u
s
e
r
ep
air
in
g
h
elp
f
r
o
m
t
h
e
g
o
v
er
n
m
en
t.
Q4
:
W
an
t to
k
n
o
w
f
o
r
wh
ich
s
ch
em
e
I
am
elig
i
b
le.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
I
SS
N:
2252
-
8
7
7
6
A
u
n
ified
p
la
tfo
r
m
fo
r
r
eso
lvin
g
citiz
en
s
’
q
u
eries
r
ela
ted
to
b
en
eficia
r
y
s
ervices
…
(
P
a
r
ve
e
n
Meh
ta
)
269
Fig
u
r
e
2
.
G
o
o
g
le
f
o
r
m
f
o
r
d
ata
co
llectio
n
T
ab
le
1
.
Su
m
m
a
r
y
o
f
th
e
q
u
er
y
r
ec
eiv
ed
b
y
th
e
citizen
S
r
.
N
o
.
Q
u
e
r
y
b
y
c
i
t
i
z
e
n
N
o
.
o
f
q
u
e
r
y
r
e
c
e
i
v
e
d
1
A
l
l
o
w
a
n
c
e
t
o
d
w
a
r
f
2
2
A
l
l
o
w
a
n
c
e
t
o
e
u
n
u
c
h
1
3
D
i
sab
i
l
i
t
y
p
e
n
s
i
o
n
3
5
8
4
4
F
i
n
a
n
c
i
a
l
a
ssi
s
t
a
n
c
e
f
o
r
st
a
g
e
I
I
I
a
n
d
I
V
c
a
n
c
e
r
p
a
t
i
e
n
t
s
14
5
F
i
n
a
n
c
i
a
l
a
ssi
s
t
a
n
c
e
t
o
d
e
st
i
t
u
t
e
c
h
i
l
d
r
e
n
1
7
9
5
6
F
i
n
a
n
c
i
a
l
a
ssi
s
t
a
n
c
e
t
o
n
o
n
sc
h
o
o
l
g
o
i
n
g
d
i
sa
b
l
e
d
c
h
i
l
d
r
e
n
91
7
F
i
n
a
n
c
i
a
l
a
ssi
s
t
a
n
c
e
t
o
w
i
d
o
w
e
r
a
n
d
u
n
marr
i
e
d
p
e
r
so
n
s
4
6
8
8
La
d
l
i
so
c
i
a
l
sec
u
r
i
t
y
a
l
l
o
w
a
n
c
e
4
0
7
9
O
l
d
a
g
e
s
a
mm
a
n
a
l
l
o
w
a
n
c
e
8
6
5
1
3
10
W
i
d
o
w
p
e
n
si
o
n
1
4
7
7
8
G
r
a
n
d
t
o
t
a
l
1
0
7
6
5
3
T
h
e
p
r
o
p
o
s
ed
s
y
s
tem
ar
ch
ite
ctu
r
e
is
d
ep
icted
in
Fig
u
r
e
3
.
T
h
e
p
r
ep
a
r
ed
d
ata
is
u
s
ed
to
an
s
wer
s
p
ec
if
ic
q
u
esti
o
n
s
o
r
s
o
lv
e
p
r
o
b
lem
s
.
T
h
is
an
aly
s
is
ca
n
tak
e
v
ar
io
u
s
f
o
r
m
s
:
−
E
lig
ib
ilit
y
p
r
ed
ictio
n
s
:
t
h
e
ch
atb
o
t
u
s
es
th
e
d
ata
to
d
eter
m
in
e
wh
eth
er
a
citizen
q
u
alif
ie
s
f
o
r
a
s
p
ec
if
ic
s
ch
em
e
b
ased
o
n
th
e
in
p
u
ts
th
ey
p
r
o
v
id
e,
s
u
ch
as a
g
e,
in
c
o
m
e,
o
r
em
p
lo
y
m
e
n
t statu
s
.
−
Q
u
er
y
m
atch
in
g
:
u
s
in
g
NL
P,
th
e
AI
ag
en
t
an
aly
ze
s
th
e
ci
tizen
’
s
q
u
er
y
to
id
e
n
tify
in
te
n
t
an
d
r
elev
a
n
t
in
f
o
r
m
atio
n
,
p
r
o
v
id
in
g
r
esp
o
n
s
es th
at
ar
e
co
n
tex
tu
ally
r
ele
v
an
t.
Fi
g
u
r
e
3
. I
n
ter
f
ac
es u
s
ed
i
n
ch
atb
o
t
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2252
-
8
7
7
6
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
,
Vo
l.
15
,
No
.
1
,
Ma
r
ch
20
26
:
26
7
-
27
5
270
2.
P
RO
P
O
SE
D
ARCH
I
T
E
CT
URE
T
h
e
ar
ch
itectu
r
e
o
f
th
e
AI
-
p
o
wer
ed
ch
atb
o
t
is
d
esig
n
ed
to
h
an
d
le
th
e
q
u
er
ies
o
f
citi
ze
n
s
in
a
s
tr
u
ctu
r
ed
an
d
s
y
s
tem
atic
m
an
n
er
.
“T
h
e
f
lo
wc
h
ar
t
in
Fig
u
r
e
4
ex
p
lain
s
h
o
w
th
e
ch
atb
o
t
p
r
o
ce
s
s
es
u
s
er
q
u
er
ies.”
1.
U
s
er
q
u
er
y
in
p
u
t
:
−
T
h
e
citizen
en
te
r
s
th
eir
q
u
er
y
th
r
o
u
g
h
a
ch
atb
o
t
p
latf
o
r
m
wh
ich
s
u
p
p
o
r
ts
NL
P
.
T
h
e
q
u
er
y
ca
n
r
elate
t
o
s
ch
em
es su
ch
as p
en
s
io
n
elig
i
b
ilit
y
,
wid
o
w
p
en
s
io
n
s
,
o
r
d
is
a
b
ilit
y
b
en
ef
its
.
2.
AI
ag
en
t
q
u
er
y
p
r
o
ce
s
s
in
g
:
−
T
h
e
A
I
ag
en
t
r
ec
eiv
es
th
e
q
u
er
y
an
d
p
r
o
ce
s
s
es
it.
I
t
ch
ec
k
s
th
e
d
a
tab
ase
f
o
r
s
tr
u
ctu
r
ed
o
r
u
n
s
tr
u
ctu
r
e
d
in
f
o
r
m
atio
n
r
elev
a
n
t
to
th
e
q
u
er
y
.
Fo
r
i
n
s
tan
ce
,
it
will
ch
ec
k
if
th
e
citizen
’
s
u
n
iq
u
e
I
D
is
li
n
k
ed
to
p
en
s
io
n
d
ata.
3.
D
a
tab
ase
in
f
o
r
m
atio
n
r
etr
iev
al
:
−
T
h
e
AI
a
g
en
t
f
etch
es
th
e
n
ec
e
s
s
ar
y
d
ata
f
r
o
m
th
e
d
a
tab
ase.
T
h
is
co
u
ld
in
clu
d
e
th
e
citizen
’
s
ag
e,
in
c
o
m
e,
o
r
em
p
lo
y
m
en
t statu
s
,
o
r
it c
o
u
ld
r
etr
iev
e
h
is
to
r
ical
ap
p
licatio
n
d
ata
to
ass
ess
elig
ib
ilit
y
.
C
h
atb
o
t
wo
r
k
in
g
in
itiate
af
ter
citizen
s
elec
t
Go
v
t.
Sch
em
es
a
s
s
is
tan
t
th
r
o
u
g
h
h
is
m
o
b
ile
o
r
d
esk
to
p
.
C
h
atb
o
t
co
n
v
er
s
atio
n
d
iv
id
es
in
in
ten
t,
en
titi
es
an
d
co
n
te
x
t
.
as
s
h
o
wn
“Fig
u
r
e
5
p
r
ese
n
ts
th
e
f
u
n
ctio
n
al
s
tr
u
ctu
r
e
o
f
t
h
e
ch
atb
o
t,
in
clu
d
in
g
in
ten
t,
e
n
titi
es,
an
d
co
n
te
x
t.”
Fig
u
r
e
4
.
Flo
w
ch
a
r
t o
f
p
r
o
p
o
s
ed
ar
ch
itectu
r
e
f
o
r
q
u
er
y
s
y
s
tem
f
o
r
Gr
a
m
Pan
ch
ay
at
−
I
n
ten
t
I
n
ten
t
r
ep
r
esen
ts
a
q
u
er
y
/g
o
a
ls
/in
f
o
r
m
atio
n
ask
ed
b
y
citizen
/u
s
er
f
r
o
m
th
e
AI
-
a
s
s
is
tan
t
.
wh
at
th
e
u
s
er
wan
ts
to
ac
h
iev
e,
s
u
ch
as
ask
in
g
ab
o
u
t
a
g
o
v
er
n
m
en
t
s
ch
em
e,
r
e
g
is
ter
in
g
a
co
m
p
lain
t,
o
r
elig
ib
ilit
y
ch
ec
k
in
g
f
o
r
a
b
en
ef
it.
E
x
am
p
le:
User
i
n
p
u
t:
“
Ho
w
ca
n
i a
p
p
ly
f
o
r
a
o
l
d
ag
e
p
en
s
io
n
?
”
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
I
SS
N:
2252
-
8
7
7
6
A
u
n
ified
p
la
tfo
r
m
fo
r
r
eso
lvin
g
citiz
en
s
’
q
u
eries
r
ela
ted
to
b
en
eficia
r
y
s
ervices
…
(
P
a
r
ve
e
n
Meh
ta
)
271
I
n
ten
t:
“
Ap
p
licatio
n
p
r
o
ce
s
s
in
q
u
ir
y
”
−
E
n
titi
es
E
n
titi
es
r
ep
r
esen
t
th
e
s
p
ec
if
ic
p
iece
s
o
f
in
f
o
r
m
atio
n
ex
tr
a
cted
f
r
o
m
th
e
u
s
er
q
u
er
y
wh
ich
d
etails
p
r
o
v
id
e
ab
o
u
t
t
h
e
in
ten
t.
T
h
ese
ca
n
in
clu
d
e
n
am
es
o
f
s
c
h
em
es,
lo
ca
tio
n
s
,
elig
ib
ilit
y
cr
iter
ia,
o
r
p
er
s
o
n
al
d
etails.
E
x
am
p
le:
User
i
n
p
u
t:
“
Ho
w
ca
n
i
ap
p
ly
f
o
r
an
o
ld
a
g
e
p
en
s
io
n
?
”
E
n
tity
:
“
Old
ag
e
p
e
n
s
io
n
”
(
Sc
h
em
e
Nam
e)
.
C
o
n
tex
t
T
h
e
co
n
tex
t
g
iv
es
co
n
tr
o
l
o
v
er
th
e
b
o
t
’
s
ev
e
n
t,
I
t
h
el
p
s
th
e
ch
atb
o
t
m
ai
n
tain
co
n
tin
u
ity
in
co
n
v
er
s
atio
n
s
b
y
s
to
r
in
g
r
elev
an
t
d
etails
ab
o
u
t
a
c
itizen
’
s
p
r
ev
io
u
s
q
u
er
ies
o
r
o
n
g
o
in
g
in
t
er
ac
tio
n
s
.
I
t
allo
ws
f
o
llo
w
-
u
p
q
u
esti
o
n
s
to
b
e
u
n
d
e
r
s
to
o
d
in
r
elatio
n
to
p
r
io
r
e
x
ch
an
g
es.
E
x
am
p
le:
User
:
“
Ho
w
ca
n
i a
p
p
ly
f
o
r
a
o
ld
ag
e
p
en
s
io
n
?
”
B
o
t:
“
Do
y
o
u
m
ea
n
o
ld
a
g
e
all
o
wan
ce
s
ch
em
e
o
r
an
o
t
h
er
s
ch
em
e?
”
T
h
e
ch
atb
o
t sto
r
es th
e
co
n
tex
t
th
at
th
e
u
s
er
is
in
ter
ested
in
B
en
ef
iciar
y
s
ch
em
e.
Fig
u
r
e
5
.
Fu
n
ctio
n
al
s
tr
u
ctu
r
e
o
f
ch
atb
o
t
P
ro
po
s
ed
co
nv
er
s
a
t
io
n f
lo
w
o
f
t
he
cha
t
bo
t
s
y
s
t
e
m
“As
illu
s
tr
ated
in
Fig
u
r
e
6
th
e
co
m
p
lete
wo
r
k
f
lo
w
o
f
th
e
q
u
e
r
y
s
y
s
tem
in
v
o
lv
es
s
ix
s
tag
es,
f
r
o
m
u
s
er
id
en
tific
atio
n
to
is
s
u
e
r
eso
lu
ti
o
n
.
”
User
id
en
tific
atio
n
p
h
ase
:
−
I
n
th
e
in
itial
p
h
ase,
th
e
s
y
s
tem
p
r
o
m
p
ts
th
e
u
s
er
t
o
en
te
r
o
r
s
p
ea
k
th
eir
u
n
i
q
u
e
i
d
en
tifi
ca
tio
n
n
u
m
b
er
(
UI
N)
ass
ig
n
ed
b
y
th
e
d
ep
a
r
tm
en
t.
T
h
e
ch
at
b
o
t
co
llects
th
e
UI
N
th
r
o
u
g
h
a
m
u
ltil
i
n
g
u
al
in
ter
f
ac
e
(
tex
t/v
o
ice)
an
d
p
er
f
o
r
m
s
b
a
s
ic
v
alid
atio
n
to
en
s
u
r
e
co
r
r
ec
t
f
o
r
m
at
an
d
c
o
m
p
leten
ess
.
A
v
alid
UI
N
tr
ig
g
er
s
d
a
tab
ase
lo
o
k
u
p
;
a
n
in
v
alid
o
r
m
is
s
in
g
UI
N
r
e
d
ir
ec
ts
th
e
co
n
v
er
s
atio
n
to
w
ar
d
co
m
p
lain
t
r
eg
is
tr
atio
n
.
Da
tab
ase
v
er
if
icatio
n
p
h
ase
:
−
T
h
e
UI
N
is
o
b
tain
ed
,
th
e
ch
atb
o
t’
s
v
er
if
icatio
n
m
o
d
u
l
e
q
u
er
ies
th
e
Mo
n
g
o
DB
d
a
tab
ase
o
r
th
e
d
ep
ar
tm
en
tal
d
ata
r
ep
o
s
ito
r
y
th
r
o
u
g
h
an
API
.
T
h
e
s
y
s
tem
p
er
f
o
r
m
s
ex
ac
t
an
d
f
u
zz
y
m
a
tch
in
g
to
lo
ca
te
th
e
u
s
er
r
ec
o
r
d
.
I
f
m
u
ltip
le
m
atch
es
ar
e
f
o
u
n
d
,
a
d
is
a
m
b
ig
u
atio
n
q
u
er
y
is
p
r
esen
ted
to
th
e
u
s
er
(
e.
g
.
,
co
n
f
ir
m
atio
n
o
f
n
am
e
,
ad
d
r
ess
,
o
r
d
ate
o
f
b
ir
t
h
)
.
I
f
th
e
r
ec
o
r
d
is
f
o
u
n
d
,
th
e
ch
atb
o
t
r
etr
iev
es
r
elev
an
t
d
etails
f
o
r
f
u
r
th
er
p
r
o
ce
s
s
in
g
;
o
th
er
wis
e,
th
e
p
r
o
ce
s
s
m
o
v
es
au
to
m
atica
lly
to
th
e
co
m
p
lain
t
r
eg
is
tr
atio
n
s
tep
.
Data
r
etr
iev
al
an
d
r
e
co
m
m
e
n
d
atio
n
p
h
ase
:
−
W
h
en
a
v
alid
r
ec
o
r
d
is
f
o
u
n
d
,
th
e
s
y
s
tem
in
itiates
th
e
r
ec
o
m
m
en
d
atio
n
en
g
in
e
.
I
t
a
n
aly
z
es
d
em
o
g
r
ap
h
ic
an
d
s
o
cio
ec
o
n
o
m
ic
d
etails
to
r
ec
o
m
m
en
d
ap
p
licab
le
p
e
n
s
io
n
o
r
welf
ar
e
s
ch
e
m
es.
R
u
le
-
b
ased
elig
ib
ilit
y
f
ilter
s
(
ag
e,
in
co
m
e
,
g
en
d
er
,
d
is
ab
ilit
y
s
tatu
s
,
ca
s
te
ca
teg
o
r
y
)
ar
e
ap
p
lied
f
ir
s
t,
f
o
llo
wed
b
y
an
AI
-
b
ased
m
o
d
el
(
e.
g
.
,
ANN)
to
r
ef
in
e
p
r
ed
ictio
n
s
an
d
h
a
n
d
le
in
co
m
p
lete
d
ata.
T
h
e
ch
atb
o
t
th
e
n
co
m
m
u
n
icate
s
elig
ib
ilit
y
s
tatu
s
an
d
r
ec
o
m
m
e
n
d
ed
s
er
v
ices th
r
o
u
g
h
th
e
u
s
er
in
ter
f
ac
e.
C
o
m
p
lain
t
r
eg
is
tr
atio
n
p
h
ase
:
−
I
f
th
e
UI
N
is
n
o
t
f
o
u
n
d
o
r
d
ata
ar
e
in
co
m
p
lete,
th
e
ch
atb
o
t
au
to
m
atica
lly
cr
ea
tes
a
co
m
p
lain
t
r
ec
o
r
d
.
T
h
e
u
s
er
’
s
q
u
er
y
,
c
o
n
tact
d
et
ails
,
an
d
s
y
s
tem
-
g
en
e
r
ated
ti
m
estam
p
ar
e
s
to
r
e
d
as
a
s
tr
u
ctu
r
ed
c
o
m
p
lain
t
en
tr
y
in
th
e
d
a
tab
ase.
E
ac
h
co
m
p
lain
t
r
ec
eiv
es
a
u
n
iq
u
e
co
m
p
lain
t
r
e
g
is
tr
atio
n
n
u
m
b
er
(
C
R
N)
f
o
r
tr
ac
k
in
g
,
a
n
d
th
e
c
h
atb
o
t im
m
ed
iately
co
n
f
ir
m
s
r
eg
is
tr
atio
n
to
th
e
u
s
er
.
Ad
m
in
is
tr
ativ
e
n
o
tific
atio
n
a
n
d
ac
tio
n
p
h
ase
:
−
Af
ter
a
co
m
p
lain
t
is
lo
g
g
ed
,
a
n
au
to
m
ated
n
o
tific
atio
n
is
tr
i
g
g
er
ed
f
o
r
th
e
ad
m
in
is
tr
ativ
e
d
ash
b
o
ar
d
u
s
e
d
b
y
d
is
tr
ict
o
r
b
lo
c
k
-
lev
el
o
f
f
i
ce
r
s
.
No
tific
atio
n
s
ar
e
s
en
t
v
ia
em
ail,
SMS,
o
r
in
ter
n
al
d
ash
b
o
ar
d
aler
ts
,
ass
ig
n
in
g
r
esp
o
n
s
ib
ilit
y
to
t
h
e
co
n
ce
r
n
ed
o
f
f
icer
o
r
C
PLO.
T
h
is
en
s
u
r
es
tim
ely
s
u
p
p
o
r
t
f
o
r
UI
N
g
en
er
atio
n
a
n
d
c
o
r
r
ec
tio
n
o
f
m
is
s
in
g
r
ec
o
r
d
s
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2252
-
8
7
7
6
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
,
Vo
l.
15
,
No
.
1
,
Ma
r
ch
20
26
:
26
7
-
27
5
272
I
s
s
u
e
r
eso
lu
tio
n
an
d
s
er
v
ice
r
e
co
m
m
en
d
atio
n
p
h
ase
:
−
On
ce
th
e
is
s
u
e
i
s
r
eso
lv
ed
an
d
th
e
citizen
’
s
r
ec
o
r
d
is
v
alid
ated
,
th
e
ch
atb
o
t
r
e
-
e
n
g
ag
es
th
e
u
s
er
.
T
h
e
s
y
s
tem
r
e
-
ev
alu
ates
th
e
u
p
d
ated
r
ec
o
r
d
u
s
in
g
th
e
elig
ib
ilit
y
en
g
in
e
an
d
co
n
f
ir
m
s
UI
N
ac
tiv
atio
n
.
I
t th
en
r
ec
o
m
m
en
d
s
elig
ib
le
p
en
s
io
n
o
r
welf
ar
e
s
ch
em
es
,
g
u
id
in
g
th
e
u
s
er
th
r
o
u
g
h
a
p
p
licat
io
n
s
u
b
m
is
s
io
n
.
Ad
v
an
tag
es o
f
t
h
e
p
r
o
p
o
s
ed
f
l
o
w
:
−
E
f
f
icien
cy
:
a
u
to
m
ates r
ec
o
r
d
r
etr
iev
al
an
d
co
m
p
lain
t m
a
n
ag
em
en
t.
−
T
r
an
s
p
ar
en
c
y
:
p
r
o
v
id
es tr
ac
k
in
g
I
Ds f
o
r
ev
e
r
y
in
ter
ac
tio
n
.
−
I
n
clu
s
iv
ity
:
s
u
p
p
o
r
ts
m
u
ltil
in
g
u
al
an
d
r
u
r
al
-
f
r
ien
d
ly
ac
c
ess
.
−
Scalab
ilit
y
:
m
o
d
u
lar
d
esig
n
en
ab
les in
teg
r
atio
n
wi
th
o
t
h
er
w
elf
ar
e
d
ep
ar
tm
e
n
ts
.
−
Feed
b
ac
k
l
o
o
p
:
e
n
s
u
r
es c
o
n
tin
u
o
u
s
lear
n
in
g
an
d
ad
ap
tiv
e
im
p
r
o
v
em
e
n
t o
f
th
e
AI
m
o
d
el.
3.
E
L
I
G
I
B
I
L
I
T
Y
CH
E
CK
T
h
e
A
I
ag
e
n
t
u
s
es
th
e
r
etr
iev
ed
d
ata
to
ch
ec
k
th
e
elig
ib
ilit
y
o
f
th
e
citizen
f
o
r
th
e
r
elev
a
n
t
s
ch
em
e.
Fo
r
ex
am
p
le,
i
f
th
e
citizen
in
q
u
ir
es
ab
o
u
t
th
e
o
ld
-
ag
e
p
e
n
s
io
n
,
th
e
ch
atb
o
t
will
d
eter
m
in
e
wh
eth
er
th
e
citize
n
m
ee
ts
th
e
ag
e
an
d
i
n
co
m
e
c
r
iter
ia.
4.
USE
R
F
E
E
D
B
ACK
On
ce
th
e
elig
ib
ilit
y
i
s
d
ete
r
m
i
n
ed
,
t
h
e
A
I
ag
en
t
r
etu
r
n
s
th
e
elig
ib
ilit
y
s
tatu
s
to
th
e
u
s
er
th
r
o
u
g
h
th
e
UI
.
I
f
th
e
citizen
i
s
elig
ib
le,
th
e
ch
atb
o
t
will
in
f
o
r
m
th
e
m
o
f
th
e
n
e
x
t
s
tep
s
.
I
f
th
ey
ar
e
in
elig
ib
le,
th
e
ch
atb
o
t
will e
x
p
lain
th
e
r
ea
s
o
n
s
an
d
o
f
f
er
o
th
er
o
p
tio
n
s
.
5.
CO
M
P
L
A
I
N
T
RE
G
I
ST
RA
T
I
O
N
I
f
th
e
citizen
’
s
in
f
o
r
m
atio
n
i
s
n
o
t
f
o
u
n
d
i
n
t
h
e
d
a
ta
b
ase
o
r
i
f
th
ey
ar
e
in
elig
ib
le,
th
e
A
I
ag
e
n
t
r
eg
is
ter
s
a
c
o
m
p
l
a
i
n
t
an
d
g
e
n
er
ates
a
u
n
iq
u
e
c
o
m
p
lain
t
n
u
m
b
e
r
.
T
h
e
g
o
v
e
r
n
m
en
t
ca
n
t
h
en
r
e
ac
h
o
u
t
to
th
e
citizen
to
r
eso
lv
e
th
e
i
s
s
u
e
.
Fig
u
r
e
6
.
W
o
r
k
f
lo
w
o
f
q
u
e
r
y
s
y
s
tem
f
o
r
Gr
am
Pan
ch
a
y
at
6.
T
E
CH
NO
L
O
G
Y
US
E
D
T
O
DE
V
E
L
O
P
M
E
N
T
CH
A
T
B
O
T
Fas
t
API
is
u
s
ed
to
h
an
d
le
HT
T
P
r
eq
u
ests
in
th
e
s
y
s
tem
’
s
m
icr
o
s
er
v
ices
-
b
ased
a
r
ch
itectu
r
e
.
T
h
e
f
o
llo
win
g
ar
e
th
e
m
ain
el
em
en
ts
o
f
th
e
ar
c
h
itectu
r
e:
Fro
n
ten
d
i
n
te
r
f
ac
e:
−
A
web
-
b
ased
p
latf
o
r
m
f
o
r
u
s
er
in
ter
ac
tio
n
i
s
h
o
s
ted
o
n
v
er
ce
l
.
B
ac
k
en
d
s
er
v
er
:
−
Dev
elo
p
ed
u
s
in
g
f
ast API
,
to
h
an
d
lin
g
r
eq
u
ests
an
d
m
an
ag
i
n
g
d
ata.
−
Used
f
o
r
s
p
ec
if
y
in
g
R
E
ST
f
u
l
en
d
p
o
i
n
ts
an
d
m
an
a
g
in
g
API
r
eq
u
ests
.
Da
tab
ase:
−
Mo
n
g
o
DB
i
s
u
s
ed
f
o
r
s
to
r
in
g
u
s
er
q
u
er
ies,
ch
at
h
is
to
r
y
,
a
n
d
co
m
p
lain
t in
f
o
r
m
atio
n
.
−
No
SQL
d
a
tab
ase
t
o
ef
f
icie
n
tly
s
to
r
e
an
d
ac
ce
s
s
u
s
er
d
ata.
AI
s
er
v
ice:
−
Gem
in
i
A
I
API
f
o
r
in
tellig
en
t
r
esp
o
n
s
e
g
en
er
ati
o
n
f
o
r
u
s
er
q
u
er
ies.
−
Pro
v
id
es in
tellig
en
t,
s
itu
atio
n
-
s
p
ec
if
ic
an
s
wer
s
.
Secu
r
ity
l
ay
er
:
−
T
o
s
ec
u
r
e
a
d
m
i
n
ac
ce
s
s
u
s
ed
J
W
T
-
b
ased
s
af
e
s
ec
u
r
e
ac
ce
s
s
to
ad
m
in
is
tr
ativ
e
en
d
p
o
in
ts
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
I
SS
N:
2252
-
8
7
7
6
A
u
n
ified
p
la
tfo
r
m
fo
r
r
eso
lvin
g
citiz
en
s
’
q
u
eries
r
ela
ted
to
b
en
eficia
r
y
s
ervices
…
(
P
a
r
ve
e
n
Meh
ta
)
273
7.
E
XP
E
R
I
M
E
N
T
S
AN
D
RE
S
UL
T
S
I
n
th
is
p
ap
er
,
we
d
e
v
elo
p
ed
a
ch
atb
o
t
d
esig
n
ed
t
o
h
elp
citiz
en
to
ch
ec
k
elig
ib
ilit
y
o
f
f
o
r
t
h
e
v
ar
io
u
s
b
en
ef
iciar
y
s
er
v
ices.
T
h
e
ch
atb
o
t
was
im
p
lem
en
ted
u
s
in
g
R
asa,
an
d
d
ep
l
o
y
ed
o
n
w
eb
in
ter
f
ac
e
as
wel
l
m
o
b
ile
ap
p
licatio
n
p
latf
o
r
m
.
T
h
e
c
h
atb
o
t
was
tr
ain
e
d
u
s
in
g
a
d
ataset
co
m
p
r
is
in
g
p
u
b
licly
av
ailab
l
e
co
n
v
er
s
atio
n
s
,
p
r
o
p
r
ietar
y
d
a
ta,
an
d
u
s
er
in
ter
ac
tio
n
s
.
T
h
e
b
elo
w
p
r
o
p
o
s
ed
ar
ch
itectu
r
e
r
ep
r
esen
ts
a
s
tep
to
war
d
d
ig
ital
tr
an
s
f
o
r
m
atio
n
in
p
u
b
lic
ad
m
in
is
tr
atio
n
to
e
m
p
o
wer
in
g
citizen
s
wit
h
tim
ely
in
f
o
r
m
atio
n
an
d
s
tr
ea
m
lin
in
g
g
o
v
er
n
m
e
n
t
o
p
e
r
atio
n
s
.
“Fig
u
r
es
7
,
8
an
d
9
d
e
m
o
n
s
tr
ate
ch
atb
o
t
–
u
s
er
in
ter
a
ctio
n
s
f
o
r
ca
s
es
with
an
d
with
o
u
t a
u
n
iq
u
e
I
D.
”
F
ig
u
r
e
7
.
C
h
atb
o
t
an
d
u
s
er
co
n
s
er
v
atio
n
if
citizen
h
av
e
n
o
t
u
n
iq
u
e
I
D
an
d
c
o
m
p
lain
t
f
o
r
m
Fig
u
r
e
8
.
C
h
atb
o
t
an
d
u
s
er
co
n
s
er
v
atio
n
if
citizen
h
av
e
u
n
iq
u
e
I
D
ch
atb
o
t r
ec
o
m
m
en
d
c
o
n
v
er
s
atio
n
to
citizen
Fig
u
r
e
9
.
Ad
m
in
p
a
n
el
co
n
v
er
s
atio
n
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2252
-
8
7
7
6
I
n
t J I
n
f
&
C
o
m
m
u
n
T
ec
h
n
o
l
,
Vo
l.
15
,
No
.
1
,
Ma
r
ch
20
26
:
26
7
-
27
5
274
8.
CO
NCLU
SI
O
N
T
h
e
d
ev
el
o
p
m
en
t
o
f
a
n
AI
-
p
o
wer
ed
c
h
atb
o
t
f
o
r
r
eso
l
v
in
g
s
en
io
r
citizen
s
’
q
u
er
ies
r
elate
d
to
b
en
ef
iciar
y
s
er
v
ices
r
ep
r
esen
t
s
a
s
ig
n
if
ican
t
ad
v
an
ce
m
en
t
i
n
b
r
id
g
in
g
th
e
g
ap
b
etwe
en
g
o
v
er
n
m
e
n
t
s
ch
em
es
an
d
citizen
s
.
B
y
in
te
g
r
atin
g
AI
,
m
ac
h
i
n
e
lear
n
i
n
g
(
ML
)
,
an
d
NL
P
,
th
is
s
y
s
tem
en
h
an
ce
s
ac
ce
s
s
ib
ilit
y
,
ac
cu
r
ac
y
,
a
n
d
ef
f
icie
n
cy
in
d
el
iv
er
in
g
cr
itical
p
u
b
lic
s
er
v
ices.
T
h
e
s
tu
d
y
h
ig
h
lig
h
ts
h
o
w
AI
-
d
r
iv
en
s
o
lu
tio
n
s
ca
n
m
i
n
im
ize
h
u
m
a
n
i
n
ter
v
en
tio
n
,
r
ed
u
ce
b
u
r
ea
u
cr
atic
in
ef
f
icien
cies,
an
d
p
r
o
v
id
e
r
e
al
-
tim
e
ass
is
tan
ce
to
citizen
s
,
esp
ec
ially
th
o
s
e
in
r
u
r
al
ar
e
as
wh
o
o
f
ten
f
ac
e
ch
all
en
g
es
in
ac
ce
s
s
in
g
g
o
v
er
n
m
en
t
b
en
ef
its
.
T
h
e
ch
at
b
o
t
ef
f
ec
tiv
ely
au
to
m
ates
elig
ib
ilit
y
v
er
if
icatio
n
,
en
s
u
r
es tr
an
s
p
ar
en
cy
in
s
ch
em
e
allo
ca
tio
n
,
an
d
s
im
p
lifie
s
th
e
p
r
o
ce
s
s
f
o
r
b
o
th
u
s
er
s
an
d
g
o
v
er
n
m
en
t
o
f
f
icials.
F
I
NDING
I
NF
O
RM
A
T
I
O
N
−
AI
-
p
o
wer
ed
ch
atb
o
ts
s
ig
n
if
ica
n
tly
r
ed
u
ce
r
esp
o
n
s
e
tim
e
a
n
d
im
p
r
o
v
e
citizen
en
g
a
g
em
en
t.
−
ML
m
o
d
els
ca
n
p
r
e
d
ict
elig
ib
ilit
y
with
h
ig
h
ac
cu
r
ac
y
,
en
s
u
r
in
g
th
e
r
ig
h
t
in
d
iv
id
u
al
s
b
en
ef
it
f
r
o
m
g
o
v
er
n
m
en
t sch
em
es.
−
T
h
e
p
r
o
p
o
s
ed
s
y
s
tem
o
v
er
co
m
es
k
ey
lim
itatio
n
s
o
f
ex
is
tin
g
s
o
lu
tio
n
s
,
in
clu
d
in
g
lack
o
f
in
teg
r
atio
n
an
d
ac
ce
s
s
ib
ilit
y
is
s
u
es.
AUTHO
R
CO
NT
RI
B
UT
I
O
NS ST
A
T
E
M
E
N
T
T
h
is
jo
u
r
n
al
u
s
es
th
e
C
o
n
tr
ib
u
to
r
R
o
les
T
ax
o
n
o
m
y
(
C
R
ed
iT)
to
r
ec
o
g
n
ize
i
n
d
iv
id
u
al
au
th
o
r
co
n
tr
ib
u
tio
n
s
,
r
ed
u
ce
au
th
o
r
s
h
ip
d
is
p
u
tes,
an
d
f
ac
ilit
ate
co
llab
o
r
atio
n
.
Na
m
e
o
f
Aut
ho
r
C
M
So
Va
Fo
I
R
D
O
E
Vi
Su
P
Fu
Par
v
ee
n
Me
h
ta
✓
✓
✓
✓
✓
✓
✓
✓
✓
✓
Sh
weta
B
an
s
al
✓
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C
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.
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[
1
5
]
D
.
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Lu
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P
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1
6
]
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[
1
7
]
J.
B
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Y
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K
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1
8
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[
1
9
]
M
.
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2
0
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.
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4
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[
2
1
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.
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L.
Y
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4
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2
2
]
N
.
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.
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.
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l
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2
4
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[
2
3
]
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.
S
r
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v
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st
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v
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a
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d
R
.
K
u
ma
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,
2
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2
4
.
[
2
4
]
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.
To
u
v
r
o
n
e
t
a
l
.
,
“
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M
A
:
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O
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l
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]
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v
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.
1
3
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1
.
[
2
5
]
M
.
A
.
R
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s
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r
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h
,
“
LLa
M
A
-
2
:
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t
t
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s
:
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me
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/
[
2
6
]
P
.
B
o
mm
a
sa
n
i
,
“
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o
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t
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c
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t
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3
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O
n
l
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n
e
]
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A
v
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:
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t
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:
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r
/
B
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O
G
RAP
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S O
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AUTH
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RS
Ms.
Pa
r
v
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n
Mehta
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a
r
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a
rc
h
sc
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lar
in
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d
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(De
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)
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c
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tac
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a
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a
il
:
sh
we
ta.b
a
n
sa
l@k
rm
a
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lam
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e
d
u
.
in
.
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