146
1.論文 2.実践報告 大学教育再生加速プログラム(AP)(テーマⅠ:アクティブ・ラーニング)採択事業 福岡工業大学AL型授業推進プログラム 平成29年度事業報告 フレッシュマンスクール2017年度自己点検・評価報告書 1.2017年度部会活動報告 2.2017年度FD推進機構運営委員会・各部会 (開催状況,メンバーおよび重点事項) 3.2017年度FD講演会・研修会開催一覧 FD Annual Report ISSN2185-890x Vol.8 (2017) ………FD推進機構長(学長) 下村 輝夫 …………………………………… 3 ……………………………… 25 ……………………………………………… 98 ……………………………………………… 109 ……………… 119 ……………………………………………… 131 ……………………………………………… 138 《巻頭言》 《投稿文》 《トピックス記事》 《活動報告》 CONTENTS

FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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Page 1: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

1.論文2.実践報告

・大学教育再生加速プログラム(AP)(テーマⅠ:アクティブ・ラーニング)採択事業  福岡工業大学AL型授業推進プログラム 平成29年度事業報告

・フレッシュマンスクール2017年度自己点検・評価報告書

          

1.2017年度部会活動報告2.2017年度FD推進機構運営委員会・各部会  (開催状況,メンバーおよび重点事項)

3.2017年度FD講演会・研修会開催一覧

FD Annual Report

ISSN2185-890x

Vol.8(2017)

………FD推進機構長(学長) 下村 輝夫

…………………………………… 3……………………………… 25

……………………………………………… 98

……………………………………………… 109

……………… 119

……………………………………………… 131

……………………………………………… 138

《巻頭言》

《投稿文》

《トピックス記事》

《活動報告》

CONTENTS

Page 2: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z
Page 3: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

FD

FD

FD

For all the Students

2010 4 FD

2016 7

FD

FD Annual Report

PBL

PDCA

FD Annual Report 2017

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Page 5: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

FD Annual Report Vol.8 2017

FD ·························

1. ······················ ····· 3

Teaching electromagnetism through demonstration of a practical application involving learning content from multiple disciplines ······· Jiro Kitagawa ····· 10

··········································· ····· 16

2. gPBL

········································ ····· 25

···· ····· 33 i-STEM ····

····· 38 4 FIT

······· ····· 48

········································ ····· 58 ······················ ····· 63

······························· ····· 72 29 ·········· ····· 82

······· ····· 90

AP

AL 29 ······························· 98 2017 ······························ 109

1. 2017

································································ ····· 119 ·························································· ····· 121

······················································· ····· 123 ····························································· ····· 126

··········································· ····· 129 2. 2017 FD

······················································································ 131 ································································· 137

3. 2017 FD ························································· 138

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Page 7: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

3

0

5

10

0 20 40 60 80 100

(%)

( )

4 8 3( 4%)( 58,663 )

Inspection of Educational Outcomes based on the Score Distribution

Keiji MATSUO (Dean of Academic Affairs)

Abstract

Attempts were made to examine the educational outcomes of our university based on student performance data. The distribution of one step in the 2016 fiscal year results was visualized between 0 and 100 points. As a result, there were no major issues for the university as a whole, but focusing on departments and faculty members, some points to be improved have been highlighted. Key words: educational outcomes, score distribution, inspection

1 .

2016 60

1 )

2 - 4 )

60

2016 ( )

2 .

1 2016

% 1

0 100

58 ,663

4%

0

60 100

4% 8% 3%

0 60 100

1 ( )

1

1 ) 4%

96 0

2 )

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4

80

3 ) 60 0

70 80 90

100

1

1 )

2 ) 60

60

60

60

3 ) 60 15

4 ) 60 100 60

15

50-60

2

2

5) 0 15

0

0 60

3

60

0

3 0 60

3 .

GPA

2013 2016

Page 9: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

5

0

5

10

0 20 40 60 80 100

(%)

( )

(d)

10 16 1( 10%)( 5,183 )

3 . 1

4

60

60 0

60

60 100

60

60

60

15

60

80

100

100

4%

GPA

3 . 2

60

100

60 100

GPA

0

5

10

0 20 40 60 80 100

(%)

( )

(b)

11 2( 3%)( 4,985 )

2

0

5

10

0 20 40 60 80 100

(%)

( )

(c)

3 7 4( 3%)( 4,803 )

0

5

10

0 20 40 60 80 100

(%)

( )

(a)

3 12 1( 4%)( 4,620 )

4

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6

5

3 . 3

6

60

60

1 )

60 0 4

2 )

0

5

10

0 20 40 60 80 100

(%)

( )

(a)

3 6 5( 3%)( 7,064 )

0

5

10

0 20 40 60 80 100

(%)

( )

(b)

5 5 1( 10%)( 4,933 )

0

5

10

0 20 40 60 80 100

(%)

( )

(c)

3 5 3

( 3%)( 5,029 )

0

5

10

0 20 40 60 80 100

(%)

( )

(d)

4 6 7

( 6%)( 3,058 )

0

5

10

0 20 40 60 80 100

(%)

( )

(a)

5 9 2( 13%)( 7,947 )

0

5

10

0 20 40 60 80 100

(%)

( )

(b)

4 7 1

( 4%)( 11,041 )

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7

3 )

0

4 .

4 . 1

7(a ) 7(b ) (c ) (d )

a) 85

85

7% 60 0

b) 90

0 60

98-99

100 26%

c) 60

60 50

6 0 0

d)

60 0

60

15

7

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8

4 . 2

1 ) 50%

2) 60

3 ) 0 60 100

PDCA

4 . 3

a)

1) 15 30

1

2

15

2 )

15

3 )

15

b)

1) 80

20

2 )

3 )

5 .

2016

0 60

15 15

6 .

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9

2017

1 ) 2 7 1 0

2 8 2 3

2 )

2 7

1 2 1

3 ) 7

2 9 11 1 4

4 ) 2 9

F D S D

2 9 9 1

Page 14: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

10

Teaching electromagnetism through demonstration of a practical

application involving learning content from multiple disciplines

iro Kitagawa (Department of lectrical ngineering)

Abstract

Teaching electromagnetism by demonstrating a practical application associated with learning content is an important teaching techni ue. Demonstrations are often performed through video-assisted procedures, and are usually limited to a one-to-one correspondence between the application and the learning content. owever, understanding of practical applications fre uently re uires understanding of learning content beyond the ones studied in electromagnetism. designed a process to teach the wor ing principles of cryogen-free superconducting magnets. Understanding of this practical application re uires students to have nowledge of learning content from the disciplines of electromagnetism and solid state physics. The teaching process involved the use of homemade videos demonstrating magnet operation, which was combined with a flipped classroom and an active learning approach. Key words: Electromagnetism, Demonstration video, Multiple disciplines, Superconducting magnet, Active learning

1 . Introduct ion

nforma t ion , communica t ion , and computa t iona l

t echnolog ie s a re app l ied wide ly in educa t ion 1 ) . Some

technolog ie s have been u t i l i zed t o de l ive r con ten t ,

ma ing use o f the in te rne t , s imula t i ons , games , and

per sona l response sy s tems , such as c l i c e r s 2 , 3 , 4 , 5 , 6 ) .

Demons t ra t i on v ideos a re a t echnology tha t i s o f ten

used to exp la in to s tuden ts how a fundamenta l

na tu ra l l aw i s r e la ted to a p rac t i ca l app l ica t ion .

Demons t ra t i on v ideos usua l ly show a one- to -one

cor re spondence be tween the l ea rn ing con ten t and the

app l ica t i on . oweve r, unde rs tand ing of p rac t i ca l

app l ica t i ons f re uen t ly re u i re s under s tand ing of

l ea rn ing con ten t f rom mul t ip le d i sc ip l ine s . have

t r i ed to ma e educa t iona l demons t ra t ion v ideos t o

fu l f i l l th i s re u i rement i n an undergradua te cour se i n

e lec t r i ca l eng ineer ing . focused on superconduc t ing

magne t s , wh ich have been wide ly used in magne t i c

r esonance imaging (M ) , l inea r motor ca r s , and

o ther p rac t i ca l app l ica t ions . n the superconduc t ing

magne t , a magne t ic f i e ld in a co i l ca r ry ing a s t eady

cur ren t can be de r ived us ing the i o t -Sava r t l aw,

which i s an impor tan t e lement in t he l ea rn ing con ten t

o f an e lec t romagne t i sm c lass . Fur the rmore , one

needs to now the phy s ica l p rope r t i e s o f

superconduc tor s , which i s usua l ly t aught in t he so l i d

s t a te phy s ics c lass . n th i s paper, r epor t on t he

p rocess o f t each ing the wor ing p r inc ip le s o f

c ry ogen- f ree superconduc t ing magne ts in an

e lec t romagne t i sm c la ss . Th i s p rocess invo lved the

use o f homemade v ideos demons t r a t ing magne t

opera t i on , which was combined wi th a f l i pped

c lass room and an ac t ive l ea rn ing approach .

2 . Fl ipped c lassroom

have been t each ing e lec t romagne t i sm wi th t he

pedagogica l approach o f the f l ipped c lass room 7 , 8 ) ,

a t t r ac t ing much a t t en t ion . S tuden t s wa tch

p re recorded v ideos , which a re up loaded to a

commerc ia l web sy s tem. The v ideos exp la in

fundamenta l concep t s o f e lec t romagne t i sm, and

s tuden t s watch them out s ide c lass t ime . A sc ree nsh o t

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11

o f the web sy s tem i s shown in F ig . 1 (a ) . n c la ss ,

chec s tuden ts under s t and ing of the concep t s

exp la ined in the v ideos , v ia a u iz . An example o f a

ue s t ion f rom the u iz i s shown in F ig . 1 (b ) .

S tuden t s g ive the i r answers v ia c l i c e r s . S ta t i s t i c s o f

the i r answers a re immedia te ly d i sp lay ed on the

sc reen . Af te r chec ing s tuden t s unde r s tand ing o f th e

v ideos , g ive the s tuden ts an advanced exe rc i se ,

which a l lows them to app ly the nowledge they have

l ea rned f rom the v ideos .

F ig . 1 (a ) Screenshot o f the web system where

prerecorded v ideos are uploaded. (b) Example o f a

ques t ion used to check s tudents’ understanding o f

the concepts expla ined in the v ideos . Actual quiz i s

wr i t ten in Japanese .

3 . Superconduct ing magnet

Figure 2 (a ) i s a pho tograph of the c ry ogen- f ree

superconduc t ing magne t (Axis , Mag 6T-52) i n my

labora to ry. The magne t i s a so leno id co i l made of a

superconduc t ing n iob ium- t i t an ium ( b-Ti ) wi re wi th

a d iame te r o f 0 .6 mm ( see the in se t o f F ig . 2 (a ) ) . The

schemat ic v i ew of the co i l i s shown in F ig . 2 (b) . The

inner (2a 1 ) and ou te r (2a 2 ) d iamete r s a re 90 mm and

154 mm, re spec t ive ly. The l eng th ( l ) o f t he co i l i s

103 mm. The number o f co i l tu rns (N ) i s 8 ,848 . The

genera ted magne t ic f i e ld a t the cen t e r o f the co i l ,

ca r ry ing a s t eady cur ren t I , can be ca lcu la ted us in g

the fo l l owing e ua t ion

(1 )

whe re 0 i s the pe rmeab i l i ty o f f ree space .

ua t ion (1 ) can be der ived us ing the io t -Sava r t

l aw. The maximum B o f our magne t i s 6 T, gene ra t ed

by I a t 85 .5 A.

Fig . 2 (a ) Photograph o f cryogen free

superconduct ing magnet . The inse t i s the so leno id

co i l in the sys tem. (b) Schemat ic v iew of co i l .

The supe rconduc t ing co i l i s coo led down to

approx imate ly 2 .5 K us ing a he l ium gas f low c ry os ta t

( see F ig . 2 (a ) ) . To under s tand the wor ing p r inc ip l e s

o f superconduc t ing magne ts , s t uden ts need to have

an under s tand ing o f the phy s ica l p roper t i e s o f

superconduc tors , in add i t i on to t he i o t -Sava r t l aw.

e ro re s i s t i v i ty and c r i t i ca l cur ren t dens i ty a re

pa r t i cu la r ly impor tan t concep t s tha t the s tuden t s

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12

need to be fami l i a r wi th .

4 . The teaching process

Pr io r to t he c lass on superconduc t ing magne ts ,

s tuden t s have l ea rned about the i o t -Sava r t l aw,

Amp re s l aw, and o the r t op ic s in the

e lec t romagne t i sm c la ss . They have a l so l ea rned

about t he phy s ica l p rope r t i es o f supe rconduc tor s i n

the so l id s t a te phy s ics c l ass . To t each the top ic o f

superconduc t ing magne t s , pa r t i a l ly employ ed an

ac t ive l ea rn ing approach 9 , 1 0 , 1 1 ) i n which s tuden t s

were g iven the oppor tun i ty to conduc t g roup

d i scuss ions o f a g iven prob lem.

4 . 1 Introduct ion of superconduct ing magnet

As mos t s tuden t s had no pr io r nowledge in the

top ic o f superconduc t ing magne t s , in t roduced the

top ic by p resen t ing two prac t i ca l app l ica t i ons o f

superconduc t ing magne t s M and l inear motor ca rs .

To emphas ize fu r the r the p rac t i ca l app l i ca t i ons o f

superconduc t ing magne t s , showed a demons t ra t io n

v ideo of a l i near motor ca r. The v ideo was read i ly

ava i l ab le f rom the in te rne t .

4 . 2 Limi tat ions o f the magnet ic f i e ld generated

by e lec tromagnets

efore t each ing the top ic o f superconduc t ing

magne t s , p resen ted to the s tuden t s a e i s s - ty pe

e lec t romagne t (Tamagawa Se i sa usy o , TM- SF8615

C-083) , wh ich i s i n my labora tory ( see F ig . 3 (a ) ) .

showed a 3 -minute homemade v ideo o f the opera t i on

o f the e lec t romagne t . exp la ined the wor ing

pr inc ip le s o f e lec t romagne ts , emphas i z ing the B - H

(where H i s the ex te rna l f i e ld ) curve o f t he

fe r romagne t i c ma te r i a l used in the yo e ( see F ig .

3 (b ) ) . Then as ed the s tuden ts the fo l l owing

ues t ion

ue s t i on 1 Can we gene ra te a magne t ic f i e ld tha t i s

g rea te r t han 2 T wi th an e lec t romagne t

The s tuden ts d i scussed in g roups , and then gave

the i r answers (y es o r no) v ia c l i c e r s . The answer i s

in the nega t ive because the magne t i za t i on o f

fe r romagne t i c mate r ia l becomes sa tu ra ted , and B

approaches an asy mpto t ic maximum va lue wi th

inc rea s ing H . At t h i s s t age , s t uden t s under s tood tha t

the genera ted magne t ic f i e ld has an upper l imi t va lue ,

which i s insuff i c ien t to be used in M and l inea r

motor ca rs .

Fig . 3 (a ) Photograph o f e l ec tromagnet . (b)

Typica l B -H curve o f ferromagnet ic mater ia l s .

4 . 3 Phys ica l propert i e s o f superconductor

exp la ined to the s tuden t s tha t we have s topped

us ing fe r romagne t ic mate r ia l s to gene ra te magne t i c

f i e lds t ha t a re g rea te r t han 2 T. fu r the r exp la ined

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13

tha t we have cons ide red us ing a i r co re co i l s , bu t co i l

hea t ing i s the c r i t i ca l i s sue . e need a huge cur ren t

to gene ra te a l a rge magne t ic f i e ld , bu t th i s hea t s up

the convent iona l me ta l l i c wi re used in a i r core co i l s .

n con t ra s t , superconduc tor s posse ss the supe r io r

p roper ty o f ze ro re s i s t ance , which i s f ree f rom the

p rob lem of hea t ing . At th i s s t age , r ev iewed the

charac te r i s t i c f ea tu re s o f superconduc tors . Th i s

top ic has a l ready been t augh t in t he so l id s t a t e

phy s ics c lass . p rov ided exp lana t ions o f ze r o

res i s t i v i ty, Mei ssner e ff ec t , and ty pe and

superconduc tor s . a l so exp la ined the impor tan t

phy s ica l pa ramete r o f c r i t i ca l cu r ren t dens i ty J c ,

which o r ig ina tes f rom the o ren tz fo rce in ty pe

superconduc tors . o ren tz fo rce has a l ready been

t augh t i n the e lec t romagne t i sm c lass . to ld the

s tuden t s t ha t the superconduc t ing b -Ti wi re used in

our magne t has a c r i t i ca l t empera tu re o f 9 .8 K. i t h

a magne t ic f i e ld B o f 6 T, J c of t he b -Ti wi re i s 1 0 5

A cm 2 . Thus , wi th a d iame te r o f 0 .6 mm, the wi re can

ca r ry a maximum cur ren t o f 280 A, which i s

su ff i c ien t fo r genera t i ng a magne t ic f i e ld B t ha t i s

g rea te r than 2 T. Through the t each ing p rocess ,

demons t ra ted to the s tuden t s the advan tages o f

superconduc t ing wi re .

4 . 4 Estimation of current for the generation of 6 T

p re sen ted the des ign o f our superconduc t ing

magne t ( see F ig . 2 (b ) ) . exp la ined the opera t i on o f

the superconduc t ing magne t , u s ing a p re reco rded ,

3 -minute homemade v ideo (F ig . 4 ) . The v ideo

demons t ra tes the need o f a coo led co i l and the

e ffo r t l e ss genera t ion o f a magne t ic f i e ld B t ha t i s

g rea te r t han 2 T. showed the s tuden t s t he s imple

fo rmula B 0 nI , where n i s the number o f co i l tu rn s

pe r un i t l eng th , which has a va lue o f 8 .6 10 4

tu rns m for our magne t . pe r fo rmed the ca lcu la t ion s

to es t ima te t he va lue o f I , t he cur ren t ca r r i ed by the

wi re , needed to gene ra te a magne t ic f i e ld B o f 6 T.

The ca lcu la t i ons re su l t ed in an e s t ima ted cur ren t o f

56 A, which i s smal le r t han the va lue o f 89 A no ted

in the spec i f i ca t ion shee t o f the magne t . Then a s ed

the s tuden ts the nex t ue s t ion

ue s t i on 2 ha t i s a t the o r ig in o f the d i ffe rence

be tween the cur ren t ob ta ined f rom

B= 0 nI and tha t no ted in t he

spec i f i ca t ion shee t

A few groups o f s tuden ts conc luded tha t i t wa s

because the l eng th o f t he superconduc t ing co i l i s

f in i t e , whi le the fo rmula i s de r ived fo r a so leno id

co i l wi th in f in i t e l eng th .

Fig . 4 Screenshot o f homemade v ideo expla in ing

the operat ion o f the superconduct ing magnet .

F ina l ly, s t uden t s in g roups cons ide red the

fo l lowing ues t ion

ue s t i on 3 ow can we ob ta in e s t ima te s o f the

cur ren t wi th h ighe r accuracy

The ues t i on i s d i ff i cu l t , and a f te r 15 20 minu te s

o f g roup d i scuss ion ( see F ig . 5 (a ) ) and pre sen ta t ion

by a s tuden t repre sen t a t ive ( see F ig . 5 (b) ) ,

p re sen ted ua t ion (1 ) to the s tuden t s . t i s a

fo rmula tha t i s more p rec i se and i t c an be de r ive d

us ing the i o t -Sava r t l aw.

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14

Fig . 5 (a ) Photograph o f group di scuss ions

around Ques t ion 3 . (b ) Photograph o f a s tudent

present ing the re sul t s o f the group d i scuss ions .

4 . 5 Summary

have repor ted on a t e ach ing p rocess tha t i nvo lved

the educa t iona l demons t ra t ion o f a c ry ogen- f ree

superconduc t ing magne t . To under s tand the wor ing

pr inc ip le s o f supe rconduc t ing magne t s , s t uden t s

need nowledge o f e lec t romagne t i sm and so l id s t a te

phy s ics . The demons t ra t ion was conduc ted th rough

homemade v ideos , combined wi th an ac t ive l ea rn ing

approach . S tuden t s conduc ted group d i scuss ions on

the l imi ta t ions o f conven t iona l e lec t romagne t s i n

genera t i ng l a rge magne t ic f i e lds , and on the

ca lcu la t ion o f magne t ic f i e lds gene ra ted by

superconduc t ing magne t s . Fu r thermore , s tuden ts

l ea rned about the advan tages o f superconduc t ing

wi re i n gene ra t ing the l a rge magne t ic f i e lds neede d

fo r M and l inear moto r ca rs . hope many s tuden t s

have become aware tha t , to unde r s tand p rac t i ca l

app l ica t i ons o f fundamenta l na tu ra l l aws ,

unde rs tand ing of l ea rn ing con ten t f rom mul t i p le

d i sc ip l ine s i s necessa ry.

5 . Acknowledgement

ac nowledge the Acce le ra t i on Program for

Univers i ty duca t ion ebu i ld ing f rom the Min i s t ry

o f duca t ion , Cul tu re , Spor t s , Sc ience and

Technology fo r the suppor t o f sy s tem F T eplay,

which made the up load ing of the p re recorded v ideos

poss ib le . am a l so g ra te fu l fo r the f i nanc ia l suppor t

f rom the budge t commi t tee o f Fu uo a ns t i t u te o f

Technology. Thi s wor was per formed under ou r

accep ted p ro jec t s n t roduc t ion o f c l i c e r s in the

f l ipped c lass room and n t roduc t ion o f c ry ogen- f r ee

superconduc t ing magne t s , a iming a t advanced

educa t ion and resea rch . than Tina Tin , PhD, f ro m

danz Group (www.edanzed i t ing .com ac) fo r ed i t i ng

a d ra f t o f th i s manusc r ip t .

References

1 ) . . D o r i , . e l c h e r, M . e s s e t t e , M . D a n z i g e r , A .

M c K i n n e y a n d . u l t Te c h n o l o g y f o r a c t i v e l e a r n i n g ,

M a t e r. To d a y, o l . 6 p p . 4 4 - 4 9 , 2 0 0 3 .

2 ) . . o u r n e , D . a r r i s a n d F. M a y a d a s O n l i n e

e n g i n e e r i n g e d u c a t i o n e a r n in g a n y w h e r e , a n y t i me , .

n g . d u c . , o l . 9 4 p p . 1 3 1 - 1 4 6 , 2 0 0 5 .

3 ) C . F i e s a n d . M a r s h a l l C l a s s r o o m r e s p o n s e

s y s t e ms A r e v i e w o f t h e l i t e r a t u r e , . S c i . d u c .

Te c h n o l . , o l . 1 5 p p . 1 0 1 - 1 0 9 , 2 0 0 6 .

4 ) . - D . K o l i a n t , D . D r a n e a n d S . C a l i n s

C l i c e r s a s c a t a l y s t s f o r t r a n s f o r ma t i o n o f t e a c h e r s ,

C o l l e g e Te a c h i n g , o l . 5 8 p p . 1 2 7 - 1 3 5 , 2 0 1 0 .

5 ) A . P. M a z z o l i n i , S . D a n i e l a n d T. d w a r d s U s i n g

i n t e r a c t i v e l e c t u r e d e m o n s t r a t i o n s t o i mp r o v e

c o n c e p t u a l u n d e r s t a n d i n g o f r e s o n a n c e i n a n e l e c t r o n i c s

c o u r s e A u s t r a l a s i a n , o u r n a l o f n g i n e e r i n g d u c a t i o n ,

o l . 1 8 p p . 6 9 - 8 7 , 2 0 1 2 .

6 ) M . o d r i g u e s a n d P. S . C a r v a l h o Te a c h i n g p h ys i c s

w i t h A n g r y i r d s e x p l o r i n g t h e i n e ma t i c s a n d

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15

d yn a mi c s o f t h e g a me , P h y s i c s d u c a t i o n , o l . 4 8 p p .

4 3 1 - 4 3 7 , 2 0 1 3 .

7 ) . M a z u r F a r e w e l l , l e c tu r e , S c i e n c e , o l . 3 2 3 p p .

5 0 - 5 1 , 2 0 0 9 .

8 ) . S . D a v i e s , D . . D e a n a n d . a l l F l i p p i n g t h e

c l a s s r o o m a n d i n s t r u c t i o n a l t e c h n o l o g y i n t e g r a t i o n i n a

c o l l e g e - l e v e l i n f o r ma t i o n s y s t e ms s p r e a d s h e e t c o u r s e ,

d u c a t i o n Te c h n o l o g y e s e a r c h D e v e l o p me n t , o l . 6 1

p p . 5 6 3 - 5 8 0 , 2 0 1 3 .

9 ) C . C . o n w e l l a n d . A . i s o n A c t i v e e a r n i n g

C r e a t i n g x c i t e me n t i n t h e C l a s s r o o m A S C

i g h e r d u c a t i o n e p o r t s , ( a s h i n g t o n , D C C ) ,

1 9 9 1 .

1 0 ) D . . S o o l o f f a n d . K . T h o r n t o n n t e r a c t i v e

l e c t u r e d e mo n s t r a t i o n s , a c t i v e l e a r n i n g i n i n t r o d u c t o r y

p h y s i c s , ( o b o e n , i l e y ) , 2 0 0 4 .

11 ) M . D . S h a r m a , . D . o h n s t o n , . o h n s t o n , K .

a r v e l l , G . o b e r t s o n , A . o p i n s , C . S t e w a r t , .

C o o p e r a n d . T h o r n t o n U s e o f i n t e r a c t i v e l e c t u r e

d e mo n s t r a t i o n s A t e n y e a r s t u d y, P h y s i c a l e v i e w

S p e c i a l To p i c s - P h y s i c s d u c a t i o n e s e a r c h , o l . 6

0 2 0 11 9 , 2 0 1 0 .

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16

The educational value of ewspaper ommunication Prize based on the perception of awardees

Mi a a ano (Department of Socio- nvironmental Studies)

Abstract

n 2015, apan lowered the voting age from 20 to 18, which provided an opportunity for more students in higher

education to be aware of their responsibility as participants in their nation s sovereignty. n terms of development, students doing research on current events and expressing their thoughts about the events in their daily lives constitute an important training for them in understanding not only society but also themselves. This paper aims to examine the point of views of the student awardees in the ewspaper Communication Prize Contest 2015 to develop a program for sovereign education. This contest was introduced in 2014 to the curriculum targeting freshmen at the Fu uo a nstitute of Technology. n this contest, students choose an article they are interested in and state their opinion on it after discussing it with others, such as friends and family. nformation gathering and a uestionnaire survey were conducted with 19 out of 23 awardees. The results show that a majority of students recognize the importance of reading newspapers, learning to be diligent in getting information from several media outlets, and discussing social issues with friends and family. Of the 19 participants, 7 stated that they started to read newspapers more fre uently after the contest. This shows that besides the awardees readiness in sovereignty education, higher education has potential to offer such an environment to students. Key words: Sovereign education, Ne spaper, ommunication, ontest, res man

1 .

2015 18

2015

2016

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17

2010

ewspaper i n duca t ion

2007

2012

9

1

2

1

2014

2018 5 1

4

2016 2017 2017

2018

2015

2017

2 .

2 . 1

6

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18

2 . 2

3

A3 1

1

400-500

300-400

600-800

2015 4 806 23

1

1 1

1 20

10 43 .5%

9 39.1% 3 13.1%

1 4.3%

3 .

2015

23

1 2 15

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19

10 2016 10

23 19 82 .6%

30

14

16

1 2

1 5 5

17

1

2

3

4 1

5

6

7 6

8

9

10

11 10

12

13

14

15

16

17

4 .

1:

1 3 .89 SD= .87

2

2:

2 3 .94 SD=.84 1

1

3

3 3 .42 SD= .90

1 2

4 1

4 5 6 31 .5%

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20

5 10 10 52 .6% 10 15

1 5 .3% 15 30 1 5 .3% 30

1 5.3%

5 10

5 8

36 .4% 7 31.8% 2

9.1% 2 9.1% 2

9.1% 1 4.5%

16

84 .2% 3 15 .8%

8

10 62 .5%

5 31 .2% 1 6.3%

6

3

1

8 2 10 .5% 2

3 1 3 15 .8% 1

5 26 .3% 2 4 21.1% 1

5 26.3%

1

1

9 15

78 .9%

4 21.1%

Page 25: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

21

1

10 18 94 .7%

1 5.3%

11 1

11 10 47 .6%

10 47.6% 1

4.8%

8

12

12 11

13

14

14

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22

2

1

15 2 .73 SD 1 .09

5 4

3

2 1

3 2

6 31 .6%

5 26.3% 8 42.1%

4

3

2 15 16 3

% % %

15 6 31 .6 5 26 .3 8 42 .1

16 9 47 .4 6 31 .6 4 21 .1

1

16 3 .31 SD 1 .05

16 15 3

2 9

47 .4% 6 31.6% 4

21.1% 15 16

7 36 .8% 15 16

5 .

4

5 . 1

8

1 94 .7%

84.2%

5 10

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23

3

1 2 1

5 . 2

now wha t

now how

1

2010

6 .

2015

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24

1 ) 2 0 1 6

. , 3 1 ( 3 ) , p p . 1 7 2 1 8 3

2 ) 2 0 1 7

2 8

3 ) 2 0 1 5 8

h t t p w w w. c h o s a

a i . g r. j p 2 0 1 7 1 2 1 4

4 ) 2 0 1 0

5 ) 2 0 1 6

1 8

5 8

1 0 9

6 ) 2 0 1 7

8 9 p . 2

7 ) 2 0 1 8

8 ) 2 0 1 7

1 2 , p p . 8 - 1 0

9 ) 2 0 1 7

1 4

p . 3 9

1 0 ) 2 0 1 5

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25

gP

A report on the 2 1 global pro ect-based learning (gP L) program in the electronics information department of Fukuoka Institute of Technology (FIT)

Kei guchi (Department of nformation lectronics)

aorong i (Department of nformation lectronics)

Abstract

n this paper, we report the 2018 global project-based learning (gP ) program in the electronics information department of Fu uo a nstitute of Technology (F T). n 2018, we conducted two gP programs anoi Global P and Da ang Global P . n the anoi program, three F T students undertoo the function enhancement of the line trace robot. On the other hand, two F T students tac led the development of Android software and aspberry Pi embedded software in the Da

ang program. The uestionnaire survey revealed that these gP programs had a great influence on the learning will of students. Furthermore, concerning the effectiveness of these programs, affirmative answer was obtained from all students. Key words: lo al pro ect- ased learning, ro lem solving learning, S ort-term stud ing a road, eam ma ing

1 .

21

11 11 18

1 )

2 ) - 4 )

AC Advanced Cul tu re and

duca t ion Program STA Step-up And

e - lea rn ing Program

S T

gP Globa l

Pro jec t ba sed ea rn ing

1 ,000

DU-Por t

2018 T

82 .0

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26

gP

30 3

2

gP

50

gP

UST ano i

Univer s i ty o f Sc ience and Technology

3

FPT

2

2 . gP L

2 . 1

UST gP

FPT Andro id

asber ry P i

1 3

5 2 4 1

3 2

1

2

gP

1

11

P C

asber ry P i3 6

12

C Py thon

Andro id

6

1

6

2 . 2 ST

2 UST

UST

14

Page 31: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

27

1

UST

S T 29 5

UST 18

3 2 4 5

1

S T 1

2 ST

3 1

2

3 4

5 gP

6 gP

78

gP

9 10 11 12 gP 13 14

1

2 ST

3

1

2

2 P

Page 32: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

28

S T

gP

S T

3

4

S T

2

(a )

(b)

4 ST

2 . 3 FPT

3 FPT

FPT

10 UST

FPT

5 2

S T 16 FPT

2 FPT

3 FPT 3

8

9

10 11 1213 gP

14 1516 gP

17 18

Page 33: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

29

5

Andro id asbe r ry P i Arduino

P

6

5 FPT

6 FPT

3 .

gP

7

4

4

1 gP

2 gP

5 5 10 10 15 15 20 20 25 25 30 30

3 gP

3

A)

)

C)

D)

)

F )

G)

)

) 4 gP

5 gP

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30

7 1

80%

3.8

8 2

80% 25

1

1

2

9 3

F)

)

)

gP

3

3

10 4

80%

3.8

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31

1 4

11 55 )

11 4

andom

wal s 5 )

11

11 5

4 .

30 3

gP

2 gP

F)

)

)

gP

1 )

h t t p w w w. me x t . g o . j p b me n u s h i n g i o l d c h u y o o l d

d a i g a u i n d e x t o u s h i n 1 3 1 5 9 5 8 . h t m ( 3 0 4 16

)

2 ) a m Tr u n g g o D u n g

e

P

P

p p . 2 5 0 - 2 5 1 ( 2 0 1 4 )

3 ) G P

p p . 2 4 2 - 2 4 3 ( 2 0 1 5 )

4 ) O h u r a M i c h i o t o K o d a i A p i r u v o r a p i n i t P a s o r n

C h a r o e n p i t S a r o mp o r n M u l t i - me d i a G l o b a l P w i t h

T M 5 a n d T C T To o l i t f o r a p a n e s e a n d T h a i

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32

S t u d e n t s S A n n u a l C o n f e r e n c e n t e r n a t i o n a l

S e s s i o n P r o c e e d i n g s p p . 4 5 - 5 0 ( 2 0 1 7 )

5 ) ,

A K C o d e r p p . 5 5 - 5 9 ,

2 0 1 4

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33

Key words: Engineering Et ics, roup Discussion, omputer Science and Engineering, Individual pinion

1 .

3

2

1 )

20152 , 3 ) 15 2

2016

CS3 )

2017

2015

2016

2 .

2 . 1

2 2017

2 146

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34

6 13

4 ) 13

5 )

3

2 . 2

1 4 5

1 1

1 2016 2017

2017

3

1 13

2 16 2 1

Page 39: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

35

2 . 3

3

5 12 14

6 13

14

5

3 1

5 3

1 14

3 .

3 . 1

1

3 . 2

2

1 2 3

3

1

20 17 13

2015 2016

2

3 . 3

14

4 .04

4

0 .91 1 3

2015 3 .85 2016

3 .98

3 . 4

14

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36

(3 )

(2 )

4

1 2

4 .

4 . 1

3

4

4 . 2

2016

5 .

2017

2016

2017

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37

1 ) p p . 3 4 - 4 1

2 0 1 5 .

2 )

F D A n n u a l e p o r t ,

o l . 6 , p p . 3 0 - 3 5 , 2 0 1 6 .

3 )

F D

A n n u a l e p o r t , o l . 7 , p p . 4 5 - 5 0 , 2 0 1 7

4 ) h t t p s w w w. j s e e . o r. j p

5 )

A

o l . 1 3 5 , o . 11 , p p . 6 7 9 - 6 8 5 , 2 0 1 5 .

D D

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38

i-ST M

Key words: niversit -Hig sc ool colla oration, S EM education, Education met od, reativit education, i-S EM

1 .

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58

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Page 64: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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Page 66: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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Key words: Statistical processing, statistical data, students evaluation, visuali ation, educational material

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Page 68: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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Page 69: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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Page 72: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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0 9 0 0 10 19 0 0 20 29 0 1 30 39 0 1 40 49 2 1 50 59 5 0 60 69 1 0 70 79 1 2 80 89 2 3

90 100 8 11 77 .16 83 .00

2 6

2 7

2016

2016

2 7

9 2016

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0 .93

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7 . 3

. 3

0 .93 0 .93

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(1 ) 5%1 3 ) 7 . 3

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6

2017

.

2

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7 .1

(1 ) (3)

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(1 )

(2 )

(3 )

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20.0%

40.0%

60.0%

80.0%

100.0%

120.0%

(1 )(2 )

(3 )(4 )

(5 )

0.0%

20.0%

40.0%

60.0%

80.0%

100.0%

120.0%

(5 ) (4 )(3 ) (2 )

(1 )

0.00%

5.00%

10.00%

15.00%

20.00%

25.00%

30.00%

35.00%

40.00%

45.00%

0 910 1920 2930 3940 4950 5960 6970 7980 89

90 100

(2016 2017 )

2017 2016

0.00% 20.00% 40.00% 60.00% 80.00%

0 9

10 19

20 29

30 39

40 49

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60 69

70 79

80 89

90 100

(2016 2017 )

2017 2016

. 1 . 2

Page 75: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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6 .1 6 .2

%

C1 5

C2 4

C3 3

C4 2

C5 1

S1 5

S2 4

S3 3

S4 2

S5 1

A C1 C2 C3 C4 C5

2012 17 .6 47 .1 23 .5 5 .9 5 .9 2013 11 .1 38 .9 22 .2 27 .8 0 .0 2014 24 .0 12 .0 36 .0 24 .0 4 .0 2015 9 .1 27 .3 45 .5 9 .1 9 .1 2016 0 .0 30 .0 50 .0 20 .0 0 .0 2017 35 .7 35 .7 21 .4 7 .1 0 .0

S1 S2 S3 S4 S5

2012 29 .4 29 .4 23 .5 17 .6 0 .0 2013 11 .1 27 .8 38 .9 11 .1 11 .1 2014 24 .0 8 .0 44 .0 20 .0 4 .0 2015 9 .1 27 .3 54 .5 0 .0 9 .1 2016 10 .0 30 .0 40 .0 20 .0 0 .0 2017 28 .6 42 .9 21 .4 7 .1 0 .0

2016 2017

0 9 15 .00 0 .00 10 19 10 .00 0 .00 20 29 5 .00 0 .00 30 39 15 .00 0 .00 40 49 10 .00 10 .53 50 59 5 .00 26 .32 60 69 0 .00 5 .26 70 79 0 .00 5 .26 80 89 0 .00 10 .53

90 100 20 .00 42 .11

2016 2017

0 9 0 .00 0 .00 10 19 0 .00 0 .00 20 29 5 .88 5 .26 30 39 0 .00 5 .26 40 49 1765 5 .26 50 59 0 .00 0 .00 60 69 5 .88 0 .00 70 79 17 .65 10 .53 80 89 29 .41 15 .79

90 100 23 .53 57 .89

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72

Key words: Discrete mat ematics, calculus, students evaluation, students satis action, class organi ation, class contents

1 .

2 0 1 7 2

1

2

2

2 3

2 8 16

2

1

2 . 2 16

2 . 1

( . )

1 2 . n ( )

2 .1 2 .2

2 .1

5

4

3

2

1

n (1 )

n (2 )

Page 77: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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2 . 2

2 .2

5

4

3

2

1

20067 )

(01)

(02)

(03)

(04)

(05)

(06)

(07)

(08)

(09)

(10)

(11)

(12)

(13)

(14)

(15)

5 )

2 .3

2 .4 2 .5

0 .0537

2 .3

2006 2 .9 2 .9 117

2007 3 .4 3 .5 80

2008 3 .8 3 .7 80

2009 3 .7 3 .6 92

2010 3 .7 3 .6 127

2011 3 .6 3 .6 121

2012 3 .6 3 .6 110

2013 3 .7 3 .3 129

2014 3 .3 3 .2 125

2015 3 .4 3 .1 113

2016 3 .7 3 .4 86

1 2 3

2

2 .4 ( )

y = -0.0127x + 3.66R² = 0.0537

3.2

3.3

3.4

3.5

3.6

3.7

3.8

3.9

0 1 2 3 4 5 6 7 8 9 10 112007 2016

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74

2 .5 ( )

1 1 (1) Di sc re te

mathemat ic s

1 1 (2) 2 8 16

1 2017

2 . 3

2 .6

2013

2(1 )

2 .6

2013 2 .6 2 .7 136

2014 3 .2 3 .3 124

2015 3 .0 3 .0 128

2016 3 .2 3 .3 92

2(2 ) 1

2013

6 ) 20144 )

1(1)

1(2 )

y = -0.0485x + 3.7267R² = 0.5328

3

3.1

3.2

3.3

3.4

3.5

3.6

3.7

3.8

0 1 2 3 4 5 6 7 8 9 10 112007 2016

Page 79: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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1(3 )

45 60

2013

3 .4

97 2 .7

2 .2 2014

(01)

(02)

(03)

(04)

(05)

(06)

(07)

(08)

(09)

(10)

(11)

(12) n

(13)

(14)

(15)

1 (1 ) (3)

2014

2017

2 2017

2 . 4

2013

(01)

(02)

(03)

(04)

(05)

(06)

(07)

(08)

(09)

(10)

(11)

(12)

(13)

(14)

(15)

20136 ) 2014

4 )

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76

2 .7

2 .8 2 .9

2 .

2013 3 .4 3 .4 97

2014 3 .5 3 .5 113

2015 3 .5 3 .3 107

2016 3 .5 3 .5 86

0 .0182

2014

2016

1 2(1 ) (2 )

2

2 .

2 .

2(1 )

2(2 )

2017

2 2017

3 . 2 1

1 1

2

y = 0.03x + 3.4R² = 0.6

3.3

3.4

3.5

3.6

0 1 2 3 4 52013 2016

y = 0.01x + 3.4R² = 0.0182

3.2

3.3

3.4

3.5

3.6

0 1 2 3 4 52013 2016

Page 81: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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3 . 1

1

(01)

(02) 2 8 16

(03)

(04)

(05)

(06)

(07)

(08)

(09)

(10)

(11)

(12)

(13)

(14)

(15)

29 2 ) 3

4 .2

3 .6 2007 2016

2 .3

2008 2012

3 . 2

2

(01)

(02) 4

(03)

(04)

(05) n

(06)

(07)

(08)

(09)

(10)

(11)

(12)

(13)

(14)

(15)

2 .34 )

3 . 1

2014 2016

2 .6

2

3 . 1 2 1

3 .7 3 .4 95

3 .1 2 .9 29

3(1 )

3(2 )

Page 82: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

78

4(1 )

1

2

2

4(2 )

2

2017

2 1

90

2

3

2

2017

4 .3 3 .4 11

3 .2

3 . 3

2

(01)

(02)

(03)

(04)

(05)

(06)

Page 83: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

79

(07)

(08)

(09)

(10)

(11)

(12)

(13)

(14)

(15)

2 .44 )

3 . 2

2013 2016

2 .7

2018

3 .2 2 1

3 .5 3 .6 100

4 .3 3 .4 11

2013 2016

2 .7

2

3 . 4

2017 1 2

2008 2012

4 .

1 )

2012 2017

2013

0 .87

82

4 .1

0 .7626

3 )

4 .2 0 .87

4 .1 4 .2

Page 84: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

80

4 .1

4 .2

0 .87 0 .87

16 .03 16 .03

5% 1%

t 2 .28 2 .89

5 .

2017 2

1

2

2

2 3

1

3 .4

2008 2012

2

4 .1 4 .2

1 )

3 5 p p . 1 1 6

y = 0.7725x + 0.775R² = 0.7626

1.5

2

2.5

3

3.5

4

4.5

5

1.5 2.5 3.5 4.5 5.5

Page 85: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

81

2 0 0 1 .

2 )

2 9

2 0 1 6

3 )

2 0 0 8 3 3

4 )

2 0 1 3 9 1

5 )

2 0 0 9 3

6 )

2 0 0 5 8 2

7 )

4 2 1 p p . 2 3 3 0

2 0 0 9 .

Page 86: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

82

29

29

.

.

2

.

7

7 1

7 2 2

7 1

.

25

27 40% 30%

29

841

46 .3% 793 34 .6%

2 3 4

4

29 .7% 19.4%

Page 87: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

83

.

58 .1% 31 .1% 27.0

48 .3%

20.8 .% 27.5

.

63 .5%

51.3% 2.7

12 .2

.

.

1

Page 88: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

84

78 .7%

80.0% 28

70 .1% 75.1% 1

.

2

91 .2% 90.3% 28

88 .2% 88.6% 90%

.

3

1

50

60

2

28 11 .1% 12.6%

29 11.9% 12.8

Page 89: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

85

70

2

4

. 4 4

2

4

5

Page 90: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

86

4 5

0 .7

0 .8 1 .5

0 .5 0 .9

0 .2

. 4

6

4

3 .33

3 .29 28

0 .05 0 .01

4 .

5

236 91 .8%

4 .

5

80%

Page 91: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

87

4 .

4 .

5

15 30 1

5

A B C D E F G H I

A B C D E F G H I

Page 92: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

88

2

4 . 4

A B C D E F G H I

A B C D E F G H I

A B C D E F G H I

A B C D E F G H I

A B C D E F G H I

Page 93: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

89

.

4

8

Page 94: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

90

.

3

2017 4

2

.

.

2008

1

.

2

2015

3

.

2015

2

Page 95: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

91

4

2015

4

2013

3

5

. 4

3

Page 96: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

92

6

.

.

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10 2018 2

1 .

2 .

3 .

4 .

5 .

6 .

7 .

8 .

9 .

Page 97: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

93

.

. .

1 2017 5 1

3 5

2002 106

2

2

6 1

5 6

7

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9 3

3

. .

1 2017 5 1

4 14

6 548 336

2

8

1 .

2 .

3 .

4 .

5 .

6 .

1 .

2 .

3 .

Page 98: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

94

40%9

3

. .

1 2017 5 1

4 7

1 770 100

2

5

1 0

4

3

. . 4

1 2017 5 1

5 13

9 101 371

1 .

2 .

3 .

4 .

Page 99: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

95

2

51 1

3

4 .

4

1

2

3

4 3

5

3

2018

1 .

2 .

3 .

4 .

5 .

Page 100: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

96

1 2

.

2

2

2017

1 3

3

3

3

1 2 0 0 8 . 7 . 7 7

2

. . .

2 0 0 8 1 2 2 6 1 2 1 7 0 6 7 0 0 2 .

2 0 1 8 . 2 . 2 6

3

2 0 1 5 . 6 . 2 9 4 3 1 9

4

Page 101: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

97

2 0 1 5 . 6 . 7 1 3

5

2 0 1 3 4 5

2 0 1 3 . 4 . 3 2 3 4

6

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. . . 0

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2 0 1 7 . 1 0 . 2 3

7 3

. . . 4

0 4 3 1 3 9 7 5 4 0 . 2 0 1 7 . 1 0 . 2 3

8 3

. . .

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9 6

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. . .

2 0 1 8 . 0 2 . 2 1

1 2

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1 3

. 6 8 7 2 0 1 7 . 1 0 . 3 7 4 5

2017

2018 3 5

Page 102: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

98

26

29

.

.

3

8

.

.

3

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Page 103: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

99

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2

3

29

2 2

29 10 13 15

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3

29 10 26 27

2 3

3

Page 104: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

100

.

. .

3

29 9 15 17

11

29 9 28 13

2018

30 3 14

22 42

90

. .

2 1

30 3 5 25

2

30 3 22 30

Page 105: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

101

1

2

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31

29 81 77 137

140 75 77

50

29

16 14

2

52 46

89 .1%

4.0

29 3 .33

3 .38 3 .29

3 .38

Page 106: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

102

. 4 .

30

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27

28 10

29 12

29 9 15

29 8

2017

29

12 16 30 1

414

Page 107: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

103

.

590 602

239 212

232 205 3 .5

3 .1

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.

. .

29

29

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80 .2%

52.0 89 .5

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88 .2 80

3

Page 108: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

104

. .

28 29 2

4

.

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30

1

30 3 22

Page 109: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

105

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27

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3 3

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Page 110: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

106

. . 4

26

29

231

30 3 14

22 42

64

.

52 .0

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89 .7%

Page 111: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

107

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2 .

3 .

Page 112: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

108

4 .

Page 113: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

109

2017

.

1

3

.

1

4

0 1 0 2 0 0 0 0 0

2 0 9 0 0 0 0 0

3 5 3 9 0 0 1 1 0

4 8 0 3 7 2 1 0 4 0

6 4 0 9 1 3 2 1 7 1 1 4 1

8 0 0 1 0 3 11 5 4 6 7 0 6 8 5

0 0 3 0 3 2 4 0 1 4 9 4 8 8 2 8 7 9

0 2 8 5 1 0 0 1 3

3 4 0 5 0 0 0 5

4 8 0 3 8 9 8 0 5 5

5 6 7 3 8 11 1 8 0 6 7

6 4 0 9 3 2 7 0 3 9

8 0 0 6 1 1 7 0 2 4

2 0 0 0 2

7 0 1 2 3 7 1 1 2 0

2 5 1 3 3 3 0 7 1

1 0 0 0 1 9 8 2 5 7 0 1 1 9 4

Page 114: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

110

1

480

2

480

200

300

3

4 1 0 0 1 4 0 1 1 3 5 0 0 5 2 1 6 7 3 0 1 0 0 1 9

8 1 3 0 2 1 0 0 2 1 5 2 0 7 0 0 7

5 0 0 5 3 1 7 6 4 0 1 0 0 0 1 0

7 0 0 8 0 0 8

2 0 1 7 4 8 3 2 0 8 0 5 4 8 1

2 0 1 6 5 8 3 0 1 8 7 5 1 3 7 9

4

6 2 0 0 6 2 0 0 6 2 0 5 0 5 0 0 5

2 0 1 7 6 2 5 0 6 7 0 0 6 7

2 0 1 6 5 3 1 8 0 7 1 0 4 6 7

Page 115: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

111

2

1

10 15 150

3

48 80

5

4

81

4

62

5

67

1

17

10

8

.

1

1

1 3 1

90 50 13

4

480

1

3

5

72.3%67.5%

40.2%

35.6% 33.8%

93.3%92.7% 85.5%

79.1%

83.6%

0%

20%

40%

60%

80%

100%

1 2 3 4 5

1 23 45

Page 116: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

112

1

50

1

200

200 300

2

1

Page 117: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

113

1

3

4

5

2 4

1

4 1 4 1 3 1 0 3 3 2 0

5 5 2 3 11 1 3 9

6 1 6 2 5 1 2 1 3 4

7 2 3 1 4 1 2 5 2 3

8 1 0 1 6 2 8 7

9 0 0 3 0 0

1 6 0 1 5 4

2018 2

Page 118: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

114

90

2 17

1

50

15

4

400

5

4

1

1

2

76.8% 73.2%

53.0% 47.6% 52.6%

83.6% 75.1%

59.3% 52.5%

71.8%

0%

20%

40%

60%

80%

100%

1 2 3 4 541

1 23 45

Page 119: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

115

1

3 2

4

1

90

2017

30

30

14 13 41.4 0 1 102 45.0 1 1 5 6 32.7 3 0 109 42.9 17 0 10 9 40.3 1 2 132 42.3 12 2

21 21 32.9 4 0 100 38.9 12 0 7 7 38.0 2 1 155 45.9 3 2

5 7 27.4 3 1 99 39.1 14 2 10 10 340. 3 0 100 43.3 8 0

8 8 40.5 0 0 82 43.2 2 0 62 62 42.5 3 0 194 43.6 9 7

142 143 19 5 1073 78 14

12017 2

02468

1012

1 2 3 4 5 6 7 8 9 10 11 12 13 1 2 3 4 5 6 7 8 9 10 11 12 13

Page 120: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

116

11

4

1

21 .1

0 0

0 0 52 50

5 3 1 5 1

1

4

5 .8 7 .1 1 .4

14 46 45 13

0 0

4 1

1

6

1 30

30

6

97 .5% 88.9%

86.6%

65.7%

93 .6% 88.9%

90 .9%

97 .8%

7

Page 121: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

117

8

95 .7%

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68

2 0 11 2 0 1 2 2 0 1 3 2 0 1 4

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8 1 . 8 % 8 0 . 4 % 8 5 . 5 % 8 1 . 2 % 7 6 . 0 % 8 1 . 2 % 7 . 3 % 7 8 . 7 %

6 5 . 9 % 7 7 . 3 % 6 6 . 9 % 7 7 . 8 % 6 2 . 3 % 7 9 . 2 % 6 2 . 3 % 7 6 . 4 %

2 0 1 0 2 0 11 2 0 1 2 2 0 1 3 2 0 1 4 2 0 1 5 2 0 1 6 2 0 1 7

7 9 . 7 % 6 6 . 7 % 9 0 . 3 % 7 3 . 3 % 7 0 . 1 % 7 7 . 2 % 6 5 . 5 % 7 8 . 8 %

8 7 . 5 % 9 4 . 1 % 9 2 . 6 % 9 2 . 8 % 9 2 . 2 % 8 9 . 8 % 8 9 . 8 %

9 5 . 2 % 9 8 . 4 % 9 5 . 3 % 9 4 . 7 % 9 6 . 3 % 9 3 . 2 % 8 6 . 1 % 9 3 . 9 %

9 9 . 3 % 9 9 . 1 % 9 8 . 8 % 9 9 . 1 % 9 8 . 7 % 9 8 . 3 % 9 8 . 9 %

9 6 . 9 % 1 0 0 . 0 % 9 8 . 2 % 9 6 . 0 % 1 0 0 . 0 % 9 2 . 3 % 9 6 . 7 % 1 0 0 . 0 %

1 0 0 . 0 % 9 7 . 8 % 9 7 . 8 % 9 9 . 5 % 9 7 . 3 % 9 7 . 3 % 9 5 . 9 %

9 0 . 5 % 8 8 . 8 % 9 4 . 5 % 8 7 . 4 % 8 7 . 8 % 8 7 . 8 % 8 2 . 8 % 9 1 . 2 %

9 4 . 8 % 9 6 . 7 % 9 6 . 1 % 9 6 . 6 % 9 5 . 8 % 9 4 . 6 % 9 4 . 6 %

1

Page 122: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

118

1

4 .

2014 181

103 56 .9% 2015 181

4 118 65 .2%

7

2012

10

1

8 91 .2%

1

3

1

.

2009 4 1

2

1 1

1

.

.

1

67

1

Page 123: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

119

29 10

.

2012

1

2016

84

18%

21 32

31

84 4 22

2017 3

3 2017 5 22

1

.

6 4

10

5%

2016 5

1 2017 10

5 6

2

9

95%

Page 124: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

120

.

14 2016 15 2017

2017

6 11

3 .2 2 3

4 .

29

7

30

2 2

15

2 1

1

1

29

3 11

15 1

4 7

30

4

4

Page 125: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

121

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1 .

2 .

3 .

4 .

5 .

.

.

3

12 43

66 121 1

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124

26

2 3

2

75 3 15 72

2 3

2

29 126 64 .5%

0.0

20.0

40.0

60.0

80.0

100.0

0

20

40

60

80

100

120

140

160

H23 H24 H25 H26 H27 H28 H29

A

B

C

0.0

10.0

20.0

30.0

40.0

50.0

60.0

70.0

H24 H25 H26 H27 H28 H29

124 126

140

Page 126: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

122

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8 30

9 6 6 1

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1 6

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4

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4 .

1 3

.

10 11

.

.

Page 127: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

123

.

1

2

3

.

1

8

25 10 26

9

12

Page 128: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

124

2

3

26 12

3 4

12 9 4 3

3

3

23

24

10

26

29

Page 129: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

125

Page 130: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

126

.

4 1

11

2017

1

2

1

3

4

5

2017

.

1 2018

61 64 3

19 1825 22

30 27 2931

18

10

22

8

16

418 14

1113

15 16

54

64

57

43

65

50

61

0

10

20

30

40

50

60

70

2012 2013 2014 2015 2016 2017 2018

Page 131: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

127

10%

2019

2019

2018 2

4

6

.

2017

2017

2

6

19

2018

2

1 1 2 1

3 2

4 .

2016

2017

3

2017 2018

2016

2017 11

.

Page 132: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

128

2017 3

1 2

2 16

10 1

4 3

6

2016

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1

Page 133: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

129

25

27 3

29 4

30 4

2

29

30

29 9

80

62 142

81 62

143

63 .1

16 .3%

9 9 . 7 % 9 1 . 7 %

9 8 . 4 % 9 0 . 7 %

100%

Page 134: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

130

2

30

9

66

. .

Page 135: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

131

1 4 17 1. 1 28 2 29 3 4

29 28 2016

2. 1 29 3. 2 6 19 1. 1 2 28

3 29 4

28 7 28 7 6

2. 1 29 2 3 30 3. 3 8 22 1. 1 2

3 29 29

2. 1 30 3. 4 10 16 1. 1 29 2 30 3 4

29 22 2017

2. 1 30 2 30

3. 1 2 2017 5 12 18 1. 1 2017 2 3 30 4 2 3 2. 1 2 3. 6 3 12 1. 1 29 2 30 3 29 4 30 2. 1 2017 2 30

1 4 20 1. 4 17 2. 1 2 3 4 5 6 2 5 31 1. 28 2. 3. 29 4.

5. 6. 1 5 30 3 7 5 1. 2. 3. 4.

5. 30 2 3 6. 1 6 19 2 6 27 4 9 13 1. 2.

Page 136: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

132

3. 4. 30 2 3 5. 6. 7. 8. 1 8 22 2 8 29 3 5 10 4 1. 2. 3. 30 2 3 4. 1 2 2 29 3 9 26 6 11 8 1. 29 2. 30 2 3 3. 1 29 2 3 4 10 16 5 11 7 6 7 12 6 1. 29 2. 30 2 3

3. 1 29 2 11 28 3 8 1 19 1. 29 2. 3. 4. 1 2 3 12 18 4 12 26 9 2 16 1. 30 2. 3. 1 1 30 2 3 3 16 10 2 27 1. 30 2. 29 3. 4.

5. 4 6. 2017 7. 30 8.

9. 1 2 27 2

1 4 26 1. 2. 3. 4.

5. 6.

7. 1 4 17 2 4 25 2 5 31 1. 2. 3. 4. 5. 6. 1 2 3 4 5 30 3 6 28 1. 2. 2017 3. 4. 5. 30 6. 1 2 3 6 19 4 6 27 4 7 26 1. 2. 3. 29 4.

5. 1 2

3 4 12

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133

7 28 5 7 25 5 9 27 1. 2. 3. 29

4. 30 2 3 5. 6. 7. 8. 9. 1 2 3 4 5 6 8 22 7 8 29 9 26 6 10 25 1. 2. 29

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3 2. 30 2 3

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2 27

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4 17 4 25

2 6 14 1. 2.

5 30 3 7 19 1. 2.

6 19 6 27

4 9 20 1. 2. 3. 4. 5. 6. 7.

8 22 8 29

5 10 11 1. 2. 30 3.

9 26 6 11 15 1.

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134

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5. 28

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1.

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1. 2.

1.

2. 3.

4. 5. 7 11 14

1.

1. 2. .2

Page 139: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

135

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2016 4 10 11 1. 2. 29 3. 30 4.

5 10 30 1.

2. 10 16

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12 18 12 26

8 2 15 1. 30 2. 3.

30 9 3 30 1. 3 12 2. 30 3. 4.

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28 4 10 2 5 30 1. 2. 3. 4. 29 5.

3 7 7 7 3 4

1 3 6 2 15 00

17 20 22

12 8 21 22 10 4 2 28

11 12 1 14

Page 140: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

136

28

3 6 27 1. 2. 29 3. 4. 5.

3 7 7

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3 7 7 1 9 21 14 30

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14 1500 6008

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29 29

7 11 7 1. 2. 29 3. 4. 5.

11 18

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11 18

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12 16

2018.10 26 10 1 30 1. 2. 3. 4. 29 5. 29 6.

3 14 11 2 27 1. 29 2. 30 3. 29 4. 30 5. 29 6. 7.

29 3 1 3 2 29

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Page 141: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

137

Page 142: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

138

2017.6.21

38 1.

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2017.6.29

7

2017.7.19

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2017.9.15 13

28

2017.9.22

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2.

2017.11.17

1. 4

2.

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2017.12.20

38

2018.3.5 4

25

Page 143: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

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2018.3.14

64 1.

2.

2018.3.16

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2018.3.22 5

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2017.9.15 13

2018.3.5 4 2018.3.22 5

Page 144: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z
Page 145: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z

.8

Page 146: FD Annual Report Vol.8(web)ファイルサイズ縮小2010 º4 v _ FD N4 µ S 0¿*( K Q b v) 4 u Z r 8 ~ r K S 2016 º ? } r W S'¨7 Ð « ± î É Û å>& p ) 0£#ì>' _ > 8 Z