$30 off During Our Annual Pro Sale. View Details »

gotestsから学ぶテストコード自動生成のメカニズム / Automatic generation mechanism learned from gotests

tkmnzm
October 28, 2019
Programming
6
17k

gotestsから学ぶテストコード自動生成のメカニズム / Automatic generation mechanism learned from gotests

tkmnzm

October 28, 2019
Tweet

More Decks by tkmnzm

See All by tkmnzm
Androidアプリの良いユニットテストを考える / Thinking about good unit tests for Android apps
tkmnzm
3
4.1k
Google I:O 2023 Androidの自動テストアップデートまとめ / Google I:O 2023 Android Testing Update Recap
tkmnzm
0
420
コルーチンのエラーをテストするためのTips / Tips for testing Kotlin Coroutine errors
tkmnzm
0
430
Androidのモダンな技術選択にあわせて自動テストも アップデートしよう / Update your automated tests to match Android's modern technology choices
tkmnzm
2
1.5k
SWET dev-vitalチームによるプロジェクトの健康状態可視化の取り組み / SWET dev-vital team's efforts to visualize the health of the project
tkmnzm
1
1k
モバイルアプリテスト入門 / Getting Started with Mobile App Testing
tkmnzm
1
270
25分で作るAndroid Lint / Android Lint made in 25 minutes
tkmnzm
0
750
2年半ぶりのプロダクト開発であらためて感じた自動テストの大切さ / realized the importance of automatic testing with product development for the first time in two and a half years
tkmnzm
1
630
Android スクリーンショットテスト 3つのプロダクトに導入する中で倒してきた課題 / Android Screenshot Test Problems solved by introducing into 3 products
tkmnzm
2
1k

Other Decks in Programming

See All in Programming
Intro to Stateful Services or How to get 1 million RPS from a single node
antyadev
0
140
非同期ツールキット「Vert.x」のご紹介
masatoshiitoh
0
120
​고군분투 LLM 프로덕트 적용기: Blind Prompting 부터 Agent까지
huffon
2
1.1k
君たちはどうプログラミングするか
tanakahisateru
7
910
Modern Java for the Masses! Is Java Still Relevant?
deepu105
1
460
Input object ではじめる入力値検証/input-value-validation-using-input-object
sanfrecce_osaka
0
200
Better Code Design in PHP
afilina
PRO
1
390
文系出身・開発未経験エンジニアが 入社から5年間で実践した学習法 〜エンジニアの世界で圧倒的に成長するために〜 (LT) - NIFTY Tech Day 2023
niftycorp
1
130
Comment choisir les « bons » composants open source ? (Capitole du Libre 2023)
pylapp
0
110
クソアプリを作ってみた💩 / kusojaku
uhooi
0
180
Open Source - A Journey of Contribution and Collaboration
ivargrimstad
0
840
セシール、大地に立つ - NIFTY Tech Day 2023
niftycorp
0
120

Featured

See All Featured
No one is an island. Learnings from fostering a developers community.
thoeni
14
1.8k
Designing with Data
zakiwarfel
93
4.6k
Web Components: a chance to create the future
zenorocha
304
41k
What’s in a name? Adding method to the madness
productmarketing
PRO
14
2.3k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
33
8.6k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
39
4k
The Straight Up "How To Draw Better" Workshop
denniskardys
226
130k
Agile that works and the tools we love
rasmusluckow
323
20k
How New CSS Is Changing Everything About Graphic Design on the Web
jensimmons
215
12k
Learning to Love Humans: Emotional Interface Design
aarron
265
39k
The Illustrated Children's Guide to Kubernetes
chrisshort
26
45k
jQuery: Nuts, Bolts and Bling
dougneiner
57
6.9k

Transcript

  1. HPUFTUT͔ΒֶͿ

    ςετίʔυࣗಈੜ੒ͷ
    ϝΧχζϜ

    View Slide

  2. ࣗݾ঺հ
    w /P[PNJ5BLVNB
    w %F/" 48&5άϧʔϓ
    w "VUPNBUJPO5FTUνʔϜ "OESPJE
    (P

    View Slide

  3. (PBM
    HPUFTUTͱ͍͏ϥΠϒϥϦΛ୊ࡐʹ

    ςετίʔυࣗಈੜ੒ͷϝΧχζϜ
    Λ஌Δ͜ͱͰɺࣗಈੜ੒πʔϧͷ։
    ൃ΍ΧελϚΠζΛ͢Δ࣌ͷώϯτ
    ʹͳΕ͹ͱͯ΋خ͍͠

    View Slide

  4. HPUFTUT
    w IUUQTHJUIVCDPNDXFJMMHPUFTUT
    w ؔ਺ͷύϥϝʔλ΍໭Γ஋ͷܕʹ

    ߹ΘͤͯςʔϒϧۦಈςετΛࣗಈੜ੒

    ͯ͘͠ΕΔ

    View Slide

  5. HPUFTUTFYBNQMF
    GVOD'FFE$BU DPVOUJOU
    TUSJOH\
    JGDPVOU\
    SFUVSO
    ^
    SFUVSO.FX
    ^ ͜ͷ࣮૷ίʔυʹରͯ͠

    HPUFTUTΛ࣮ߦ͢Δͱʜ

    View Slide

  6. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    ςʔϒϧۦಈςετ͕ੜ੒͞Εͨʂ

    View Slide

  7. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    Ҿ਺ͷܕʹ͋ͬͨ
    ςετύϥϝʔλ͕ઃఆͰ͖Δ

    View Slide

  8. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    ໭Γ஋ͷܕʹ͋ͬͨ
    ظ଴஋͕ઃఆͰ͖Δ

    View Slide

  9. HPUFTUTͷ͍͍ͳͱࢥ͏ͱ͜Ζ
    w (Pʹ׳Ε͍ͯͳ͍ਓͰ΋αοͱ

    ςʔϒϧۦಈςετΛॻ͖࢝ΊΔ

    ͜ͱ͕Ͱ͖Δ
    w ςʔϒϧͷύϥϝʔλҎ֎ͷίʔυ
    ͕ࣗಈੜ੒͞ΕΔ͜ͱͰɺςετ
    έʔεΛͲ͏͢Δ͔ߟ͑Δ͜ͱʹू
    தͰ͖Δ

    View Slide

  10. HPUFTUTͷݶք
    w HPUFTUTͷੜ੒͢Δςετίʔυ͸

    ൚༻త
    w ϓϩδΣΫτʹϚονͨ͠΋ͷʹͳ
    ΔΑ͏ɺੜ੒ͨ͠ίʔυΛΆͪΆͪ
    ख௚ͨ͠͠Γ

    View Slide

  11. HPUFTUTͷݶք
    ͲͷΑ͏ʹςετίʔυ͕ੜ੒͞ΕΔ͔Λཧղ͢Ε͹ɺ

    ࣗ෼͕ٻΊΔςετίʔυΛੜ੒͢ΔΑ͏ʹ

    ΧελϚΠζͰ͖ΔͷͰ͸ʁ
    w HPUFTUTͷੜ੒͢Δςετίʔυ͸

    ൚༻త
    w ϓϩδΣΫτʹϚονͨ͠΋ͷʹͳ
    ΔΑ͏ɺੜ੒ͨ͠ίʔυΛΆͪΆͪ
    ख௚ͨ͠͠Γ

    View Slide

  12. HPUFTUTͷ

    ࣗಈੜ੒ϝΧχζϜ

    View Slide

  13. ςετίʔυੜ੒ͷϑϩʔ
    ର৅
    ؔ਺
    ର৅ؔ਺ͷ

    ߏจղੳΛͯ͠
    γάωνϟΛऔಘ

    γάωνϟΛ

    ςϯϓϨʔτʹ

    ద༻ͯ͠

    ςετίʔυੜ੒
    *OQVU
    HPUFTUT
    ςετ

    ίʔυ
    0VUQVU
    ᶃ ᶄ

    View Slide

  14. ςετίʔυੜ੒ͷϑϩʔ
    ର৅
    ؔ਺
    ςετ

    ίʔυ
    ϑΝΠϧಡΈࠐΈ
    "45ͱܕ৘ใऔಘ
    HPUFTUTͷϞσϧʹ
    ม׵
    *OQVU
    0VUQVU
    HPUFTUT
    ϞσϧͷσʔλΛ

    ςϯϓϨʔτʹ

    ൓өͯ͠ίʔυੜ
    ੒
    ϑΝΠϧॻ͖ग़͠
    ᶃ ᶄ

    View Slide

  15. ςετίʔυੜ੒ͷϑϩʔ
    ର৅
    ؔ਺
    ϑΝΠϧಡΈࠐΈ
    "45ͱܕ৘ใऔಘ
    HPUFTUTͷϞσϧʹ
    ม׵
    *OQVU
    HPUFTUT
    ϞσϧͷσʔλΛ

    ςϯϓϨʔτʹ

    ൓өͯ͠ίʔυੜ
    ੒
    ϑΝΠϧॻ͖ग़͠
    ςετ

    ίʔυ
    0VUQVU
    ᶃ ᶄ

    View Slide

  16. Ϟσϧˠςετίʔυ
    w UFYUUFNQMBUFΛ࢖༻ͯ͠

    ςετίʔυͷςϯϓϨʔτʹ

    HPUFTUTͷϞσϧͷσʔλΛ߹੒

    View Slide

  17. UFYUUFNQMBUF
    %FBS\\/BNF^^
    \\XJUI(JGU^^5IBOLZPVGPSUIF\\^^
    #FTUXJTIFT
    \\FOE^^
    /P[PNJ
    UZQF3FDJQJFOUTUSVDU\
    /BNF (JGUTUSJOH
    ^
    

    3FDJQJFOU\
    /BNF:VSJLP
    (JGUUFBTFU
    ^
    %FBS:VSJLP
    5IBOLZPVGPSUIFUFBTFU
    #FTUXJTIFT
    /P[PNJ
    ςϯϓϨʔτ
    (Pͷίʔυ

    View Slide

  18. HPUFTUTͷςϯϓϨʔτ
    w σϑΥϧτ͸JOUFSOBMSFOEFSUFNQMBUFT
    w ࠓճGVODUJPOUNQMΛத৺ʹ঺հ

    View Slide

  19. HPUFTUTFYBNQMF
    GVOD'FFE$BU DPVOUJOU
    TUSJOH\
    JGDPVOU\
    SFUVSO
    ^
    SFUVSO.FX
    ^

    View Slide

  20. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    ੜ੒͞Εͨςετίʔυͱ
    HPUFTUTͷςϯϓϨʔτΛ

    রΒ͠߹ΘͤͯݟͯΈΔ

    View Slide

  21. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^

    View Slide

  22. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    ςϯϓϨʔτ͸͜Μͳײ͡
    GVOD\\5FTU/BNF^^ UUFTUJOH5
    \

    ^

    View Slide

  23. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    GVOD\\5FTU/BNF^^ UUFTUJOH5
    \

    ^
    5FTU/BNFͷ஋͕

    ςετؔ਺໊ͱͯ͠ద༻͞ΕΔ

    View Slide

  24. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^

    View Slide

  25. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    \\JG5FTU1BSBNFUFST^^
    UZQFBSHTTUSVDU\
    \\SBOHF5FTU1BSBNFUFST^^
    \\1BSBN^^\\5ZQF^^
    \\FOE^^
    ^
    \\FOE^^

    View Slide

  26. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    \\JG5FTU1BSBNFUFST^^
    UZQFBSHTTUSVDU\
    \\SBOHF5FTU1BSBNFUFST^^
    \\1BSBN^^\\5ZQF^^
    \\FOE^^
    ^
    \\FOE^^
    5FTU1BSBNFUFST͕

    ۭ͡Όͳ͚Ε͹

    View Slide

  27. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    \\JG5FTU1BSBNFUFST^^
    UZQFBSHTTUSVDU\
    \\SBOHF5FTU1BSBNFUFST^^
    \\1BSBN^^\\5ZQF^^
    \\FOE^^
    ^
    \\FOE^^
    ςετର৅ؔ਺ͷҾ਺Λอ࣋͢Δ

    BSHTετϥΫτΛ௥Ճ

    View Slide

  28. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    \\JG5FTU1BSBNFUFST^^
    UZQFBSHTTUSVDU\
    \\SBOHF5FTU1BSBNFUFST^^
    \\1BSBN^^\\5ZQF^^
    \\FOE^^
    ^
    \\FOE^^
    BSHTετϥΫτʹϧʔϓͰ
    ϑΟʔϧυΛ௥Ճ

    View Slide

  29. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^

    View Slide

  30. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    \\XJUI3FDFJWFS^^
    \\JGBOE*T4USVDU'JFMET^^
    GJFMETGJFMET
    \\FMTF^^
    \\3FDFJWFS^^\\5ZQF^^
    \\FOE^^
    \\FOE^^
    \\JG5FTU1BSBNFUFST^^
    BSHTBSHT
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\8BOU^^\\5ZQF^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    XBOU&SSCPPM
    \\FOE^^
    ^

    View Slide

  31. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    \\XJUI3FDFJWFS^^
    \\JGBOE*T4USVDU'JFMET^^
    GJFMETGJFMET
    \\FMTF^^
    \\3FDFJWFS^^\\5ZQF^^
    \\FOE^^
    \\FOE^^
    \\JG5FTU1BSBNFUFST^^
    BSHTBSHT
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\8BOU^^\\5ZQF^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    XBOU&SSCPPM
    \\FOE^^
    ^
    ςετͷσʔληοτΛ

    อ࣋͢Δ഑ྻ

    View Slide

  32. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    \\XJUI3FDFJWFS^^
    \\JGBOE*T4USVDU'JFMET^^
    GJFMETGJFMET
    \\FMTF^^
    \\3FDFJWFS^^\\5ZQF^^
    \\FOE^^
    \\FOE^^
    \\JG5FTU1BSBNFUFST^^
    BSHTBSHT
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\8BOU^^\\5ZQF^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    XBOU&SSCPPM
    \\FOE^^
    ^
    5FTU1BSBNFUFST͕

    ۭ͡Όͳ͚Ε͹

    BSHTετϥΫτΛ௥Ճ

    View Slide

  33. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    \\XJUI3FDFJWFS^^
    \\JGBOE*T4USVDU'JFMET^^
    GJFMETGJFMET
    \\FMTF^^
    \\3FDFJWFS^^\\5ZQF^^
    \\FOE^^
    \\FOE^^
    \\JG5FTU1BSBNFUFST^^
    BSHTBSHT
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\8BOU^^\\5ZQF^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    XBOU&SSCPPM
    \\FOE^^
    ^
    5FTU3FTVMUTͷ஋Λ

    XBOUͱͯ͠ϑΟʔϧυʹ௥Ճ

    View Slide

  34. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^

    View Slide

  35. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    GPS\\JG PS4VCUFTUT OPU*T/BLFE

    ^^@ UU\\FOE^^SBOHFUFTUT\
    \\JG4VCUFTUT^^U3VO UUOBNF GVOD UUFTUJOH5
    \\\FOE^^
    \\XJUI3FDFJWFS^^
    \\JG*T4USVDU^^
    \\3FDFJWFS^^\\JG5ZQF*T4UBS^^\\FOE^^\\5ZQF7BMVF^^\
    \\SBOHF'JFMET^^
    \\/BNF^^UUGJFMET\\'JFME^^
    \\FOE^^
    ^
    \\FOE^^
    \\FOE^^
    \\SBOHF1BSBNFUFST^^
    \\JG*T8SJUFS^^
    \\1BSBN^^CZUFT#VGGFS\^
    \\FOE^^
    \\FOE^^
    \\JGBOE OPU0OMZ3FUVSOT&SSPS
    OPU0OMZ3FUVSOT0OF7BMVF
    ^^
    \\UFNQMBUFSFTVMUTG^^\\UFNQMBUFDBMMG^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    JG\\JG0OMZ3FUVSOT&SSPS^^FSS\\UFNQMBUFDBMMG^^\\FOE^^ FSSOJM
    UUXBOU&SS\
    U&SSPSG \\UFNQMBUFNFTTBHFG^^FSSPSW XBOU&SSW \\UFNQMBUFJOQVUTG^^FSS UUXBOU&SS

    \\JG5FTU3FTVMUT^^
    \\JG4VCUFTUT^^SFUVSO\\FMTF^^DPOUJOVF\\FOE^^
    \\FOE^^
    ^
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\JG*T8SJUFS^^
    JG\\(PU^^\\1BSBN^^4USJOH
    \\(PU^^UU\\8BOU^^\
    \\FMTFJG*T#BTJD5ZQF^^
    JG\\JGG0OMZ3FUVSOT0OF7BMVF^^\\(PU^^\\UFNQMBUFJOMJOFG^^\\FOE^^\\(PU^^UU\\8BOU^^\
    \\FMTF^^
    JG\\JGG0OMZ3FUVSOT0OF7BMVF^^\\(PU^^\\UFNQMBUFJOMJOFG^^\\FOE^^SFGMFDU%FFQ&RVBM \\(PU^^ UU\\8BOU^^
    \
    \\FOE^^
    U&SSPSG \\UFNQMBUFNFTTBHFG^^\\JGG3FUVSOT.VMUJQMF^^\\(PU^^\\FOE^^W XBOUW \\UFNQMBUFJOQVUTG^^\\(PU^^ UU\\8BOU^^

    ^
    \\FOE^^
    \\JG4VCUFTUT^^^
    \\FOE^^
    ^
    ௕͍ʼʻ

    ৄࡉ͸ׂѪ

    View Slide

  36. GVOD5FTU'FFE$BU UUFTUJOH5
    \
    UZQFBSHTTUSVDU\
    DPVOUJOU
    ^
    UFTUT<>TUSVDU\
    OBNFTUSJOH
    BSHTBSHT
    XBOUTUSJOH
    ^\
    50%0"EEUFTUDBTFT
    ^
    GPS@ UUSBOHFUFTUT\
    U3VO UUOBNF GVOD UUFTUJOH5
    \
    JGHPU'FFE$BU UUBSHTBSH
    HPUUUXBOU\
    U&SSPSG 'FFE$BU
    W XBOUW HPU UUXBOU

    ^
    ^

    ^
    ^
    GPS\\JG PS4VCUFTUT OPU*T/BLFE

    ^^@ UU\\FOE^^SBOHFUFTUT\
    \\JG4VCUFTUT^^U3VO UUOBNF GVOD UUFTUJOH5
    \\\FOE^^
    \\XJUI3FDFJWFS^^
    \\JG*T4USVDU^^
    \\3FDFJWFS^^\\JG5ZQF*T4UBS^^\\FOE^^\\5ZQF7BMVF^^\
    \\SBOHF'JFMET^^
    \\/BNF^^UUGJFMET\\'JFME^^
    \\FOE^^
    ^
    \\FOE^^
    \\FOE^^
    \\SBOHF1BSBNFUFST^^
    \\JG*T8SJUFS^^
    \\1BSBN^^CZUFT#VGGFS\^
    \\FOE^^
    \\FOE^^
    \\JGBOE OPU0OMZ3FUVSOT&SSPS
    OPU0OMZ3FUVSOT0OF7BMVF
    ^^
    \\UFNQMBUFSFTVMUTG^^\\UFNQMBUFDBMMG^^
    \\FOE^^
    \\JG3FUVSOT&SSPS^^
    JG\\JG0OMZ3FUVSOT&SSPS^^FSS\\UFNQMBUFDBMMG^^\\FOE^^ FSSOJM
    UUXBOU&SS\
    U&SSPSG \\UFNQMBUFNFTTBHFG^^FSSPSW XBOU&SSW \\UFNQMBUFJOQVUTG^^FSS UUXBOU&SS

    \\JG5FTU3FTVMUT^^
    \\JG4VCUFTUT^^SFUVSO\\FMTF^^DPOUJOVF\\FOE^^
    \\FOE^^
    ^
    \\FOE^^
    \\SBOHF5FTU3FTVMUT^^
    \\JG*T8SJUFS^^
    JG\\(PU^^\\1BSBN^^4USJOH
    \\(PU^^UU\\8BOU^^\
    \\FMTFJG*T#BTJD5ZQF^^
    JG\\JGG0OMZ3FUVSOT0OF7BMVF^^\\(PU^^\\UFNQMBUFJOMJOFG^^\\FOE^^\\(PU^^UU\\8BOU^^\
    \\FMTF^^
    JG\\JGG0OMZ3FUVSOT0OF7BMVF^^\\(PU^^\\UFNQMBUFJOMJOFG^^\\FOE^^SFGMFDU%FFQ&RVBM \\(PU^^ UU\\8BOU^^
    \
    \\FOE^^
    U&SSPSG \\UFNQMBUFNFTTBHFG^^\\JGG3FUVSOT.VMUJQMF^^\\(PU^^\\FOE^^W XBOUW \\UFNQMBUFJOQVUTG^^\\(PU^^ UU\\8BOU^^

    ^
    \\FOE^^
    \\JG4VCUFTUT^^^
    \\FOE^^
    ^
    ύλʔϯʹΑͬͯ

    ੜ੒͞ΕΔ࣮ߦ෦෼ͷίʔυ͕

    ҧ͏͜ͱ͕Θ͔Δ

    View Slide

  37. ੜ੒ʹඞཁͩͬͨσʔλ
    ͍࣋ͬͯΔ΋ͷ
    5FTU/BNF ςετؔ਺໊ 5FTU\\ର৅ͱ͢Δؔ਺໊^^

    5FTU1BSBNFUFST ର৅ͱ͢Δؔ਺ͷҾ਺ ܕ໊લ

    5FTU3FTVMUT ର৅ͱ͢Δؔ਺ͷ໭Γ஋ ܕ໊લ

    View Slide

  38. ςετίʔυੜ੒ͷϑϩʔ
    ର৅
    ؔ਺
    ϑΝΠϧಡΈࠐΈ
    "45ͱܕ৘ใऔಘ
    HPUFTUTͷϞσϧʹ
    ม׵
    *OQVU
    HPUFTUT
    ϞσϧͷσʔλΛ

    ςϯϓϨʔτʹ

    ൓өͯ͠ίʔυੜ
    ੒
    ϑΝΠϧॻ͖ग़͠
    ςετ

    ίʔυ
    0VUQVU
    ᶃ ᶄ

    View Slide

  39. ର৅'VODUJPOˠϞσϧ
    w HPQBSTFSΛ࢖ͬͯ"45Λऔಘ
    w HPUZQFTΛ࢖ͬͯܕ৘ใΛऔಘ
    w औಘͨ͠৘ใΛHPUFTUTͷ'VODUJPOϞσϧʹ
    ม׵

    View Slide

  40. ੜ੒ʹඞཁͩͬͨσʔλ
    ͍࣋ͬͯΔ΋ͷ
    5FTU/BNF ςετؔ਺໊ 5FTU\\ର৅ͱ͢Δؔ਺໊^^

    5FTU1BSBNFUFST ର৅ͱ͢Δؔ਺ͷҾ਺ ܕ໊લ

    5FTU3FTVMUT ର৅ͱ͢Δؔ਺ͷ໭Γ஋ ܕ໊લ

    View Slide

  41. 'VODUJPOϞσϧ
    UZQF'VODUJPOTUSVDU\
    /BNFTUSJOH
    *T&YQPSUFECPPM
    3FDFJWFS3FDFJWFS
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSCPPM
    ^

    View Slide

  42. 'VODUJPOϞσϧ
    UZQF'VODUJPOTUSVDU\
    /BNFTUSJOH
    *T&YQPSUFECPPM
    3FDFJWFS3FDFJWFS
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSCPPM
    ^
    ͜ΕΒͷ஋͕

    ςετίʔυੜ੒ʹ࢖ΘΕͨ

    View Slide

  43. 'VODUJPOϞσϧ
    UZQF'VODUJPOTUSVDU\
    /BNFTUSJOH
    *T&YQPSUFECPPM
    3FDFJWFS3FDFJWFS
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSCPPM
    ^
    UZQF'JFMETUSVDU\
    /BNFTUSJOH
    5ZQF&YQSFTTJPO
    *OEFYJOU
    ^
    UZQF&YQSFTTJPOTUSVDU\
    7BMVFTUSJOH
    *T4UBSCPPM
    *T7BSJBEJDCPPM
    *T8SJUFSCPPM
    6OEFSMZJOHTUSJOH
    ^

    View Slide

  44. αϯϓϧͷؔ਺ͷ৔߹
    GVOD'FFE$BU DPVOUJOU
    TUSJOH\
    JGDPVOU\
    SFUVSO
    ^
    SFUVSO.FX
    ^

    View Slide

  45. 'VODUJPO\
    /BNFt'FFE$BUu
    *T&YQPSUFEUSVF
    3FDFJWFSOJM
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSGBMTF
    ^
    'JFME\
    /BNFtDPVOUu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtJOUu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtJOUu
    ^
    'JFME\
    /BNFtu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtTUSJOHu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtTUSJOHu
    ^

    View Slide

  46. 'VODUJPO\
    /BNFt'FFE$BUu
    *T&YQPSUFEUSVF
    3FDFJWFSOJM
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSGBMTF
    ^
    'JFME\
    /BNFtDPVOUu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtJOUu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtJOUu
    ^
    'JFME\
    /BNFtu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtTUSJOHu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtTUSJOHu
    ^

    View Slide

  47. 'VODUJPO\
    /BNFt'FFE$BUu
    *T&YQPSUFEUSVF
    3FDFJWFSOJM
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSGBMTF
    ^
    'JFME\
    /BNFtDPVOUu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtJOUu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtJOUu
    ^
    'JFME\
    /BNFtu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtTUSJOHu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtTUSJOHu
    ^
    ͜ΕΒͷ৘ใʹண໨ͯ͠

    "45͔Βநग़͢ΔखॱΛݟ͍ͯ͘

    View Slide

  48. "45͔Βͷநग़
    QBDLBHFBTU

    UZQF'JMFTUSVDU\
    %PD$PNNFOU(SPVQ
    1BDLBHFUPLFO1PT
    /BNF*EFOU
    %FDMT<>%FDM
    4DPQF4DPQF
    *NQPSUT<>*NQPSU4QFD
    6OSFTPMWFE<>*EFOU
    $PNNFOUT<>$PNNFOU(SPVQ
    ^
    QBSTFSQBSTF'JMFͰऔಘͨ͠

    ϑΝΠϧΛද͢"45ͷϊʔυ

    View Slide

  49. "45͔Βͷநग़
    QBDLBHFBTU

    UZQF'JMFTUSVDU\
    %PD$PNNFOU(SPVQ
    1BDLBHFUPLFO1PT
    /BNF*EFOU
    %FDMT<>%FDM
    4DPQF4DPQF
    *NQPSUT<>*NQPSU4QFD
    6OSFTPMWFE<>*EFOU
    $PNNFOUT<>$PNNFOU(SPVQ
    ^
    τοϓϨϕϧͷఆ͕࣮ٛͨͪ૷͢Δܕ

    ؔ਺ͷ৔߹͸BTU'VOD%FDM

    View Slide

  50. BTU'VOD%FDM͔Βͷநग़
    QBDLBHFBTU

    UZQF'VOD%FDMTUSVDU\
    %PD$PNNFOU(SPVQ
    3FDW'JFME-JTU
    /BNF*EFOU
    5ZQF'VOD5ZQF
    #PEZ#MPDL4UNU
    ^

    View Slide

  51. QBDLBHFBTU

    UZQF'VOD%FDMTUSVDU\
    %PD$PNNFOU(SPVQ
    3FDW'JFME-JTU
    /BNF*EFOU
    5ZQF'VOD5ZQF
    #PEZ#MPDL4UNU
    ^
    BTU'VOD%FDM͔Βͷநग़

    View Slide

  52. QBDLBHFBTU

    UZQF'VOD%FDMTUSVDU\
    %PD$PNNFOU(SPVQ
    3FDW'JFME-JTU
    /BNF*EFOU
    5ZQF'VOD5ZQF
    #PEZ#MPDL4UNU
    ^
    QBDLBHFBTU
    

    UZQF*EFOUTUSVDU\
    /BNF1PTUPLFO1PT
    /BNFTUSJOH
    0CK0CKFDU
    ^
    ͜͜ʹؔ਺໊͕ೖ͍ͬͯΔ
    BTU'VOD%FDM͔Βͷநग़

    View Slide

  53. QBDLBHFBTU

    UZQF'VOD%FDMTUSVDU\
    %PD$PNNFOU(SPVQ
    3FDW'JFME-JTU
    /BNF*EFOU
    5ZQF'VOD5ZQF
    #PEZ#MPDL4UNU
    ^
    QBDLBHFBTU
    

    UZQF'VOD5ZQFTUSVDU\
    'VODUPLFO1PT
    1BSBNT'JFME-JTU
    3FTVMUT'JFME-JTU
    ^
    Ҿ਺ͱ໭Γ஋ͷϦετ
    BTU'JFMEͷ഑ྻΛอ࣋

    BTU'VOD%FDM͔Βͷநग़

    View Slide

  54. BTU'JFME͔Βͷநग़
    QBDLBHFBTU
    UZQF'JFMETUSVDU\
    %PD$PNNFOU(SPVQ
    /BNFT<>*EFOU
    5ZQF&YQS
    5BH#BTJD-JU
    $PNNFOU$PNNFOU(SPVQ
    ^
    Ҿ਺΍໭Γ஋ͷ໊લ
    ʮY ZJOUʯͷΑ͏ʹܕΛলུͨ͠ͱ͖͸

    ෳ਺ʹೖΔͷͰ഑ྻ

    View Slide

  55. BTU'JFME͔Βͷநग़
    QBDLBHFBTU
    UZQF'JFMETUSVDU\
    %PD$PNNFOU(SPVQ
    /BNFT<>*EFOU
    5ZQF&YQS
    5BH#BTJD-JU
    $PNNFOU$PNNFOU(SPVQ
    ^
    &YQSܕ͸ࣜͷOPEF͕࣮૷͢΂͖ந৅తͳܕ

    ࠓճͷҾ਺JOUͱ໭Γ஋TUSJOH͸

    ͲͪΒ΋BTU*EFOUܕ

    View Slide

  56. αϯϓϧͷؔ਺ͷ৔߹
    GVOD'FFE$BU DPVOUJOU
    TUSJOH\
    JGDPVOU\
    SFUVSO
    ^
    SFUVSO.FX
    ^

    View Slide

  57. 'VOD%FDM\
    /BNF*EFOU
    5ZQF'VOD5ZQF
    ^
    'VOD5ZQF\
    'VODUPLFO1PT
    1BSBNT'JFME-JTU
    3FTVMUT'JFME-JTU
    ^
    *EFOU\
    /BNFt'FFE$BUu
    ^
    'JFME\
    /BNFT<>*EFOU
    5ZQF&YQS
    ^
    'JFME\
    /BNFT<>*EFOU
    5ZQF&YQS
    ^
    ᤳ਺
    ໭ΜᲩ

    View Slide

  58. 'JFME\
    /BNFT<>*EFOU
    5ZQF&YQS
    ^
    'JFME\
    /BNFT<>*EFOU
    5ZQF&YQS
    ^
    ᤳ਺
    ໭ΜᲩ
    *EFOU\
    /BNFtDPVOUu
    ^
    *EFOU\
    /BNFtJOUu
    ^
    ໖፺ᅾ
    *EFOU\
    /BNFtTUSJOHu
    ^

    View Slide

  59. 'VODUJPO\
    /BNFt'FFE$BUu
    *T&YQPSUFEUSVF
    3FDFJWFSOJM
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSGBMTF
    ^
    'JFME\
    /BNFtDPVOUu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtJOUu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtJOUu
    ^
    'JFME\
    /BNFtu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtTUSJOHu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtTUSJOHu
    ^
    HPUFTUTͷϞσϧͱ

    রΒ͠߹ΘͤΔͱ

    View Slide

  60. 'VODUJPO\
    /BNFt'FFE$BUu
    *T&YQPSUFEUSVF
    3FDFJWFSOJM
    1BSBNFUFST<>'JFME
    3FTVMUT<>'JFME
    3FUVSOT&SSPSGBMTF
    ^
    'JFME\
    /BNFtDPVOUu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtJOUu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtJOUu
    ^
    'JFME\
    /BNFtu
    5ZQF&YQSFTTJPO
    *OEFY
    ^
    &YQSFTTJPO\
    7BMVFtTUSJOHu
    *T4UBSGBMTF
    *T7BSJBEJDGBMTF
    *T8SJUFSGBMTF
    6OEFSMZJOHtTUSJOHu
    ^
    BTU'VOD%FDMͷ/BNF
    BTU'JFMEͷ/BNF
    BTU'JFMEͷ5ZQFͷ

    /BNF

    View Slide

  61. ܕ৘ใͷऔಘ
    w BTU*EFOUͷ৘ใ͚ͩͩͱܕͷৄࡉͳ৘ใ͸
    Θ͔Βͳ͍ͨΊɺ"45औಘޙʹܕνΣοΫ
    Λߦ͏
    w HPUFTUTͰ͸6OEFSMZJOH5ZQF΍ɺετϥΫτ
    3FDFJWFSͷ৔߹ʹͦͷϑΟʔϧυͷ৘ใΛ
    औಘ͢Δͷʹ࢖༻

    View Slide

  62. ߏจղੳܕνΣοΫ
    w ੩తղੳͷπʔϧΛ࡞Δͱ͖ͱಉ͡
    w HPMBOHUPLZP͕੩తղੳΛֶ΂Δ

    ίʔυϥϘΛఏڙ͍ͯ͠Δ
    w HPMBOHUPLZPHJUIVCJPDPEFMBC

    View Slide

  63. ςετίʔυੜ੒ͷϑϩʔ
    ର৅
    ؔ਺
    ςετ

    ίʔυ
    *OQVU
    0VUQVU
    HPUFTUT
    ϞσϧͷσʔλΛ

    ςϯϓϨʔτʹ

    ൓өͯ͠ίʔυੜ
    ੒
    ϑΝΠϧॻ͖ग़͠
    ϑΝΠϧಡΈࠐΈ
    "45ͱܕ৘ใऔಘ
    HPUFTUTͷϞσϧʹ
    ม׵
    ᶃ ᶄ

    View Slide

  64. ੜ੒͞ΕΔςετίʔυͷ

    ΧελϚΠζ

    View Slide

  65. ΧελϜςϯϓϨʔτ
    w HPUFTUT͸Ҿ਺ʹ೚ҙͷςϯϓϨʔτ͕

    ஔ͔Ε͍ͯΔσΟϨΫτϦΛ౉͢͜ͱ͕Ͱ͖
    Δ
    w σϑΥϧτ͸JOUFSOBMSFOEFSUFNQMBUFT
    w σϑΥϧτͷςϯϓϨʔτΛίϐʔͯ͠

    ඞཁͳͱ͜Ζ͚ͩฤू͢Δͷ͕खͬऔΓૣ͍

    View Slide

  66. ςϯϓϨʔτͰ͸Ͱ͖ͳ͍͜ͱ
    w HPUFTUTͷϞσϧ͕อ͍࣋ͯ͠Δ஋͔͠࢖༻
    Ͱ͖ͳ͍
    w ྫ͑͹ɺHPUFTUTͷϞσϧ͸಺෦ͷ࣮૷ͷ৘
    ใΛ͍࣋ͬͯͳ͍
    w ͦΕҎ্ͷ৘ใΛ࢖͍͍ͨ৔߹ɺιʔε
    ίʔυͷมߋ͕ඞཁ

    View Slide

  67. HPUFTUTͷϞσϧ
    w JOUFSOBMNPEFMTʹ·ͱ·͍ͬͯΔͷͰɺ͜͜Λ
    ோΊΔͱɺͲͷΑ͏ͳ৘ใ͕࢖͑Δ͔͕Θ͔Δ
    w ࠓճςϯϓϨʔτʹొ৔ͨ͠5FTU1BSBNFUFST౳
    ͸ؔ਺ͱͯ͠ఆٛ
    w JOUFSOBMSFOEFSSFOEFSHPʹɺ

    ςϯϓϨʔτ಺Ͱ࢖༻Ͱ͖ΔΧελϜ'VODUJPO
    ͷఆٛ΋͋ΔͷͰͦ͜΋֬ೝ

    View Slide

  68. ςϯϓϨʔτͷΧελϚΠζྫ
    w SFqFDU%FFQ&RVBMͰͷൺֱΛHPDNQΛ

    ࢖͏Α͏ʹมߋ͢Δ
    w HPPHMFHPDNQDNQ

    View Slide

  69. ςϯϓϨʔτͷΧελϚΠζྫ
    UZQF'PPTUSVDU\^
    UZQF#BSTUSVDU\^
    GVOD 'PP
    #BS
    #BS\
    SFUVSO#BS\^
    ^

    View Slide

  70. ςϯϓϨʔτͷΧελϚΠζྫ
    UZQF'PPTUSVDU\^
    UZQF#BSTUSVDU\^
    GVOD 'PP
    #BS
    #BS\
    SFUVSO#BS\^
    ^

    View Slide

  71. ςϯϓϨʔτͷΧελϚΠζྫ
    UZQF'PPTUSVDU\^
    UZQF#BSTUSVDU\^
    GVOD 'PP
    #BS
    #BS\
    SFUVSO#BS\^
    ^
    ͜͜ΛDNQ&RVBMʹ͍ͨ͠

    View Slide

  72. ςϯϓϨʔτͷछྨ
    w DBMMUBNQM
    w GVODUJPOUNQM
    w IFBEFSUNQM
    w *OMJOFUNQM
    w *OQVUTUNQM
    w NFTTBHFUNQM
    w SFTVMUTUNQM
    GVODUJPOͷςϯϓϨʔτΛमਖ਼

    JNQPSUจ͸IFBEFSUNQMʹ௥ՃͰ͖Δ͕

    74$PEFͷࣗಈJNQPSUʹ೚ͤΔʜ

    View Slide

  73. GVODUJPOUNQMͷमਖ਼
    \\JG*T8SJUFS^^

    \\FMTFJG*T#BTJD5ZQF^^

    \\FMTF^^
    JG\\ؔ਺Ṻ΅ᲇͩ^^SFGMFDU%FFQ&RVBM \\(PU^^ UU\\8BOU^^
    \
    \\FOE^^
    ؔ਺ݺͼग़͠෦෼Λൈਮ

    View Slide

  74. GVODUJPOUNQMͷमਖ਼
    \\JG*T8SJUFS^^

    \\FMTFJG*T#BTJD5ZQF^^

    \\FMTF^^
    JG\\ؔ਺Ṻ΅ᲇͩ^^SFGMFDU%FFQ&RVBM \\(PU^^ UU\\8BOU^^
    \
    \\FOE^^

    View Slide

  75. GVODUJPOUNQMͷमਖ਼
    \\JG*T8SJUFS^^

    \\FMTFJG*T#BTJD5ZQF^^

    \\FMTF^^
    JG\\ؔ਺Ṻ΅ᲇͩ^^DNQ&RVBM \\(PU^^ UU\\8BOU^^
    \
    \\FOE^^
    มߋ

    View Slide

  76. ςϯϓϨʔτมߋ࣮ͯ͠ߦ
    มΘͬͨ

    View Slide

  77. ςϯϓϨʔτมߋ࣮ͯ͠ߦ
    ϩάʹDNQ%JGGΛग़ྗ͢ΔΑ͏ʹ

    ͢Ε͹΋ͬͱศརʹ

    View Slide

  78. ·ͱΊ

    View Slide

  79. ·ͱΊ
    w HPUFTUT͸"45ܕ৘ใΛςϯϓϨʔτʹ൓
    өͤͯ͞ςετίʔυΛੜ੒͍ͯ͠Δ
    w HPUFTUT͸೚ҙͷςϯϓϨʔτΛड͚औΔ͜
    ͱ͕Ͱ͖ΔͷͰɺΑΓϓϩδΣΫτʹద͠
    ͨςετίʔυͷੜ੒΋Մೳ
    w HPUFTUTͷϞσϧ͕อ࣋͢Δ৘ใҎ্ͷ΋ͷ
    Λ࢖͍͍ͨ৔߹ɺ࣮૷ͷमਖ਼͕ඞཁ

    View Slide

  80. ͝ਗ਼ௌ͋Γ͕ͱ͏

    ͍͟͝·ͨ͠ʂ

    View Slide