-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathtallis-gil-aaai99.ps
executable file
·6550 lines (4139 loc) · 215 KB
/
tallis-gil-aaai99.ps
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
%!PS-Adobe-2.0
%%Creator: dvips 5.58 Copyright 1986, 1994 Radical Eye Software
%%Title: aaai99.dvi
%%CreationDate: Tue Apr 6 17:45:13 1999
%%Pages: 8
%%PageOrder: Ascend
%%BoundingBox: 0 0 612 792
%%EndComments
%DVIPSCommandLine: dvips -o aaai99.ps aaai99
%DVIPSParameters: dpi=300, compressed, comments removed
%DVIPSSource: TeX output 1999.04.06:1745
%%BeginProcSet: texc.pro
/TeXDict 250 dict def TeXDict begin /N{def}def /B{bind def}N /S{exch}N
/X{S N}B /TR{translate}N /isls false N /vsize 11 72 mul N /hsize 8.5 72
mul N /landplus90{false}def /@rigin{isls{[0 landplus90{1 -1}{-1 1}
ifelse 0 0 0]concat}if 72 Resolution div 72 VResolution div neg scale
isls{landplus90{VResolution 72 div vsize mul 0 exch}{Resolution -72 div
hsize mul 0}ifelse TR}if Resolution VResolution vsize -72 div 1 add mul
TR[matrix currentmatrix{dup dup round sub abs 0.00001 lt{round}if}
forall round exch round exch]setmatrix}N /@landscape{/isls true N}B
/@manualfeed{statusdict /manualfeed true put}B /@copies{/#copies X}B
/FMat[1 0 0 -1 0 0]N /FBB[0 0 0 0]N /nn 0 N /IE 0 N /ctr 0 N /df-tail{
/nn 8 dict N nn begin /FontType 3 N /FontMatrix fntrx N /FontBBox FBB N
string /base X array /BitMaps X /BuildChar{CharBuilder}N /Encoding IE N
end dup{/foo setfont}2 array copy cvx N load 0 nn put /ctr 0 N[}B /df{
/sf 1 N /fntrx FMat N df-tail}B /dfs{div /sf X /fntrx[sf 0 0 sf neg 0 0]
N df-tail}B /E{pop nn dup definefont setfont}B /ch-width{ch-data dup
length 5 sub get}B /ch-height{ch-data dup length 4 sub get}B /ch-xoff{
128 ch-data dup length 3 sub get sub}B /ch-yoff{ch-data dup length 2 sub
get 127 sub}B /ch-dx{ch-data dup length 1 sub get}B /ch-image{ch-data
dup type /stringtype ne{ctr get /ctr ctr 1 add N}if}B /id 0 N /rw 0 N
/rc 0 N /gp 0 N /cp 0 N /G 0 N /sf 0 N /CharBuilder{save 3 1 roll S dup
/base get 2 index get S /BitMaps get S get /ch-data X pop /ctr 0 N ch-dx
0 ch-xoff ch-yoff ch-height sub ch-xoff ch-width add ch-yoff
setcachedevice ch-width ch-height true[1 0 0 -1 -.1 ch-xoff sub ch-yoff
.1 sub]/id ch-image N /rw ch-width 7 add 8 idiv string N /rc 0 N /gp 0 N
/cp 0 N{rc 0 ne{rc 1 sub /rc X rw}{G}ifelse}imagemask restore}B /G{{id
gp get /gp gp 1 add N dup 18 mod S 18 idiv pl S get exec}loop}B /adv{cp
add /cp X}B /chg{rw cp id gp 4 index getinterval putinterval dup gp add
/gp X adv}B /nd{/cp 0 N rw exit}B /lsh{rw cp 2 copy get dup 0 eq{pop 1}{
dup 255 eq{pop 254}{dup dup add 255 and S 1 and or}ifelse}ifelse put 1
adv}B /rsh{rw cp 2 copy get dup 0 eq{pop 128}{dup 255 eq{pop 127}{dup 2
idiv S 128 and or}ifelse}ifelse put 1 adv}B /clr{rw cp 2 index string
putinterval adv}B /set{rw cp fillstr 0 4 index getinterval putinterval
adv}B /fillstr 18 string 0 1 17{2 copy 255 put pop}for N /pl[{adv 1 chg}
{adv 1 chg nd}{1 add chg}{1 add chg nd}{adv lsh}{adv lsh nd}{adv rsh}{
adv rsh nd}{1 add adv}{/rc X nd}{1 add set}{1 add clr}{adv 2 chg}{adv 2
chg nd}{pop nd}]dup{bind pop}forall N /D{/cc X dup type /stringtype ne{]
}if nn /base get cc ctr put nn /BitMaps get S ctr S sf 1 ne{dup dup
length 1 sub dup 2 index S get sf div put}if put /ctr ctr 1 add N}B /I{
cc 1 add D}B /bop{userdict /bop-hook known{bop-hook}if /SI save N @rigin
0 0 moveto /V matrix currentmatrix dup 1 get dup mul exch 0 get dup mul
add .99 lt{/QV}{/RV}ifelse load def pop pop}N /eop{SI restore userdict
/eop-hook known{eop-hook}if showpage}N /@start{userdict /start-hook
known{start-hook}if pop /VResolution X /Resolution X 1000 div /DVImag X
/IE 256 array N 0 1 255{IE S 1 string dup 0 3 index put cvn put}for
65781.76 div /vsize X 65781.76 div /hsize X}N /p{show}N /RMat[1 0 0 -1 0
0]N /BDot 260 string N /rulex 0 N /ruley 0 N /v{/ruley X /rulex X V}B /V
{}B /RV statusdict begin /product where{pop product dup length 7 ge{0 7
getinterval dup(Display)eq exch 0 4 getinterval(NeXT)eq or}{pop false}
ifelse}{false}ifelse end{{gsave TR -.1 .1 TR 1 1 scale rulex ruley false
RMat{BDot}imagemask grestore}}{{gsave TR -.1 .1 TR rulex ruley scale 1 1
false RMat{BDot}imagemask grestore}}ifelse B /QV{gsave newpath transform
round exch round exch itransform moveto rulex 0 rlineto 0 ruley neg
rlineto rulex neg 0 rlineto fill grestore}B /a{moveto}B /delta 0 N /tail
{dup /delta X 0 rmoveto}B /M{S p delta add tail}B /b{S p tail}B /c{-4 M}
B /d{-3 M}B /e{-2 M}B /f{-1 M}B /g{0 M}B /h{1 M}B /i{2 M}B /j{3 M}B /k{
4 M}B /w{0 rmoveto}B /l{p -4 w}B /m{p -3 w}B /n{p -2 w}B /o{p -1 w}B /q{
p 1 w}B /r{p 2 w}B /s{p 3 w}B /t{p 4 w}B /x{0 S rmoveto}B /y{3 2 roll p
a}B /bos{/SS save N}B /eos{SS restore}B end
%%EndProcSet
%%BeginProcSet: special.pro
TeXDict begin /SDict 200 dict N SDict begin /@SpecialDefaults{/hs 612 N
/vs 792 N /ho 0 N /vo 0 N /hsc 1 N /vsc 1 N /ang 0 N /CLIP 0 N /rwiSeen
false N /rhiSeen false N /letter{}N /note{}N /a4{}N /legal{}N}B
/@scaleunit 100 N /@hscale{@scaleunit div /hsc X}B /@vscale{@scaleunit
div /vsc X}B /@hsize{/hs X /CLIP 1 N}B /@vsize{/vs X /CLIP 1 N}B /@clip{
/CLIP 2 N}B /@hoffset{/ho X}B /@voffset{/vo X}B /@angle{/ang X}B /@rwi{
10 div /rwi X /rwiSeen true N}B /@rhi{10 div /rhi X /rhiSeen true N}B
/@llx{/llx X}B /@lly{/lly X}B /@urx{/urx X}B /@ury{/ury X}B /magscale
true def end /@MacSetUp{userdict /md known{userdict /md get type
/dicttype eq{userdict begin md length 10 add md maxlength ge{/md md dup
length 20 add dict copy def}if end md begin /letter{}N /note{}N /legal{}
N /od{txpose 1 0 mtx defaultmatrix dtransform S atan/pa X newpath
clippath mark{transform{itransform moveto}}{transform{itransform lineto}
}{6 -2 roll transform 6 -2 roll transform 6 -2 roll transform{
itransform 6 2 roll itransform 6 2 roll itransform 6 2 roll curveto}}{{
closepath}}pathforall newpath counttomark array astore /gc xdf pop ct 39
0 put 10 fz 0 fs 2 F/|______Courier fnt invertflag{PaintBlack}if}N
/txpose{pxs pys scale ppr aload pop por{noflips{pop S neg S TR pop 1 -1
scale}if xflip yflip and{pop S neg S TR 180 rotate 1 -1 scale ppr 3 get
ppr 1 get neg sub neg ppr 2 get ppr 0 get neg sub neg TR}if xflip yflip
not and{pop S neg S TR pop 180 rotate ppr 3 get ppr 1 get neg sub neg 0
TR}if yflip xflip not and{ppr 1 get neg ppr 0 get neg TR}if}{noflips{TR
pop pop 270 rotate 1 -1 scale}if xflip yflip and{TR pop pop 90 rotate 1
-1 scale ppr 3 get ppr 1 get neg sub neg ppr 2 get ppr 0 get neg sub neg
TR}if xflip yflip not and{TR pop pop 90 rotate ppr 3 get ppr 1 get neg
sub neg 0 TR}if yflip xflip not and{TR pop pop 270 rotate ppr 2 get ppr
0 get neg sub neg 0 S TR}if}ifelse scaleby96{ppr aload pop 4 -1 roll add
2 div 3 1 roll add 2 div 2 copy TR .96 dup scale neg S neg S TR}if}N /cp
{pop pop showpage pm restore}N end}if}if}N /normalscale{Resolution 72
div VResolution 72 div neg scale magscale{DVImag dup scale}if 0 setgray}
N /psfts{S 65781.76 div N}N /startTexFig{/psf$SavedState save N userdict
maxlength dict begin /magscale true def normalscale currentpoint TR
/psf$ury psfts /psf$urx psfts /psf$lly psfts /psf$llx psfts /psf$y psfts
/psf$x psfts currentpoint /psf$cy X /psf$cx X /psf$sx psf$x psf$urx
psf$llx sub div N /psf$sy psf$y psf$ury psf$lly sub div N psf$sx psf$sy
scale psf$cx psf$sx div psf$llx sub psf$cy psf$sy div psf$ury sub TR
/showpage{}N /erasepage{}N /copypage{}N /p 3 def @MacSetUp}N /doclip{
psf$llx psf$lly psf$urx psf$ury currentpoint 6 2 roll newpath 4 copy 4 2
roll moveto 6 -1 roll S lineto S lineto S lineto closepath clip newpath
moveto}N /endTexFig{end psf$SavedState restore}N /@beginspecial{SDict
begin /SpecialSave save N gsave normalscale currentpoint TR
@SpecialDefaults count /ocount X /dcount countdictstack N}N /@setspecial
{CLIP 1 eq{newpath 0 0 moveto hs 0 rlineto 0 vs rlineto hs neg 0 rlineto
closepath clip}if ho vo TR hsc vsc scale ang rotate rwiSeen{rwi urx llx
sub div rhiSeen{rhi ury lly sub div}{dup}ifelse scale llx neg lly neg TR
}{rhiSeen{rhi ury lly sub div dup scale llx neg lly neg TR}if}ifelse
CLIP 2 eq{newpath llx lly moveto urx lly lineto urx ury lineto llx ury
lineto closepath clip}if /showpage{}N /erasepage{}N /copypage{}N newpath
}N /@endspecial{count ocount sub{pop}repeat countdictstack dcount sub{
end}repeat grestore SpecialSave restore end}N /@defspecial{SDict begin}
N /@fedspecial{end}B /li{lineto}B /rl{rlineto}B /rc{rcurveto}B /np{
/SaveX currentpoint /SaveY X N 1 setlinecap newpath}N /st{stroke SaveX
SaveY moveto}N /fil{fill SaveX SaveY moveto}N /ellipse{/endangle X
/startangle X /yrad X /xrad X /savematrix matrix currentmatrix N TR xrad
yrad scale 0 0 1 startangle endangle arc savematrix setmatrix}N end
%%EndProcSet
TeXDict begin 40258431 52099146 1000 300 300
(/nfs/isd/tallis/papers/working/aaai99/aaai99.dvi) @start
/Fa 38 123 df<EB03FEEB0E03EB1C07EB1806EB3800A35BA33807FFFC3800701CEBE038
A41470EA01C0A314E4A2EA0380A21468143090C7FC5AA2126612E65A12781821819916>
12 D<EAFF80A2130009037D880E>45 D<1420146014E0A2130114F0EB0270A213041308
A21310A213201340A2EB8038EBFFF8380100381202A25AA25A121838FE01FF181A7E991D
>65 D<3803FFF83800700E1406140713E0A43801C00E141C143814703803FFE0EB807814
38141CEA0700A4000E1338A2147014E0381C03C0B51200181A7D991B>I<EB0F82EB7062
EBC0163803801E3807000C120E5A121800381308123000701300A25AA41420A314401260
148038300100EA1006EA0C18EA03E0171A7A991B>I<3803FFF83800700E80809038E001
80A315C0EA01C0A43903800380A3150048485AA2140E140C000E131C5C5C5C381C0380D8
FFFEC7FC1A1A7D991D>I<0003B5FC380070071403140113E0A43801C080A313C13803FF
001381A3EA0702EB0004A21408120E1418141014304813E0B5FC181A7D991A>I<0003B5
FC380070071403140113E0A43801C080A313C13803FF001381A3EA070290C7FCA3120EA4
121EEAFFC0181A7D9919>I<EA03FFEA0070A313E0A4EA01C0A4EA0380A4EA0700A4120E
A45AEAFF80101A7D990F>73 D<3903FF03F039007001C015001402495A5C5C144048485A
01C1C7FC13C313C738038B80139313C3EB81C0EA0701A26D7EA2120E1470A348137838FF
81FE1C1A7D991D>75 D<D803F8EB1FC0D80078EB3C00A2155C01B85BA290389C0138A239
011C0270A21404140800025C1410A214200004EB41C0A21481A239080F0380A2130EEA18
0C4AC7FC39FE083FE0221A7D9922>77 D<3903F007F839007800C01580A290389C0100A3
138E38010E0213061307A238020384A3EB01C4000413C8A2EB00E8A24813F01470A21218
142012FE1D1A7D991D>I<3803FFF83800701C1406140713E0A43801C00EA2141C143838
038060EBFF80EB8000A248C7FCA4120EA45AB47E181A7D991A>80
D<EB3F10EB60903801807013004813201206A31400120713C0EA03F8EA01FEEA007FEB0F
8013031301A21220A238600300A21306EA700CEAC818EA87E0141A7D9916>83
D<383FFFFC38381C0C00201304124013381280A338007000A45BA4485AA4485AA41207EA
FFF8161A79991B>I<3AFF87FC1FC03A3C00E007000038140413015D1302001C5C13045D
13085D13105DD920E1C7FC134014E2138014E4EA1D0014E8121E1470121C146012181440
221A789926>87 D<EA03CCEA0E2EEA181C123812301270EAE038A4EAC072A3EA60F2EA61
34EA1E180F107C8F14>97 D<EA01E0EA0618120CEA1838EA3010EA7000126012E0A41308
1310EA6020EA30C0EA1F000D107C8F12>99 D<EB1F801303A3EB0700A4130EA2EA03CEEA
0E2EEA181C123812301270485AA4EAC072A3EA60F2EA6134EA1E18111A7C9914>I<EA01
E0EA0E18EA1C08123812701310EAFFE0EAE000A41308EA60101320EA30C0EA1F000D107C
8F12>I<1307EB0980131BEB3B00133813301370A4EA07FFEA00E0A5485AA5485AA490C7
FC5AA21206126612E412CC1270112181990C>I<13F338038B8038060700120E120C121C
EA380EA4EA301CA3EA183C5BEA07B8EA0038A25B1260EAE0E0EAC1C0007FC7FC11177E8F
12>I<EA1F801203A348C7FCA4120EA2137CEA0F86EA1E07A2121CA2EA380EA35B007013
80A21338EB3900EAE019EA600E111A7E9914>I<1203120712061200A61238124C124E12
8E129CA2121C1238A212701272A212E212E41264123808197C980C>I<EA1F801203A3EA
0700A4120EA2130E1313EA1C2713431380EA1F00123CEA3F80EA39C0EA38E0EA70E2A313
E4EAE064EA6038101A7E9912>107 D<121F1207A3120EA4121CA41238A41270A412E4A4
12E81230081A7D990A>I<38307C1E38598663399E0783801403129CA239380E0700A314
0ED8701C1340A2141C158038E0380C39601807001A107C8F1F>I<EA307CEA5986EA9E07
A2129CA2EA380EA35B00701380A21338EB3900EAE019EA600E11107C8F16>I<EA01F0EA
0618EA0C0CEA180E12301270126012E0A2130C131C13181330EA6060EA30C0EA1F000F10
7C8F14>I<EA030F380590C0EA09E0EBC060A3380380E0A4380701C0148013031400EA0E
8E137890C7FCA25AA4B4FC1317808F14>I<EA03C2EA0E2EEA181C123812301270EAE038
A4EAC070A3EA60F0EA61E0121E1200A2EA01C0A4EA1FF00F177C8F12>I<EA30F0EA5D18
EA9E38EA9C181300A25AA45AA45A12600D107C8F10>I<EA03E0EA04301208EA18701360
EA1C00EA1F8013C0EA0FE01200136012E0A2EA80C0EA4180EA3E000C107D8F10>I<1206
120EA45AA2EAFFC0EA1C005AA45AA412E1A312E212E412380A177C960D>I<EA3806EA4C
07EA4E0E128E129CA2EA1C1C1238A3EA7039A3EA3079EA389AEA0F0C10107C8F15>I<38
380C10384C0E38EA4E1C008E1318129CA2381C38101238A338707020A2144012303818B8
80380F0F0015107C8F19>119 D<EA3806EA4C07EA4E0E128E129CA2EA1C1C1238A3EA70
38A3EA3078EA38F0EA0F7012001360EA60E0EAE1C0EAC180EA4700123C10177C8F13>
121 D<EA0382EA07C4EA0FFCEA10081310EA00201340EA0180EA03001204EA08081210EA
2018EA7FF0EA43E0EA81C00F107E8F10>I E /Fb 1 16 df<EA03C0EA0FF0EA1FF8EA3F
FCEA7FFEA2B5FCA4EA7FFEA2EA3FFCEA1FF8EA0FF0EA03C010107E9115>15
D E /Fc 27 122 df<1238127C12FEA3127C12381200A61238127C12FEA3127C12380714
7C930F>58 D<903807FC0290383FFF0E9038FE03DE3903F000FE4848133E4848131E485A
48C7120EA2481406127EA200FE1400A7127E1506127F7E150C6C7E6C6C13186C6C13386C
6C13703900FE01C090383FFF80903807FC001F1F7D9E26>67 D<B612E0A23807E0071401
1400156015701530A21430A21500147014F013FFA213E014701430150CA214001518A315
38157815F8EC03F0B6FCA21E1F7E9E22>69 D<B5FCA2EA07E0B3A9B5FCA2101F7E9E14>
73 D<B512FEECFF803907E00FE0EC03F0EC01F8A215FCA515F8A2EC03F0EC0FE090B512
80ECFE0001E0C7FCACB5FCA21E1F7E9E24>80 D<B512FCECFF803907E00FE0EC03F08114
0181A45D14035DEC0FE090B5128002FCC7FCEBE03FEC0F8081140781A381A31630EC03F8
02011360B53800FFC0ED3F80241F7E9E27>82 D<3803FC08380FFF38381E03F8EA380048
1378143812F01418A26C13007EEA7FC013FE383FFF806C13C06C13E06C13F0C613F81307
EB00FC147C143C12C0A36C1338147800F8137038FE01E038EFFFC000811300161F7D9E1D
>I<B53801FFE0A23A07E0000C00B3A400035C6C7E5D6C6C5B90387E03C090381FFF80D9
03FCC7FC231F7E9E28>85 D<3CFFFC0FFFC0FFE0A23C0FC000FC000E007F00076E130CA2
6D151C0003D901BF1318A2D801F85D9138031F80A22600FC076D5AEC060F01FE15E0903A
7E0C07E0C0A2013FECE18091381803F1A2D91FB801FBC7FCECB00102F013FF6D486C5AA2
01075C4A137CA2010314784A133801011430331F7F9E36>87 D<EA07FC381FFF80383F07
C0EB03E0EB01F0A2120C1200133FEA07FDEA1F81EA3E01127C12F8A3EAFC02EA7E0C383F
F87E380FE03E17147F9319>97 D<EA01FE3807FF80381F0FC0123EA2127CEB030000FCC7
FCA6127C127E003E1360003F13C0EA1F813807FF00EA01FC13147E9317>99
D<EB07F8A21300AAEA01F8EA07FEEA1F83EA3E01EA7E00127CA212FCA6127CA2127EEA3E
01EA1F07380FFEFFEA03F818207E9F1D>I<EA01FE3807FF80380F83C0381E01E0383E00
F05A14F812FCB5FCA200FCC7FCA3127CA26C1318121E380F80703807FFE0C6138015147F
9318>I<3803FC3C380FFFFE381E079E383C03DE007C13E0A5003C13C0381E0780381FFF
00EA13FC0030C7FCA21238383FFF806C13F06C13F84813FC3878007C0070133E00F0131E
A30078133CA2383F01F8380FFFE000011300171E7F931A>103 D<B4FCA2121FAAEB0FC0
EB3FE0EB61F0EBC0F813801300AD38FFE7FFA218207D9F1D>I<121C123E127FA3123E12
1CC7FCA6B4FCA2121FB0EAFFE0A20B217EA00E>I<B4FCA2121FB3AAEAFFE0A20B207E9F
0E>108 D<3AFE0FE03F8090391FF07FC03A1E70F9C3E09039407D01F0EB807E121FEB00
7CAC3AFFE3FF8FFEA227147D932C>I<38FE0FC0EB3FE0381E61F0EBC0F81380EA1F00AD
38FFE7FFA218147D931D>I<48B4FC000713C0381F83F0383E00F8A248137CA200FC137E
A6007C137CA26C13F8A2381F83F03807FFC00001130017147F931A>I<38FF1FC0EB7FF0
381FE1F8EB80FCEB007EA2143E143FA6143E147E147CEB80FCEBC1F8EB7FE0EB1F8090C7
FCA7EAFFE0A2181D7E931D>I<EAFE3EEB7F80381ECFC0138FA2121FEB030090C7FCABEA
FFF0A212147E9316>114 D<EA0FE6EA3FFEEA701EEA600EEAE006A2EAF800EAFFC0EA7F
F8EA3FFCEA1FFE1203EA001FEAC007A212E0EAF006EAF81EEAFFFCEAC7F010147E9315>
I<1203A45AA25AA2123FEAFFFCA2EA1F00AA1306A5EA0F8CEA07F8EA03F00F1D7F9C14>
I<38FF07F8A2EA1F00AD1301A2EA0F063807FCFF6C5A18147D931D>I<38FFC0FFA2380F
80703807C0606D5A3803E180EA01F36CB4C7FC137E133E133F497E136FEBC7C0380183E0
380381F048C67E000E7F39FF81FF80A219147F931C>120 D<39FFE07F80A2391F001C00
380F8018A26C6C5AA26C6C5AA2EBF0E000015B13F900005B13FF6DC7FCA2133EA2131CA2
1318A2EA783012FC5BEAC0E0EAE1C0EA7F80001EC8FC191D7F931C>I
E /Fd 12 119 df<EA1FE0EA78707F133C1230EA01FCEA1F3C127812F0A338785F80EA3F
8F110D7F8C12>97 D<EA07F0EA1C3C12381270EAF0181300A41270EA380CEA1C18EA07F0
0E0D7F8C11>99 D<EA0FC0EA1C70EA3838EA7018EAF01CA2EAFFFCEAF000A21270EA380C
EA1C18EA07F00E0D7F8C11>101 D<EA03F0EA071CEA0E3C121E13181300A2EAFFC0A2EA
1E00A9EA7F80A20E1480930C>I<12FCA2123CA5137CEA3D8EEA3E0F123CA838FF3FC0A2
12147F9315>104 D<1238127CA312381200A312FCA2123CA912FFA208157F940B>I<12FC
A2123CB012FFA208147F930B>108 D<EAFDF8EAFF0EEA3C07EB038014C0A5EB07801400
EA3E0EEA3DF8003CC7FCA4B4FCA212137F8C15>112 D<EAF8E0EAF978123AA2EA3C3013
00A6B4FCA20D0D7F8C10>114 D<EA1FE01260EAC060A2EAFE00EA7FC0EA3FE0EA1FF0EA
0070EAC030A2EAF060EADF800C0D7F8C0F>I<120CA3121CA2EA3FC012FFEA3C00A61360
A3EA1C40EA0F800B127F910F>I<38FE0F80A2383C06006C5AA26C5AA2EA07B0A2EA03E0
A26C5AA2110D7F8C14>118 D E /Fe 14 118 df<EA07B0EA0C701210EA30601260A3EA
C0C013C8A21241EA62D0EA3C700D0D7C8C12>97 D<EA03C0EA0C20EA1830EA3020EA6000
A35AA2EA4010EA6020EA30C0EA1F000C0D7D8C10>99 D<133C130C1318A41330EA07B0EA
0C701210EA30601260A3EAC0C013C8A21241EA62D0EA3C700E147C9312>I<EA0780EA18
40EA3020EA604012C0EAFF80EAC0005AA2EAC0201340EA6180EA3E000B0D7C8C10>I<13
1C13661364136013C0A3EA07F8EA00C0EA0180A5EA0300A512021206A312C412C812700F
1A81930B>I<121E12065AA45AEA19E0EA1E30121812381230A3EA6060136413C413C812
C013700E147D9312>104 D<120212061200A51238124CA2128C12981218A212301232A2
1264A2123807147D930B>I<3830F87838590D8C384E0E0C129CEA980C1218A238301818
141914311432EA6030141C180D7D8C1C>109 D<EA30F0EA5B18124C129C12981218A2EA
30301332A21364126013380F0D7D8C13>I<EA0380EA0C60EA1820EA30301260A3EAC060
A2EA40C0EA6080EA2300121E0C0D7C8C12>I<EA0C78EA168CEA1304EA2606A21206A2EA
0C0CA213081310EA1A20EA19C0EA1800A25AA312FC0F137F8C12>I<EA31F0EA5A18EA4C
10EA9C0012981218A25AA45AA20D0D7D8C0F>114 D<1204120CA35AEAFF80EA1800A25A
A45A1261A212621264123809127D910C>116 D<EA3818124CA2EA8C3012981218A2EA30
601364A213E4EA11E8EA0E300E0D7D8C12>I E /Ff 34 123 df<EA01F8EA0604EA0C0E
121890C7FCA3EAFFFEEA1806AB387E1F801114809313>12 D<1202120412081218121012
30122012601240A212C0AA1240A212601220123012101218120812041202071E7D950D>
40 D<1280124012201230121012181208120C1204A21206AA1204A2120C120812181210
1230122012401280071E7E950D>I<124012E012601220A31240A2128003097D8209>44
D<12FFA2080280860B>I<124012E0124003037D8209>I<120C121C12EC120CAFEAFFC00A
137D9211>49 D<121FEA60C01360EAF07013301260EA0070A2136013C012011380EA0200
5AEA08101210EA2020EA7FE012FF0C137E9211>I<EA0FC0EA3070EA7038A31200133013
E0EA0FC0EA007013381318131C126012F01318EAE038EA6070EA1FC00E137F9211>I<38
7FFFF03860703000401310A200801308A300001300ACEA07FF15147F9318>84
D<127FEAE1C0EAE040EA40601200EA07E0EA3860126012C01364A2EA61E4EA3E380E0D7E
8C11>97 D<12F01230A6EA33E0EA3430EA3808EA300C1306A5130CEA3808EA3430EA23E0
0F147F9312>I<EA0FE0EA18701220EA6020EAC000A51260EA2010EA1820EA0FC00C0D7F
8C0F>I<13781318A6EA0F98EA1878EA2038EA601812C0A51260EA2038EA1858EA0F9E0F
147F9312>I<EA0F80EA1040EA2020EA6030EAC010EAFFF0EAC000A31260EA2010EA1820
EA0FC00C0D7F8C0F>I<EA03C0EA0CE0121813401300A3B4FC1218AB127F0B1480930A>I<
EA0F3CEA30E6EA2040EA6060A3EA2040EA30C0EA2F001260A2EA3FE013F0EA6018EAC00C
A3EA6018EA3030EA0FC00F147F8C11>I<12F01230A6EA33E0EA3430EA38181230A9EAFC
7E0F147F9312>I<1220127012201200A512F01230AB12FC06157F9409>I<120212071202
1200A5120F1203AE124312E212E6127C081B82940A>I<12F01230B212FC06147F9309>
108 D<38F3E1F03834321838381C0CEA3018A938FC7E3F180D7F8C1B>I<EAF3E0EA3430
EA38181230A9EAFC7E0F0D7F8C12>I<EA0FC0EA1860EA2010EA6018EAC00CA5EA6018A2
EA3870EA0FC00E0D7F8C11>I<EAF3E0EA3430EA3808EA300C1306A5130CEA3808EA3430
EA33E0EA3000A512FC0F137F8C12>I<EA0F88EA1848EA2038EA601812C0A51260EA2038
EA1858EA0F98EA0018A5137E0F137F8C11>I<EAF3C0EA34E01238EA30401300A812FE0B
0D7F8C0D>I<EA3E80126112C0A2EAE000127EEA3F80EA03C01280A212C0EAE180EA9F00
0A0D7F8C0D>I<1210A312301270EAFF80EA3000A71380A3EA1100120E09127F910D>I<EA
F078EA3018A91338EA1858EA0F9E0F0D7F8C12>I<EAF83CEA30181310EA3830EA1820A2
EA0C40A2EA0680A3EA0300A20E0D7F8C11>I<38F87CF83870703038305820A238188840
138CA2380D04801306A238060300A3150D7F8C18>I<EAF83CEA30181310EA3830EA1820
A2EA0C40A2EA0680A3EA0300A21202A212E4A212E812700E137F8C11>121
D<EAFFF0EAC060EA80C012811380EA03001206EA0C101218EA3830EA3020EA6060EAFFE0
0C0D7F8C0F>I E /Fg 16 87 df<EA01C0487EA21360A2EA0770A4EA0630EA0E38A4487E
EA1FFCA2EA1C1CA2487EA238FE3F80A211177F9614>65 D<3801F180EA07FFEA0E1FEA1C
071238EA7003A348C7FCA738700380A338380700121CEA0E0EEA07FCEA01F011177F9614
>67 D<B5FCA2EA3807A490C7FCA21338A2EA3FF8A2EA3838A290C7FCA3EB0380A4B5FCA2
11177F9614>69 D<B51280A2EA3803A490C7FCA21338A2EA3FF8A2EA3838A290C7FCA7B4
FCA211177F9614>I<38FE3F80A238380E00A8EA3FFEA2EA380EA938FE3F80A211177F96
14>72 D<EAFFF8A2EA0700B3EAFFF8A20D177D9614>I<B4FCA21238AF1307A4B5FCA210
177E9614>76 D<38FC1F80A2007C1300EA7637A4EA7777A2EA7367A313E7EA71C7A2EA70
07A638F80F80A211177F9614>I<38FE3F80A2383E0E00123BA4138E1239A213CEA31238
A213EE136EA4133E12FEA211177F9614>I<EA1FF0EA7FFCEA783CEA701CEAE00EAFEA70
1CEA783CEA7FFCEA1FF00F177E9614>I<EAFFF013FCEA381E130E1307A5130E131EEA3F
FC13F0EA3800A812FEA210177F9614>I<EAFFE013F8EA383C131C7FA45B133CEA3FF85B
EA38387FA51480EB1DC0A238FE0F80EB070012177F9614>82 D<EA0FCCEA1FFCEA307CEA
603CEAE01CA313001270127EEA3FE0EA0FF0EA01F8EA001C131E130E126012E0A2EAF01C
EAF838EAFFF0EAC7E00F177E9614>I<387FFF80B5FCEAE1C3A43801C000AFEA0FF8A211
177F9614>I<38FE0FE0A238380380B0381C0700A2EA0E0EEA07FCEA01F01317809614>I<
38FC1F80A238380E00A3EA3C1EEA1C1CA46C5AA4EA0630EA0770A3EA0360A213E0A26C5A
11177F9614>I E /Fh 1 14 df<EB07F0EB3FFEEB780F3901C001C048486C7E0006C712
3048804880A248804880A348EC0180A70060EC0300A36C14066C5CA26C5C6C5C6C6C13E0
6C6C485A2600780FC7FCEB3FFEEB07F021217E9926>13 D E /Fi
1 50 df<1218127812981218AC12FF08107D8F0F>49 D E /Fj 69
124 df<EBFE7C380381C6380603CE000E1384001C1380A6B512F0381C0380AE38FF8FF0
171A809916>11 D<13FEEA038138060180EA0E03381C010090C7FCA5B51280EA1C03AE38
FF8FF0141A809915>I<EBFF80EA0383EA0603120E121CA6B5FCEA1C03AE38FF9FF0141A
809915>I<1380EA010012025A120C120812185AA35AA412E0AA1260A47EA37E1208120C
12047E7EEA008009267D9B0F>40 D<7E12407E7E12181208120C7EA37EA41380AA1300A4
1206A35A1208121812105A5A5A09267E9B0F>I<126012F0A212701210A31220A21240A2
040B7D830B>44 D<EAFFC0A20A0280880D>I<126012F0A2126004047D830B>I<EA07E0EA
1C38EA381CEA300CEA700EEA6006A2EAE007AAEA6006A2EA700EEA300CEA381CEA1C38EA
07E010187F9713>48 D<12035AB4FC1207B3A2EA7FF80D187D9713>I<EA0F80EA1060EA
2030EA4038EA803CEAC01C12E01240EA003C1338A21370136013C0EA018013001202EA04
0412081210EA3008EA3FF8127F12FF0E187E9713>I<EA07E0EA1838EA201CEA601EEA70
0EEA201E1200131CA213381370EA07E0EA0038131C130E130FA212E0A212C0EA400EEA60
1CEA1838EA07E010187F9713>I<1318A21338137813F813B8EA01381202A21204120812
1812101220124012C0B5FCEA0038A6EA03FF10187F9713>I<EA3018EA3FF013E01380EA
2000A5EA2FC0EA3060EA2030EA00381318131CA2124012E0A2EA8018EA40381330EA30E0
EA0F800E187E9713>I<EA01F8EA0704EA0C06EA180E123013001270126012E0EAE3E0EA
E418EAE80CEAF00EEAE0061307A31260A2EA7006EA300EEA180CEA0C38EA07E010187F97
13>I<1240EA7FFF13FEA2EA4004EA80081310A2EA00201340A21380120113005AA25A12
06A2120EA5120410197E9813>I<EA07E0EA1818EA300CEA20061260A21270EA780CEA3E
18EA1F30EA07C0EA03E0EA0CF8EA307CEA601E130FEAC0071303A3EA6002EA2004EA1818
EA07E010187F9713>I<EA07E0EA1C30EA3018EA700CEA600EEAE006A21307A31260EA70
0FEA3017EA1827EA07C7EA00071306130E130C12701318EA6030EA3060EA0F8010187F97
13>I<126012F0A212601200A8126012F0A2126004107D8F0B>I<126012F0A212601200A8
126012F0A212701210A31220A21240A204177D8F0B>I<130CA3131EA2132F1327A2EB43
80A3EB81C0A200017F1300A248B47E38020070A2487FA3487FA2003C131EB4EBFFC01A1A
7F991D>65 D<B51280380E00E014701438143CA514781470EB01E0380FFFC0380E00F014
78143C141C141EA4141C143C147814F0B512C0171A7F991B>I<EB3F023801C0C6380300
2E000E131E48130E14065A007813021270A200F01300A600701302A21278003813047E14
087E000313303801C0C038003F00171A7E991C>I<B57E380E00E01470808080A280A215
80A81500A25C140E5CA2147814E0B51280191A7F991D>I<B512F8380E00381418140814
0C1404A3EB0100A35BEA0FFFEA0E037FA3EB0002A314061404A2140C143CB512FC171A7F
991A>I<B512F8380E003814181408140C1404A3EB0100A35BEA0FFFEA0E037FA390C7FC
A8EAFFE0161A7F9919>I<EB3F023801C0C63803002E000E131E48130E14065A00781302
1270A200F090C7FCA5903801FFC03970000E00A2127812387EA27E000313163801C06638
003F821A1A7E991E>I<39FFE1FFC0390E001C00AB380FFFFC380E001CAC39FFE1FFC01A
1A7F991D>I<EAFF80EA1C00B3A6EAFF80091A7E990E>I<EA0FFEEA0070B3124012E0A2EA
40E0EA61C0EA1F000F1A7E9914>I<39FFE01FC0390E000F00140C14085C5C5C495A0102
C7FC5B130C131C132E1347EB8380EA0F03380E01C06D7EA2147080A280141E141F39FFE0
7FC01A1A7F991E>I<EAFFE0000EC7FCB01408A3141814101430147014F0B5FC151A7F99
18>I<B414FF000F14F0A2390B800170A23809C002A33808E004A2EB7008A3EB3810A3EB
1C20A2EB0E40A3EB0780A2EB0300121C39FF8307FF201A7F9923>I<B51280380E01E0EB
007014781438143CA4143814781470EB01E0380FFF80000EC7FCABEAFFE0161A7F991A>
80 D<B5FC380E01C0EB0070147880A55C1470EB01C0D80FFFC7FC380E0380EB00C08014
70A31478A31540143CEC1C8039FFE00F001A1A7F991C>82 D<EA0FC2EA1836EA200EEA60
0612C01302A3EAE0001270127EEA3FE0EA1FF8EA03FCEA007E130E130713031280A3EAC0
021306EAE004EAD818EA87E0101A7E9915>I<007FB5FC38701C0700401301A200C01480
00801300A300001400B13803FFE0191A7F991C>I<39FFE07FC0390E000E001404B20006
5B12076C5B6C6C5A3800E0C0013FC7FC1A1A7F991D>I<3AFF81FF07F03A3C007801C000
1CEC0080A36C90389C0100A33907010E02A33903830F04EB8207A2150C3901C40388A339
00E801D0A390387000E0A301305B01201340241A7F9927>87 D<39FFC0FF80390F003C00
14106C5BEA03806D5A00015BEA00E101F1C7FC137A133E131C131EA21317EB27801343EB
41C0EB81E0EA010048137000021378481338000C7F001E133EB4EB7FC01A1A7F991D>I<
39FF801FE0391E00070014066C13046C130CEB800800035BEA01C06D5A00001360EB7040
EB78801338011DC7FC131F130EAAEBFFC01B1A7F991D>I<1220A21240A21280A312E012
F0A21260040B7D990B>96 D<EA1FC0EA38707FEA101C1200A2EA03FCEA1E1C1238127012
E01480A2133CEA705F381F8F0011107F8F13>I<12FC121CA913FCEA1D07381E0380381C
01C0130014E0A6EB01C01480381E0300EA1906EA10F8131A809915>I<EA07F8EA1C1C12
38EA700813005AA612701304EA3808EA1C18EA07E00E107F8F11>I<133F1307A9EA03E7
EA0C17EA180F487E127012E0A6126012706C5AEA1C373807C7E0131A7F9915>I<EA07C0
EA1C30EA30181270EA600C12E0EAFFFCEAE000A41260EA7004EA3808EA1C18EA07E00E10
7F8F11>I<EA01F0EA0718EA0E38EA1C101300A6EAFFC0EA1C00AEEAFF800D1A80990C>I<
EA0FCF3818718038303000EA7038A4EA30306C5AEA2FC00060C7FCA21270EA3FF013FC6C
7EEA600FEAC003A4EA6006EA381CEA07E011187F8F13>I<12FC121CA9137CEA1D87381E
0380A2121CAB38FF9FF0141A809915>I<1218123CA212181200A612FC121CAE12FF081A
80990A>I<EA0180EA03C0A2EA0180C7FCA6EA0FC01201B21241EAE180EAE300127E0A21
82990C>I<12FC121CA9EB1FC0EB0F00130C5B13205B13E0121DEA1E70EA1C7813387F13
1E7F148038FF9FE0131A809914>I<12FC121CB3A6EAFF80091A80990A>I<38FC7C1F391D
8E6380391E0781C0A2001C1301AB39FF9FE7F81D107F8F20>I<EAFC7CEA1D87381E0380
A2121CAB38FF9FF01410808F15>I<EA07E0EA1C38EA300CEA700EEA6006EAE007A6EA60
06EA700EEA381CEA1C38EA07E010107F8F13>I<EAFCFCEA1D07381E0380381C01C0A2EB
00E0A6EB01C01480381E0300EA1D06EA1CF890C7FCA6B47E1317808F15>I<EA03E1EA0C
13EA180BEA300FEA700712E0A61270A26C5AEA1C37EA07C7EA0007A6EB3FE013177F8F14
>I<EAFC78EA1D9CEA1E1C1308EA1C00ABEAFF800E10808F0F>I<EA1F20EA60E0EA402012
C0A2EAF000127FEA3FC0EA1FE0EA00F0EA8070133012C01320EAF040EA8F800C107F8F0F
>I<1208A41218A21238EAFFC0EA3800A81320A41218EA1C40EA07800B177F960F>I<38FC
1F80EA1C03AB1307120CEA0E0B3803F3F01410808F15>I<38FF0F80383C0700EA1C0613
04A26C5AA26C5AA3EA03A0A2EA01C0A36C5A11107F8F14>I<39FE7F1F8039381C070000
3C1306381C0C04130E380E16081317A238072310149013A33803C1A014E0380180C0A319
107F8F1C>I<38FE3F80383C1E00EA1C086C5AEA0F306C5A6C5A12017F1203EA0270487E
1208EA181CEA381E38FC3FC012107F8F14>I<38FF0F80383C0700EA1C061304A26C5AA2
6C5AA3EA03A0A2EA01C0A36C5AA248C7FCA212E112E212E4127811177F8F14>I<EAFFF8
EAE07012C0EA80E0EA81C0A2EA0380EA0700A2EA0E04121CA2EA380812701338EAFFF80E
107F8F11>I<B512C01201808913>I E /Fk 38 124 df<90383FE3F83901F03F1C3903C0
3E3E0007137CEA0F80151C1500A5B612C0A2390F807C00AE397FE1FF80A21F1D809C1C>
11 D<EAFFF8A40D04808A10>45 D<127812FCA4127806067D850D>I<127812FCA4127812
00A6127812FCA4127806127D910D>58 D<EB0380A2497EA3497EA2497E131BEB3BF81331
A2EB60FCA2EBE0FEEBC07EA248487E90B5FC481480EB001F4814C00006130FA248EB07E0
A239FF803FFEA21F1C7E9B24>65 D<B512F814FF390FC01F80EC0FC0140715E0A515C0EC
0F80EC3F00EBFFFE9038C00F80EC07C0EC03E0A215F0A5EC07E0A2EC1FC0B6120014FC1C
1C7E9B22>I<90381FE0209038FFF8E03803F80F3807C003380F800148C7FC123E156012
7E127C00FC1400A8007C1460127E123E15C07E390F8001803907C003003803F80E3800FF
FCEB1FE01B1C7D9B22>I<90380FF00890387FFE383901FC07F83807E001390F80007848
C7FC481438123E007E1418127C00FC1400A6EC7FFFA2007CEB01F8127E123E123F7EEA0F
80EA07E03801FC0739007FFE7890380FF818201C7D9B26>71 D<EAFFFCA2EA0FC0B3A6EA
FFFCA20E1C7E9B12>73 D<39FFFC07FFA2390FC000E04A5A4A5A0206C7FC5C14385C5CEB
C1C013C3EBC7E0EBCFF013FBEBF1F8EBE0FC497E147E806E7E81140F6E7E816E7E3AFFFC
1FFF80A2211C7E9B25>75 D<B512F814FE390FC03F80140FEC07C015E0A515C0A2EC0F80
EC3F00EBFFFC01C0C7FCABEAFFFCA21B1C7E9B21>80 D<B512F014FE380FC03FEC0F806E
7E81A55D4A5A023EC7FCEBFFF0EBC07C80143F6E7EA6ED8180A2EC0FC13AFFFC07C300EC
01FE211C7E9B24>82 D<3807F820381FFEE0EA3C07EA7801EA700012F01460A26C130012
FEEAFFE0EA7FFE6C7E1480000F13C06C13E0EA007FEB03F01301130012C0A214E07E38F0
01C0EAFC0338EFFF00EA83FC141C7D9B1B>I<EA0FF8EA1C1E383E0F80130714C0121C12
00137FEA07E7EA1F07123C127C12F8A3EA780B383E13F8EA0FE115127F9117>97
D<B4FCA2121FA9EB3F80EBE1E0EB8070EB0078143CA2143EA6143CA21478EB8070381EC1
E0381C3F00171D7F9C1B>I<EA03FCEA0E0EEA1C1F123C1278130E00F8C7FCA61278EB01
80123C381C0300EA0E0EEA03F811127E9115>I<EB0FF0A21301A9EA01F9EA0F07EA1C03
EA3C011278A212F8A61278A2123CEA1C03380F0FFEEA03F9171D7E9C1B>I<EA03FCEA0F
07381C0380383C01C0127814E012F8A2B5FC00F8C7FCA3127814607E6C13C0380F038038
01FC0013127F9116>I<137F3801E3803803C7C0EA0787120FEB8380EB8000A5EAFFF8A2
EA0F80AEEA7FF0A2121D809C0F>I<3803F0F0380E1F38EA3C0F3838073000781380A400
381300EA3C0FEA1E1CEA33F00030C7FCA3EA3FFF14C06C13E014F0387801F838F00078A3
00701370007813F0381E03C03807FF00151B7F9118>I<B4FCA2121FA9EB0FC0EB31E0EB
40F0EB80F8A21300AB38FFE7FFA2181D7F9C1B>I<121E123FA4121EC7FCA6127FA2121F
AEEAFFC0A20A1E7F9D0E>I<B4FCA2121FB3A7EAFFE0A20B1D7F9C0E>108
D<39FF0FC07E903831E18F3A1F40F20780D980FC13C0A2EB00F8AB3AFFE7FF3FF8A22512
7F9128>I<38FF0FC0EB31E0381F40F0EB80F8A21300AB38FFE7FFA218127F911B>I<EA01
FC380F0780381C01C0003C13E0387800F0A200F813F8A6007813F0A2383C01E0381E03C0
380F07803801FC0015127F9118>I<38FF3F80EBE1E0381F80F0EB0078147C143C143EA6
143C147C1478EB80F0EBC1E0EB3F0090C7FCA6EAFFE0A2171A7F911B>I<3803F060380F
0CE0EA1E07EA3C03127C127812F8A61278127C123CEA1C07EA0E0FEA03F3EA0003A6EB1F
FCA2161A7E9119>I<EAFE3E1347381E8F80A3381F070090C7FCAAEAFFE0A211127F9114>
I<EA1FD8EA3078EA601812E0A2EAF000EAFF80EA7FE013F0EA1FF8EA07FCEA007CEAC01C
A212E01318EAF830EACFC00E127E9113>I<1203A45AA25AA2EA3FFC12FFEA1F00A9130C
A4EA0F08EA0798EA03F00E1A7F9913>I<38FF07F8A2EA1F00AC1301120F380786FFEA01
F818127F911B>I<38FFC1FCA2381F00601380000F13C0A23807C180A23803E300A213F7
EA01F613FE6C5AA21378A2133016127F9119>I<39FF8FF8FEA2391F03E030A3390F87F0
6013869038C6F8E03907CC78C0A23903FC7D80EBF83D143F3901F01F00A20000131EEBE0
0EA21F127F9122>I<38FFC7FCA2381F81C0380F83803807C700EA03EEEA01FC5B120013
7C13FEEA01DF38039F80EA070F380607C0380C03E038FF07FCA216127F9119>I<38FFC1
FCA2381F00601380000F13C0A23807C180A23803E300A213F7EA01F613FE6C5AA21378A2
1330A25B1270EAF8E05BEAF9800073C7FC123E161A7F9119>I<387FFF8038781F00EA70
3FEA603E5B13FC5BEA01F01203485AEBC180EA0F81121F1303003E1300EA7E07EA7C0FB5
FC11127F9115>I<B512FE1701808B18>I E /Fl 50 123 df<14FE90380301801306EB0C
03EB1C0191C7FC13181338A43803FFFE3800700EA35CA213E0A25CA3EA01C01472A43803
8034141891C7FC90C8FCA25A12C612E65A12781925819C17>12 D<9138FE0FF090390307
380C0106137090390E06601C90391C00E00CEDC0001401A21338A24A5A0003B612F03A00
380380701370A291380700E0A313E0ED01C0A2140EA2D801C0EB0388A3021C1390150101
80EB00E0000315005C13001430EAC73038E6386038CC30C0D8781FC8FC2625819C25>14
D<13031306130813181330136013C0A2EA0180EA0300A21206A25AA2121C1218A2123812
30A21270A21260A412E0A51260A51220123012107EA2102A7B9E11>40
D<1310A21308130C13041306A51307A51306A4130EA2130CA2131C1318A213381330A213
60A213C0A2EA0180EA0300A212065A5A121012605A102A809E11>I<1218123812781238
1208A21210A212201240A21280050C7D830D>44 D<EAFFC0A30A037D890F>I<12301278
12F0126005047C830D>I<1304130C131813381378EA07B8EA0070A413E0A4EA01C0A4EA
0380A4EA0700A45AEAFFF00E1C7B9B15>49 D<133E13E138018180380300C01206120E12
0C121CA213011238A31303001813801307EA080B380C3300EA03C7EA0007130E130C131C
1318EAE0305BEA80C0EAC180003EC7FC121D7C9B15>57 D<1418A21438A21478A214B8EB
0138A2EB023C141C1304130C13081310A21320A2EB7FFCEBC01C1380EA0100141E000213
0EA25A120C001C131EB4EBFFC01A1D7E9C1F>65 D<48B5FC39003C038090383801C0EC00
E0A35B1401A2EC03C001E01380EC0F00141EEBFFFC3801C00E801580A2EA0380A4390700
0F00140E141E5C000E13F0B512C01B1C7E9B1D>I<903803F02090381E0C6090383002E0
9038E003C03801C001EA038048C7FC000E1480121E121C123C15005AA35AA41404A35C12
705C6C5B00185B6C485AD80706C7FCEA01F81B1E7A9C1E>I<48B512F038003C00013813
301520A35BA214081500495AA21430EBFFF03801C020A448485A91C7FCA348C8FCA45AEA
FFF01C1C7E9B1B>70 D<903803F02090381E0C6090383002E09038E003C03801C001EA03
8048C7FC000E1480121E121C123C15005AA35AA2903801FF809038001E00141CA400705B
A27E001813786C139038070710D801F8C7FC1B1E7A9C20>I<3A01FFC3FF803A003C0078
0001381370A4495BA449485AA390B5FC3901C00380A4484848C7FCA43807000EA448131E
39FFE1FFC0211C7E9B1F>I<EA03FFEA00781370A413E0A4EA01C0A4EA0380A4EA0700A4
120EA4121EEAFFC0101C7D9B10>I<EB3FF8EB03C01480A4EB0700A4130EA45BA45BA4EA
607012E0EAC060EA80E0EA81C0EA4380003EC7FC151D7C9B16>I<3A01FFC07F803A003C
001E000138131815205D5DD97002C7FC5C5C5CEBE04014C013E1EBE2E0EA01C4EBD07013
E013C048487EA21418141CEA070080A348130F39FFE07FC0211C7E9B20>I<D801FEEB01
FED8003E14E0012EEB03C01505A21509014EEB0B801513152313470187EB4700A21587EC
0107D80107130E14021404A20002495AEB0388149014A000045C14C0A2000C1380001CEB
007839FF8307FF271C7E9B25>77 D<D801FCEBFF80D8001CEB1C00012E13181510A21327
01475B13431480A2903881C040A3EB80E0D801005B1470A300020139C7FCA3141D48131E
140EA2120C001C1304EAFF80211C7E9B1F>I<EB07F0EB1C1CEB700E497E3901C00380EA
0380EA0700000E14C0121E121C123CA25AA348EB0780A3EC0F00A2140E141E5C00701338
5C00785B383801C06C485AD80E0EC7FCEA03F81A1E7A9C20>I<3801FFFE39003C038090
383801C0EC00E0A3EB7001A315C0EBE0031580EC0700141C3801FFF001C0C7FCA3485AA4
48C8FCA45AEAFFE01B1C7E9B1C>I<3801FFFE39003C078090383801C015E01400A2EB70
01A3EC03C001E01380EC0700141CEBFFE03801C03080141CA2EA0380A43807003C1520A3
48144039FFE01E80C7EA0F001B1D7E9B1E>82 D<EB0F84EB304CEB403CEB8018EA01005A
A200061310A214001207A2EA03E013FC6CB4FC38007F80EB07C01301A21300A21220A238
600180A2EB03001302EAF004EACC18EA83E0161E7D9C17>I<001FB512C0381C07013830
0E0000201480126012405B1280A2000014005BA45BA45BA4485AA41203EA7FFE1A1C799B
1E>I<EA01E3EA0717EA0C0F1218EA380E12301270A2EAE01CA41339A3EA6079EA319AEA
1E0C10127C9115>97 D<123F1207A2120EA45AA4EA39E0EA3A18EA3C0C12381270130EA3
EAE01CA31318133813301360EA60C0EA3180EA1E000F1D7C9C13>I<13F8EA0304120EEA
1C0EEA181CEA30001270A25AA51304EA60081310EA3060EA0F800F127C9113>I<EB07E0
1300A2EB01C0A4EB0380A43801E700EA0717EA0C0F1218EA380E12301270A2485AA41339
A3EA6079EA319AEA1E0C131D7C9C15>I<13F8EA0704120CEA1802EA38041230EA7008EA
7FF0EAE000A5EA60041308EA30101360EA0F800F127C9113>I<EB03C0EB0670130CEB1C
601400A25BA53803FF8038007000A55BA5485AA5485AA390C7FCA25A12C612E65A127814
25819C0D>I<EB78C0EA01C5EA03031206000E1380120C121CA238380700A4130EA3EA18
1EEA0C7CEA079CEA001CA25BA2EAC030EAE070EAC1C0007FC7FC121A7E9113>I<EA0FC0
1201A2485AA448C7FCA4EA0E3E13C3380F0380120E121E121CA338380700A3130E007013
40A2131C1480EAE00C38600700121D7E9C15>I<EA01801203EA0100C7FCA7121C122612
47A2128EA2120E5AA35AA21271A31272A2123C091C7C9B0D>I<EA0FC01201A2485AA448
C7FCA4380E07801308EB11C01321381C4180EB8000001DC7FC121EEA3FC0EA38E01370A2
EA7071A31372EAE032EA601C121D7E9C13>107 D<EA1F801203A2EA0700A4120EA45AA4
5AA45AA412E2A312E412641238091D7D9C0B>I<391C1E078039266318C0394683A0E038
4703C0008E1380A2120EA2391C0701C0A3EC0380D8380E1388A2EC0708151039701C0320
39300C01C01D127C9122>I<EA383EEA4CC3384D0380124E129E129C121CA238380700A3
130E00701340A2131C1480EAE00C3860070012127C9117>I<13F8EA030CEA0E06487E12
18123000701380A238E00700A3130EA25BEA60185BEA30E0EA0F8011127C9115>I<3803
87803804C860EBD03013E0EA09C014381201A238038070A31460380700E014C0EB0180EB
8300EA0E86137890C7FCA25AA45AB4FC151A809115>I<EA01E1EA0713EA0C0F1218EA38
0E12301270A2EAE01CA41338A3EA6078EA31F0EA1E701200A213E0A4EA01C0EA0FF8101A
7C9113>I<EA1C3CEA2642EA4687EA4707EA8E061300120EA25AA45AA45A123010127C91
12>I<EA01F0EA0608120C131CEA1818EA1C00121F13C0EA0FF01207EA00781338EA6030
12E012C0EA8060EA60C0EA1F000E127D9111>I<12035AA3120EA4EAFFE0EA1C00A35AA4
5AA4EAE080A2EAE100A2126612380B1A7C990E>I<381C0180EA2E03124EA2388E0700A2
121CA2EA380EA438301C80A3EA383C38184D00EA0F8611127C9116>I<EA1C06EA2E0EEA
4E06A2EA8E02A2121CA2EA3804A313081230A21310EA3820EA1840EA0F800F127C9113>
I<381E0183382703871247148338870701A2120EA2381C0E02A31404EA180C131C1408EA
1C1E380C26303807C3C018127C911C>I<38038780380CC840380870E012103820E0C014
001200A2485AA4EA03811263EAE38212C5EA8584EA787813127E9113>I<381C0180EA2E
03124EA2388E0700A2121CA2EA380EA4EA301CA3EA383CEA1878EA0FB8EA003813301370
EAE0605BEA81800043C7FC123C111A7C9114>I<EA01C1EA07E1EA0FF6EA081CEA1008EA
0010132013401380EA010012025AEA08041210EA2C0CEA73F8EA41F0EA80E010127E9111
>I E /Fm 11 118 df<127012F8A312700505788416>46 D<13F8EA03FC487EEA0F0738
1C3B80EA38FF12793873C7C01383EAE701A73873838013C73879FF00EA38FEEA1C38380F
03C0EA07FF6C1300EA00FC12197E9816>64 D<EA1FE0487E487EEA783CEA300E1200A2EA
03FE121FEA3E0E127012E0A3EA783E387FFFE0EA3FE7EA0F8313127E9116>97
D<133FA31307A4EA03C7EA0FF748B4FCEA3C1F487EEA700712E0A6EA700F12786C5A381F
FFE0EA0FF7EA07C713197F9816>100 D<EA03F0EA0FFC487EEA3C0F487E3870038012E0
B5FCA300E0C7FCA2387003801278EA3E07381FFF00EA07FEEA01F811127E9116>I<3803
E3C03807F7E0EA0FFF381C1CC038380E00A56C5AEA0FF8485AEA1BE00038C7FC1218EA1F
FC13FF481380387003C038E000E0A4387001C0EA7C07383FFF80380FFE00EA03F8131C7F
9116>103 D<1203EA0780A2EA0300C7FCA4EAFF80A31203ACEAFFFC13FE13FC0F1A7C99
16>105 D<EA7FC012FF127F1201B3EA7FFFB512806C130011197E9816>108
D<EA0FECEA3FFC127FEAF03CEAE01CA2EA7000EA7F80EA1FF0EA07F8EA003CEA600E12E0
12F0EAF81EEAFFFC13F8EAC7E00F127D9116>115 D<12035AA4EA7FFFB5FCA20007C7FC
A75BEB0380A3EB8700EA03FE6C5A6C5A11177F9616>I<EAFC3FA3EA1C07AB131F381FFF
E0EA0FF7EA07C713127F9116>I E /Fn 74 123 df<EB7E1F3901C1B180390303E3C000
0713C3000EEBC180903801C000A6B512FC380E01C0B0387F87FC1A1D809C18>11
D<137E3801C180EA0301380703C0120EEB018090C7FCA5B512C0EA0E01B0387F87F8151D
809C17>I<EB7FC0EA01C1EA03031207EA0E01A7B5FCEA0E01B0387FCFF8151D809C17>I<
90383F07E03901C09C18380380F0D80701133C000E13E00100131892C7FCA5B612FC390E
00E01CB03A7FC7FCFF80211D809C23>I<000F14C0EA1880393060038039703807003860
27FB38E010065CA25CA25C5CEA602000705B38304180EA1881390F0303C03900060620EC
0C1090380C1C08EB1818EC380413301360A213C0A2EA01803903001808141C0006EB0C10
48EB06200004EB03C01E217E9E23>37 D<13E0EA0310EA0608A2120EA45BA25B6C5AEC3F
E09038800F80EC06000003130412073809C00800115BEA30E03820F020EA607038E03840
EB3C80131C90380F00207F0070EB8040383009C0391830E180390FC03F001B1F7E9D20>
I<126012F012F812681208A31210A2122012401280050C7C9C0C>I<1380EA0100120212
065AA25AA25AA35AA412E0AC1260A47EA37EA27EA27E12027EEA0080092A7C9E10>I<7E
12407E12307EA27EA27EA37EA41380AC1300A41206A35AA25AA25A12205A5A092A7E9E10
>I<126012F0A212701210A41220A212401280040C7C830C>44 D<EAFFE0A20B0280890E>
I<126012F0A2126004047C830C>I<130113031306A3130CA31318A31330A31360A213C0
A3EA0180A3EA0300A31206A25AA35AA35AA35AA35AA210297E9E15>I<EA03C0EA0C30EA
1818EA300CA2EA700EEA6006A2EAE007ADEA6006A2EA700EEA300CA2EA1818EA0C30EA07
E0101D7E9B15>I<5A1207123F12C71207B3A5EAFFF80D1C7C9B15>I<EA07C0EA1830EA20
1CEA400C130EEAF00F12F81307A21270EA000F130EA2131CA213381370136013C0EA0180
EA0300EA0601120C1218EA1002EA3FFE127F12FF101C7E9B15>I<EA07E0EA1830EA201C
A2EA781E130E131E1238EA001CA2131813301360EA07C0EA0030131CA2130E130FA21270
12F8A3EAF00EEA401C1220EA1830EA07C0101D7E9B15>I<130CA2131C133CA2135C13DC
139CEA011C120312021204120C1208121012301220124012C0B512C038001C00A73801FF
C0121C7F9B15>I<EA300CEA3FF813F013C0EA2000A6EA23E0EA2C30EA3018131CEA200E
1200130FA3126012F0A3EA800EEA401E131CEA2038EA1870EA07C0101D7E9B15>I<13F0
EA030CEA0404EA0C0EEA181E1230130CEA7000A21260EAE3E0EAE430EAE818EAF00C130E
EAE0061307A51260A2EA7006EA300E130CEA1818EA0C30EA03E0101D7E9B15>I<124038
7FFF801400A2EA4002485AA25B485AA25B1360134013C0A212015BA21203A41207A66CC7
FC111D7E9B15>I<EA03E0EA0C30EA1008EA200C13061260A21270A2EA7C0CEA3E18EA3F
B0EA1FE0EA07F013F8EA18FCEA307EEA601E130FEAC0071303A4EA60021304EA300CEA1C
10EA07E0101D7E9B15>I<EA03C0EA0C30EA1818EA300C1270EA600EEAE006A21307A512
60EA700F1230EA1817EA0C27EA07C7EA0006A2130EEA300C127813181270EA2030EA10C0
EA0F80101D7E9B15>I<126012F0A212601200AA126012F0A2126004127C910C>I<126012
F0A212601200AA126012F0A212701210A41220A212401280041A7C910C>I<1306A3130F
A3EB1780A2EB37C01323A2EB43E01341A2EB80F0A338010078A2EBFFF83802003CA3487F
A2000C131F80001E5BB4EBFFF01C1D7F9C1F>65 D<B512C0380F00788080140E140FA414
0E141E5C14F8EBFFF0EB003C8080801580A5EC0F00A2141E1478B512E0191C7F9B1D>I<
90381F8080EBE0613801801938070007000E13035A14015A00781300A2127000F01400A8
007014801278A212386CEB0100A26C13026C5B380180083800E030EB1FC0191E7E9C1E>
I<B512C0380F00F0143C140E80A2EC038015C01401A215E0A815C0A21403158014071500
140E5C1470B512C01B1C7E9B20>I<B512FC380F003C140C1404A214061402A213011400
A35B13FF13037FA3140113001402A31406A2140C143CB512FC181C7E9B1C>I<B512F838
0F007814181408A2140C1404A213011400A35B13FF13037FA490C7FCA8EAFFF8161C7E9B
1B>I<90381F8080EBE0613801801938070007000E13035A14015A00781300A2127000F0
1400A6ECFFF0EC0F80007013071278A212387EA27E6C130B380180113800E06090381F80
001C1E7E9C21>I<39FFF0FFF0390F000F00AC90B5FCEB000FAD39FFF0FFF01C1C7F9B1F>
I<EAFFF0EA0F00B3A8EAFFF00C1C7F9B0F>I<3807FF8038007C00133CB3127012F8A213
38EA7078EA4070EA30E0EA0F80111D7F9B15>I<39FFF01FE0390F000780EC060014045C
5C5C5C5C49C7FC13021306130FEB17801327EB43C0EB81E013016D7E1478A280143E141E
80158015C039FFF03FF01C1C7F9B20>I<EAFFF8EA0F8090C7FCB01408A31418A2141014
301470EB01F0B5FC151C7E9B1A>I<B46CEBFF80000FECF800A2390BC00178A33809E002
A23808F004A3EB7808A3EB3C10A3EB1E20A3EB0F40A2EB0780A3EB0300121C3AFF8307FF
80211C7E9B26>I<B4EB1FF0390F8003809038C00100120BEA09E0EA08F0A21378133C13
3E131E130F14811307EB03C1EB01E114F113001479147D143D141FA2808080121CB46C7E
1C1C7F9B1F>I<EB3F80EBE0E03803803848487E000E7F487F003C148000381303007814
C0A20070130100F014E0A8007014C000781303A200381480003C1307001C14006C130E6C
5B6C6C5A3800E0E0EB3F801B1E7E9C20>I<B51280380F00E01478143C141C141EA5141C
143C147814E0EBFF8090C7FCACEAFFF0171C7E9B1C>I<B5FC380F01E0EB007880141C14
1EA4141C143C5CEB01E001FFC7FCEB01E0EB0070147880A61510A2141CA239FFF00E20C7
EA03C01C1D7E9B1F>82 D<3807E080EA1C19EA30051303EA600112E01300A36C13007E12
7CEA7FC0EA3FF8EA1FFEEA07FFC61380130FEB07C0130313011280A300C01380A238E003
00EAD002EACC0CEA83F8121E7E9C17>I<007FB512C038700F010060130000401440A200
C014201280A300001400B1497E3803FFFC1B1C7F9B1E>I<39FFF01FF0390F000380EC01
00B3A26C1302138000035BEA01C03800E018EB7060EB0F801C1D7F9B1F>I<3AFFE1FFC0
FF3A1F003E003C001E013C13186C6D1310A32607801F1320A33A03C0278040A33A01E043
C080A33A00F081E100A39038F900F3017913F2A2017E137E013E137CA2013C133C011C13
38A20118131801081310281D7F9B2B>87 D<39FFF07FC0390FC01E003807800CEBC00800
035B6C6C5A13F000005BEB7880137C013DC7FC133E7F7F80A2EB13C0EB23E01321EB40F0
497E14783801007C00027F141E0006131F001F148039FF807FF01C1C7F9B1F>I<39FFF0
03FC390F8001E00007EB00C06D13800003EB01006D5A000113026C6C5A13F8EB7808EB7C
18EB3C10EB3E20131F6D5A14C06D5AABEB7FF81E1C809B1F>I<EA1FC0EA3070EA78387F
12301200A2EA01FCEA0F1C12381270126000E01340A3EA603C38304E80381F870012127E
9115>97 D<12FC121CAA137CEA1D87381E0180381C00C014E014601470A6146014E014C0
381E018038190700EA10FC141D7F9C17>I<EA03F8EA0C0CEA181E1230EA700CEA600012
E0A61260EA70021230EA1804EA0C18EA03E00F127F9112>I<EB1F801303AAEA03F3EA0E
0BEA1807EA30031270126012E0A6126012701230EA1807EA0E1B3803E3F0141D7F9C17>
I<EA07E0EA0C30EA1818EA300CEA700EEA600612E0EAFFFEEAE000A41260EA70021230EA
1804EA0C18EA03E00F127F9112>I<13F8EA018CEA071E1206EA0E0C1300A6EAFFE0EA0E
00B0EA7FE00F1D809C0D>I<EB03803807C4C0EA1C783838388038301800EA701CA4EA30
18EA38386C5AEA27C00020C7FCA21230EA3FF86CB4FC1480EA2003386001C0EAC000A338
60018038300300EA1C0EEA07F8121C7F9215>I<12FC121CAA137C1387EA1D03001E1380
121CAD38FF9FF0141D7F9C17>I<1218123CA21218C7FCA712FC121CB0EAFF80091D7F9C
0C>I<13C0EA01E0A2EA00C01300A7EA07E01200B3A21260EAF0C012F1EA6180EA3E000B
25839C0D>I<12FC121CAAEB0FE0EB0780EB06005B13105B5B13E0121DEA1E70EA1C7813
38133C131C7F130F148038FF9FE0131D7F9C16>I<12FC121CB3A9EAFF80091D7F9C0C>I<
39FC7E07E0391C838838391D019018001EEBE01C001C13C0AD3AFF8FF8FF8021127F9124
>I<EAFC7CEA1C87EA1D03001E1380121CAD38FF9FF014127F9117>I<EA03F0EA0E1CEA18
06487E00701380EA600100E013C0A600601380EA700300301300EA1806EA0E1CEA03F012
127F9115>I<EAFC7CEA1D87381E0180001C13C0EB00E0A21470A614E0A2EB01C0001E13
80381D0700EA1CFC90C7FCA7B47E141A7F9117>I<3803E080EA0E19EA1805EA3807EA70
03A212E0A61270A2EA38071218EA0E1BEA03E3EA0003A7EB1FF0141A7F9116>I<EAFCE0
EA1D38EA1E78A2EA1C301300ACEAFFC00D127F9110>I<EA1F90EA2070EA4030EAC010A2
12E0EAF800EA7F80EA3FE0EA0FF0EA00F8EA8038131812C0A2EAE010EAD060EA8FC00D12
7F9110>I<1204A4120CA2121C123CEAFFE0EA1C00A91310A5120CEA0E20EA03C00C1A7F
9910>I<38FC1F80EA1C03AD1307120CEA0E1B3803E3F014127F9117>I<38FF07E0383C03
80381C0100A2EA0E02A2EA0F06EA0704A2EA0388A213C8EA01D0A2EA00E0A3134013127F
9116>I<39FF3FC7E0393C0703C0001CEB01801500130B000E1382A21311000713C4A213
203803A0E8A2EBC06800011370A2EB8030000013201B127F911E>I<38FF0FE0381E0700
EA1C06EA0E046C5AEA039013B0EA01E012007F12011338EA021C1204EA0C0E487E003C13
8038FE1FF014127F9116>I<38FF07E0383C0380381C0100A2EA0E02A2EA0F06EA0704A2
EA0388A213C8EA01D0A2EA00E0A31340A25BA212F000F1C7FC12F312661238131A7F9116
>I<EA7FFCEA70381260EA407013F013E0EA41C012031380EA0700EA0F04120E121CEA3C
0CEA380812701338EAFFF80E127F9112>I E /Fo 40 122 df<EB0FF0EB7FFC3801F80E
3803E01F48485AEA0F80A2141E140C91C7FCA4B6FCA2380F801FB2397FF0FFE0A21B237F
A21F>12 D<EAFFFCA40E047F8C13>45 D<1238127C12FEA3127C12381200A81238127C12
FEA3127C123807167C9510>58 D<1470A214F8A3497EA2497EA3EB067FA2010C7F143FA2
496C7EA201307F140F01707FEB6007A201C07F90B5FC4880EB8001A2D803007F14004880
000680A23AFFE007FFF8A225227EA12A>65 D<B67E15F03907F001F86E7E157EA2157FA5
157E15FE5DEC03F890B55AA29038F001FCEC007E811680151F16C0A6ED3F80A2ED7F00EC
01FEB612F815C022227EA128>I<D903FE138090381FFF819038FF01E33901F8003FD803
E0131F4848130F48481307121F48C71203A2481401127EA200FE91C7FCA8127EED018012
7F7E15036C6C1400120F6C6C1306D803F05B6C6C13386CB413F090381FFFC0D903FEC7FC
21227DA128>I<B67E15F03907F003FCEC007E81ED1F80ED0FC0ED07E0A216F01503A316
F8A916F0A3ED07E0A2ED0FC0ED1F80ED3F00157EEC03FCB612F0158025227EA12B>I<D9
03FE134090391FFFC0C090387F00F1D801F8133F4848130FD807C01307000F1403485A48
C71201A2481400127EA200FE1500A791380FFFFC127E007F9038001FC0A27EA26C7E6C7E
6C7E6C7ED801FC133F39007F80E790381FFFC30103130026227DA12C>71
D<B51280A23807F000B3ACB51280A211227EA115>73 D<B538803FFCA23A07F0000380ED
0700150E15185D15E04A5A4A5A4AC7FC140E1418143C14FCEBF1FEEBF3FFEBF77F9038FE
3F8001F87F496C7E140F6E7E816E7E1401816E7E81ED3F8016C0ED1FE0B53881FFFEA227
227EA12C>75 D<B512C0A2D807F0C7FCB31518A41538A21570A215F014011407B6FCA21D
227EA122>I<D8FFF0EC0FFF6D5C000716E0D806FC1437A3017E1467A26D14C7A290391F
800187A290390FC00307A3903807E006A2903803F00CA2903801F818A3903800FC30A2EC
7E60A2EC3FC0A2EC1F80A3EC0F00D8FFF091B5FC140630227EA135>I<B512FEECFFC039
07F007F0EC01F86E7E157E157FA6157E5D4A5AEC07F090B512C05D9038F00FE06E7E6E7E
6E7EA81606EC00FEEDFF0CB538803FF8ED0FF027227EA12A>82 D<3801FE023807FF8638
1F01FE383C007E007C131E0078130EA200F81306A27E1400B4FC13E06CB4FC14C06C13F0
6C13F86C13FC000313FEEA003F1303EB007F143FA200C0131FA36C131EA26C133C12FCB4
13F838C7FFE00080138018227DA11F>I<007FB61280A2397E03F80F0078140700701403
0060140100E015C0A200C01400A400001500B3A248B512F0A222227EA127>I<B53A0FFF
F00FFEA2260FF00090C712E000076E14C0A26C6C90393F800180A26D14C00001EE0300A2
6D496C5A0000026F1306A2017F9038C7F00CA2028113F8013F01835BA29139C301FC3801
1F153016FE90260FE6005BA202FEEBFFE06D486D5AA26D486D5AA36D486DC7FCA36D4813
0EA237227FA13A>87 D<B5EB0FFEA2D807F8EB00C015016C6C14806DEB030000015C6C6C
13065D90387F801C90383FC018153890381FE0306D6C5A15E06D6C5A903803FD8014FF6D
90C7FC5C1300AC90381FFFF0A227227FA12A>89 D<EA0FFC383FFF80387E07C0EB03E013
0114F0123C1200A2133FEA03FDEA1FC1EA3F01127E12FCA4EA7E02EB0CF8381FF87F3807
E03F18167E951B>97 D<B4FCA2121FABEB0FE0EB3FF8EBE07CEB803E497EEC0F80A215C0
A81580141F01801300EBC03E381EE07C381C3FF838180FC01A237EA21F>I<EBFF800007
13E0380F83F0EA1F03123E127E387C01E090C7FC12FCA6127C127EA2003E13186C133038
0FC0603807FFC0C6130015167E9519>I<EB01FEA2EB003EABEA01FC3807FFBE380F81FE
381F007E003E133E127E127C12FCA8127CA26C137E6C13FE380F83BE3907FF3FC0EA01FC
1A237EA21F>I<13FE3807FF80380F87C0381E01E0003E13F0EA7C0014F812FCA2B5FCA2
00FCC7FCA3127CA2127E003E13186C1330380FC0703803FFC0C6130015167E951A>I<EB
1FC0EB7FE0EBF1F0EA01E31203EA07C3EBC1E0EBC000A6EAFFFEA2EA07C0B2EA3FFCA214
2380A211>I<3801FE0F3907FFBF80380F87C7381F03E7391E01E000003E7FA5001E5BEA
1F03380F87C0EBFF80D809FEC7FC0018C8FCA2121C381FFFE06C13F86C13FE001F7F383C
003F48EB0F80481307A40078EB0F006C131E001F137C6CB45A000113C019217F951C>I<
B4FCA2121FABEB07E0EB1FF8EB307CEB403CEB803EA21300AE39FFE1FFC0A21A237EA21F
>I<121C123E127FA3123E121CC7FCA7B4FCA2121FB2EAFFE0A20B247EA310>I<B4FCA212
1FABECFF80A2EC38001460495A495A49C7FC130E5B137E13FF13CFEB0F806D7E6D7E1301
806D7E147C143C39FFE0FFC0A21A237EA21E>107 D<B4FCA2121FB3ADEAFFE0A20B237E
A210>I<3AFF07F007F090391FFC1FFC3A1F303E303E01401340496C487EA201001300AE
3BFFE0FFE0FFE0A22B167E9530>I<38FF07E0EB1FF8381F307CEB403CEB803EA21300AE
39FFE1FFC0A21A167E951F>I<13FE3807FFC0380F83E0381E00F0003E13F848137CA300
FC137EA7007C137CA26C13F8381F01F0380F83E03807FFC03800FE0017167E951C>I<38
FF0FE0EB3FF8381FE07CEB803E497E1580A2EC0FC0A8EC1F80A29038803F00EBC03EEBE0
FCEB3FF8EB0FC090C8FCA8EAFFE0A21A207E951F>I<EBFE033807FF87380FC1C7381F00
6F48133F127E80127C12FCA7127EA2003E5B6C5B380FC1DF3807FF9F3801FC1FC7FCA8EC
FFE0A21B207E951E>I<EAFE1FEB3FC0381E67E013C71387A2381F83C090C7FCADEAFFF0
A213167E9517>I<EA0FF3EA3FFFEA781FEA6007EAE003A212F000FCC7FCEA7FE013F8EA
3FFEEA0FFF120138000F80EAC007130312E0A238F00700EAFC0EEAEFFCEAC7F011167E95
16>I<487EA41203A21207A2120F123FB5FCA2EA0F80ABEB8180A5EB8300EA07C3EA03FE
EA00F811207F9F16>I<38FF01FEA2381F003EAF147E14FE380F81BE3907FF3FC0EA01FC
1A167E951F>I<39FFE01FE0A2391F800700000F1306EBC00E0007130C13E000035BA26C
6C5AA26C6C5AA2EB7CC0A2137F6D5AA26DC7FCA2130EA21B167F951E>I<3AFFE3FF07F8
A23A1F007800C09038807C01000F1580A23A07C07E030014DE5D3903E1DF06148FD801F1
138CEBF307A2D800FF13D8EBFE0315F890387C01F0A2013C5BEB3800A225167F9528>I<
39FFE01FE0A2391F800700000F1306EBC00E0007130C13E000035BA26C6C5AA26C6C5AA2
EB7CC0A2137F6D5AA26DC7FCA2130EA2130CA25B1278EAFC3813305BEA69C0EA7F80001F
C8FC1B207F951E>121 D E /Fp 26 122 df<B51280A611067F9016>45
D<B612FCEDFF8016E03A03FC001FF8ED03FCED00FE167FEE3F80EE1FC0A2EE0FE0A2EE07
F0A417F8AA17F0A3EE0FE0A217C0161FEE3F80EE7F005EED03FCED1FF8B75A168003FCC7
FC2D297EA834>68 D<91387FE003903907FFFC07011FEBFF0F90397FF00F9F9039FF0001
FFD801FC7F484880484880484880485A82485A82127FA290CAFC5AA892B512F87E7F0300
1300123FA26C7EA26C7E6C7E6C7E6C7E6CB45B90387FF007011FB5129F0107EBFE0F9039
007FF0032D297CA835>71 D<B500F0EBFFFEA3D803FCC7EA0F00161E5E5E16E0ED03C04B
5A4BC7FC151E5D15F04A5A4A5A1407140F4A7EEC7FF04A7EEBFDE79038FFC3FCEC83FE90
38FE01FF497E6F7E826F7E151F6F7E8215076F7E6F7E8281EE7F80B539F00FFFFEA32F29
7EA835>75 D<D8FFFE92383FFF80A26D5D0003EFE000A2D9BF8014EFA2D99FC0EB01CFA2
D98FE0EB038FA3D987F0EB070FA2D983F8130EA2D981FC131CA3D980FE1338A2027F1370
A291383F80E0A391381FC1C0A291380FE380A2913807F700A3EC03FEA26E5AA26E5AD8FF
FE0203B51280A2157039297DA840>77 D<9038FF80600003EBF0E0000F13F8381F80FD38
3F001F003E1307481303A200FC1301A214007EA26C140013C0EA7FFCEBFFE06C13F86C13
FE80000714806C14C0C6FC010F13E0EB007FEC1FF0140F140700E01303A46C14E0A26C13
076C14C0B4EB0F80EBE03F39E3FFFE0000E15B38C01FF01C297CA825>83
D<B500F0EBFFFEA3D803FCC7EA0380B3AA0001ED07007F0000150E137F6D143CD91FC05B
90390FF003F06DB55A01001480DA1FFCC7FC2F297EA834>85 D<3803FF80000F13F0381F
01FC383F80FE147F801580EA1F00C7FCA4EB3FFF3801FC3FEA0FE0EA1F80EA3F00127E5A
A4145F007E13DF393F839FFC381FFE0F3803FC031E1B7E9A21>97
D<EAFFE0A3120FACEBE1FE9038EFFF809038FE07E09038F803F09038F001F89038E000FC
A2157EA2157FA8157EA315FCA29038F001F89038F803F090389C0FE090380FFF80390E01
FC00202A7EA925>I<EB3FF03801FFFC3803F03E380FC07FEA1F80EA3F00A248133E007E
90C7FCA212FEA7127EA2127F6CEB03801380001FEB0700380FE00E3803F83C3801FFF838
003FC0191B7E9A1E>I<EC7FF0A31407ACEB3F873801FFF73807F03F380FC00F381F8007
EA3F00A2127EA312FEA8127EA27EA2381F800F380FC01F3907E07FFF3801FFE738007F87
202A7EA925>I<EB3FC03801FFF03803E07C380F803E001F7F130048EB0F80127E15C0A2
00FE1307A2B6FCA248C8FCA3127EA2127F6CEB01C07E390F8003803907C007003803F01E
3800FFFCEB3FE01A1B7E9A1F>I<EB07F8EB3FFCEB7E3E3801FC7FEA03F813F01207143E
1400A7B512C0A33807F000B3A3387FFF80A3182A7EA915>I<9038FF80F00003EBE3F839
0FC1FE1C391F007C7C48137E003EEB3E10007EEB3F00A6003E133E003F137E6C137C380F
C1F8380BFFE00018138090C8FC1238A2123C383FFFF814FF6C14C06C14E06C14F0121F38
3C0007007CEB01F8481300A4007CEB01F0A2003FEB07E0390FC01F806CB5120038007FF0
1E287E9A22>I<1207EA0F80EA1FC0EA3FE0A3EA1FC0EA0F80EA0700C7FCA7EAFFE0A312
0FB3A3EAFFFEA30F2B7EAA12>105 D<EAFFE0A3120FB3B2EAFFFEA30F2A7EA912>108
D<26FFC07FEB1FC0903AC1FFC07FF0903AC307E0C1F8D80FC49038F101FC9039C803F200
01D801FE7F01D05BA201E05BB03CFFFE3FFF8FFFE0A3331B7D9A38>I<38FFC07E9038C1
FF809038C30FC0D80FC413E0EBC80701D813F013D0A213E0B039FFFE3FFFA3201B7D9A25
>I<EB3FE03801FFFC3803F07E390FC01F80391F800FC0393F0007E0A2007EEB03F0A300
FE14F8A8007E14F0A26CEB07E0A2391F800FC0390FC01F803907F07F003801FFFC38003F
E01D1B7E9A22>I<38FFE1FE9038EFFF809038FE0FE0390FF803F09038F001F801E013FC
140015FEA2157FA8157E15FEA215FC140101F013F89038F807F09038FC0FE09038EFFF80
9038E1FC0001E0C7FCA9EAFFFEA320277E9A25>I<38FFC1F0EBC7FCEBC63E380FCC7F13
D813D0A2EBF03EEBE000B0B5FCA3181B7F9A1B>114 D<3803FE30380FFFF0EA3E03EA78
00127000F01370A27E00FE1300EAFFE06CB4FC14C06C13E06C13F0000713F8C6FCEB07FC
130000E0137C143C7E14387E6C137038FF01E038E7FFC000C11300161B7E9A1B>I<13E0
A41201A31203A21207120F381FFFE0B5FCA2380FE000AD1470A73807F0E0000313C03801
FF8038007F0014267FA51A>I<39FFE07FF0A3000F1307B2140FA2000713173903F067FF
3801FFC738007F87201B7D9A25>I<3BFFFC7FFC1FFCA33B0FE00FE001C02607F007EB03
80A201F8EBF00700031600EC0FF801FC5C0001150EEC1FFC2600FE1C5B15FE9039FF387E
3C017F1438EC787F6D486C5A16F0ECE01F011F5CA26D486C5AA2EC800701075CA22E1B7F
9A31>119 D<39FFFC03FFA3390FF000F0000714E07F0003EB01C0A2EBFC0300011480EB
FE070000140013FFEB7F0EA2149EEB3F9C14FC6D5AA26D5AA36D5AA26D5AA25CA2130700
3890C7FCEA7C0FEAFE0E131E131C5BEA74F0EA3FE0EA0F8020277F9A23>121
D E end
%%EndProlog
%%BeginSetup
%%Feature: *Resolution 300dpi
TeXDict begin
%%EndSetup
%%Page: 1 1
1 0 bop 18 79 a Fp(Designing)23 b(Scripts)h(to)e(Guide)h(Users)e(in)j
(Mo)r(difying)f(Kno)n(wledge-based)856 145 y(Systems)592
275 y Fo(Marcelo)18 b(T)-5 b(allis)19 b(and)g(Y)-5 b(olanda)19
b(Gil)702 321 y Fn(Information)11 b(Sciences)16 b(Institute)673
366 y(Univ)o(ersit)o(y)e(of)f(Southern)i(California)734
412 y(Marina)e(del)h(Rey)m(,)f(CA)h(90292)690 458 y Fm([email protected])p
Fn(,)c Fm([email protected])141 -175 y Fl(In)15 b(Pr)n(o)n(c)n(e)n(e)n(dings)
g(of)g(the)g(Sixte)n(enth)g(National)g(Confer)n(enc)n(e)g(on)g(A)o
(rti\014cial)f(Intel)r(ligenc)n(e)g(\(AAAI-99\),)707
-129 y(July)g(1999,)i(Orlando,)e(Florida)331 625 y Fk(Abstract)8
692 y Fj(Kno)o(wledge)f(Acquisition)h(\(KA\))d(Scripts)i(capture)f(t)o
(yp-)8 734 y(ical)g(mo)q(di\014cation)h(sequences)f(that)e(users)h
(follo)o(w)g(when)8 775 y(they)16 b(mo)q(dify)h(kno)o(wledge)g(bases.)
25 b(KA)15 b(to)q(ols)h(can)g(use)8 817 y(these)c(Scripts)h(to)f(guide)
h(users)f(in)h(making)g(these)f(mo)q(d-)8 859 y(i\014cations,)17
b(ensuring)f(that)f(they)g(follo)o(w)h(all)f(the)g(rami-)8
900 y(\014cations)f(of)f(the)g(c)o(hange)h(un)o(til)g(it)f(is)h
(completed.)k(This)8 942 y(pap)q(er)e(describ)q(es)g(our)f(approac)o(h)
h(to)f(design,)h(dev)o(elop,)8 983 y(and)f(organize)i(a)d(library)j(of)
d(KA)g(Scripts.)23 b(W)m(e)15 b(rep)q(ort)8 1025 y(the)i(results)h(of)f
(three)h(di\013eren)o(t)g(analysis)i(to)d(dev)o(elop)8
1066 y(this)g(library)m(,)i(including)h(a)c(detailed)j(study)e(of)f
(actual)8 1108 y(mo)q(di\014cation)24 b(scenarios)g(in)e(t)o(w)o(o)f
(kno)o(wledge)i(bases.)8 1149 y(In)16 b(addition)i(to)e(iden)o(tifying)
i(a)e(go)q(o)q(d)h(n)o(um)o(b)q(er)g(of)e(KA)8 1191 y(Scripts,)f(w)o(e)
f(found)h(a)g(set)f(of)g(useful)i(attributes)f(to)g(de-)8
1232 y(scrib)q(e)20 b(and)g(organize)g(the)f(KA)f(Scripts.)36
b(These)19 b(at-)8 1274 y(tributes)13 b(allo)o(w)g(us)g(to)e(analyze)j
(the)e(size)h(of)e(the)i(library)8 1315 y(and)e(generate)h(new)f(KA)f
(Scripts)i(in)f(a)g(systematic)h(w)o(a)o(y)m(.)8 1357
y(W)m(e)e(ha)o(v)o(e)g(implemen)o(ted)i(a)d(p)q(ortion)i(of)f(this)g
(library)i(and)8 1398 y(conducted)f(t)o(w)o(o)d(di\013eren)o(t)j
(studies)f(to)f(ev)n(aluate)i(it.)16 b(The)8 1440 y(result)i(of)f(this)
h(ev)n(aluation)h(sho)o(w)o(ed)f(a)f(15)g(to)g(52)g(p)q(er-)8
1481 y(cen)o(t)h(time)g(sa)o(vings)h(in)f(mo)q(difying)i(kno)o(wledge)f
(bases)8 1523 y(and)c(that)f(the)g(library)j(included)f(relev)n(an)o(t)
g(and)e(useful)8 1564 y(KA)e(Scripts)j(to)e(assist)h(users)f(in)h
(realistic)h(settings.)268 1674 y Fo(In)n(tro)r(duction)-75
1731 y Fn(Dev)o(eloping)8 b(Kno)o(wledge)i(Acquisition)f(\(KA\))h(to)q
(ols)f(that)h(help)-75 1776 y(users)23 b(create)f(and)f(main)o(tain)d
(kno)o(wledge)j(bases)h(\(KBs\))h(is)-75 1822 y(an)17
b(imp)q(ortan)o(t)f(researc)o(h)j(issue)f(for)f(AI.)g(Once)h(a)f
(protot)o(yp)q(e)-75 1868 y(kno)o(wledge)f(base)g(is)g(initially)d(dev)
o(elop)q(ed,)j(users)i(w)o(ould)c(lik)o(e)-75 1913 y(to)c(main)o(tain)e
(and)i(extend)h(it)f(throughout)g(its)g(lifetime.)15
b(Users)-75 1959 y(need)i(KA)e(to)q(ols)h(to)f(guide)g(them)g(mak)o(e)f
(these)j(c)o(hanges,)f(b)q(e-)-75 2004 y(cause)25 b(it)e(is)h(hard)g
(for)g(them)f(to)h(foresee)h(and)f(follo)o(w)e(up)-75
2050 y(on)d(all)g(the)h(e\013ects)h(and)f(implications)d(of)i(eac)o(h)h
(individual)-75 2096 y(mo)q(di\014cation)d(that)j(they)g(mak)o(e.)34
b(Script-based)20 b(KA)g(to)q(ols)-75 2141 y(\(Gil)j(&)h(T)m(allis)e
(1997\))i(help)g(users)h(follo)o(w)e(t)o(ypical)g(mo)q(di-)-75
2187 y(\014cation)d(pro)q(cedures)j(\()p Fl(KA)e(Scripts)p
Fn(\),)h(ensuring)f(that)f(they)-75 2233 y(follo)o(w)i(up)h(the)h
(e\013ects)i(of)d(eac)o(h)h(individual)d(c)o(hange)j(and)-75
2278 y(complete)d(the)g(o)o(v)o(erall)g(mo)q(di\014cation.)38
b(This)21 b(kind)f(of)h(ap-)-75 2324 y(proac)o(h)d(has)g(also)g(b)q
(een)h(sho)o(wn)f(to)g(b)q(e)h(useful)f(for)g(dev)o(elop-)-75
2370 y(ing)h(soft)o(w)o(are)h(\(W)m(aters)h(1985;)d(Johnson)i(&)h(F)m
(eather)f(1991;)-75 2415 y(Johnson,)e(F)m(eather,)g(&)f(Harris)h
(1992\),)f(and)g(for)f(dev)o(eloping)-75 2461 y(in)o(telligen)o(t)h
(assistan)o(ts)h(for)g(common)d(tasks)k(\(e.g.,)e(the)i(wiz-)-75
2507 y(ards)g(that)f(are)h(no)o(w)e(a)h(part)h(of)e(man)o(y)g
(commercial)e(to)q(ols\).)p -75 2541 250 2 v -23 2568
a Fi(1)-6 2583 y Fj(Cop)o(yrigh)o(t)189 2582 y(c)178
2583 y Fh(\015)q Fj(1999,)i(American)h(Asso)q(ciation)h(for)d
(Arti\014cial)-75 2625 y(In)o(telligence)g(\(www.aaai.org\).)g(All)e
(righ)o(ts)g(reserv)o(ed.)1031 642 y Fn(Previous)24 b(w)o(ork)f(has)g
(sho)o(w)o(ed)h(promising)d(results)j(with)f(a)1031 687
y(scripts-based)d(to)q(ol)d(that)h(con)o(tained)h(a)e(limited)f(set)j
(of)f(KA)1031 733 y(Scripts)j(\(Gil)e(&)i(T)m(allis)d(1997\).)36
b(W)m(e)20 b(set)h(out)f(to)g(scale)h(up)1031 778 y(this)14
b(approac)o(h)f(and)g(dev)o(elop)g(a)g(library)g(of)f(KA)i(Scripts)g
(that)1031 824 y(w)o(ould)i(pro)o(vide)g(a)g(more)f(extensiv)o(e)j(co)o
(v)o(erage)f(of)e(situations)1031 870 y(when)20 b(users)i(mo)q(dify)17
b(kno)o(wledge)i(bases.)36 b(W)m(e)20 b(found)f(that)1031
915 y(there)j(are)f(man)o(y)d(w)o(a)o(ys)i(to)g(de\014ne)i(these)g
(Scripts,)g(that)e(it)1031 961 y(is)c(hard)g(to)f(\014nd)h(the)h
(appropriate)f(lev)o(el)f(of)g(generalit)o(y)m(,)g(and)1031
1007 y(that)j(it)g(is)g(c)o(hallenging)f(to)h(generate)i(KA)e(Scripts)h
(system-)1031 1052 y(atically)e(to)i(ensure)h(go)q(o)q(d)e(co)o(v)o
(erage.)33 b(This)18 b(pap)q(er)i(rep)q(orts)1031 1098
y(our)12 b(\014ndings)g(in)f(all)f(these)j(areas.)18
b(The)12 b(pap)q(er)h(also)e(describ)q(es)1031 1144 y(three)22
b(di\013eren)o(t)f(analyses)g(that)f(w)o(e)g(conducted,)j(eac)o(h)e
(un-)1031 1189 y(v)o(eiling)15 b(di\013eren)o(t)j(insigh)o(ts)e(ab)q
(out)g(ho)o(w)h(to)f(p)q(opulate)g(a)h(KA)1031 1235 y(Script)e(library)
m(.)1073 1287 y(First,)d(w)o(e)f(carried)i(out)e(an)h(analysis)e(of)h
(the)i(follo)o(w-up)c(pro-)1031 1333 y(cedures)15 b(for)e(ev)o(ery)h(p)
q(ossible)f(syn)o(tactic)h(mo)q(di\014cation)c(to)j(the)1031
1379 y(elemen)o(ts)19 b(of)f(a)g(kno)o(wledge-based)h(systems)f
(\(KBSs\).)34 b(The)1031 1424 y(result)19 b(w)o(as)g(a)f(set)h(of)f(KA)
h(scripts)g(that)g(has)f(pro)o(v)o(en)h(to)f(b)q(e)1031
1470 y(complete)12 b(in)f(its)h(co)o(v)o(erage)h(but)f(to)q(o)f
(general)i(to)e(pro)o(vide)h(use-)1031 1516 y(ful)h(guidance)h(to)g
(users.)1073 1568 y(Second,)21 b(w)o(e)f(carried)g(out)g(a)f(detailed)g
(analysis)g(of)g(KBS)1031 1614 y(mo)q(di\014cation)13
b(scenarios.)23 b(The)15 b(results)i(obtained)e(from)e(this)1031
1659 y(analysis)i(w)o(ere)h(the)g(rev)o(erse)i(of)d(those)h(from)e(the)
i(prior)f(anal-)1031 1705 y(ysis,)26 b(whic)o(h)e(w)o(as)f(not)h
(satisfactory)f(either.)48 b(Using)24 b(this)1031 1751
y(metho)q(d)12 b(w)o(e)g(obtained)g(KA)h(Scripts)g(that)f(pro)o(v)o(ed)
h(to)f(b)q(e)h(v)o(ery)1031 1796 y(useful)f(to)f(users.)19
b(Unfortunately)m(,)11 b(this)g(metho)q(d)g(cannot)g(pro-)1031
1842 y(duce)i(a)f(complete)g(set)h(of)e(KA)i(Scripts.)18
b(There)c(are)e(few)g(other)1031 1888 y(rep)q(orts)k(in)d(the)h
(literature)h(of)e(what)h(kinds)g(of)f(mo)q(di\014cations)1031
1933 y(are)h(made)f(to)h(kno)o(wledge)f(bases,)i(and)e(they)h(are)h
(often)e(anec-)1031 1979 y(dotal.)40 b(W)m(e)21 b(rep)q(ort)h(the)g
(results)h(of)e(this)g(analysis)g(in)g(de-)1031 2025
y(tail,)10 b(so)i(other)f(researc)o(hers)j(can)e(b)q(ene\014t)g(from)e
(this)h(empirical)1031 2070 y(p)q(ersp)q(ectiv)o(e)19
b(on)d(what)g(are)h(t)o(ypical)e(kno)o(wledge)h(acquisition)1031
2116 y(tasks.)1073 2168 y(Finally)m(,)21 b(w)o(e)i(com)o(bined)e(b)q
(oth)h(analyses)g(to)g(conceiv)o(e)h(a)1031 2214 y(metho)q(d)16
b(that)h(turned)h(to)f(b)q(e)g(satisfactory)g(in)f(b)q(oth,)i(co)o(v)o
(er-)1031 2260 y(age)13 b(as)g(w)o(ell)f(as)g(user)i(supp)q(ort.)19
b(The)13 b(problem)e(with)h(our)h(\014rst)1031 2305 y(analysis)f(w)o
(as)g(that)g(an)g(indication)f(of)h(a)g(syn)o(tactic)h(c)o(hange)f(to)
1031 2351 y(a)h(KBS)h(elemen)o(t)f(w)o(as)g(to)q(o)h(general)f(to)g
(determine)h(an)f(op)q(era-)1031 2397 y(tiv)o(e)f(pro)q(cedure)h(for)e
(follo)o(wing)e(up)i(that)h(c)o(hange.)17 b(W)m(e)11
b(needed)1031 2442 y(a)16 b(more)f(sp)q(eci\014c)j(description)f(of)e
(the)i(c)o(hange)g(as)f(w)o(ell)f(as)i(of)1031 2488 y(the)f(situation)e
(in)h(whic)o(h)g(that)g(c)o(hange)g(w)o(as)g(p)q(erformed)g(and)1031
2534 y(the)20 b(strategy)f(c)o(hosen)h(to)e(follo)o(w)f(up)i(that)g(c)o
(hange.)33 b(These)1031 2579 y(more)15 b(sp)q(eci\014c)j(descriptions)f
(could)f(b)q(e)g(generated)i(b)o(y)d(com-)1031 2625 y(bining)c(all)g(p)
q(ossible)i(v)n(alues)f(for)f(a)h(set)h(of)f(de\014ning)g(attributes)p
eop
%%Page: 2 2
2 1 bop -75 -33 a Fn(of)14 b(a)g(KA)h(Script.)20 b(A)15
b(set)g(of)f(attributes)h(w)o(as)f(determined)h(b)o(y)-75
12 y(analyzing)e(KBS)h(mo)q(di\014cation)e(scenarios.)-33
61 y(W)m(e)h(used)h(this)g(set)h(of)e(attributes)h(to)g(generate)h
(systemati-)-75 106 y(cally)g(a)g(subset)i(of)d(the)j(KA)e(Scripts)i
(library)m(,)d(whic)o(h)h(w)o(e)h(im-)-75 152 y(plemen)o(ted.)28
b(Our)18 b(preliminary)e(tests)i(with)f(sub)r(jects)j(sho)o(w)-75
198 y(a)f(15)h(to)f(52)g(p)q(ercen)o(t)j(impro)o(v)o(emen)o(t)17
b(in)i(terms)g(of)g(time)g(to)-75 243 y(complete)14 b(a)g(mo)q
(di\014cation.)k(W)m(e)c(also)f(conducted)j(an)f(exp)q(er-)-75
289 y(imen)o(t)e(in)g(a)h(realistic)g(setting,)g(using)g(\014v)o(e)g
(mo)q(di\014cation)e(sce-)-75 335 y(narios)19 b(to)h(a)f(kno)o(wledge)h
(base)g(that)f(w)o(ere)i(prop)q(osed)g(b)o(y)e(a)-75
380 y(third)d(part)o(y)m(.)22 b(Our)17 b(Script-Based)g(KA)f(to)q(ol)e
(found)i(relev)n(an)o(t)-75 426 y(scripts)f(to)f(guide)f(the)i(user)g
(in)e(most)g(situations.)-33 474 y(The)e(rest)g(of)g(the)g(pap)q(er)g
(is)g(organized)f(as)h(follo)o(ws.)k(First)c(w)o(e)-75
520 y(in)o(tro)q(duce)16 b(some)e(bac)o(kground)h(on)g(script-based)h
(kno)o(wledge)-75 566 y(acquisition)e(and)h(our)g(framew)o(ork)f(for)h
(represen)o(ting)i(kno)o(wl-)-75 611 y(edge.)25 b(F)m(ollo)o(wing)13
b(that,)j(w)o(e)g(discuss)h(some)e(imp)q(ortan)o(t)g(con-)-75
657 y(siderations)d(for)g(dev)o(eloping)f(a)h(KA)g(script)h(library)m
(.)j(Then)c(w)o(e)-75 703 y(describ)q(e)17 b(eac)o(h)e(one)h(of)e(the)i
(analyses)f(that)g(w)o(e)g(ha)o(v)o(e)g(carried)-75 748
y(out)20 b(and)f(rep)q(ort)i(on)f(their)g(results.)37
b(Finally)18 b(w)o(e)i(describ)q(e)-75 794 y(our)15 b(implemen)o
(tation)d(of)j(a)g(SBKA)i(to)q(ol)d(and)i(presen)o(t)h(some)-75
840 y(results)e(from)d(its)i(ev)n(aluation.)-39 942 y
Fo(Bac)n(kground:)24 b(Script-based)18 b(Kno)n(wledge)283
1000 y(Acquisition)-75 1067 y Fn(The)24 b(script-based)h(kno)o(wledge)e
(acquisition)f(\(SBKA\))j(ap-)-75 1113 y(proac)o(h)20
b(\(Gil)e(&)i(T)m(allis)d(1997\))i(w)o(as)g(conceiv)o(ed)i(to)e(supp)q
(ort)-75 1158 y(users)e(in)e(completing)f(a)h(KBS)h(mo)q(di\014cation.)
21 b(KBS)16 b(mo)q(di\014-)-75 1204 y(cations)11 b(usually)g(require)h
(c)o(hanging)f(sev)o(eral)g(related)h(parts)g(of)-75
1250 y(a)j(system.)21 b(Iden)o(tifying)14 b(all)g(of)g(the)i(related)g
(p)q(ortions)f(of)f(the)-75 1295 y(system)i(that)g(need)h(to)f(b)q(e)h
(c)o(hanged)f(and)g(determining)f(ho)o(w)-75 1341 y(to)d(c)o(hange)h
(them)f(is)g(hard)g(for)g(users)i(to)f(\014gure)g(out.)k(F)m(urther-)
-75 1387 y(more,)10 b(if)f(the)i(mo)q(di\014cation)d(is)j(not)f
(completed,)g(the)h(KBS)g(will)-75 1432 y(b)q(e)k(left)e(inconsisten)o
(t.)-33 1481 y(T)m(o)24 b(assist)h(users)i(in)d(p)q(erforming)g(all)g
(of)g(the)i(required)-75 1526 y(c)o(hanges,)12 b(a)f(KA)h(to)q(ol)e
(needs)j(to)e(understand)h(ho)o(w)f(c)o(hanges)h(in)-75
1572 y(di\013eren)o(t)f(parts)g(of)f(the)h(system)f(are)h(related.)17
b(In)10 b(script-based)-75 1618 y(kno)o(wledge-acquisition)h(this)i(is)
f(ac)o(hiev)o(ed)h(b)o(y)f(incorp)q(orating)-75 1663
y(a)i(library)g(of)g Fl(know)r(le)n(dge-ac)n(quisition)i(scripts)p
Fn(,)e(whic)o(h)g(repre-)-75 1709 y(sen)o(t)i(protot)o(ypical)e(pro)q
(cedures)j(for)e(mo)q(difying)d(kno)o(wledge-)-75 1755
y(based)20 b(systems.)35 b(KA)20 b(scripts)h(pro)o(vide)e(a)h(con)o
(text)g(for)f(re-)-75 1800 y(lating)e(individual)e(c)o(hanges)k(of)e
(di\013eren)o(t)i(parts)g(of)e(a)g(KBS,)-75 1846 y(and)i(hence)h
(enabling)f(the)g(analysis)g(of)f(eac)o(h)i(c)o(hange)f(from)-75
1892 y(the)14 b(p)q(ersp)q(ectiv)o(e)j(of)c(the)h(o)o(v)o(erall)f(mo)q
(di\014cation.)-33 1940 y(Figure)20 b(1)g(sho)o(ws)g(an)g(example)f(of)
h(a)f(t)o(ypical)h(pro)q(cedure)-75 1986 y(for)j(mo)q(difying)d(a)j
(KBS.)g(In)g(our)g(kno)o(wledge)g(represen)o(ta-)-75
2031 y(tion)17 b(framew)o(ork)e(whic)o(h)j(is)f(EXPECT)h(\(Gil)e(&)h
(Melz)h(1996;)-75 2077 y(Sw)o(artout)k(&)h(Gil)d(1995;)h(Gil)g(1994\),)
i(a)e(kno)o(wledge-based)-75 2123 y(system)c(includes)i(a)e(mo)q(del)f
(of)h(the)h(domain)e(and)h(problem-)-75 2168 y(solving)j(metho)q(ds)h
(for)h(ac)o(hieving)e(goals)h(in)g(that)g(domain.)-75
2214 y(The)e(domain)e(mo)q(del)h(describ)q(es)j(concepts,)g(relations,)
f(and)-75 2260 y(their)15 b(instances.)22 b(A)15 b(problem)e(solving)h
(metho)q(d)g(\(or)g Fl(metho)n(d)-75 2305 y Fn(for)i(short\))h(consist)
h(of)e(a)g Fl(c)n(ap)n(ability)h(description)f Fn(that)h(indi-)-75
2351 y(cates)e(the)f(goals)f(that)h(the)g(metho)q(d)f(is)h(able)g(to)f
(ac)o(hiev)o(e,)h(and)-75 2397 y(a)k Fl(b)n(o)n(dy)g
Fn(that)g(describ)q(es)i(a)e(pro)q(cedure)i(for)e(ac)o(hieving)f(those)
-75 2442 y(goals.)i(The)14 b(b)q(o)q(dy)h(pro)q(cedure)h(can)f(include)
f Fl(sub)n(go)n(al)i(expr)n(es-)-75 2488 y(sions)h Fn(that)g(ha)o(v)o
(e)g(to)g(b)q(e)h(solv)o(ed)f(b)o(y)g(other)g(metho)q(ds)g(whose)-75
2534 y(capabilit)o(y)12 b(subsumes)h(the)h(p)q(osted)g(subgoal.)j(The)d
(metho)q(d's)-75 2579 y(b)q(o)q(dy)g(can)h(also)e(include)h
Fl(r)n(elational)h(expr)n(essions)f Fn(that)g(mak)o(e)-75
2625 y(reference)i(to)e(other)h(elemen)o(ts)e(of)h(the)g(domain.)p
1031 -71 994 4 v 1031 -67 a
15688950 11923599 855162 855162 51309772 39403274 startTexFig
1031 -67 a
%%BeginDocument: ka-script.ps
/defineresource where{pop}{userdict begin/defineresource{userdict/Resources 2
copy known{get begin}{15 dict dup begin put}ifelse exch readonly exch