TELKOM
NIKA
, Vol. 11, No. 6, June 20
13, pp. 3103
~ 310
8
e-ISSN: 2087
-278X
3103
Re
cei
v
ed
De
cem
ber 1
7
, 2012; Re
vi
sed
March 29, 20
13; Accepted
April 15, 201
3
Study of Social Integrity Behavioral Mode based on
Multi-agent System
Yu Wang*, Haiy
ang Wang, Yadi Wan
g
, Xin Gu
Yangz
ho
u Univ
ersit
y
H
u
a
y
a
n
g
Road N
o
.19
6
, Yangz
ho
u Cit
y
,
Jiangs
u Provi
n
ce, Chi
n
a
051
4-87
99
38
7
5
*Corres
p
o
ndi
n
g
author, e-ma
i
l
:
w
a
ng
yu
@
y
zu
.edu.cn
A
b
st
r
a
ct
Socia
l
inte
grit
y defici
ency
h
a
s bec
o
m
e th
e mai
n
o
b
sta
c
le a
nd
pro
m
i
nent b
o
ttlen
ec
k to the
constructio
n
of a har
mo
nio
u
s
society. Und
e
r this seri
o
u
s cir
c
umsta
n
ce, p
a
y
ing attenti
on t
o
the pro
b
le
m
and
findi
ng a s
o
luti
on h
a
s bec
o
m
e an i
m
porta
nt issue w
e
are
faced w
i
th con
t
emp
o
rar
ily. F
o
rmer stu
d
ies
b
y
some sch
olars
have
ma
in
ly centere
d
on th
e
basis of re
gi
me
an
d ed
uca
t
ion a
nd so
me
conclus
i
o
n
s h
a
v
e
been
m
a
de. This paper, from the pe
rspectiv
e
of Multi-agen
t system
, analy
s
es the
beh
avioral
mode of t
h
e
social
inte
grity
system a
nd
d
e
scrib
es the pr
ocess of
e
m
er
genc
e fro
m
th
e micro l
e
ve
l to the
macr
o o
ne.
Based
on th
e
Multi-ag
ent sy
stem sti
m
ulus-
r
espo
nse princ
i
ple, it
constr
u
c
ts the bas
ic b
ehav
iora
l
mo
d
e
o
f
social
inte
grity; base
d
o
n
the
ada
ptive-l
ear
ni
ng the
o
ry, it co
nstructs
the w
hole
beh
avi
o
ral
mo
de; a
nd
bas
e
d
on the ev
ol
utio
n of age
nt, it construc
ts the l
e
vel-
emerg
e
mode, w
h
ich w
ill
provid
e a n
e
w
point of vi
ew
fo
r
the researc
h
of the social int
egrity system
.
Accordi
ng to this, some resoluti
ons can be achiev
ed to the
issue
me
ntion
e
d
abov
e, w
h
ich builds
sci
entifi
c
reason
abl
e p
o
licy bas
is a
n
d
gives theor
eti
c
al gui
da
nce for
the central a
n
d
local g
o
vern
ment in solv
in
g the w
i
despr
ea
d lack of socia
l
in
tegrity.
Key wo
rd
s: m
ulti-a
gent, soci
al inte
grity, beh
avior
a
l
mod
e
, stimu
l
us-res
p
o
n
s
e, adaptiv
e-l
e
arni
ng
Copy
right
©
2013 Un
ive
r
sita
s Ah
mad
Dah
l
an
. All rig
h
t
s r
ese
rved
.
1. Introduc
tion
“Peopl
e, with
out integrity, will not be
co
me es
ta
blish
ed, bu
sine
sses
will not flo
u
rish an
d
power
will fall
”. Integrity is
a gui
de which shows you
in the ri
ght di
rection into the society, whi
c
h
is also a backbone a bu
sin
e
ss may dep
end on for bi
g sha
r
e
s
in the market and
ensu
r
e
s
a bri
ght
future for
a n
a
tion. Ho
wev
e
r, in the e
a
rl
y years,
the
media di
sclo
sed to the pu
bl
ic shod
dy cotton,
poison ri
ce,
poisono
us m
ilk, tren
ch oil
,
“re
cycle
d
”
coo
k
in
g oil, the ten
s
ion o
f
doctor-p
a
tie
n
t
relation
shi
p
;
and re
cently plasti
cizer,
p
o
iso
nou
s
cap
s
ule, EM
U ev
ent and th
e li
ke a
r
e
reveal
ed.
These are ch
allengin
g
the
bottom line
of soci
al
mo
rality and torturing
so
cial i
n
tegrity as
well.
People la
ck t
he mo
st basi
c
se
nse of secu
rity in
the aspe
ct of ba
sic n
e
cessitie
s, and
soci
ety is
deep in a
cri
s
is of credibilit
y.
In the light of integrity, many schola
r
s
from dome
s
tic and ab
roa
d
have done
a lot of
useful
th
eo
re
tical
researches. Linyan Wan
g
[1]
poi
nts o
u
t that, in rega
rd of
Chin
ese
so
cial
phen
omen
on
of Hone
sty,
moral fa
ctors is the onl
y appea
ran
c
e
while institutio
nal cultu
r
e is the
sou
r
ce of
re
al proble
m
.
Shufeng Y
u
[
2
] co
nsi
ders
that strength
ening
the
i
n
stitutional cultural
con
s
tru
c
tion t
o
enhan
ce th
e overall inte
grity of soci
et
y is the core
to the solutio
n
of the doctor
-
patient confli
cts. Fo
reig
n
schol
a
r
s put
forwa
r
d th
e
system con
s
truction
of the
ethics ed
ucation
and the rel
a
tionship betwe
en moral hazard an
d outs
ourcing, an
d points o
u
t that the importa
nce
of the i
s
sue
lies i
n
the et
hics and
sci
entists re
sponsibility and
that to prom
ote integrity i
n
a
proa
ctive wa
y will be more efficient an
d effect
ive [3-5]. Such re
searche
s
, ba
sed on qualita
t
ive
analysi
s
, poin
t
out that the
so
cial integ
r
ity is
a macro probl
em, and
the solution i
s
sta
r
ting fro
m
the institution
and edu
cati
on. Tho
s
e re
sea
r
che
s
do
n’t take into accou
n
t micro-level ele
m
e
n
ts
and h
e
n
c
e a
r
e sh
ort of
sp
ecific
metho
d
s
to
solv
e the
pro
b
lem. Th
e appli
c
atio
n
of a ma
cro p
o
int
only is difficul
t
to solve the
curre
n
t issue
of
integrity. The evolution
a
r
y game
and
repe
ated g
a
m
e
theorie
s
are
i
n
itiated
a
nd e
m
ployed by some sc
hola
r
s to e
s
tabli
s
h
an evol
utiona
ry gam
e m
o
d
e
l
of so
cial
inte
grity, whi
c
h
con
c
lu
de
s th
at the
che
a
ters’
min
o
r l
o
ss an
d pu
nishment i
s
m
a
i
n
ly
responsibl
e for the lack of
credib
ility. Some suggestions
to
solve the current credibility cri
s
is
are
raised [6
-8]. Certai
n meth
ods
of these types are
pra
c
tice
d on the
basi
s
of a q
uantitative mode
l
analysi
s
,
whi
c
h l
ead
s to
some
solutio
n
s
, but fo
r i
ndi
vidual
ca
se
s
only. As m
e
n
t
ioned
above,
the
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e-ISSN: 2
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TELKOM
NIKA
Vol. 11, No. 6, June 20
13 : 3103 – 3
108
3104
so
cial integ
r
ity is a system which co
n
c
erns t
he vital national in
terest
s and t
he stability of the
state. This a
r
ticle is a
c
cordi
ngly based o
n
the
cha
r
a
c
teristi
cs of Mu
lti-
Agent syst
em and buil
d
s a
so
cial cre
d
ibi
lity system behavioral mo
de from mi
cro to macro l
e
vel. With the pra
c
tice a
nd
appli
c
ation
o
f
self-org
ani
zation,
self
-adaptatio
n,
self-evol
u
tion
and
the A
gent of
syst
em
excha
nging i
n
formatio
n wi
th the outside
envir
onm
ent and the stim
u
l
us-re
s
p
o
n
s
e
methodol
ogy, a
new
persp
ective and a framewor
k for the study o
f
soci
al integ
r
ity are d
e
si
gned
and
so
me
con
c
lu
sio
n
s
a
r
e ma
de. Mo
re impo
rtantly, a theo
reti
cal
basi
s
i
s
p
r
op
ose
d
for fu
rth
e
r
study in th
e
modelin
g and
stimulation.
2.
Agen
t and M
u
lti-Ag
ent S
y
stem
The concept
of the Agent
was fi
rst forma
lly proposed by Minsky in 1986 in
its “The
so
ciety of thinkin
g
”. It is
gene
rally beli
e
ved that
Ag
ent is the
produ
ct of the
combi
nation
of
artificial intelli
gen
ce an
d ob
ject entity, and the
su
bsta
n
c
e
can b
e
int
e
ra
ctive inde
pend
ently in the
environ
ment
whi
c
h i
s
dyn
a
mic. Ag
ent
has the
fo
llo
wing
cha
r
act
e
risti
cs:
coordination
capa
city,
comm
uni
cativene
ss, re
aso
n
ing ability,
initiative and autonomy interactivity.
The Multi-Ag
ent system is an Agent so
ciety
comp
osed of Multiple Agents, an
d it is a
autonom
ou
s distrib
u
tion system.
The
M
u
lti-Agent sy
stem perfo
rma
n
ce i
s
re
alize
d
throu
gh Ag
ent
intera
ction,
which
mainly
studies ho
w
m
u
ltiple
a
gent
s act
togethe
r
and
se
ek sol
u
tions to
som
e
probl
em
s. Th
e st
ru
cture, f
unctio
n
a
nd t
he b
ehavio
ral
ch
ara
c
te
risti
c
s of the
sy
stem a
r
e
refle
c
ted
in the Agents’
commu
nication, coo
peration,
sched
ulin
g, manage
me
nt and co
ntrol
activities.
3.
The Con
cep
t of Social Integrit
y
S
y
stem based on
the Pers
pec
t
iv
e of Multi-Agen
t
3.1.
The Conc
ep
t of Social Integrity
Sy
stem
On the
b
a
si
s of
schola
r
s
from h
o
me
a
nd a
b
road, t
h
is
pap
er argue
s that
th
e soci
al
integrity sy
stem refers to
the relation
ship
an
d the
role
of the
colle
ction
am
ong i
ndividu
als,
busi
n
e
s
ses a
nd gove
r
nme
n
t, which int
e
ra
cts
with
e
a
ch other an
d
form
s
the orga
nic so
ci
al
integrity system.
3.2.
The Social Integri
t
y
Sy
stem Analy
s
is
based on
th
e Perspec
t
iv
e of Multi-Ag
ent
In accord
an
ce with the uni
quen
ess of social in
te
grity system, it is mainly manif
e
sted in
the followin
g
asp
e
ct
s from
the perspe
c
ti
ve of Multi-Agent:
(1)
Multi-Agent a
c
tive adapta
b
ility.
In t
he community of nation
s
, individual
s gathe
r
to group
s
an
d the i
n
form
a
l
organi
zation
is f
o
rm
e
d
,
which
sho
w
th
e coexiste
nce of m
u
lti-ag
ent
situation. T
h
e Agent i
s
a
d
juste
d
to th
e intern
al rul
e
s a
c
co
rding
to enviro
n
m
ental chan
ge
and
their own willi
ng; thereby th
e system’
s
structure and b
e
havior can be
chan
ged.
(2)
Dynami
c
ope
nne
ss. Over time, the stru
ctu
r
e, fun
c
tion, and be
h
a
vior of the
so
cial integ
r
ity system are
con
s
tantly changi
ng; as
an ope
n syst
em
, it is appropriate int
a
ke
of
matter, ene
rg
y and informa
t
ion from the environ
ment
to meet the progre
s
s of so
cial integrity.
(3)
Emerge
nce.
Emerge
nce related to th
e l
o
w-l
e
vel min
o
r
differen
c
e
s
of the
system
will lead to h
uge differe
nces of high
-le
v
el. From
the
perspe
c
tive of hiera
r
chical stru
cture, the
emergen
ce
refers to the
a
ttributes,
cha
r
acteri
stic
s, b
ehavior an
d f
unctio
n
of th
e high
level.
The
overall level
of soci
al inte
grity system
is not
the si
mple a
c
cumu
lation of ea
ch Agent inte
grity
level, but the coa
gulation
p
r
odu
ce
d by
interactio
ns of
variou
s Agent
s.
(4)
Self-org
ani
za
tion. Social i
n
tegrity
syst
em is spont
aneo
usly formed from th
e
Agent itself need
s.
3.3. The Fra
m
e
w
o
r
k o
f
Social Integrity
S
y
stem
Social integ
r
it
y system is
compo
s
ed
of the
multiple a
gents. Th
e impact of the
external
environ
ment to Agent and t
he rea
c
tion
manifeste
d
b
y
the Agent constitute the
basi
c
be
havi
o
ral
mode of so
ci
al integrity system.
Low-le
v
el Agents’ in
teractio
n with
the external environ
ment i
s
a
self-development process, in
whi
c
h t
he Agents
’
ability has i
m
proved wi
th the
changes i
n
its
con
d
u
c
t rule
s, and its ong
oing prog
re
ss of adaptiv
e
learnin
g
co
n
s
titutes the o
v
erall beh
avioral
mode
of soci
al integ
r
ity sy
stem. Th
e int
e
ra
ct
ion
between Ag
ents form
s the
em
erge
nce of l
o
w-
level, and
th
e p
r
o
c
e
s
s of
this level-e
m
erg
e
n
c
e
co
nstitutes the
evolution
be
havioral
mo
d
e
of
so
cial int
e
g
r
it
y
sy
st
em.
Evaluation Warning : The document was created with Spire.PDF for Python.
TELKOM
NIKA
e-ISSN:
2087
-278X
Study of Soci
al Integrity Be
havi
oural Mo
de ba
sed o
n
Multi-ag
ent System
(Yu Wang)
3105
4.
The Social Integri
t
y
Sy
stem Behav
i
oral Mode of the Multi-Age
n
t
4.1.
The Ba
sic Behav
i
oral
Mode of So
cial
Integrity
S
y
stem based on th
e Stimulus-
Resp
onse o
f
Multi-Ag
ent
Either in form
s or pe
rforma
nce
s
, these A
gents of so
cial integ
r
ity system have
boun
ded
rationality. Individual diffe
ren
c
e
s
in
so
cial
b
ehavio
ral judgm
ent
are fo
und in
the pu
rsuit of
material inte
rests. The
stu
d
y of behavioral gam
e
theory is ca
rri
ed
out on how factors of vari
ous
kind
s affect a
nd ch
ang
e the behavio
ral
peopl
e.
Behavioral G
a
me T
heo
ry i
s
the
sta
nda
rd gam
e the
o
ry prin
ciple
s
t
o
corre
c
t the
distortio
n
in the de
scri
ption of the
act
ual b
ehavi
o
r by p
s
ych
o
l
ogy achi
ev
e
m
ents. Th
e study is m
a
i
n
ly
con
d
u
c
ted th
roug
h exp
e
ri
ment an
d ob
servatio
n
of
how th
e pl
ayers a
c
t practi
cally. The
ga
me
conte
n
ts
ana
lysis i
s
exte
nded
by a
d
d
i
ng fa
ctors
i
n
em
otion,
reputation, li
mited in
sight
and
learni
ng a
n
d
sho
w
in
g d
oubts
abo
ut other pl
aye
r
s’ wisdom. The
imp
a
ct of
the
external
environ
ment
on Age
n
t an
d
the rea
c
tion
manifeste
d
b
y
the Agent
constitute th
e
basi
c
behavi
o
ral
mode of soci
al integrity sy
stem. Wh
en the Agent
re
a
c
he
s a cognit
i
ve age, it forms a beli
e
f set
throug
h sen
s
i
ng environme
n
t and obtai
n
kno
w
led
ge
i
n
the beh
avioral g
a
me. A
gent itself ha
s a
hope a
bout the future en
vironme
n
t as well as
the
impact of the reputatio
n and in
stitutional
factors, which form
s a
state it
want
s to achieve a
n
d
maintain, a
nd we call it desi
r
e
set. T
h
e
desi
r
e set ch
ange
s with th
e transfo
rmat
ion in t
he external e
n
viron
m
ent. Agents have their own
goal
s a
nd
act
i
on pl
an
be
ca
use
they a
r
e
determi
ned
with bou
nde
d
rationality an
d
will
not
pursue
all the goal
s at one time, whi
c
h mea
n
s they can onl
y choo
se pa
rt of the goals prior to othe
rs,
and con
s
eq
u
ently the intention set of the Agent
is
resulted. At the end, Age
n
ts pro
d
u
c
e
a
relatively sta
b
le outloo
k
o
n
life and values
throug
h
accepting e
x
ternal edu
cation and a
d
apt
themselve
s
t
o
the e
n
viron
m
ent chan
ge
s. Figu
re
1 shows the
dev
elopme
n
t pro
c
e
ss
of the b
a
si
c
behavio
ral m
odel.
Figure 1. The
Developm
en
t Proce
ss of the Basi
c Beh
a
vioral Mo
del
4.2.
The Ov
erall
Behav
i
oral Mode of
soc
i
al integrit
y
s
y
stem based on th
e Adaptiv
e
-
learning
The Agent o
f
social i
n
teg
r
ity system
maintain
s its unique
ne
ss and compet
itiveness
throug
h con
s
tant adaptive l
earni
ng, and
the overall b
e
havioral m
o
d
e
of so
cial int
egrity system
is
the pro
c
e
ss o
f
a continuo
u
s
ong
oing a
d
aptive learni
n
g
.
In this stage
, the Agent, relying on its
adaptive learni
ng, lives and intera
cts with
environ
ment i
n
whi
c
h the fittest survive. Analys
is of th
e whol
e pro
c
ess of behavi
o
ral ga
me lea
d
s
t
o
t
he
con
c
l
u
sio
n
t
hat
s
u
ch
f
a
ct
o
r
s
as f
o
ll
ows
are re
sp
on
sibl
e for the
prese
n
t ab
se
n
c
e
of
integrity:
(1) E
c
o
nomi
c
intere
sts: tra
n
sa
ction
co
st
, bound
ed
rat
i
onality, information a
s
ym
metry, cont
ra
ct,
miscarriag
es
of justice, an
d so
cial exch
ange the
o
ry, etc;
(2) E
n
viron
m
ental facto
r
s: cau
s
al,
cultu
r
e, re
putation
system, a
n
d
long
-term co
operative
form,
etc;
(3) Pe
rsonal f
a
ctors: value
s
, person
a
lity, ethi
cal, psychologi
cal, an
d neurophy
si
ologi
c, etc.
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108
3106
In gene
ral, from the pe
rsp
e
ctive of Mult
i-A
gent
syste
m
theory, Ag
ent’s a
daptive learning
of so
cial inte
grity is the
re
spo
n
se mad
e
by Agent
to the chan
ge
s i
n
the external
environ
ment.
In
the re
sp
onse
pro
c
e
s
s, the
Agent’s
abilit
y to adapt
itself to the envi
r
onm
ent is i
m
proved t
h
ro
u
g
h
perceiving th
e outsi
de
wo
rld, accum
u
lat
i
ng expe
rien
ce and
ch
angi
ng its
behavi
o
ral
rule
s of t
he
game con
s
ta
ntly. The figure belo
w
sh
ows the over
all
behavio
ral m
ode of so
cial i
n
tegrity syste
m
.
Figure 2. The
Overall Beha
vioral Mo
d
e
l of Social Integrity System
4.3.
The Ev
olutionar
y
Behav
i
oral Mode of
Social
Integrity
S
y
stem
-Compl
ex “lev
el-
emerge
” Mo
del
As mentione
d in the text above, Agent
s, on the
basi
s
of past experi
e
n
c
e and
kno
w
le
dge, h
a
ve the ability to evolve and modify
its
behavio
r or
rules to g
e
t ad
apted to the
new
environ
ment,
so th
e soci
a
l
integrity sy
stem is
n
o
t fixed, but g
r
ad
ually develo
p
s
from
sm
all
to
large, s
i
mple
to c
o
mplic
a
ted, low to high.
On the
one
hand, lo
w-lev
e
l Agent
s in
the soci
al i
n
tegrity sy
ste
m
co
mmuni
cate with
others
and
chang
e thei
r
b
ehavioral m
o
de to
survive
and
to fit in.
On
the
othe
r h
and, th
ere
is
colla
borative mech
ani
sm a
m
ong Age
n
ts of all levels
so that they ca
n make ada
ptive-lea
r
ning
b
y
exerting
influ
ence
on ea
ch
other, whi
c
h forms eme
r
g
ence. After th
e formatio
n o
f
the eme
r
ge
nce
of a level, th
e eme
r
g
e
n
c
e
of the
sa
me
level p
r
od
uces
su
ch
syn
e
r
gie
s
that
the
Agent
s inte
ract
with ea
ch ot
her b
e
twee
n
emerg
e
n
c
e
s
and high
er level-eme
r
g
ence phe
no
mena
come
into
sha
pe. Thu
s
, the evolution of social inte
grit
y system is ba
sed on t
he emergen
ce, and the ideal
developm
ent
should b
e
a
prog
re
ssive
one whi
c
h i
s
tierd, that is, develop
s from pri
m
ary
to
advan
ced, fro
m
simple to complex.
Acco
rdi
ng to
the sco
pe a
nd mann
er o
f
rules’
sea
r
ch and sele
ction in the pro
c
e
ss of
evolution of social integrity system, it will be r
oughly through three levels of emergence [9].
1.
Self-develo
p
m
ent: Agents find and
se
arch the l
o
ca
l
effective rul
e
s a
nd d
o
self-re
plicating
.
2
.
Dynami
c
imit
ation: Agent
s se
arch
glob
al rul
e
s,
and
they imitate
the o
ne
wh
o o
w
n
s
success
rule
s. 3. Inn
o
vation eme
r
gen
ce: Besi
d
e
s 2, Ag
ent
s do inn
o
vatio
n
, that they restru
ctu
r
e th
eir
rule
s o
n
the
basi
s
of dyna
mic imitatio
n. The
suit
ability and
com
p
le
xity of soci
al i
n
tegrity sy
ste
m
enha
nce with
the growth of
level-eme
r
ge
nce.
Based o
n
the
above analy
s
is, the level-emer
gen
ce m
ode of so
cial i
n
tegrity syste
m
evolution con
s
tru
c
tion is
sh
own in Fig
u
re
3.
4.4.
The Be
hav
i
o
r
al Mode Re
searc
h
Ideas
of
Social Integrity
Sy
stem based on
the Multi
-
Agen
t
At pre
s
ent int
egrity p
r
oble
m
s a
r
e
up
risi
ng
con
s
tantly
and
ou
r soci
ety has
bee
n
plung
ed
into a crisi
s
of integrity,
whi
c
h, to su
m up, in
clud
es official co
rru
ption, food
fraud, aca
d
emic
che
a
ting,
so
ci
al inju
stice, th
e ten
s
e
do
cto
r-p
atient
relati
onship, a
nd
a
l
most eve
r
y i
ndu
stry ha
s its
own
“un
der-t
able rule
s” [1
0]. Actually, these pr
oble
m
s have attracted att
entio
n of the rele
vant
depa
rtment
s
for a
long
tim
e
, and
some
measures,
su
ch
as anti
-
co
rru
ption, h
eal
th ca
re
refo
rm,
comm
odity crackdo
w
n et
c., have alrea
d
y been implem
ented, but so
cial integ
r
ity proble
m
doe
sn
’t
get better, bu
t is worseni
ng
.
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Study of Soci
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havi
oural Mo
de ba
sed o
n
Multi-ag
ent System
(Yu Wang)
3107
Figure 3. The
Level-em
e
rg
ence Mode of
Social Integri
t
y System Evolution
In view of this, we e
s
tabli
s
h a behavio
ra
l mode fram
e
w
ork fro
m
the
bottom to the top in
the imperfe
ct
system, and
the rea
s
on b
ehind
so
cial
i
n
tegrity pro
b
l
e
m is that Agents of low-le
vel
intera
ct with
each othe
r a
nd the
pro
b
le
m bre
e
d
s
a
n
d
multiplies at different
lev
e
ls. As is
known,
small
ch
ang
e
s
in
the mi
cro Agent
s
will
cau
s
e
great
contrast i
n
th
e ma
cro p
h
e
nomen
on,
so
the
individual
cre
d
it de
cline
re
sults in th
e lo
ss of ove
r
all
so
cial i
n
tegrit
y [11]. Before
solvin
g inte
g
r
ity
loss pro
b
lem
facing curre
n
t soci
ety, initial
step
s can be taken
to control
and re
du
ce
the
happ
ening
s
of discordant
events from
the micro-l
e
vel individual
s, su
ch a
s
a
s
sets d
e
cl
ara
t
ion,
increa
sing
pu
nishm
ent lev
e
l, stre
ngthe
ning
su
per
vi
sion, pu
nishi
n
g corruptio
n,
prom
oting
so
cial
justice, judi
ci
al justi
c
e a
n
d
edu
cation, a
nd so on.
T
h
ese m
e
a
s
u
r
e
s
from th
e mi
cro
s
copi
c p
o
i
n
t o
f
view
can
enhance the indi
vidual’s i
n
tegrity level, and
it will form a better
ov
eral
l social i
n
tegrity
system throu
gh the evoluti
on of levels. Then nex
t st
ep, model
si
mulation an
al
ysis will b
e
m
ade
for a comp
arative study of the
effects and re
sp
on
se time of counterm
e
a
s
ures (su
c
h a
s
the
establi
s
hm
en
t of individual reputation m
odel) th
rou
g
h
model sim
u
lation analy
s
is. The metho
d
applie
d is a
combinatio
n of
resea
r
ch an
alysis
and m
odel
simulatio
n
, whi
c
h i
s
intende
d to see
k
a
more o
p
timized sol
u
tion.
5. Conclu
sion
Social inte
gri
t
y is a sy
ste
m
atic p
r
obl
e
m
whi
c
h i
s
related to p
e
rson
al interests and
national
stabil
i
ty and devel
opment. Thi
s
pape
r give
s a
n
analy
s
is
of the beh
aviora
l mode
and th
e
con
c
e
p
t of social inte
grity
system fro
m
the per
spe
c
tive of Multi-Agent
syste
m
theory, an
d it
build
s a ba
sic, overall a
nd evolution
a
ry beh
avioral mode b
a
sed on t
he stimulus-respo
nse
prin
ciple, a
d
a
p
tive-lea
rning
theory a
nd e
v
olution
of Ag
ent. The resp
onses
of low-level Agents to
environ
ment
con
s
titute the
ba
sic
beh
avioral m
ode;
u
nder the i
n
fluence of e
n
vironment, Ag
e
n
ts
cha
nge the
behavio
ral rules
con
s
tan
t
ly, and t
he ongoin
g
proce
s
s of ad
aptive learni
ng
con
s
titutes th
e overall b
e
h
a
vioral mo
de;
it w
ill finally
develop into
an eme
r
ge
nce model of hi
gh
level. At last,
so
me m
e
a
s
u
r
es a
r
e
attain
ed to
solve
the
cu
rre
nt so
cial i
n
tegrity
probl
em th
ro
ugh
reverse
analy
s
is
of the fra
m
ewo
r
k, whi
c
h esta
blishes
a so
und b
a
si
s for the
su
bseque
nt adopti
o
n
of model
sim
u
lation. Solving the p
r
obl
e
m
of so
cial
in
tegrity deficie
ncy is
not a p
i
nch
but invol
v
es
a subtle, lo
ng-te
rm pro
c
e
ss. Wi
se
governme
n
t leadershi
p
, corp
orat
e sup
port an
d
the
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Vol. 11, No. 6, June 20
13 : 3103 – 3
108
3108
partici
pation
of the gene
ral popul
ation
are of g
r
eat
importa
nce to the enh
an
cement of social
integrity level and the con
s
tructio
n
of so
cialism an
d a harm
onio
u
s
society.
Ackn
o
w
l
e
dg
ments
This work wa
s
su
ppo
rted by
the Innovative postg
ra
duate Cult
ivation proj
ect o
f
Jiang
su
Province, Chi
na (CX
ZZ11
_
0999
).
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