-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathPortSLM_발표자료.html
More file actions
2297 lines (2149 loc) · 97.9 KB
/
Copy pathPortSLM_발표자료.html
File metadata and controls
2297 lines (2149 loc) · 97.9 KB
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
<!DOCTYPE html>
<html lang="ko">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>PortSLM 의사결정 지원 플랫폼 · PortSLM — 발표자료</title>
<style>
:root {
--navy: #0B2545;
--navy2: #13315C;
--blue: #134074;
--blue2: #1B5299;
--cyan: #0FA3B1;
--cyan2: #13C2D4;
--teal: #1FB585;
--amber: #F4A52C;
--red: #E5564E;
--ink: #16273A;
--muted: #5C7088;
--line: #E2E9F1;
--bg: #F4F7FB;
--card: #FFFFFF;
--shadow: 0 10px 30px rgba(11, 37, 69, .10);
--font: 'Pretendard', 'Segoe UI', -apple-system, BlinkMacSystemFont, 'Malgun Gothic', 'Apple SD Gothic Neo', sans-serif;
}
* {
box-sizing: border-box;
margin: 0;
padding: 0
}
html,
body {
height: 100%;
background: #070f1c;
font-family: var(--font);
-webkit-font-smoothing: antialiased;
overflow: hidden
}
#viewport {
position: fixed;
inset: 0;
display: flex;
align-items: center;
justify-content: center
}
#stage {
position: absolute;
top: 50%;
left: 50%;
width: 1280px;
height: 720px;
transform-origin: center center;
transform: translate(-50%, -50%)
}
.slide {
position: absolute;
inset: 0;
background: var(--bg);
opacity: 0;
visibility: hidden;
transition: opacity .45s ease;
overflow: hidden;
display: flex;
flex-direction: column
}
.slide.active {
opacity: 1;
visibility: visible;
z-index: 2
}
/* ---------- shared chrome ---------- */
.head {
display: flex;
align-items: center;
gap: 14px;
padding: 30px 56px 14px
}
.tag {
font-size: 13px;
font-weight: 800;
letter-spacing: .14em;
color: #fff;
background: linear-gradient(135deg, var(--cyan), var(--blue2));
padding: 6px 14px;
border-radius: 30px;
text-transform: uppercase
}
.head h2 {
font-size: 30px;
color: var(--navy);
font-weight: 800;
letter-spacing: -.01em
}
.head .sub {
margin-left: auto;
font-size: 14px;
color: var(--muted);
font-weight: 600
}
.accent {
height: 4px;
margin: 0 56px 22px;
background: linear-gradient(90deg, var(--cyan) 0%, var(--teal) 45%, transparent 80%);
border-radius: 4px
}
.body {
flex: 1;
padding: 0 56px 30px;
min-height: 0;
display: flex;
flex-direction: column
}
.footnote {
font-size: 11px;
color: var(--muted);
border-top: 1px solid var(--line);
padding-top: 8px;
margin-top: auto;
margin-bottom: 34px;
line-height: 1.45
}
.footnote b {
color: var(--blue2);
font-weight: 700
}
.foot {
position: absolute;
bottom: 16px;
left: 56px;
right: 56px;
display: flex;
justify-content: space-between;
font-size: 12px;
color: #9fb1c6;
font-weight: 600;
letter-spacing: .02em
}
.foot .pj {
color: var(--blue2)
}
/* ---------- title slide ---------- */
.cover {
background: radial-gradient(1200px 700px at 78% -10%, #1d4e7e 0%, var(--navy) 52%, #07182e 100%);
color: #fff;
justify-content: center;
padding: 0 90px
}
.cover .kicker {
font-size: 15px;
letter-spacing: .32em;
color: #7fd8e6;
font-weight: 700;
margin-bottom: 22px
}
.cover h1 {
font-size: 55px;
line-height: 1.12;
font-weight: 800;
letter-spacing: -.02em
}
.cover h1 b {
color: #36d6e6
}
.cover .lead {
margin-top: 20px;
font-size: 21px;
color: #c4d6ea;
font-weight: 500;
line-height: 1.5;
max-width: 880px
}
.cover .meta {
margin-top: 40px;
display: flex;
gap: 14px;
flex-wrap: wrap
}
.cover .chip {
border: 1px solid rgba(140, 190, 230, .4);
background: rgba(255, 255, 255, .05);
padding: 9px 18px;
border-radius: 30px;
font-size: 14px;
color: #dcebff;
font-weight: 600
}
.cover .who {
position: absolute;
bottom: 46px;
left: 90px;
right: 90px;
display: flex;
justify-content: space-between;
align-items: flex-end;
font-size: 14px;
color: #9fc0dc
}
.cover .who b {
color: #fff;
font-weight: 700
}
.ship {
position: absolute;
right: 60px;
bottom: 54px;
opacity: .9
}
.stack {
position: absolute;
right: 90px;
top: 80px;
display: flex;
gap: 7px;
opacity: .5
}
.stack i {
display: block;
width: 26px;
height: 18px;
border-radius: 3px
}
/* ---------- section divider ---------- */
.divider {
background: linear-gradient(120deg, var(--navy) 0%, #163e68 100%);
color: #fff;
justify-content: center;
padding: 0 90px
}
.divider .no {
font-size: 120px;
font-weight: 800;
color: rgba(120, 200, 225, .18);
line-height: 1;
margin-bottom: -8px
}
.divider h2 {
font-size: 46px;
font-weight: 800;
letter-spacing: -.01em
}
.divider .en {
font-size: 17px;
letter-spacing: .28em;
color: #7fd8e6;
font-weight: 700;
margin-top: 14px
}
.divider ul {
margin-top: 26px;
display: flex;
gap: 12px;
flex-wrap: wrap
}
.divider li {
list-style: none;
font-size: 15px;
color: #cfe2f3;
border: 1px solid rgba(140, 190, 230, .35);
padding: 8px 16px;
border-radius: 8px;
font-weight: 600
}
/* ---------- generic helpers ---------- */
.grid {
display: grid;
gap: 16px
}
.g2 {
grid-template-columns: 1fr 1fr
}
.g3 {
grid-template-columns: repeat(3, 1fr)
}
.g4 {
grid-template-columns: repeat(4, 1fr)
}
.card {
background: var(--card);
border: 1px solid var(--line);
border-radius: 14px;
padding: 18px 20px;
box-shadow: var(--shadow)
}
.card h4 {
font-size: 15px;
color: var(--blue2);
font-weight: 800;
margin-bottom: 9px;
display: flex;
align-items: center;
gap: 8px
}
.card h4 .dot {
width: 9px;
height: 9px;
border-radius: 50%;
background: var(--cyan)
}
.card p,
.card li {
font-size: 14px;
color: var(--ink);
line-height: 1.55
}
.card ul {
padding-left: 17px
}
.card li {
margin: 3px 0
}
.muted {
color: var(--muted) !important
}
.pill {
display: inline-block;
font-size: 12px;
font-weight: 700;
color: #fff;
background: var(--teal);
border-radius: 20px;
padding: 3px 10px
}
.pill.amber {
background: var(--amber)
}
.pill.blue {
background: var(--blue2)
}
.pill.gray {
background: #8499ad
}
.pill.cyan {
background: var(--cyan)
}
table.tbl {
width: 100%;
border-collapse: collapse;
font-size: 13.5px;
background: #fff;
border-radius: 12px;
overflow: hidden;
box-shadow: var(--shadow)
}
table.tbl th {
background: var(--navy);
color: #fff;
font-weight: 700;
padding: 11px 12px;
text-align: left;
font-size: 13px
}
table.tbl td {
padding: 10px 12px;
border-bottom: 1px solid var(--line);
color: var(--ink);
vertical-align: top
}
table.tbl tr:last-child td {
border-bottom: none
}
table.tbl tr:nth-child(even) td {
background: #f7fafd
}
.ok {
color: var(--teal);
font-weight: 800
}
.hl {
color: var(--cyan);
font-weight: 800
}
/* layered architecture */
.layer {
display: flex;
align-items: center;
gap: 0;
border-radius: 10px;
overflow: hidden;
box-shadow: var(--shadow);
margin-bottom: 9px
}
.layer .lv {
width: 120px;
flex: none;
color: #fff;
font-weight: 800;
font-size: 14px;
padding: 13px 14px;
text-align: center
}
.layer .desc {
flex: 1;
background: #fff;
border: 1px solid var(--line);
border-left: none;
padding: 11px 16px;
display: flex;
justify-content: space-between;
align-items: center
}
.layer .desc b {
font-size: 14.5px;
color: var(--ink)
}
.layer .desc .tech {
font-size: 12.5px;
color: var(--muted);
font-weight: 600
}
/* flow pipeline */
.flow {
display: flex;
align-items: stretch;
gap: 0;
margin-top: 6px
}
.node {
flex: 1;
background: #fff;
border: 1.5px solid var(--line);
border-top: 4px solid var(--cyan);
border-radius: 12px;
padding: 14px 8px;
text-align: center;
box-shadow: var(--shadow);
position: relative
}
.node .n {
font-size: 11px;
color: var(--cyan);
font-weight: 800
}
.node .t {
font-size: 15px;
color: var(--navy);
font-weight: 800;
margin-top: 4px
}
.node .d {
font-size: 11.5px;
color: var(--muted);
margin-top: 4px;
line-height: 1.4
}
.arrow {
align-self: center;
color: var(--blue2);
font-size: 22px;
font-weight: 800;
padding: 0 6px
}
/* timeline */
.tl {
position: relative;
margin: 18px 0 10px;
padding-top: 30px
}
.tl .bar {
height: 14px;
border-radius: 8px;
background: linear-gradient(90deg, var(--teal), var(--cyan), var(--blue2));
position: relative
}
.tl .seg {
position: absolute;
top: -30px;
font-size: 12px;
font-weight: 700;
color: var(--navy);
transform: translateX(-50%)
}
.tl .mile {
position: absolute;
top: -2px;
width: 18px;
height: 18px;
border-radius: 50%;
background: #fff;
border: 4px solid var(--amber);
transform: translate(-50%, -12%)
}
.tl .now {
position: absolute;
top: -44px;
transform: translateX(-50%);
font-size: 11px;
font-weight: 800;
color: #fff;
background: var(--red);
padding: 3px 8px;
border-radius: 6px
}
.tl .now:after {
content: "";
position: absolute;
left: 50%;
bottom: -20px;
transform: translateX(-50%);
width: 2px;
height: 20px;
background: var(--red)
}
.wk {
display: flex;
justify-content: space-between;
margin-top: 8px;
font-size: 11.5px;
color: var(--muted);
font-weight: 600
}
.chips {
display: flex;
flex-wrap: wrap;
gap: 8px
}
.chips span {
font-size: 12.5px;
font-weight: 700;
padding: 6px 12px;
border-radius: 8px;
background: #eef4fa;
color: var(--blue);
border: 1px solid #dce7f2
}
.chips span.core {
background: #e6f8f1;
color: #0c8c63;
border-color: #bfe9d7
}
.chips span.un {
background: #fff4e3;
color: #b8791a;
border-color: #f4ddb5
}
.kpi {
display: flex;
flex-direction: column;
align-items: center;
justify-content: center;
background: #fff;
border: 1px solid var(--line);
border-radius: 14px;
padding: 16px 10px;
box-shadow: var(--shadow)
}
.kpi .v {
font-size: 30px;
font-weight: 800;
color: var(--cyan);
line-height: 1
}
.kpi .v.t {
color: var(--teal)
}
.kpi .v.b {
color: var(--blue2)
}
.kpi .v.a {
color: var(--amber)
}
.kpi .l {
font-size: 12.5px;
color: var(--muted);
font-weight: 700;
margin-top: 8px;
text-align: center;
line-height: 1.35
}
.note {
font-size: 12px;
color: var(--muted);
margin-top: 10px;
line-height: 1.5
}
.legend {
display: flex;
gap: 14px;
font-size: 12px;
color: var(--muted);
font-weight: 600;
margin-top: 6px
}
.legend i {
display: inline-block;
width: 11px;
height: 11px;
border-radius: 3px;
margin-right: 5px;
vertical-align: -1px
}
/* status badges */
.st {
font-size: 11px;
font-weight: 800;
padding: 3px 9px;
border-radius: 20px
}
.st.done {
background: #e6f8f1;
color: #0c8c63
}
.st.prog {
background: #fff4e3;
color: #b8791a
}
.st.next {
background: #eef2f7;
color: #74859a
}
/* bars (eval concept) */
.barrow {
display: flex;
align-items: center;
gap: 10px;
margin: 7px 0;
font-size: 13px
}
.barrow .lab {
width: 120px;
color: var(--ink);
font-weight: 700;
font-size: 12.5px;
text-align: right
}
.barrow .track {
flex: 1;
background: #eef2f7;
border-radius: 6px;
height: 16px;
position: relative
}
.barrow .fill {
height: 100%;
border-radius: 6px;
background: linear-gradient(90deg, var(--cyan), var(--teal))
}
.barrow .tval {
width: 62px;
font-size: 12px;
color: var(--muted);
font-weight: 700
}
/* ---------- controls ---------- */
#bar {
position: fixed;
top: 0;
left: 0;
height: 4px;
background: linear-gradient(90deg, var(--cyan), var(--teal));
z-index: 50;
transition: width .35s ease
}
#ctl {
position: fixed;
bottom: 18px;
left: 50%;
transform: translateX(-50%);
display: flex;
align-items: center;
gap: 14px;
background: rgba(7, 18, 33, .82);
backdrop-filter: blur(8px);
border: 1px solid rgba(120, 170, 210, .25);
padding: 8px 14px;
border-radius: 40px;
z-index: 50
}
#ctl button {
background: transparent;
border: none;
color: #cfe2f3;
font-size: 18px;
cursor: pointer;
width: 30px;
height: 30px;
border-radius: 50%;
display: flex;
align-items: center;
justify-content: center;
transition: .2s
}
#ctl button:hover {
background: rgba(255, 255, 255, .12);
color: #fff
}
#ctl .cnt {
color: #cfe2f3;
font-size: 13px;
font-weight: 700;
min-width: 60px;
text-align: center;
letter-spacing: .05em
}
.help {
position: fixed;
bottom: 22px;
right: 22px;
font-size: 11.5px;
color: #5d7a96;
z-index: 40;
font-weight: 600
}
@media print {
html,
body {
overflow: visible
}
#stage {
position: static;
transform: none !important;
width: 100%;
height: auto
}
.slide {
position: relative;
opacity: 1 !important;
visibility: visible !important;
page-break-after: always;
height: 720px
}
#ctl,
#bar,
.help {
display: none
}
}
</style>
</head>
<body>
<div id="bar"></div>
<div id="viewport">
<div id="stage">
<!-- 1. COVER -->
<section class="slide cover active">
<div class="stack"><i style="background:#36d6e6"></i><i style="background:#1FB585"></i><i
style="background:#F4A52C"></i><i style="background:#e5564e"></i><i style="background:#9fc0dc"></i></div>
<div class="kicker">aSSIST · HPS AI PROJECT — 4조</div>
<h1>컨테이너 터미널<br><b>PortSLM 의사결정 지원 플랫폼</b></h1>
<div class="lead">온톨로지 · 강화학습 · GraphRAG · 도메인 특화 SLM 기반<br>인천신항 본선 적재계획 의사결정지원 — <b style="color:#fff">1개월
MVP</b></div>
<div class="meta">
<span class="chip">PortAgent‑RLGraph (플랫폼 비전)</span>
<span class="chip">PortSLM (도메인 특화 SLM · 실행 초점)</span>
<span class="chip">Human‑in‑the‑Loop</span>
</div>
<div class="who">
<div>팀 <b>HPS 4조</b> · 오경환(팀장/FE·발표) · 임석제(모델링) · 박인선(개발리드/평가·서빙) · 유홍성(도메인/데이터)</div>
<div>2026.06 · <b>github.com/SakJaeLim/hps-project</b></div>
</div>
<svg class="ship" width="200" height="120" viewBox="0 0 200 120" fill="none">
<rect x="30" y="40" width="150" height="14" rx="2" fill="#36d6e6" />
<rect x="46" y="26" width="22" height="16" rx="2" fill="#1FB585" />
<rect x="70" y="22" width="22" height="20" rx="2" fill="#F4A52C" />
<rect x="94" y="28" width="22" height="14" rx="2" fill="#e5564e" />
<rect x="118" y="24" width="22" height="18" rx="2" fill="#9fc0dc" />
<path d="M20 56 H188 L172 86 H40 Z" fill="#0e2e52" stroke="#36d6e6" stroke-width="2" />
<path d="M0 96 q25 -10 50 0 t50 0 t50 0 t50 0" stroke="#4a86b8" stroke-width="3" fill="none" opacity=".7" />
</svg>
</section>
<!-- 2. AGENDA -->
<section class="slide">
<div class="head"><span class="tag">Agenda</span>
<h2>목차</h2><span class="sub">발표 순서</span>
</div>
<div class="accent"></div>
<div class="body">
<div class="grid g3" style="grid-template-columns:1fr 1fr 1fr;gap:18px">
<div class="card" style="border-top:4px solid var(--cyan)">
<h4><span class="dot"></span>01 · 프로젝트 개요</h4>
<ul>
<li>배경 · 문제 정의</li>
<li>목적 · 솔루션 컨셉</li>
<li>목표 · KPI · 대상 사용자</li>
</ul>
</div>
<div class="card" style="border-top:4px solid var(--teal)">
<h4><span class="dot" style="background:var(--teal)"></span>02 · 진행 경과</h4>
<ul>
<li><b>기획</b> — 서비스 아키텍처 · 화면정의서</li>
<li><b>데이터</b> — 수집 · EDA · 전처리</li>
<li><b>모델링</b> — 비교 · 선정 · 성능평가</li>
</ul>
</div>
<div class="card" style="border-top:4px solid var(--amber)">
<h4><span class="dot" style="background:var(--amber)"></span>03 · 향후 계획</h4>
<ul>
<li>단기 실행(M2~M3)</li>
<li>플랫폼 확장 로드맵</li>
<li>기대효과 · 재사용성</li>
</ul>
</div>
</div>
<div class="card"
style="margin-top:18px;background:linear-gradient(120deg,#0b2545,#15406b);border:none;color:#fff">
<h4 style="color:#7fd8e6"><span class="dot" style="background:#7fd8e6"></span>한 줄 요약</h4>
<p style="color:#dcebff;font-size:15px">데이터를 <b style="color:#36d6e6">근거 있는 적재 권고안</b>으로 바꾸고, 그 권고안을 <b
style="color:#36d6e6">규정·그래프 근거와 함께 설명</b>하는 End‑to‑End 흐름을 실제로 작동시킨다. 1개월 MVP는 <b
style="color:#1FB585">도메인 특화 SLM(PortSLM)</b>에 집중.</p>
</div>
<div class="footnote"><b>* MVP (Minimum Viable Product):</b> 핵심 기능 위주로 검증 가능하게 만든 최소 기능 제품 | <b>* SFT
(Supervised Fine-Tuning):</b> 특정 도메인 데이터로 인공지능을 추가 지도학습하는 과정 | <b>* EDA (Exploratory Data Analysis):</b>
데이터 특성 탐색적 분석</div>
</div>
<div class="foot"><span class="pj">PortSLM 의사결정 지원 플랫폼</span><span>02</span></div>
</section>
<!-- 3. DIVIDER 1 -->
<section class="slide divider">
<div class="no">01</div>
<h2>프로젝트 개요</h2>
<div class="en">PROJECT OVERVIEW</div>
<ul>
<li>배경 & 문제 정의</li>
<li>목적 & 솔루션 컨셉</li>
<li>목표 · KPI · 대상</li>
</ul>
</section>
<!-- 4. 배경 & 문제정의 -->
<section class="slide">
<div class="head"><span class="tag">개요</span>
<h2>배경 & 문제 정의</h2><span class="sub">왜 이 문제인가</span>
</div>
<div class="accent"></div>
<div class="body">
<div class="card" style="margin-bottom:14px;border-left:4px solid var(--cyan)">
<p style="font-size:15px">본선 <b>적재 계획</b>은 선박 안정성 · 중량 분포 · POD별 반출 순서 · 특수화물(DG·Reefer·OOG) 위치 · <b>야드 재취급
최소화</b> · 크레인 작업 시퀀스를 <b class="hl">동시에 고려</b>해야 하는 고차원 의사결정 문제다.</p>
</div>
<div class="grid g3">
<div class="card">
<h4><span class="dot"></span>① 사람 의존</h4>
<p>숙련 플래너 경험에 의존 → <b>판단 편차</b>와 설명 근거의 비표준화. 재현·자동검증 어려움.</p>
</div>
<div class="card">
<h4><span class="dot" style="background:var(--amber)"></span>② 재취급 낭비</h4>
<p>야드 위치와 선적 순서 불일치 → 불필요한 <b>재취급(Rehandling)</b>으로 장비·시간 낭비.</p>
</div>
<div class="card">
<h4><span class="dot" style="background:var(--red)"></span>③ 데이터 분산</h4>
<p>TOS · AIS · 게이트 · CLL/BAP가 <b>분리</b>되어 통합 판단·근거 추적이 어려움.</p>
</div>
</div>
<div class="card" style="margin-top:14px;background:#f7fafd;border-style:dashed">
<p style="font-size:14.5px"><span class="pill blue">정의</span> 본 프로젝트는 계획을 <b>대신 확정하는 자동화</b>가 아니라,
플래너가 후보안과 근거를 빠르게 검토·승인하는 <b class="ok">Human‑in‑the‑Loop 의사결정지원 시스템</b>이다.</p>
</div>
<div class="footnote"><b>* TOS (Terminal Operating System):</b> 터미널 운영 시스템 | <b>* AIS (Automatic
Identification System):</b> 선박 자동 식별 장치 | <b>* POD (Port of Discharge):</b> 최종 양하(하역) 항구 | <b>* Rehandling
(재취급):</b> 부적절한 적재로 컨테이너를 불필요하게 다시 옮기는 작업 | <b>* CLL (Container Loading List):</b> 선적 예정 목록 | <b>*
BAPLIE:</b> 선적 위치 데이터 교환용 국제 표준 EDI 포맷 | <b>* DG (Dangerous Goods):</b> 위험물 | <b>* Reefer:</b> 냉동/냉장 컨테이너
| <b>* OOG (Out of Gauge):</b> 규격 초과 화물</div>
</div>
<div class="foot"><span class="pj">PortSLM 의사결정 지원 플랫폼</span><span>04</span></div>
</section>
<!-- 5. 목적 & 솔루션 -->
<section class="slide">
<div class="head"><span class="tag">개요</span>
<h2>목적 & 솔루션 컨셉</h2><span class="sub">하이브리드 AI 흐름</span>
</div>
<div class="accent"></div>
<div class="body">
<div class="flow">
<div class="node">
<div class="n">DATA</div>
<div class="t">데이터</div>
<div class="d">시뮬/실데이터 표준화·상태 인식</div>
</div>
<div class="arrow">→</div>
<div class="node">
<div class="n">RL / HEURISTIC</div>
<div class="t">후보 계획</div>
<div class="d">강화학습·Greedy로 적재안 생성</div>
</div>
<div class="arrow">→</div>
<div class="node">
<div class="n">ONTOLOGY</div>
<div class="t">제약 검증</div>
<div class="d">Neo4j·Cypher로 위반 탐지</div>
</div>
<div class="arrow">→</div>
<div class="node">
<div class="n">GraphRAG · SLM</div>
<div class="t">근거 설명</div>
<div class="d">규정·그래프 근거 융합(xAI)</div>
</div>
<div class="arrow">→</div>