• Aucun résultat trouvé

Creating and Using Ontologies in Agent Communication

N/A
N/A
Protected

Academic year: 2022

Partager "Creating and Using Ontologies in Agent Communication"

Copied!
8
0
0

Texte intégral

(1)

Creating and Using Ontologies in Agent Communication

Chris van Aart

Social Science Informatics University of Amsterdam

Roetersstraat 15 1018 WB Amsterdam

The Netherlands

aart@swi.psy.uva.nl

Ruurd Pels

Acklin B.V.

Parkstraat 1a 4818 SJ Breda The Netherlands

ruurd@acklin.nl Giovanni Caire

Telecom Italia LAB S.p.a.

Via Reiss Romoli 274 10148 Turin

Italy

giovanni.caire@tilab.com

Federico Bergenti

AOT Lab and CNIT Parco Area delle Scienze 181/A

43100 Parma Italy

bergenti@ce.unipr.it

ABSTRACT

! "#$%& '

(%)*+%,-',+%./0/1'#%3200'

%)%+*14/0+%"5#&6/0/1'#%7+%8./0#+

9:;;<=/0+<>5?A@B+2CD)/ E

FG'?<%%)%+FH5#&-B1I?!./0;&)J

#&7,$8;*&K0/":!1/0+%0%

?L%2NM'/0%O%>)P#&.N#0Q

+%<%+/0/0G&+%+ /0+%K%(%)*+%

@<R,ST;U+VUW)&.LV*XKY#8I';&%2=C

.Q'&;FGB;?)X'K$Z0:#@<<:E

I[%/\;)%+FH&+- QFQ/\$?'.&+%X2

1. INTRODUCTION

]^7*:@W_OV@0,4?6`.0?#%4&

'<3%%)+%P:'W/0/1'#15^@"+%2

Ca)H9bJBG5cHcd#D1/0$E

/0ef7/0+e5A@Wg?O,`7L/0)*

h(ikj>l

C.Om

i

CkSVOnKoHp j S h

&

j

o-]?2$M'?/0%O#

:/"$_'K)*+%'+%X!X`/"9&K_;#@<)#&+%NL?+

$8*&#&K)*+'+%O':Xq:r:oHp=Oq:]QMs&KMV]QSJC<EQmpN2?tk#@(E

8#O@,_s$K/"_;+"8;>G))[5$1'+%

/0W#&'N#))O/0)RF:R`VN/0)LRAF:E

5)*R^F7s&;Eu'21MKL/0)%OJvxw:mpy.w>CKoHp3EAm

zL"7)*8)F{&?)#&{8;@|%HQ'?'H

}m i

C>SW~<" 8;*%2t>$@W8#O@<-/"_;+ '

V!%O%KQ))3,@_"'<)*)3&)I&#)*+

@<RHK+%$'.TK/0;& #))€O5#8;>&-L;E

%y&)*+2eM'?/0%O=)R%'+%4@W5 8; $

)R#%&;Fx&)#F#&8%$*'s&/"O</"Fy:-&

"5.L*5)%‚RK>>%5)*."/0;&R`FG:'&?)F+

QFQ/HOP6ƒ+%'BR0`ss&/"OW"6+$

&RbJ<8;< ;&'K@c!'%)R2

i

(@(F9:bJP8;*W"k?L5)*(/"N*N5F1/0=

/0&*2IC„[A@($1+%k#eKk /0&*k#5)

T)[$+0+%I/0+( $F-Q'%<

@_f05{$*))RFf`'&#&y5F -]Qm…†A

lWjIi

>98;%O€2%2NR<#B>>.&'.ŒŽ€2CcQE

&'1/"9Q'?*1[%/+%;178;-&4')R

`/?8ef+#2‘H%’sd%&8%;+%

$Wk+%<&W($8%I_;$@<)#&+%>3I*;8%s

98;200+%:#759'#&BG`/“@”)RE

#$*O=,5F6/0#:>+%3OT22HF*+-H')*

&RbJ;%/0W@<Rs%Fs[A@%O5'W5F0!#&;E

$*XO22PQ&&•+1H$2N*(/0

$+%P&:N#8IP:0?#–N;&I5'=?F

#{#—'Q"?8s5Ff&+7/0+2

l

FM#&?+

QFQ/0O>/0)(%G+<%))*5%-*Q#%&s

8;";+X2 i ',8@”6"_;&dI&Q5'#&

QFQ/0<<INH`/"B+"&G%/0/9'RE

#$*6Q''#&eQFQ/0‚I +%.$16:`/"$E

%y

}

?A2(Œ˜Ž`~?2

h

)*)+%+d5)/09G@<

+W`/\&RbJ;W+%•#$%<$8%I,%))*5k@<R

#?H#OQ#&-=)RFs$8;*&+ }?LQ+~*!/"%

8)I!'%2™C>z?L/0)H9'?{%))*5%H

+%*$*d5%'k%OJ—')^F-k/0?%2

i

@(FHs&+% š›œ%!ž.))RF7%')#&e&Q5'&HQFQ/0O

1+%&-QFQ/0<<')Fs/0+%:L+%+2NŸ0&+%

'-QFQ/0O>!%))#@<+s—'Q%I%‚

 

tk#@…%')*&4/0+%15s+?#&JON/0R#& &

;&H¡

 

tk#@’#-K;;<T/0+%I5:Q&&•#&¡

 

vx$K)

}

2+2:OJ/0/0k&B$E

~W#H5:'&¡

 

vx$k'QK&H+'*&)K.?.%.))V'

@<s0)RF"@<I*)$¡

]A6m%20¢0@05*?Fe&*'./0+ 5#&7%/0/1'#$*

5^@6+20m;%20£G&?*5.7?d!,+

/0+%.%<;)%+%2<]^Bm;%2P¤1@.#@’:%

kB/0+G% ;)%+% ` d#GQ'&F6%y;?E

$%)<*'"Z02yMV))RFON@H&' /0-'

(2)

2. AGENT COMMUNICATION

CI+% h %/0/1'#$*H#d59&?ƒ&H: `/|P*E

z{@<e&;F/0s)*%z5^@z+%;"

?L#&B'+%e9;?/0#&*FHP*+)*OX@<XO3%

#&3OI@<)).bJG7+4Œ¤Ž€2\CIH&*'#&x5F

M5#O9)*+:'/15

}

+%?~/0/1'#%0`/0<L;E

QWŒ¤Ž€2TtkT@WP=NV%/0/1'#$*K&+</0

!/"$%6[%/¥-&:BG,

}

&#&~>82

I!/"$%-(;&&s@<RGK)sT)*+%'+I&

&;&#&0'%s$*8)5F9<82NCIs%&8+%I3

BI>%,B+%?k)%)F;Eu')#&HBQFQ/0O

.)RF6' /0+%0+B,8%) !,%))*5%32

¦>`')RFOTG9eQ&&•#&y&ƒR%y<@<

}

%$*)`~G+%;-H&z#@a+%G/"#F/0/1'RE

.5A@W-@<RHH#2N]AGI<@WK!I1

5QI%/0/9'#$%s/0;&)JTMV]QSJC™§(I&8`/

? TFsŒR‡$¢#Žu2=]^9*=/0;&)O%/0/1'#9'

%'+%.W?L+QF%'V/0+%=%&E

+,,%/0/9'*8<?2WkC

h

pB)*+%'+%k`/"$I¨I&E

ƒ. `/"$1("/0+%2eC h pz/0+%,# 5

$?*•#&H5F3‚

 

]A%3O;%2+2O©.ª<«,¬,ª<­®,O]A¯kM ikj o7Ork¦K° jT± j °NMW2

 

C&O2%2PK&I&H1?>V*8%2

 

C4;;#O€2%2ŸN')*!/"%:$ŸXL?+#&32

  h

%.&XO32217&#7

}

[~I,E

K)*+%'+ '#&BsLk9%:& }[~I

%)*+F75FB/0#KW@<?75e9&,&e

*8%(5kK%W/0#*+k:(/0='& *

k%#2

  h %;8?%g%%)O.%2+2“*%D%)9&

8%%-[&Rƒ#$*X2

²³´µ¶$·¸¹º#º¶»$¹6¶¼?½#¾¿ÀÁÂÃ?Ä#Å;¿eÆ

²$º¹Ç$È$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Ê$¹½$¹É$ËÌÍ$º?½ÎÏÐ#Ð#Ð#Ð$ÑÒÓÔ$Õ;¿7Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#Ñ$º¹Ç$È$¹ÉÆ

²É$¹¼¹%´Ö$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Ò$Í?Ì#ÇËÌÍ$º?½$×ÏÐ#Ð#Ð#Ð$ÑÒÓÔ$Õ¿6Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#ÑÉ$¹¼¹%´Ö$¹ÉÆ

²$¼Í?Ç$½$¹Ç$½Æ

ØuÙ

¹#¶½Ì¹Éd½ÍÈ$¶Ú7É$¶%´Ç´Ç$»Û

²#Ñ$¼Í?Ç$½$¹Ç$½Æ

²#ܶÇ$»Ý¶»$¹$ÆÕÇ$»Ü´ºÌ²#Ñ#ܶÇ$»#ݶ»¹$Æ

²#Í?Ç$½Í#Ü#Í»#ÚÆ?Þ¹#¶½Ì¹É·#Í?Ç$½Í#Ü$Í»#Ú²#Ñ#Í?ǽÍ#ÜÍ»#ÚÆ

²$¼Í?Ç$Ö$¹Éº¶½´?Í?Ç·´ÈÆÊ$¹½$¹É·#Ò$Í?Ì$Ç×#ß#à$á#Ð%β#Ñ$¼ÍÇ$Ö$¹#ɺ¶½´?Í?Ç%·´ÈÆ

²#ѳ´µ¶$·¸¹º#º¶»$¹$Æ

âsã,äWå„æç#çèéæsêë °TL/0)*P/0+L#&,,n:oHp"@<

%4]^¯KM ikj o7ìŸ&9SV? &4Y%3ì=%9

?L%B5%'Ik@?#ì)**-°N+%)e<;;<)*E

+'+%%ì.%%)+F.5%'XT@?#ì&:%;8?%.E

)

MV]ASJCí0) &ƒ#&48)*& !/"$1e;0C h p

/0+% /0%+0@<?7enKoHpf5#&B%%2,9n:oHp3K#

§

;3‚‹%‹$@(@(@:2ƒ2+

5>`%'&skMV]AS3CzRFî2NC h pŸo-+ ‡k#@<<

L/0)9e@<?d+%.SV?:!/0:+.Y%e>

@?1;&F6*.*+27C>,#@< 4"L/0)%O=C h p

/0+%NW5')R=',)*#FT)*+%'+2N°N)/0;Ÿ*,

@)*&-K&ƒ#&0-Gïðñ œò!óeðóôuð%ðõž2WC”öðóô^›?óôœóõ÷œ#õ›

L*

}

22G0)/0,5A@W4:+%~:9'#&

G.Q$/0KW1@W)*&32"MV))RFOVeøuù››öúfœ%öô

}

2%2]^¯KM ikj oB~<.+%#–I*%G0&?*5.K)?

>@)*&H(@(#&H'&sk%ILX2

.,)*Fk1)G)_%#&H5F-Q*K'?eO

/0+%W?LV@<*.%T)*+%'+%O%;&*+K&:%E

%)+%H$e'#&`sH%#2DMsL/0)%O(@<z

+1&9H/0+%"%*+dH)*+eL%3OT

)*+%'+% @<))P59ûü;ýþýÿOŸ1;&+üÿe&d9%E

%)+F %þýýþýÿ2(M'/0%OK?-<'#&

QNAF%P))#@#&-2=MNL/0)*OK/0QE

+:@<HK*X‚N#—'Q<%')[&G#8.1k_E

+,!I-%B&"<GQ@#2PMI,/0k)*5#&

&'%XO0ŒR‡¤Žu2

,MV]AS3CD%/0/9'#$%H/0;&)O#@W8#O*B&I0?E

89+.'%%/9FHK/9'Bk%5)%O3K5#&e%B

s%/0/1'#$*"/0N[&#‚T@<sK%)

+1',H ?9B9%%OTR1,%)FdF+

e+% d/0+%"'+&4R 9R)*& e5)8

<)?bJ(XR'%2=]uW)#$?!%O;

%/0?+9/0k<#&#&015):+<9%/0/9'*

bJ?*8%)RF2

$:O3*d&K`.+%ks5 5)9"#65%'K

bJ?(VR(%/0/9'*%OC h pe/0+<%')*&s5KE

#&s;,IC>+(]A%-S=%)

}

C>]QSP~?2C>]ASN

&56/0/1'#%cHe))*#@W#&D#—'H

/0+%s5A@W{+%;G&fH%QG{-%E

>%s/0+2fC> ?L/0)">s)#%

C>]ASN }L#&-G.C(¦:oHp7$* ŒR‡%‡ŽT~#H5K`%'&

BMV+2£2

3. AGENT ORIENTED TOOLKITS

C>e/0k5)*+s!K!K9&8%)%/0;>P)RE

)+%-+%;"s%Q'#&{5FyBLQB,4;'/95

W+Eu#&-%)_;Rî $k8)RF-$8;[&k51?E

8;'?G%/0/1'#$*XO;)R!K?F)*>/"+%/0#OF))#@

+%H&xf%32\]Az*-?-@d@<)*):`'Hc%7

s5Q1_#@<X‚GYC>wK°

}

Y#8%dC>+1w:°=8)/0,`/0?E

@_~IŒR‡Ž€2PYC>wK°4*W:`^@($k`/0@_1$/0)RƒN

/0)/0$*:/1')RE^+%0QFQ/01%'+%zd/0*&&)E

@($:>/0)(@<H.MV]QSJC„ƒ#

î

O1)5$F

W)*:,&8)%k#7'1.L;&H@<*)0+

+k&H ?>=+#)Ÿ%)II'<:&5'+E

+%+ &{&)#F/0; 2DYC>wK° +%"%/0/9'*

5FsL?++0/0+%IH%/0)[K@<RH:MV]QSJCgC h p

)*+%'+%#î2 M'/0%OXYCIw:°c'k CKoBm

}

C>+%;

o-+%sm?8#~Q&H9w:M

}

wKRFeM*)R?~?OŸ@<*

<K@<R.&GF)*)#@D+:!k+ }8;*$~I&QE

$8F2

3.1 Handling message content

C %0L*{@<RzzC

h

pD/0+%B0AF*))RF

;&#&7,-Q+2stk#@8%#OŸ%*&+B[A@s+

(3)

$*DH-%;8Gf/"*')*B7`E

/"$%08%F#&15F,<;;NL%0@<R <+%

;&%2=Cy5Ÿ;$%1T5F./0#Ÿ%5;†Q2=T

<Fk3!VQT=L%

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿QŶ´^¸¶¿

϶»$¹dà%Û

K#QFH"/"*')*,R=;&d:e5†A

N1)*O<))*'Q#&HBMV+2X‡2

¼Ü¶º#ºHÊ$¹ÉºÍ?Ç

µ$É´Ö$¶½$¹½#É´Ç$»dǶ¸¹

µ$É´Ö$¶½$¹ ´Ç$½d¶»$¹

µ#ÝÜ´¼HÖÍ´È6º¹½#Á$¶¸¹

Ø

½#É´Ç$»4ÇÛǶ¸¹d¾BÇ

µ#ÝÜ´¼!½#É´Ç$»7»$¹½#Á$¶¸¹

Ø

ÛÉ$¹½Ý$ÉÇ7Ƕ¸¹

µ#ÝÜ´¼HÖÍ´È6º¹½#Ó#»$¹

Ø

´Ç$½4¶%Û #¶»$¹d¾e¶

µ#ÝÜ´¼6´Ç$½e»$¹½#Ó#»$¹

Ø

Û!É$¹½Ý$ÉÇ6¶»$¹

"$#é%'&$æ”êë)(Xâ+*>â-,.`èç#ç0/12,3/45,æ6'798>æ&ç/4;:0ç<=/?> #4Ÿé

@ æ

@!A

æ&ç9è45BDCE

è4'B

ÿ E @

æ7<'/FBVç

ST%?P%;8%1&,8)*&$*1%=/1'QV5W#$*&

'(s/0K.;;WLG#&"<G5†A

I05,#&H0>L;#&-[%/ eC h p4/0+%%2

,YC>w:°f%)_;#O>&'&H*Bm%2£O$8*&<'

`s`/0+6H;8%x&f8%)**&%z

'/"#))RF2T;'W))$@<+0&8%)%P/"')*+.`E

/"$%4@<R41+115†A9@<R%',"#&6

FHL;1@_2>o-,*e&)O3HGýI EJ

5†A:&#)I@<

<QF$L X:+%80%P)[+'+K&0KL;ýþýÿ15E

†A9?_:,%,L*90/0#+!')P-

%)%+FHŸ.%&&&-&/"X2

3.2 Content Languages

vz)H %)%+Fy*9AF#)*)RF Rƒ"7B+*8%f&%/"XO

%K)*+%'+%. &%/"*e&&#2k`%OX'E

)_d%%)+%-G/"))F{/1'QG57&?ƒ&z%&zd`

e&/"x%&&&{5F{x+H)*#$%XO>6%

)*+%'+KWAF#))F")*#&s/0%+,%k)R#%&;Fs#8%*)*5)

@<R%'"B#&.&ƒ*+ 6@|%2gYCIw:° $8*&

;&,!1"L;,^@e;;,)*+%'+%242MONQPFRTSU

œó;õ÷œ#õ›î T<;'/"E€#%&5)=Q+E^;&#&

}

€2%2T<%

?L%d7MV]ASJC mp *K"Q+~>K)*+%'+%1&B

%55)RF-5*&>q:]QM4./0%Q)RF-&RbJ'&H%I)*+'+%

d1*;Rƒ %/0/9'^FH&#)+G@<7;)*)+%;,+%O

I`?L/0)ICI+%RW†AWV2=MV]AS3CzmpHWE

')*)RFs*&#$#&G7ð?ù›?ó")#@<?:+`%/í&R`E

`=&8)%?T&:'*+(1&bJ?V;8;R%/0;J$8%

-%/0/9'#$%2Go-8%#OV0%^Fd<5+-'/"E

%&5)B#{5H8?Fy)`')(@<z&5'++%+6&yQ+

4)#$*X21MV]QSJC mpf&#)*K@<R7+,%:$*'E

)*$)FJ‚G))I+0%1*fMV]AS3C|mpc/9'Q,5s*#&y;

$XG3YZ3KL[ Q'?W$*I+%;":

*&ƒ=+%=$T=*&#&:k?!/g(?*X2

M#%"@>'KMV]ASJCDmpe(;;W)*+'+%K"

#2

\U=]^R$Pfœóõ÷œ#õ›`_PV<Eu;'/"E€#%&5)T5F;Eu;&#&

}2%2 G;;KL%d4pX°PC>Sc.s#—'1(5F~

%,)[+'+s995 &ƒ#&6%&6"` YC>w:°(2

]u:K?!1)#.$:%)RFdYC>w:°c+%K@<))P515)1

V

;3‚‹%‹$@(@(@:2+%R2+

@<,WpX°PC>SB)[+'+V?!5)W@<R,V>MV]QSJC

mp=2MV))RFO+bcX%ûGýI EJ )[()*+sdLbGýI EJ

)*2=vx1k$<Q%+./0/0F1)/0R%P>pX°PC>S

)*+%'+%ds!?5)%2gpŸ°NCkS )y'"#—'"

5F;2,MV))RFO3@<)11pŸ°NCkSx)*+'+%1@.&?ƒ&B@<R

h

j

!?>o-;&) /0&JO%@< @(@<))&'

-kL;<X2

4. MESSAGE CONTENT ONTOLOGIES

C™/0+1;;K%%)%+Fd)K+%;>H&59O

5)!O=F,&7#&#$*95'9B&/"X2

i

E

%)+%<+KH5Q?*G98F"+%)3/0N9/0

$:$9Q#&B"Rƒ1&/"BP_;#@<)#&+%2.Ÿ/0

8F +?)J)8)V&5#&sk))#&e÷$ùù›?š:ðóôuð%ðõž2

h

&;_ 9)2O=,&*'#&6."$s+E

/0V5^@1%#&9'?=%%)%+2P($.ðegf$›öôø

1@W)*&3ì%(5†AW#8WùšQð?ù›?š?ôò€›?øV$P1_dhœ%ji

÷›?øìT 5†A9/"FeL*Q:48' š›œôò€ðóø>@<R6#?

#ì:%G/"#F+%e$8dôò!ñ"›?O<d{›kh›?óôø

$0'ss&bJ?-ôò!ñ0›Hò`óøôuœóö›?øìI--ùšQð#ö›?øø›?ø

øôuœô^›?øìŸ8>/"#F4öœ÷;ø›I?K8;k"›gl>›öôøìV&B%5E

†Q1#81ùœšôø0Œ¢$Ž€2-M'#OŸ0.0*4,öœøø›?øO

ò!óøôuœóö›?ø,&ø÷meöœøø›?ø2 i ,8;@<9 '%%)+%O

'fnk)•#&f¦k"o-;&)O$nk*/HONv4&¯>0&

hP±.h $.&'&-4Œ‰$Ž€2

tk?"@W"%-H)/0*Ff÷$ùù›?šGñ0›?øøœõ›Höðóô^›?óô,ðói

ôuð%ðõž:5#&G%-0öðóô^›?óô(š›go#›?š›?óö›,ñ0ð#;prq's$tu>'#&-

YCIw:°<2W hWj o *G&?*8%#&`/ H/"*s,MV]QSJC

C h pD$"#—'R"%sL*s#&*yC h p

/0+%Bz$8%6eQ7&+zf

/0+%`/"$*8%

}

]A¯kM ikj o7O j °Prk¦K°Pm<~?2$]^, hWj o7O

>!%))#@<+s)/0<.&*Q+%'#&32

 

qNðóö›^ùôøPL+9R$\v%?LQrv9*"I@)[&J2

MIL/0)

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿QŶ´^¸¶¿{϶È#È#É$¹º#º

Ø

Ó#È#È#É$¹º#ºcÏuº?½#É$¹#¹½¿QÔ¶¸zÎ$¿fÏ`µÜ¶¼¹y¿Ó¸;º?½$¹É#È$¶¸¿Û#Û

 

P(š›ïò€öœô^›?ø=L+.<Q'NX:$WJ(@)[&J2

:#H5K'k<)*2MIL/0)

Ø

ŶÉ#É´¹È

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿QŶ´^¸¶¿Û

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿Óܹ$¶Ç$È$¹É¿Û#Û

 

RPõ›?óôkœöôò€ðóøIL+s ?*.6+%:#65

#—'Q#&" `/H2NM>?L/0)%‚

Ø

ŶÉ#É#Ú

Ø

Ê$¹ÉºÍ?DŽÏ`Ƕ¸¹f¿QŶ´^¸¶¿Û

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿Óܹ$¶Ç$È$¹É¿Û#Û

 

P(šò!ñ1ò`ôògh›?ø$,%/0:L%<'?BKm+%I&

]A+%?2

 

RPõ#õš›€õœô^›?øOL*+KRTP$(+%'=J

2PMIL/0)%O

Ø

º¹wݹÇ%¼¹

Ø

Ê$¹ÉºÍ?DŽÏ`Ƕ¸¹f¿QŶ´^¸¶¿Û

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿Óܹ$¶Ç$È$¹É¿Û#Û

 

Nï›?óôòožò!óõsI›go#›?š›?óôò€œx]zy?ùš›?øøò€ðóø!p{N`s\]xu,0LQE

**&[F*+9;RW`@<?s.+%8"&#>

'%2s" ^F#))RFd'#&d*4—;'

}

2%2G:

%<T0rk¦K°

jT± j

°NM /0+$~?2PMIL/0)

Ø Ø Ø

(4)

 ~

œšò€œe*›?ø0L+y4+%e)/0sG_;$@<z

V&s^F#))RFs'#&G@<R*-]j °<2

MV+2¢:#@<I)*$*</0%+:k)/0;N_;+,;

'0$"%)RFf&#O<+-%G&y]

j

°N"$

/0+!')V;;kP%/09C

h

py/0+%2:]AH!.0#&RE

:#-5kk;;=-]A¯kM ikj o /0+%%O&G+%

%7#d599:W j °Prk¦K°Pm„/0+%1&d

]j

°c#651 %.<Hrk¦k°

jT± j

°PMz/0+%2

i

)RF

?/0(#H5:/0+!')J8%)*'(!I:)I*-1#2

ContentElement Term

Predicate AgentAction Object

IRE

Concept Primitive Aggregrate Variable

"$#é%'&$æ€3ëkã/47æ4F7ƒ‚0æ1^æ&$æ45,%æ å„/=BXæ?.…:3ç<'/?> #4Ÿé7<Ÿæ†&$æ‡

.[èm7 #/4Vç

A

æ7k>,æ;æ46O/ç#ç #A .`æ-æ?.[æ

@

æ?47#çd/1âsã9ä

@

æç#çèéæç3:

èm,,3/&B

#

4Ÿé97/ˆ7<Ÿædçæ

@

èm4F7

#

,ç‰/1

"$Š

8Wâ âsã9ä$‹

4.1 Construction of Ontologies

kST;U+VU:¢Š%ŠŠ3ŒkK)@<0@<*":'W#"Q'

%)%+*2I>%)%+FH>Q#&-B1[/0Eu5#&-_;#@<)RE

&+%9/0;&)PŒˆŽ€2:*k/0;&)X%*QkP)*OX)OJ

&,L%/02

h

)[=W%X,W&%/".&'%O

@<R0@<"KL%%/0<F #"&<Q'?#&32Nm;)

&5 %K.5'KW9)[21C™).*

R)R> -`/009 -^F2d1# 5se/08

)[OW)_Gm;+O=]A+1& MV)%#ON Q">E

P)*2NM'?/0%OK)*WPk8)'%2TM?W&5

%Ÿ)2=P%

}

X%Q~X)'&%‚

 

qNœšQïò!óœò!ôž(XK)#O;2%2=$@/"F98%)'T<)W#

#8O22KŠ;O*‡O¯92JMKL/0)%OJ )*kù›?š?ø?ðóG#d)RF

#89%9$

}

2%2Ž}‘’…“”•’{–Q—‰˜„‡$~?2 i .s)*+oœ3i

ô`ú›?šW#s#8I/1'))*>?)[&;

}

€2%2Ok‘’ “”•’{–Q—‰˜™“Ÿ~?2

 

R>!ðšW›ïhœ%÷›?ø>Q*?*4W 8)'9AF1<-)#2

M>?L/0)K]^;+%#Om;+O]AQ:=1)*2

 œ›

÷ñ0›?š?òöHeð÷óòu›?øI22K./0/1'/í&e/"$L*/9'/

8)'(!(K;'/0?*()#2WMPL/0)(5^@ <)

œ#õ›>5?A@HŠ &7‡#‰Š;2

 

s<›r÷;ò!š›ï ðšHðùôò€ðóœ%2yM0L/0)*OTs)*Bóœñ0›,

#—'R#&"!>K)*<ù›?š?ø?ðó2

wkƒ*+xz/0+%y%d%)*+F„/0#7&ƒ+{

^FT%O%#&#=&9+%;N%==$)E

8TI(&&#&1&%/"32ŸvxR1S=U+ŸUI>†AP#

5.)*'&#&sI>)R#%&;FB&ƒ#&G:)*Wž2(CIHL;E

/0)I*W#@<GGMV+2;¤2NM(+9%%)%+(-ST;U+ŸU

@W(!N ŒR‡#Š$Ž€2W('(('N+W/0+%(%

%)%+FG5#&s% hWj o|*())'Q$#&G"KC h pŸo-+,¢

)'&+6™ZLŸ3c & J ý JE  }

s15DZLŸc4&

J

ý JE 

C

$K/0~?2

Œ ;3‚‹%‹+%2Q!&J2#&'

²$º¹Ç$È$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹4´È#¾¿ÀÇ´½´¶½ÍÉ$ËÌÍ$º?½ÎÏÐ#Ð$Ð#Ð$ÑÒ#ÓÔ$Õ;¿6Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#Ñ$º¹Ç$È$¹ÉÆ

²É$¹¼¹%´Ö$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹4´È#¾¿QĹºµÍ?Ç$È$¹É$ËÌÍ$º?½$×ÏÐ#Ð$Ð#Ð$ÑÒ#ÓÔ$Õ;¿6Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#ÑÉ$¹¼¹%´Ö$¹ÉÆ

²$¼Í?Ç$½$¹Ç$½Æ

Ø

´?ͽ$¶|}

Ø

³$¶½Ì¹É·#ͳ0|}

Ø

º¹½

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿Óܹ$¶Ç$È$¹É¿Û

Ø

Ê$¹ÉºÍ?ÇgÏ`Ƕ¸¹y¿Ò$Í?Ì#Ç;¿Û#Û#Û#Û

²#Ñ$¼Í?Ç$½$¹Ç$½Æ

²#ܶÇ$»Ý¶»$¹$Æ?ÂÀÊ#Ó0¥²#Ñ#ܶÇ$»Ý¶»$¹$Æ

²#Í?Ç$½Í#Ü#Í»#ÚÆ?Ì$½#½µ3πÑ#Ñ Ù#Ù#ÙF¦

ÉÍÚ$¶$ܳ¶¸´ÜÚ

¦

Ç%Ü#Ñ?Þ¹#È#È´Ç$»Ã?ǽÍ#Ü$Í»#Ú

²#Ñ#Í?Ç$½Í#Ü#Í»#ÚÆ

²$¼Í?Ç$Ö$¹Éº¶½´?Í?Ç·´ÈÆ´È$᧨$×L©#á¨$à§#ß#×$á#ß$²#ѼÍ?Ç$ֹɺ¶½´?ÍÇ·´ÈÆ

²#ѳ´µ¶$·¸¹º#º¶»$¹$Æ

âsã9äPå„æç#çèé檀3ë

rk¦K°

jT± j

°PM…$@<+{7'4

MV]QSJC mpf%$†%ý;OV@<6.'#&d5;Fd+%W«r¬3­¯®g­±°®•²W³9

—'F"@<(:#&#:G/0)F-b3R>('%2

]Ae:L/0)%O1%:.d]j °xPAF´%ý20

]j ° )'&"68*5)-@<B/0GHµŸì>C ST#&#$B

AF3¶

E

üý-GA@W)‚

}

‡#~"d8)'d,

ƒQ9)1*1+%·µXì

}

¢~.s8)'s<"&4)01

œ#õ#õš›uõœô^›:=AF CE -)'&+"^@")/0‚

}

%~>.ƒQ

)/0NW0öðóö›^ùôJ^Fû E ü C ýì

}

5~T<& )/0;

B öðóö?›^ùô.,AFBû E ü C

ýL2í]^G')*&x57#&

$ %ý6*"skHMV]AS3C mpc)*+%'+%%O(@<)*

¶ E üý1&1SV?%0$<k#&#<&1>%P&ƒ#&

-ƒ¸

E

IIÿKýþýÿ2

4.2 Mapping from Content Ontologies to Java Beans

Ÿf's7+%;-+H*c+&c'+y%E

%)+%O<@B&8)#&{d)'+E^y!sBSTU+ŸUd¢Š%ŠŠ6E

8;R%/0;k#))#&e´¹>›œó'ºI›?ó›?šœôu𚼻2,vxReK)'+Eu6

&/"6%)%+Fd@<R*4S=U+ŸU0#650&8)#&6&eL;E

& dY#8d)[2y]A ')[$"Y#8e52 C\Y#8%

l # H*)WAF0IBY%$8H)*O=@<*y%&,e

Rƒ1&+%X2kC Y#8 l #ek/0/95

}

22K$*5'~

$kH5:@(RH@<Re CE s%$%e&H5K#%&-@<R

1ÿ E 0%$*B>½ C %$%X2

()*%0[%/ S=U+ŸUI_;#@<)#&+I5<.Y#8%

l

#

@_;G0!%))#@<‚ °=8Ff)*"{

hWj

o7OP2%2„Gý JE 

O

ûü E I J E O&´Xÿ E 3X J %ýL"*k5!(k+?%

I-Y#8%-)[2H L%%/0 Q''

}

2%2s?

)*~V(&/",/0;&);=/"&.1P?

#5)*RI=Y%$82N`.RO?¾:<9'Eu?/".z¿

-.)*ÀG¿0*$#&e"/"†¿ /1'Q E3Á E I"

)*

h

‡2Pm)WT

h

)*I$K[$#&s@<RG&$./0/15

W Y%$8 l # *#&d@<d h )*20]^P1^F9

-)*"Gd/0R8-)*O<)*_Bm;+O]A+"sMV)%#O

H

l

#nk?K/"</ ;0R:Y#8"—;'8;E

)OX@< 1/0/15>P1)[.*.7Q

I%&+1Y#8%.)*(+$#&32N]u3k#$&)^F"

(5)

5. INTERNATIONAL INSURANCE TRAFFIC

W°='#

h

/0/0*:X;)RFk#&kTEu#))#&

¤B+%'[&)%‚<M%'Bo-k]A':wKR8

}

wKR?*8%

¢Š%ŠŠ‹%¢˜‹° h ~?OJ%)3`%/…M5'FG¢Š%Š%£;O(5)+%

))V°=¦„'K%/0* L':&G):'

)[/”'5/0%V@< £k/0;V$`=&WRE

&#2TŸ;&FO`=*&Ÿ$=L#&.;?);5&O

'?9&'=^F#))RF,_/0W RL,/0%2Ÿ]A'E

</0=#8(Q$#&9K')P#? =`P/0?E

/0..@W%')*&45)*0/“B/06,#&'%2

t>#@8?#O&RbJ;=_;&TJ)*'%N#8W/0T%'P5†AE

NF9*/0)*& /"_;+kRW)&.#8%*)*5)I

%/0+G%/0*20C™wK'7' /0;FOJ]^E

)*W¯92Â92%=?!k_#&0C>_;)* l 2Â,2%,&8)%"KE

AF1("/1')RE^+KQFQ/|s?_;)1K%5)*/ŒR‡#£$Žu2

(?0'#& 'W,5I9#)*+9P]A%)

_#&eC>_;)*H"'H.AF,*se%)=E

)*%3O;*0%$*0@<0]^%)W t>%))*&JO;q l(h *

l

)+%'/|&

jÀÃ

ÂD½nk/"F2

]^zBq:]j »e)#XO>#x'e/0;FsE

#&45Fd^@e+%‚"+%kÄ °¬ÅkÆjÇQ³ &4+QÈ°É}ÇQ³2e

+%kÄ

°¬Å}ÆjÇQ³

&)0e)*/ &y*R[$ G2]u

%NI+QÈ°ÉÇQ³JI'I%/0F1J<E

d:'&e *&#2

l

6+%:',&'

-*:@<R45?_BZ0 }&7&5~?2"]A/"+1

`%))#@<*+"$‚m'%:9wK'-&;8<#'>1#$kE

[& nk/"F2V>*&P#& :ƒnk/"

':/0F jÀÃ

ÂD-vz*5%&X2 jÀÃ

„<:E

+Hk&)+s5'#'e!:K*&#2 jdà  @<))N7

ƒ),)#))FB&sG%?kRIwK'-?>]^%)I

ƒ&-'<@<?.&G#@D:wK'-%'EuAFsI*'#&

Gtk%))*&32=]uŸ>wK's&8*('#&"-tk))[&JO]^E

)*::+%+s-.:F+sZ0%2.vxReA@Ws#%5)RF

/0)*P+VAFO$9Q[$#&:%P`T#?,'

%/0FB.$.7:A@W_OX q:]j )RE

%f 5)Ge&)G))Q&$& #1Q@<[)RFO1@))

( /0%I))Ÿ%/0)L"< #8[&s(/0K+<)%Q

5#'-Fy)*Fy+%)#&f%f%/0%–0Z0%2 i )RF4

&'s#&"45e&#&`H8Ff'e/ E

Fed ?A@_29vxRe:/0%;#OJ +.#

+<&0Q>*!/"%s">%*?F";8;R%/0;N

:':%/0F2

.5#&75$89*:'8)T!:9%/02

CI))P‡LÊ1':/0(#H@<HK/0:%O

2%2a'#&’%5;†Q#O,#$#O.#@<#O9&8?e&D%)F)*&#2

t>#@8?#OŸ9@(F.0

}

&$~:0Q#&67

8<&$5P&RbJNN/0F2Ÿ#% `N

e+1`/“Q*)=#KG&RbJKd%E

)R#)V&"#)X)*/"$%2

5.1 Agent collaboration

v61/"#&-9+d#&BZ09:%7d+:%)RE

)*5c&*+/ `/ C<¦KoHpD;&'#&5FcŒR‡%‡?Ž€2g

n> h &yX?*1")*)'Q#& yMV+2=£H$@<+

0&)+e&dF*+H%)s&7R,$4<*E

2

W@W"_+%k#@’:A@W0/"B‚.öòu›?óôò€ï›?óôòË;i

Client Identification

Case Identification

Handler Payer

request identification failure not_known inform policynumber x

request claimnumber

...

identify client

search policy

search file if not_known create new file send claimnumber notify manager

update file

update file identify case

failure not_known x notify manager

inform data

"$#

é%'&$æ½ÌJëÍ8>è?&L7Ž/1^7<Ÿæ½Î´&æ;æ4ã,èm&BœÏÐ&$è?Ñ9,H/6=æ&$èm7

#

/4Vç

BŸæç #é4 #4BâHÒGågäˆ,3/.g.`è

A

/&$è?7 #/4ˆB #èé&$è

@

ç<=/?> #4Ÿé´6Vèm7}‡

7æ&4Vç†/1 #47æ&èm,37 #/4Ó> #7<Ô7<Xæ/m6Næ&$èm7 #/4;‹ŽÏ<Ÿæ½B'/77æ?B

.#

4Xæç&$æ6'&æçæ47Ž.

#

1^æ‡r.

#

4Ÿæç‰/1(èéæ4F7#ç3‹dώ<XæGè?&&L/>0ç1ç<=/?>

#

47æ&$è,37

#

/4Vç<è45B27<ŸæÕ6Vè,Öèéæçç<'/>×7<Ÿæ.è?656x.

#

æBHèéæ4F7

#47æ&$è,37 #/4™65&L/7/F,3/.!ç3‹

öœôò€ðóH'+G+7#&d;'/15?:&d)0)* &föœø›

ò€ï›?óôòËWöœôòðóO'+9%)Fs;'/15?(&s)#)Ÿ)**/‘'/15#2

Cx?_+K#@<WK)#&s+%;*%s%)(!

5)+.I%G5A@W0>+O@<ksC>]AS

&5W/0/1'#1$N ))$@W#&0#—'<

/0+%W5?A@1+%T&KNQVN;;Ÿ

P/0+%2Ttk=LQ+>C>]ASNXN)*#&:*.#—'T

5)NN2NW'#&.C>]QS=T$))5#&.%.PMV]QSJC

j °Wrk¦k°WmWE^)î 2s0?L.%/0/1'#$*8% ?,/"_

'"k<5^@H+kÄ°¬ÅkÆjÇQ³ &-+QÈ°ÉÇQ³K&s?E

)*O:%/0/9'#$%-5FG&- /0/1'#%-5;F

+#2=<*&K*T=(/"+N<&/0N&)*?E

+$=A@W:*&Rƒ#$%1_=k<+%;kÄ°¬Å}ÆjǼ³ Q#%&

N9)*/\&)#2

ãŽ.#æ?47 Š BŸæ4F7 #¯Ø ,%èm7 #/4 Q$X@<R. &$æ?ÙF%Ÿæç7 `/„+% Ä °¬ÅkÆjÇQ³

&x+QÈ°É}ÇQ³H!G*&Rƒ%c:e)*;#2 e*&E

Rƒ#$%{% 7)-)*-&y+&y'/15#2

>+QÈ°ÉÇQ³(8%)[&N<*&Rƒ%"& #"%

@<RX‚

  " è #.•%'&$æ _;$@<3O@<? /0V=W)*;NN

_#@<X2P]AH/";Fs#>II#'#&H5F"AF#)Ÿ

'B(AFI-:)*.)*$,I%)FH;'/95<

!#&-5F0:?(ì

  Š 4'1…/&

@

%)Ff;'/95#OW/0+d -F?0

[&Rƒ#&"K)#)Ÿ'K_#2

ã,èçæ

Š

BŸæ4F7

#ÚØ ,%è?7

#

/4

QP@<R"+%kÄ °¬ÅkÆjÇQ³ &*+.

&$æ‡

ÙF%Ÿæç7 !s[&Rƒ#$*{kG)*/ 4+%QÈ}°ÉÇQ³2{vxR

N>+%; Ä °¬Å}ÆjǼ³K_;P`<))3_;$@<"&:`/ (ƒ)*>

K+%;QÈ}°ÉǼ³%2N+%;QÈ}°ÉǼ³k@<3‚

  " è #.•%'&$æ _;#@<XO%@<?0/0=$WI)[/‘;'/ E

(6)

  @

(R#&-9@zƒ)*>@<sk&,&s)#))F

_;#@D&$OI>)R#%&;F-#&H,ƒ)K!II%2

1)*?:#ee@<B,'&e^FBK)R#&F

+%Q#&49[&#O=5!s0&)1_;.! R#2B]A

50#O<F=@<))&0K)**/ ;'/15?#O@<*0P

_%F"1kƒ):V.*&#2

5.2 Ontology Design

W&+%:=%%)%+FK!Vq:]

j

O?#))#&ÕÜ%ü E3E

Gü3IK;ý%þýÿO

=5#&91W%V`(/0;&)2 h `/g hWj o7O

@WKƒQ>&?ƒ>:CI+%C>?*2N,%‚

 

Nï›?óôòo?žPIœšôžO@<H<'#&G9*&R`F-1$AF2

 

Nï›?óôòo?žqNœø›?O@<*-<'&s1?_0@<?I,#:

_;#@<H$<K?#2

 Ý

ùïœô^›qNœø›?O@<?s'#&0,'J&$K&:`%/…,E

')*$(#

}

WW*))'Q$#&"*0I%))*5$%

&*+/s~?2

:I(B5&G5^@-'2=]u<*(E

`)+%#)IƒQTQT[%/’%E^&$@<,5F.&?ƒ+IW+%

%2:+I%('K5-<&")[$%2

v6 6&ƒ1 !)*)#@<+e/0R8 OT)*'&+

+%++$,)*$*‚

 

RIööò€ï›?óôO2%2P%*+ )/0;()_:)#$*X2

 

P<œš?ôžO2%2P8%%)8#&"%H&G##2

 

qNœšO2%2P'&G%5;†Q#2

 ßÞ

š=óJ›?šO2%2(:#@<k=:#$#O@<e&>IE

$*)RF-( 5>:'bJ'<Vk##2

 œà

šògh›?šO2%2.:$k&;$8:H:#$>@<BR>@

;8%)8#&s-:*&;#2

 

RIï%?øøO2%2yBF#)W)*%*&#$#& 5;F6Q#O

;'/95<&G•H;&%2

l

*&d#O.@Wy&ƒ47!%))#@<+c)*%‚

Þ

šNó›ïL¹<žO

@<?.'T)*%.5^@ h T& i @<#ì&

à

š?ò•h›?ó¹<žO

@<?")*FN()*G5^@

h

$(&

h

'bJ'#2=<E

')R*+ %)*+F-*

}

*))RF~())'Q$#&HHMV+2¤

5.3 Agent Design

:q:]

j

QFQ/\'</"*)5#Ls/"

}

^2ŸŒÊ$ŽT~P@<RHE

+%W*)J/0+>+2P>+%;P"<q:]

j

QFQE

/ e&8#& `%/ 7%/0/0œX%ÿ E )*2’!Xÿ E

)[WNRW—''<&1;PÕáâ E â Eã ý?ýü15†A

K'K7s#%&J21Háâ E â

ýL?;ýüB#%&e/0%

0—'' &B@(R:!9G?@™/0+1!1s)*/0R#&B/0%2

K@(FOJ +%.#6)G#:GQ$':+%:/"%&

5Fe1+9)*!/H20]^P 0GQ',+OŸ

áLâ E â Eã ý?;ýüH%5;†Q?K)%2k]uT.K /0+%%O./0QE

+%4H&)#&x&c`?B#OIáâ E â Eã ý;ýüx5†A

"$#é%'&$æåäŸëæÎ&$æ;æ?4Tã,èm&BOç†47/.•/émè #4é8d&/m7'êæ;éÀêæ:

A

èçæB

/4f㎂"å ç<=/?> #4ŸéBâ"éæ4F7ÏdèF6=æç†ëQ⠊}ì!í :3âséæ47#â,37 #/4Ÿç

è4'Bcã/45,æ6'7#ç3‹

-q:]j QFQ/'"î CL  J ¶ ã ÿ E ü 78H/0QE

+.&Q*#&-!::+%k&e&*I/í0

&#&ce5FD'*+f4/0+% %5;†Qd*’

—''1,,+#2 l F7&8%$*d[%/“ %/ E

/0%!X%ÿ

E

G%5;†Q,0;'/95IW+:9&ƒ#&H>#

`/ _;"'c"@(+&%&+y&5O>?E

8;+H7&+-?E^/")N5?A@4$OT&7+

/0+%2

I/""+%N*++%&"5F1/0+W+,

$&k;$%,;N%%)+F:.'%ORV/0+

`/‘WWW[%/ <5_ Z0I3(8

$#2d]^ 5 #O ;?)P;$%y15')

`/ "#&6%32

l

#& % s8)'1

7;'/151:)OWH/"*+s&[& @<$sz

F2g]Az&s 5e5)*B ;8"`/ &y

$&d%7.45 ;.$8?EuE€@<R%OV5

RV'+,?E^/")V%'+:=&'?#O^@I;&V#8

57&8)%#&J2:¦k+-CI¯K(p jƒï O@W &?ƒ&B9$F

+/0/"VK+?&;&+K=;&2=

;&(@<:&@(R32

5.4 Scenario

tk?@<5F9))'Q$kk$*:@<R1('(^@:/0QE

+-;"5?A@{e+%kÄ °¬Å}ÆjÇQ³ &{+%È}°ÉÇQ³ 2D

ƒQK/0+1K@<1+kÄ

°¬ÅkÆjÇQ³

&: j °Wrk¦k°Wm’

+È°ÉÇQ³ {-%/0/9'#$8H9q=òu›?óô,ò€ï›?óôòËWöœôò€ðó2

PC

h

p ;$%.;X/0+WŸ+*8%.*.C

h

pŸo-QE

+:£2Pk&"/0+KWI%KV+È°É}ÇQ³

+%8HHC h pVo-+%,¤2

ï

(7)

²³´µ¶$·¸¹º#º¶»$¹6¶¼?½#¾¿QÄ$Õ¡k¢$ÕLð¿eÆ

²$º¹Ç$È$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Q̶Ç$ÈܹÉ$Ë%´Ç$½$¹ÉµÍ#Ü´º

¦

ÇÜ¿7Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#Ñ$º¹Ç$È$¹ÉÆ

²É$¹¼¹%´Ö$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Qµ¶Ú$¹É$Ë}ñ%¼

¦

¹¿dÑ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#ÑÉ$¹¼¹%´Ö$¹ÉÆ

²$¼Í?Ç$½$¹Ç$½Æ Ø#Ø

¶¼?½´?Í?Ç

Ø

¶»$¹Ç$½·´È$¹Ç$½´³´¹É”Ï`Ƕ¸¹ ¿Qµ¶Ú$¹É$Ë}ñ%¼

¦

¹¿Û

Ø

ÀÈ$¹Ç$½´³#Ú#Ê$¶É#½#Ú

πܴ¼¹Ç%º¹µÜ¶½$¹ ¿Ó#Ó·ÎW¿

Ï`µÍ#Ü´¼?ÚÇ#Ý?¸¹Éz¿á#Щ¨$Щ¿Û#Û#Û#Û

²#Ñ$¼Í?Ç$½$¹Ç$½Æ

²#ܶÇ$»Ý¶»$¹$Æ?ÂÀÊ#Ó0¥²#Ñ#ܶÇ$»Ý¶»$¹$Æ

²#Í?Ç$½Í#Ü#Í»#ÚÆ?Ì$½#½µ3πÑ#Ñ Ù#Ù#ÙF¦

´Ç½$¹É#µÍ#Ü´º

¦

ÇÜ#Ñ}ò#ɹ#¹Çó#¶É#ÈÃ?Ç$½Í#Ü#Í»Ú

²#Ñ#Í?Ç$½Í#Ü#Í»#ÚÆ

²?µ$ÉͽÍ$¼Í#Ü#Æ?ÂÀÊ#Ó·?Ä$Õ¡k¢$ÕLð²$Ñ?µ$ÉͽÍ$¼#Í#Ü#Æ

²$¼Í?Ç$Ö$¹Éº¶½´?Í?Ç·´ÈÆ?ĹwÎW$Ð#á#áL§#×#×$á¨$ײ#Ñ$¼ÍÇ$Ö$¹#ɺ¶½´?Í?Ç%·´ÈÆ

²#ѳ´µ¶$·¸¹º#º¶»$¹$Æ

âsã,äWå„æç#çèéæôÌ3ë ©.ª<«.¬9ª<­®aH`/ +%kÄ °¬ÅkÆjÇQ³

+%QÈ}°ÉÇQ³K%+ :%- ]A&R`FG1^F2

²³´µ¶$·¸¹º#º¶»$¹6¶¼?½#¾¿ÀÁÂÃ?Ä#Å;¿eÆ

²$º¹Ç$È$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Qµ¶Ú$¹É$Ë}ñ%¼

¦

¹¿Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#Ñ$º¹Ç$È$¹ÉÆ

²É$¹¼¹%´Ö$¹ÉÆ

²¶»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²?Ƕ¸¹y´È#¾¿Q̶Ç$ÈܹÉ$Ë%´Ç$½$¹ÉµÍ#Ü´º

¦

ÇÜ¿7Ñ#Æ

²#Ѷ»$¹Ç$½·´È$¹Ç$½´³´¹ÉÆ

²#ÑÉ$¹¼¹%´Ö$¹ÉÆ

²$¼Í?Ç$½$¹Ç$½Æ

Ø#Ø

É$¹ºÝܽ

Ø#Ø

¶¼?½´?Í?Ç

Ø

¶»$¹Ç$½·´È$¹Ç$½´³´¹É™Ï`Ƕ¸¹eµ¶Ú$¹É$Ë}ñ%¼

¦

¹%Û

Ø

ÀÈ$¹Ç$½´³#Ú#Ê$¶É#½#Ú

πܴ¼¹Ç%º¹µÜ¶½$¹ ¿Ó#Ó·ÎW¿

Ï`µÍ#Ü´¼?ÚÇ#Ý?¸¹É{¿á#Щ¨$Щ¿Û#Û#Û

Ø

Ê$¶É#½#Ú

Ï`Ƕ¸¹y¿QŶ´^¸¶¿

϶È#È#É$¹º#º ¿QÔ¶¸{Î$¿

Ï`µÜ¶¼¹y¿Ó¸;º?½$¹É#È$¶¸¿

Û#Û#Û#Û

²#Ñ$¼Í?Ç$½$¹Ç$½Æ

²#ܶÇ$»Ý¶»$¹$Æ?ÂÀÊ#Ó0¥²#Ñ#ܶÇ$»Ý¶»$¹$Æ

²#Í?Ç$½Í#Ü#Í»#ÚÆ?Ì$½#½µ3πÑ#Ñ Ù#Ù#ÙF¦

´Ç½$¹É#µÍ#Ü´º

¦

ÇÜ#Ñ}ò#ɹ#¹Çó#¶É#ÈÃ?Ç$½Í#Ü#Í»Ú

²#Ñ#Í?Ç$½Í#Ü#Í»#ÚÆ

²?µ$ÉͽÍ$¼Í#Ü#Æ?ÂÀÊ#Ó·?Ä$Õ¡k¢$ÕLð²$Ñ?µ$ÉͽÍ$¼#Í#Ü#Æ

²$¼Í?Ç$Ö$¹Éº¶½´?Í?Ç·´ÈÆ?ĹwÎW$Ð#á#áL§#×#×$á¨$ײ#Ñ$¼ÍÇ$Ö$¹#ɺ¶½´?Í?Ç%·´ÈÆ

âsã,äWå„æç#çèéæõäŸë÷ö`øù;ú ©Õû `%/ +%È}°ÉÇQ³

+%kÄ °¬Å}ÆjÇQ³ %*+0.')RKB9%Bs]Q&[F

9^F2

5.5 Implementation

Bƒ)I/0)/0$*{:Bq:]j QFQ/ &*&{G'

Y&%OI/")F5#'d4)*+7;'/95":`#'s*cY%%&

@?9'F2It>$@W8#O";'/15<P)>'#&B

Y&$')*)RF9)I'#&J2TW]QWE^&$/0Ÿ]^;?%)

&8)%#&,&'N5A@W1(&$5<J]^;?%)

&e1+%K@<R*7£%ŠG&F2.1+,15')RK7Y#8%

e)*>d˜%Š"&F2K./0;&)‹$K,*/0)/0#&H

Y#8E€#&d5†AK@<R7QF%'K/")T5#Le/";

/0#+,<8Fs/0;&)JI1:%/0'%)3E

=@<R #@<0%)NP>/")5$L,@<R1@< %5;†Q

/0/1'# ŒÊ#Žu2>,/")*5#L<5^@H,+%;IH

q:]

j

QFQ/íK+%')*$k/"*)5#L`/|1/")#O!>L/ E

)<m;&/")P°TL?+%2TWN%)='&1

S i

SP£s&7moH(SV2J,&'?k/"*)5#LBK/0)/0;&

-y&56z@<c&GH/0+%2‘

/")5#LG)08I<KQ+%:!<K/0;&)JQ%2PME

@($&+HG/0+% `/“%0/0;&)V-?./0#K

"&+e/0;&)&&1H&4HG/"*)5#L &5

< 8;+B/0;&)€2B9',.@<4"+

9-/0;&)

}

€2%2GY#8E€%&~k+9&#@<XOX0Q045

Q#&32W°N8%FH%B= /0;&)3<)*+%+#&B*H1)%+ ƒ)%O!

5s/"I#%<& ?_;+9&"+,Ÿ#@<

@<Re +%#291'1(&5:'k%5'Q

&yH5)^F d'/0H$`se;'"&#@<X2 l Fy'+6

R)F/0)QB+"/0;&)-q:]

j

QFQ/05%/0

d&'QFBQ+d%)'X2,wK'+G;&'?*d1q:]j

QFQ/ `#—';)RFd# '*/00I8)W@_11&JO

&G+))F-I<k#'K!IQ$2

l 'ssq:] j QFQ/¥/1'Q15s/0)/0#&de;'/ E

5<=&RbJ(+•#O#?s@<RH &bJ?)RE

%+F-?I&sH&RbJ;<Q+%<='%/"XO;k

5^@+0QFQ/01#&#&475Gd/0?/¥1

#8%)[5) 4")*+0'/15>W#20?!%OŸ1%

@(k/"&K"'.Eu/")X&-!'%)VEu/"*)Ÿ%&&I!

Eu%/0F9+%;P/0/1'#%=&9!(K&5<!

/0/1'#%x5?A@x7+%;HQFQ/ &zeQE

&'#26C>?1% !1s&',@(9"'s

/0*&&)*?@(O'd h(ikj>l C.O5'>.Q,N:)RE

%+F"8?)I*'H%/008#&42cC<`

Q+K(q:]

j

C>+#ORP@=_ 0;&'%32=N*/ E

/0#&[$)RF9')R#&10k@W_1')*I(%)*

&s#&'K<T*&ƒ#HT)*>&s)[/

`/“˜"/0%<-¢"/0;'2k9q:]

j

CI+%k*k5')RK

&4Eu'#&4!"#y'G%/0FO=%)RF4G%/0E

:/0;&)3&s&'I%&s15.%&#&J2

6. DISCUSSION

G+%%)(I 9@(17+ *+ y-)*#$E

%y>/0+%-%1%)%+*0* -&+%yk+

QFQ/02>Cg)/0$FH'>%%)%+FB5#&B%e0;;

` /0;&)V@:#&BK$8;[&k1/";

N/0+%(TL2NC)P@_.=5 &

%d*+H&e/"')*+s%)*+%.@<R4&RbJ;

AF:()*+%'+%2"Q+HL/0: -&8%)%

QFQ/0:$9@W_e@<4"%%)+%OP' .)[$E

+7*%/0+7/0+%-6O(Q'%O(_;#@<)#&+%O

`/"6&d&;2.K@W_B#&B#@ O

2%2<#@g`^@(?EA+%K'./0+,%k%)%+*k!

s_;&d<;)%+F6%$%2H]^,#@&3OTH/00L;E

(8)

 

#$*B+%8</0#+91:(=/0+%I

5^@6+2 tk#@W8KG/"_9+.%))*5

1)I=Q&&*•%-@W_s<15.&%%2

 

o-+%.%<;)%+%k&+#&"@<G:ST;U+ŸU

%)%#.5=%$%)*•#&9&KL#&>IY#8%'

;&%2

 

MV]QSJC mpy#751'#&6:%:)*+%'+%20tk#@8#O

-?"&?*5&;;")*+%'+B%')[&f5-/0

'?!')%*::+2=MŸL/0)%O$)*+%'+%X5#&

%Gn:oHp7&

j

wKMWO;%')[&s5K/0k#)RF-+#&s*

>@_sTK/";k@W5H/0/1'RAF2

vzI@9&*&H>*;8Q*+%9%O&-@<k*IQ))T%H`

`'<#X‚

 

C>+k/0+%+G/0<@<d0/15%eN)*FO

)'&+KI'>3%%)%+0%/95$% @<R0E

%e%)2:MK?L/0)%O+%;I$K':

h(i ¯K j C h WEu¯K°N %),&B„%)*+Fc$

$8;*&XN%?T/"3!TP%Vùšð?ùðø?œ%O

@<):

j

°Prk¦K°Pmx%)X#&I-%)%+F-$

&)I@<Rs:%H<œöôò€ðó2

 

o-N)*5#&:'X/0+P%3%%)%+F:'R#&

!k:I.+%k)*#F-1%)%2II@W_-E

#&e0#,@<.@<R6e*!/"%d&8B?E

?

}

A2PŒ˜Ž`~?OŸ@<R7:W!/"%7*+

?*2Ko-9*Q*+s,k@<R70_;#@<)RE

#&+%"&86#2GM,,/0+%OT%.E

%)+%k%')[&G5:Q'&#&"$>H&)*+

)_>%/0O_;$@<)#&+%%O;/0?;&P& +%$'2

CDQ$+0%<#H5:¦KSPoHpŒ£Ž€2

  h

%/0% @<R LQ+e+1/0+%s;;,E

%)+%K&G?OK`>L/0)*9ŒR‡¤Ž€2

 

nk'*&)*>`I@<$k)/0;<WB%%)+F-0'.*

@<$W%L;#2

j

#$? 0+P)W& +%N+%E

•#$%I/0)R)RF-)#&<1:)*#$%eT%)E

+%P <&*+"& /"+%/0;=3+W5#& QFQE

/0O&)+k%T[%/™+%•#$%"&*+X2NM

L/0)%OŸ *,.ðš€õœóò¯ü#œôò€ðóœ%Ÿùðøò!ôò€ðóO<*›}i

õœôò€ðóOWœ÷;ô`úðšò!ôžOŸ&yöð#ðšïò!óœôò€ðó-#d51'#&H@<

&*++ H+%<5#&sQFQ/\<+%*•*+01/ E

F2

]^9W#(Q'&FO$@W(&?*5&9#@fI8;*(J1'

%/0Fy*"/"&H#8)*5)*H6?"*'H%/02

o-Q1( ^F:<8;s0,/0#;:-50%6

@W5XOF `/…:V.)*+

}

)*)RF0%%))#&~N5_

Z0.QFQ/H2PC>)OFG& k&&;>'>)_:/0/1'E

#%3O;%s/"+%/0#O/1')R''W&1'+

@W56Q&&21C>:' KK1 G'?

8;G, )@F,Rƒ#&41)##27m;%/0/0K

_;$@<)#&+%<3$@yIQFQ/0V@W_;N*PP)+%?WN

%Q#2.M'?/0%O*'9%/0k&"k@

Rk?8.-!K8%F%%O*))RFB/0+ 'E

>%/0*2N`%O`A@:+%s)*F""/ E

<%),</0#&[$<5^@-'

}

%2+2NI[A@

}

#@c@(<1':R#2

C>)R%'+K=+%Ÿ+ŸT%%)+FK)*%,$&k;&#&3O

RN*T#))RF15)(!W+=K/"*')*WL*Q+K%E

%)+% &e8dH)#7@”2s*.#650&%0%

:QF/95%))8)X22P.+%<))*+ K>+%<@<$

)/0=XK;)%+F I&9@<$P)*%N:

)/02=C/0()#@(E^)8%)%0NN<+W&

%/0.*)*•&e;&%OH)&HB&?> 5,5):"'E

))RF7' 1)*&6%%)+F2s:#—'R./01#$?

#@W8#2

7. REFERENCES

ŒR‡?Ž,MW2 l )*)R!/0*%OC.2SV+%+€O&!n92 j /";2wK8)%*+

/1')R3+IQFQ/0@<- MV]QSJC<E^%/0)*I+%

`/0?@_2FSðQoô{šWœš›ŽizPšœöôòö?›dRIóïŽ];y?ù›?šòu›?óö›?O

£‡%‚‡Š%£Lý‡$¢OŸ¢ŠŠ‡%2

Œ¢#Ž l 2 h &_%$XOY2Y%%XO&Â92 l †Q/02

i ;)%+FGT(_;k&-o-;&2FNQ]z];]™Nóô^›!ò*õ›?óô

Sžøô^›?ñ9øOŸ‡¤

}

‡$~?‚¢Šý¢˜O=‡#ˆˆ%ˆ2

Œ£$Ž.w12M)O j 2 l

†/0O°(2o-O&

l

2vx)+;2

¦KSPoHpN‚C’`/0@_s`>_;#@<)#&+:QFQ/…'%2]A

P(šQð#ö?››ïò!óõø9ðQoƒNkþq'RƒNkiÛÿÿOSôuð#öWa#úð%ñzSmšW›ï›?óOX‡#ˆˆ%ˆ2

Œ¤Ž,Y2M5#2te÷ôò{i{R<õ›?óô^Sžøô^›?ñ9ø2Ck&&%E€v4)FO

j

#&+OoHC.OX‡ˆ%ˆˆ2

Œ‰#Ž.¯92M*&/"H&

h

2tK`#2:Q$:V.I

%%)%+FH&+%32FR+Nƒt7œõœüò!óJ›?OX‡# }£%~?‚‰£LýʤOT‡#ˆ%ˆ3Ê;2

Œ˜$Ž,Y2nK)5R32

à

›?øò*õóò!ó;õsöðñkù*›`y

Þ

š€õœóò¯ü#œôò€ðóø2

Ck&&%E€v6)FOJ‡#ˆÊ£2

ŒÊ#Ž,°<2nK/0/";O j 2tk)/HO j 2Y%%XO&HY2?Âk)*&2

à

›?øò*õó2PIœôô^›?š?óø2Ck&&%Gv6)F

j

#&+OoHC.OX‡ˆ%ˆ%‰;2

Œ$Ž9o72nkH&HmJ2q:)2m[A@,+2

qNðñ1ñ9÷óò€öœôò€ðóø.ðQoKô`ú›ÍRq'tBO£3Ê

}

Ê~?‚¤%Lý;‰£OT‡ˆ%ˆ¤2

Œˆ$Ž.¯92¯k#FO j 2M+%3O&Ho72o-'X2:_;#@<)#&+

/0;&)JNST+%EA¢ŠŠ%Š;‚ h %/95+1%5)RAF

&"L5)RAF2]Aô`ú2Nóô^›?š?óœôò€ðóœ%;qNðóo#›?š›?óö›1ðó

.óðš<*›ï#õ›ƒ](óõò!óJ››?šò!ó;õGœóï.óðš<*›ïõ›dt7œóœ#õ›?ñ"›?óô

pg]dR ku^þ÷œómi^*›?øWi•P(ò`óøOMPšQœóö›?OJ¢Š%ŠŠ2

ŒR‡#Š$Ž.¯92¯k#Fs&Gw12p=2o-Lnk'2 i %)+FswK8)*/0

‡#Š‡‚Cßnk'*&>

h

#+

±

%'IMVRQ

i

%)+F2¢ŠŠ‡%2

Ÿ#)3#Om;!&Bo-#&#)Ÿ]^!/"O¢ŠŠ‡%2

ŒR‡%‡?Ž,Y2

i

&))Ot,2mÂ,2w>F_%%O&

l 2 l

'?#2°TL;&*+ ¦:oHp

!>+%2]^!n92v +%?#Op3 ± 2O&H°<2 ± 'XO

#&ROP(šQð#ö

Þ

okô`ú›ÍR<õ›?óô i

Þ

š?ò€›?óô^›ï´Nóoðš?ñ œôò€ðó

Sžøô^›?ñ9øHðšraøQúð?ù6œôPô`ú›$ô`ú

›

œôò€ðóœ%;qNðóo#›?š›?óö›9ðó

RKšôòËWöòœ%Nóô^›!ò*õ›?óö?›?O¢ŠŠ%Š2

ŒR‡$¢#Ž,Y2m;#)%2=SJ››öú2R:öôø2 h /95*&+K¦k8RAFGSTO

‡#ˆ%˜ˆ2

ŒR‡#£$Ž h 28-Ck#Oq 2?ÂWBoH_%O j 2SV)*O&

Y2m;/1')[&2]A%)3]A':WZ .@<R

m[A@,C>+2]^HMW28%-tk/0)3O#&R#O

P(šQð#ö?››ïò!óõø9ðQoKô`ú›ô`ú ]÷šQð?ù›œóœqNðóo#›?š›?óö›1ðó

RKšôòËWöòœ%Nóô^›!ò*õ›?óö?›?2]

i

msS=OC>/0Q&/HO¢Š%Š%¢;2

ŒR‡¤Ž9mJ2vx)*)/0#O]2

h

Q;'XO&Ho72

h

)Q€2

o-')R)*+%')VCI+%‚

i

%)%+*OpŸ+'+>&

C>5Q%2]^ RÀS-ðš`aøúð?ùOJ¢Š%Š;‡%2

Références

Documents relatifs

By using BPMN standard notation for modeling business processes, different business users can easily understand business activities and processes.. In BPMN 2.0 the

In this paper we propose an application-independent model of institutional re- ality that can be used to define open multi-agent systems as the reification of a set of

In Section 5, we propose a translation of dialogical logic into the generic specification and show how the designed dialogue system: (i) allows the persuasion both about facts and

In this talk, I will give examples where the structured content can be augmented (both in terms of structure and content) by applying ma- chine learning techniques to the

Based on the mappings between of the classes in both ontologies, we can find those concepts in the ontology of figure 2 that are most closely related to a query concept.. Taking

− Mapping from an individual database schema to global ontology is not trivial; programmatic mapping may be required at data source (e.g. converting Farenheit to Celsius).

Here, we newly extend the Sweet- Deal approach by also incorporating process knowledge descriptions whose ontologies are represented in DAML+OIL, thereby enabling more

Against this background, the Workshop on Ontologies in Agent Systems was initiated in order to provide a forum for the discus- sion and comparison of different approaches to