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- ありさ えいさか
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1 00D80020G
2 ID POS RFM i
3 ID POS ii
4 iii
5 JAN JAN POS POS ID POS 3
6 2 2. ID POS ID POS. 2,775, ( ) ( ) 3. 4,82 4. : 2:
7 S S
8
9 % 0.2% 4.6% 2.% 0.4% 6.8% 0.7% 3.0% 3.9% 7.6% 8.% 6.2% 25.8% 26.4% 23.6% 27.5% 5
10 RFM R recency F frequency M monetary R F M 2 RFM F F F
11 3. 2 M M M 3. 2 M 37, ,656 5,000 5, F M R/F/M R F M
12 3. 3 F M F M F M /3 2/7 /7 0/2 0/ 0/0 0/0 4 0/3 3/25 2/2 /2 2/8 0/6 0/ 3 0/5 3/3 8/59 5/43 5/3 0/24 2/9 2 / /8 3/66 4/20 20/23 26/26 24/9 0/0 /7 8/39 4/4 38/256 7/75 683/
13 S
14 S S 2 S A
15
16
17
18 B
19
20
21 S 7
22
23 S S
24
25 S 4. 8 S
26
27 z = a x + a2x2 + L + a n x n x a z z = a z z 2 m = a = a 2 x + a x + a x + a m 2 22 x x M L + a x m2 2 n + L + a 2n + L + a z, z2,l 2 x n x mn, n x, n 5..2 N n x, x2,, x ( ) z, z2,, zm m n L σ ij L N ( xiλ xi )( x jλ x j ) n σ =, x = x (5.) ij i N λ= N λ= N iλ 23
28 = nn n n n n σ σ σ σ σ σ σ σ σ L M M M L L (5.2) = = jj ii ij ij n n n n r r r r r r r σ σ σ L M M M L L R x n x x,, 2, L = x n x x M 2 X X nn N N n n x x x x x x x x x M L M M ,,, x i = = = mn m m m n n a a a a a a a a a M L M M ,,, a a a X a X a X a T m m T T z z z = = = M,, 2 2 (5.3) a k k z { k z V } k a 24
29 V { z } a T = a a a T = T λ T T ( a ) max a a λ a a 0 ( λi ) a = 0 I n (5.4) 5.4 a 0 λ λ I = 0 (5.5) V ( z ) 5.5 V ( z ) = λ z L m λ 5.5 λ a λ λ, λ2, L, λ l,, λ l λ m λ 5..3 l n K n = λ n m i= λ i C n = m i i= n i= λ λ i 00 l 25
30 S
31 S n O, O2, L, On Oi O j dij ( i, j = ),2, L,n Step n Step2 2 d ij Step3 Step Step4 Step2 Step2 d ij xi ( i =,2L ) g ( x 2 i g )
32 gnuplot 5.3 C gnuplot gnuplot Thomas Williams Colin Kelley 5. 4 A D C. S C C 2 C 3 S 4 28
33 S 5. 2 A 0 29
34 6 RFM
35 3
36 pp SPSS ID POS 48 2 pp
37 A 33
38 A A 2 A 3 34
39 A 4 A 5 A 6 35
40 A 7 A 8 A 9 36
41 B 37
42 B B 2 B 3 38
43 B 4 B 5 B 6 39
44 B 7 B 8 B 9 40
45 B 0 B B 2 4
46 B 3 B 4 B 5 42
47 C 43
48 S C 2 B 0 44
49 S C 3 C 0 45
50 S C 4 D 0 46
51 A B C D A B C D S C 5 47
: : : : ) ) 1. d ij f i e i x i v j m a ij m f ij n x i =
1 1980 1) 1 2 3 19721960 1965 2) 1999 1 69 1980 1972: 55 1999: 179 2041999: 210 211 1999: 211 3 2003 1987 92 97 3) 1960 1965 1970 1985 1990 1995 4) 1. d ij f i e i x i v j m a ij m f ij n x i = n d ij
1 (1) (2)
1 2 (1) (2) (3) 3-78 - 1 (1) (2) - 79 - i) ii) iii) (3) (4) (5) (6) - 80 - (7) (8) (9) (10) 2 (1) (2) (3) (4) i) - 81 - ii) (a) (b) 3 (1) (2) - 82 - - 83 - - 84 - - 85 - - 86 - (1) (2) (3) (4) (5) (6)
- 2 -
- 2 - - 3 - (1) (2) (3) (1) - 4 - ~ - 5 - (2) - 6 - (1) (1) - 7 - - 8 - (i) (ii) (iii) (ii) (iii) (ii) 10 - 9 - (3) - 10 - (3) - 11 - - 12 - (1) - 13 - - 14 - (2) - 15 - - 16 - (3) - 17 - - 18 - (4) -
2 1980 8 4 4 4 4 4 3 4 2 4 4 2 4 6 0 0 6 4 2 4 1 2 2 1 4 4 4 2 3 3 3 4 3 4 4 4 4 2 5 5 2 4 4 4 0 3 3 0 9 10 10 9 1 1
1 1979 6 24 3 4 4 4 4 3 4 4 2 3 4 4 6 0 0 6 2 4 4 4 3 0 0 3 3 3 4 3 2 4 3? 4 3 4 3 4 4 4 4 3 3 4 4 4 4 2 1 1 2 15 4 4 15 0 1 2 1980 8 4 4 4 4 4 3 4 2 4 4 2 4 6 0 0 6 4 2 4 1 2 2 1 4 4 4 2 3 3 3 4 3 4 4
20 15 14.6 15.3 14.9 15.7 16.0 15.7 13.4 14.5 13.7 14.2 10 10 13 16 19 22 1 70,000 60,000 50,000 40,000 30,000 20,000 10,000 0 2,500 59,862 56,384 2,000 42,662 44,211 40,639 37,323 1,500 33,408 34,472
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平成１８年度「商品先物取引に関する実態調査」報告書
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（個別のテーマ） 薬剤に関連した医療事故
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Step 2 O(3) Sym 0 (R 3 ), : a + := λ 1 λ 2 λ 3 a λ 1 λ 2 λ 3. a +. X a +, O(3).X. O(3).X = O(3)/O(3) X, O(3) X. 1.7 Step 3 O(3) Sym 0 (R 3 ),
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