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技術的負債は開発者体験を悪化させる / Technical Debt and Developer Experience

mtx2s
December 21, 2022

技術的負債は開発者体験を悪化させる / Technical Debt and Developer Experience

2022-12-21 技術的負債の返済から改善する開発者体験 - Techmee vol.5
https://timeedev.connpass.com/event/268296/

動画
https://youtu.be/tQ3BGgnvMwQ

mtx2s

December 21, 2022
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  1. !NUYT
    ٕज़తෛ࠴ͷฦࡁ͔Βվળ͢Δ։ൃऀମݧ5FDINFFWPM
    ٕज़తෛ࠴͸։ൃऀମݧΛ
    ѱԽͤ͞Δ

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  2. ࣗݾ঺հ
    দຊ੒޾ʢ·ͭ΋ͱ͛͠Ώ͖ʣ!NUYT
    w ίϯγϡʔϚʔ޲͚ιϑτ΢ΣΞϓϩμΫτΛ։ൃ͢Δ૊৫ͷ

    ΤϯδχΞϦϯάϚωʔδϟʔ
    w ͸ͯͳϒϩά΍OPUF 5XJUUFSͰࡉʑͱൃ৴͍ͯ͠·͢
    w IUUQTNUYTIBUFOBCMPHDPN
    w IUUQTOPUFDPNNUYT
    w IUUQTUXJUUFSDPNNUYT

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  3. ʰٕज़తෛ࠴͸։ൃऀମݧΛѱԽͤ͞Δʱ

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  4. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  5. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  6. ιϑτ΢ΣΞϓϩμΫτʹ·ͭΘΔʮମݧʯͱ͸ʁ
    ˓˓ମݧ
    ˓˓&YQFSJFODF

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  7. ιϑτ΢ΣΞϓϩμΫτʹ·ͭΘΔʮମݧʯͱ͸ʁ
    Ϣʔβʔମݧ
    696TFSF9QFSJFODF
    ։ൃऀମݧ
    %9%FWFMPQFSF9QFSJFODF
    Α͘ࣅͨಛ௃Λ͍࣋ͬͯΔ

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  8. ͭͷମݧʹΑ͘ࣅͨಛ௃ͱ͸ʁ
    ΋͠ɺ༏ΕͨମݧΛಘΒΕͳ͚Ε͹Ͳ͏ͳΔͷ͔ʁ

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  9. ༏ΕͨମݧΛಘΒΕͳ͚Ε͹͜͏ͳΔ
    Ϣʔβʔମݧ
    696TFSF9QFSJFODF
    ։ൃऀମݧ
    %9%FWFMPQFSF9QFSJFODF
    ར༻͢Δؾ͕ࣦͤͨ
    Ϣʔβʔ͸཭൓͢Δ
    ։ൃ͢Δؾ͕ࣦͤͨ
    ։ൃऀ͸཭൓͢Δ
    ୀ৬

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  10. ٕज़తෛ࠴͸։ൃऀମݧͷ્֐ཁҼ
    lʮϨΨγʔίʔυʯͱ͍͏ݴ༿Λฉ͍ͯɺօ͞Μ͸ԿΛࢥ͍ු͔΂ΔͰ͠ΐ͏͔ɻԾʹࢲͱ
    ಉ͡Α͏ͳཱ৔Ͱ͋Ε͹ɺมߋ͕ඞཁͳ΋ͷͷɺຊ౰ʹཧղ͢Δ͜ͱ͕Ͱ͖ͳ͍ɺߏ଄ͷΘ͔
    Γʹ͍͘ɺෳࡶʹབྷΈ߹ͬͨίʔυΛࢥ͍ग़͢͜ͱͰ͠ΐ͏ɻ؆୯ͳ͸ͣͷػೳ௥ՃΛ͠Α
    ͏ͱͯ͠ప໷ͨ͜͠ͱ΍ɺ࢜ؾΛ૕ࣦͯ͠͠·ͬͨ͜ͱɺνʔϜશһ͕ίʔυʹ͏Μ͟Γͯ͠
    Ͳ͏Ͱ΋Α͘ͳͬͯ͠·ͬͨײ֮ɺʢதུʣͳͲΛࢥ͍ग़͢Ͱ͠ΐ͏ɻͦͷίʔυΛվળ͠
    Α͏ͱߟ͑Δ͜ͱ͢Βݏͳؾ࣋ͪʹͳΔ͔΋͠Ε·ͤΜɻͦΜͳखؒΛ͔͚Δͷ͸ແବʹࢥ͑
    Δ͔ΒͰ͢ɻz
    ʰϨΨγʔίʔυվળΨΠυʱ͸͡Ίʹ

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  11. ༏Εͨ։ൃऀମݧΛظ଴Ͱ͖ͦ͏ͳاۀΛٻΊͯస৬
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    *5ΤϯδχΞͷస৬ઌܾఆཁҼʹؔ͢Δௐࠪ݁ՌൃදɺHSPPWFTͱ)&31͕࣮ࢪc$PEF;JOF
    IUUQTDPEF[JOFKQBSUJDMFEFUBJM
    స৬࣌ʹॏࢹͨ͠؍఺
    ༏Εͨ։ൃऀମݧ
    Λظ଴ʁ

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  12. ٕज़తෛ࠴͔ΒಀΕΒΕͳ͍
    Ͳ͜ʹߦͬͯ΋େ఍ɺٕज़తෛ࠴Λ๊͍͑ͯΔ
    ਅਖ਼໘͔Β޲͖߹͏͔͠ͳ͍ʂ

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  13. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  14. ιϑτ΢ΣΞͷมߋ͕ԿΛม͑Δͷ͔ʁ
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ʰϨΨγʔίʔυվળΨΠυʱୈষιϑτ΢ΣΞͷมߋ

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  15. ཁ݅௥Ճ΍όάमਖ਼ͷ৔߹
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ʮߏ଄ʯͱʮػೳʯͷ྆ํ͕มԽ͢Δ

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  16. ϦϑΝΫλϦϯάͷ৔߹
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ʮߏ଄ʯ͚͕ͩมԽ͢Δ
    ͜͜ʹٕज़తෛ࠴͕஝ੵ͞Ε͍ͯΔ

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  17. ιϑτ΢ΣΞϓϩμΫτͷͭͷՁ஋
    lιϑτ΢ΣΞʹ͸छྨͷՁ஋͕͋ΔɻʮৼΔ෣͍ͷՁ஋ʯͱʮߏ଄ͷՁ஋ʯͩɻͦͯ͠ɺޙ
    ऀͷ΄͏͕Ձ஋͕େ͖͍ɻͳͥͳΒɺͦΕ͕ιϑτ΢ΣΞΛιϑτʹ͢ΔՁ஋͔ͩΒͩɻz
    ʰ$MFBO"SDIJUFDUVSFʱୈষΞʔΩςΫνϟͱ͸ʁ
    ৼΔ෣͍ͷՁ஋ʻߏ଄ͷՁ஋
    มߋ͠΍͘͢͢Δʢมߋ༰қੑʣ
    খͳΓ

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  18. ৼΔ෣͍ͷมߋʹ͹͔Γ஫ྗ͍ͯ͠Δ
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ͜͜ʹ஫ྗ
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ʜʜ

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  19. ͔ͩΒߏ଄ʹٕज़తෛ࠴͕஝ੵ͞Ε͍ͯ͘
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ٕज़తෛ࠴͕
    ஝ੵ͞Ε͍ͯ͘
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ʜʜ

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  20. ஝ੵ͞Εٕͨज़తෛ࠴ͷฦࡁ͸ਐ·ͳ͍
    ཁ݅௥Ճ όάमਖ਼ ϦϑΝΫλϦϯά ࠷దԽ
    ߏ଄ มԽ͢Δ มԽ͢Δ มԽ͢Δ
    ػೳ มԽ͢Δ มԽ͢Δ
    Ϧιʔεར༻ มԽ͢Δ
    ฦࡁ͕ਐ·ͳ͍
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ʜʜ

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  21. ਅٯͷ͜ͱ͕ى͖͍ͯΔ
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ɺ
    ৼΔ෣͍ͷมߋʹ͹͔Γ஫ྗ͠ɺߏ଄ͷՁ஋͕ޙ·Θ͠ʹͳΔ
    ٕज़తෛ࠴ͷ஝ੵʹΑͬͯιϑτ΢ΣΞ͕ιϑτͰͳ͘ͳ͍ͬͯ͘
    ৼΔ෣͍ͷՁ஋ʼߏ଄ͷՁ஋
    ٯʁͳΜͰ͜͏ͳΔʁ
    େͳΓ

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  22. ৭ʹృΓ෼͚ΒΕͨόοΫϩά
    ৽ػೳ
    /FX'FBUVSFT"EEFE
    'VODUJPOBMJUZ
    ݟ͑Δ
    7JTJCMF
    ܽؕ
    %FGFDUT
    ϙδςΟϒͳՁ஋
    1PTJUJWF7BMVF
    ωΨςΟϒͳՁ஋
    /FHBUJWF7BMVF
    ΞʔΩςΫνϟ
    "SDIJUFDUVSBM 4USVDUVSBM
    'FBUVSFT
    ٕज़తෛ࠴
    5FDIOJDBM%FCU
    ݟ͑ͳ͍
    *OWJTJCMF
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5IF NJTTJOH
    WBMVFPGTPGUXBSFBSDIJUFDUVSFc1IJMJQQF,SVDIUFO
    IUUQTQIJMJQQFLSVDIUFODPNUIFNJTTJOHWBMVFPGTPGUXBSFBSDIJUFDUVSF

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  23. ৼΔ෣͍ͷՁ஋͸ݟ͑Δɺߏ଄ͷՁ஋͸ݟ͑ͳ͍
    ৽ػೳ
    /FX'FBUVSFT"EEFE
    'VODUJPOBMJUZ
    ݟ͑Δ
    7JTJCMF
    ܽؕ
    %FGFDUT
    ϙδςΟϒͳՁ஋
    1PTJUJWF7BMVF
    ωΨςΟϒͳՁ஋
    /FHBUJWF7BMVF
    ΞʔΩςΫνϟ
    "SDIJUFDUVSBM 4USVDUVSBM
    'FBUVSFT
    ٕज़తෛ࠴
    5FDIOJDBM%FCU
    ݟ͑ͳ͍
    *OWJTJCMF
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5IF NJTTJOH
    WBMVFPGTPGUXBSFBSDIJUFDUVSFc1IJMJQQF,SVDIUFO
    IUUQTQIJMJQQFLSVDIUFODPNUIFNJTTJOHWBMVFPGTPGUXBSFBSDIJUFDUVSF
    ৼΔ෣͍ͷՁ஋ ߏ଄ͷՁ஋

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  24. ୭ʹݟ͑Δݟ͑ͳ͍ͷ͔ʁ
    w ʮৼΔ෣͍ͷՁ஋ʯ͸Ϣʔβʔ͕ମݧͰ͖Δ΋ͷ
    w ʮߏ଄ͷՁ஋ʯ͸Ϣʔβʔ͕ମݧͰ͖ͳ͍΋ͷ
    w ʮߏ଄ͷՁ஋ʯ͸։ൃऀ͕ମݧͰ͖Δ΋ͷ ݟ͑Δ
    ݟ͑ͳ͍
    Ϣʔβʔ
    ʮιϑτ͞ʯΛ
    ݟ͑Δ
    ։ൃऀ

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  25. ͭͷՁ஋ͱͭͷମݧͷؔ܎
    ৽ػೳ
    /FX'FBUVSFT"EEFE
    'VODUJPOBMJUZ
    ݟ͑Δ
    7JTJCMF
    ܽؕ
    %FGFDUT
    ϙδςΟϒͳՁ஋
    1PTJUJWF7BMVF
    ωΨςΟϒͳՁ஋
    /FHBUJWF7BMVF
    ΞʔΩςΫνϟ
    "SDIJUFDUVSBM 4USVDUVSBM
    'FBUVSFT
    ٕज़తෛ࠴
    5FDIOJDBM%FCU
    ݟ͑ͳ͍
    *OWJTJCMF
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5IF NJTTJOH
    WBMVFPGTPGUXBSFBSDIJUFDUVSFc1IJMJQQF,SVDIUFO
    IUUQTQIJMJQQFLSVDIUFODPNUIFNJTTJOHWBMVFPGTPGUXBSFBSDIJUFDUVSF
    ৼΔ෣͍ͷՁ஋ ߏ଄ͷՁ஋
    Ϣʔβʔମݧ ։ൃऀମݧ

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  26. ։ൃνʔϜͷ࣌ؒશͯΛʮݟ͑ΔՁ஋ʯʹ౤Լ
    εςʔΫϗϧμʔͷؔ৺͸ɺϢʔβʔମݧʹӨڹ͢Δʮݟ͑ΔՁ
    ஋ʯɺͭ·ΓʮৼΔ෣͍ʯʹରͯ͠ͷΈ޲͚ΒΕΔͷͰɺ։ൃνʔ
    ϜͷݶΓ͋Δ࣌ؒΛશͯͦͷ࣮ݱʹඅ΍ͦ͏ͱ͢Δ
    ͦ͏ͯ͠୹ظతʹ͸Ϣʔβʔମݧ͕޲্͢Δ
    ୹ظతʁ
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ʜʜ

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  27. Ϣʔβʔମݧ΋։ൃऀମݧ΋ѱԽͤ͞Δແ๳ͳ։ൃ
    ͜ͷΑ͏ͳແ๳ͳ։ൃʹ͸࣋ଓੑ͕ͳ͍
    ʮ୹ظతʯͷઌ
    ҰํͰߏ଄ʹ͸ٕज़తෛ࠴͕஝ੵ͞Εଓ͚ɺιϑτ΢ΣΞ͕ιϑτ
    Ͱͳ͘ͳ͍͖ͬͯɺ։ൃऀମݧ͸ѱԽΛଓ͚Δ
    ৼΔ෣͍ͷมߋ͸ࠔ೉ʹͳΓɺϢʔβʔମݧͷ޲্΋ఀ଺ͩ͢͠
    ٕज़తෛ࠴͕૿͑ଓ͚Δ։ൃݱ৔Ͱ͸ʜʜ

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  28. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  29. ແ๳ͳ։ൃʹΑΔѱ॥؀
    ແ๳ͳ։ൃ͸ɺ։ൃऀମݧѱԽͷѱ॥؀ΛੜΉ

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  30. ࣌ؒ΁ͷϓϨογϟʔͳͲ͔Βແ๳ͳ։ൃ͕ߦΘΕΔ
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ

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  31. ແ๳ͳ։ൃ͕ٕज़తෛ࠴Λ૿Ճͤ͞Δ
    ٕज़తෛ࠴
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    ૿Ճͤ͞Δ

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  32. ٕज़తෛ࠴ͷ૿Ճ͕։ൃ଎౓Λ௿Լͤ͞Δ
    ٕज़తෛ࠴
    ͷ૿Ճ
    ։ൃ଎౓
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    ௿Լͤ͞Δ

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  33. ։ൃ଎౓ͷ௿Լ͕ແ๳ͳ։ൃΛසൃͤ͞Δ
    ٕज़తෛ࠴
    ͷ૿Ճ
    ։ൃ଎౓
    ͷ௿Լ
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    සൃͤ͞Δ

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  34. ແ๳ͳ։ൃʹΑΔ։ൃऀମݧѱԽͷѱ॥؀ͷ׬੒
    ٕज़తෛ࠴
    ͷ૿Ճ
    ։ൃ଎౓
    ͷ௿Լ
    ແ๳ͳ։ൃ
    ͷසൃ
    ։ൃऀମݧͷѱԽ

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  35. ͚ͩͲʜʜ
    ͠͹Β͘͢Δͱɺ΋͏Ұͭͷѱ॥؀͕ಈ͖ग़͢

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  36. ແ๳ͳ։ൃ͕ܽؕɾো֐Λ૿Ճͤ͞Δ
    ܽؕɾো֐
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    ૿Ճͤ͞Δ

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  37. ܽؕɾো֐ͷ૿Ճ͕։ൃ଎౓Λ௿Լͤ͞Δ
    ܽؕɾো֐
    ͷ૿Ճ
    ։ൃ଎౓
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    ௿Լͤ͞Δ

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  38. ։ൃ଎౓ͷ௿Լ͕ແ๳ͳ։ൃΛසൃͤ͞Δ
    ܽؕɾো֐
    ͷ૿Ճ
    ։ൃ଎౓
    ͷ௿Լ
    ແ๳ͳ։ൃ
    ։ൃऀମݧͷѱԽ
    සൃͤ͞Δ

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  39. ͭΊͷѱ॥؀ͷ׬੒
    ܽؕɾো֐
    ͷ૿Ճ
    ։ൃ଎౓
    ͷ௿Լ
    ແ๳ͳ։ൃ
    ͷසൃ
    ։ൃऀମݧͷѱԽ

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  40. ʮແ๳ͳ։ൃʯ͕ͭͷѱ॥؀Λ·Θ͠ଓ͚͍ͯΔ
    ։ൃ଎౓
    ͷ௿Լ
    ٕज़తෛ࠴
    ͷ૿Ճ
    ܽؕɾো֐
    ͷ૿Ճ
    ։ൃऀମݧͷѱԽ
    ։ൃऀମݧͷѱԽ
    ແ๳ͳ։ൃ
    ͷසൃ

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  41. Ϣʔβʔମݧ΋։ൃऀମݧ΋ϘϩϘϩʹ
    ։ൃ଎౓
    ͷ௿Լ
    ٕज़తෛ࠴
    ͷ૿Ճ
    ܽؕɾো֐
    ͷ૿Ճ
    ແ๳ͳ։ൃ
    ͷසൃ
    ৽ػೳ
    /FX'FBUVSFT
    "EEFE'VODUJPOBMJUZ
    ܽؕ
    %FGFDUT
    ΞʔΩςΫνϟ
    "SDIJUFDUVSBM
    4USVDUVSBM'FBUVSFT
    ٕज़తෛ࠴
    5FDIOJDBM%FCU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5IF NJTTJOH
    WBMVFPGTPGUXBSFBSDIJUFDUVSFc1IJMJQQF,SVDIUFO
    IUUQTQIJMJQQFLSVDIUFODPNUIFNJTTJOHWBMVFPGTPGUXBSFBSDIJUFDUVSF
    ૿͑ଓ͚Δ
    ରԠʹ௥ΘΕΔ
    ωΨςΟϒͳՁ஋
    /FHBUJWF7BMVF

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  42. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  43. ߏ଄ͷՁ஋ͱ͸ʁ
    l༏ΕͨΞʔΩςΫνϟ͕͋Ε͹ɺγεςϜΛ༰қʹཧղɾ։ൃɾอकɾσϓϩΠͰ͖Δɻ࠷
    ऴతͳ໨త͸ɺγεςϜͷϥΠϑλΠϜίετΛ࠷খݶʹ཈͑ɺϓϩάϥϚͷੜ࢈ੑΛ࠷େ
    ʹ͢Δ͜ͱͰ͋Δɻz
    ʰ$MFBO"SDIJUFDUVSFʱୈষΞʔΩςΫνϟͱ͸ʁ
    ιϑτ΢ΣΞΛιϑτʹ͢Δ

    View full-size slide

  44. ߏ଄ͷՁ஋Λߏ੒͢Δओͳಛੑ
    อकੑͷͭͷ඼࣭ಛੑ
    w ཧղ༰қੑ
    w มߋ༰қੑ
    w ςετ༰қੑ
    σϦόϦύϑΥʔϚϯεʹӨڹ͢ΔΞʔΩςΫνϟಛੑ
    w ςετ༰қੑ
    w σϓϩΠ༰қੑ
    ςετϐϥϛουͷԼ૚΁
    ʢյΕʹͯ͘͘౷߹؀ڥ͕ෆཁͳςετʣ
    #%6'ͱ&/6'ͷόϥϯεɺదԠ౓ؔ਺
    ϦʔμϒϧɺίϝϯτɺυΩϡϝϯτ
    νʔϜͱΞʔΩςΫνϟ͕ૄ݁߹
    ʮιϑτ΢ΣΞΛιϑτʹҡ࣋͠ଓ͚ΔʯͨΊͷಛੑ

    View full-size slide

  45. ։ൃऀͳΒߏ଄ͷՁ஋͸ʮݟ͑Δʯͷ͔ʁ
    ։ൃऀ͕ߏ଄ͷՁ஋Λਖ਼͘͠ධՁͰ͖Δͱ͸ݶΒͳ͍
    ٕज़తෛ࠴͸Ϗδωε΍Ϣʔβʔͷ
    ෆཧղ͔Βੜ͡Δͱ͸ݶΒͳ͍

    View full-size slide

  46. ٕज़తෛ࠴͕ੜΈग़͞ΕΔͭͷཧ༝
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

    View full-size slide

  47. ࠨଆ͸ʮແ๳ͳ։ൃʯʹΑΔແ๳ͳෛ࠴
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM
    ແ๳ͳ։ൃ

    View full-size slide

  48. ແ๳ແ֮ࣗͳෛ࠴
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM





    View full-size slide

  49. ແ๳ແ֮ࣗͳෛ࠴
    l"UFBNJHOPSBOUPGEFTJHOQSBDUJDFTJTUBLJOHPOJUTSFDLMFTTEFCUXJUIPVUFWFOSFBMJ[JOH
    IPXNVDIIPDLJUTHFUUJOHJOUPz
    σβΠϯϓϥΫςΟεʹແ஌ͳνʔϜ͸ɺແ๳ͳෛ࠴Λഎෛ͏ͷ͕ͩɺࣗΒ͕ͲΕ΄Ͳͷෛ࠴
    Λഎෛ͍ͬͯΔ͔ʹؾ͍͍ͮͯͳ͍ɻ
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM



    View full-size slide

  50. ແ๳ແ֮ࣗͳෛ࠴
    ෛ࠴͕ੜ͡ΔݪҼɿ
    w ༏ΕͨσβΠϯϓϥΫςΟεΛ஌Βͳ͍
    w ςετίʔυΛॻ͍ͨΓϦϑΝΫλϦϯά͢ΔεΩϧΛ༗͍ͯ͠
    ͳ͍



    ஌ࣝෆ଍ɾεΩϧෆ଍

    View full-size slide

  51. ແ๳ແ֮ࣗͳෛ࠴
    ෛ࠴ʹର͢Δߦಈ
    w ෛ࠴ͷଘࡏʹؾ෇͍͍ͯͳ͍͔Βฦࡁ͠ͳ͍
    w ͋Δ͍͸ɺฦࡁ͠Α͏ͱͯ͠༨ܭʹෛ࠴Λ࡞Γग़ͯ͠͠·͏



    ஌ࣝෆ଍ɾεΩϧෆ଍

    View full-size slide

  52. ແ๳ແ֮ࣗͳෛ࠴
    ໰୊ͷഎܠʢղܾ͢΂͖఺ʣ
    w ೔ʑͷ։ൃۀ຿͕๩͗ͯ͢͠ɺ։ൃऀ͕஌ࣝ΍εΩϧΛߴΊΔػ
    ձɾ؀ڥ͕ͳ͍૊৫
    w ։ൃن໛ʹ߹Θͤͯେٸ͗ͰਓΛ͔͖ूΊɺਓ਺͚ͩΛἧ͑ͨϓ
    ϩδΣΫτ
    w ຊ൪ՔಇʹΑΔӡ༻ɾอक͔ΒͷϑΟʔυόοΫ͕ಘΒΕͳ͍։
    ൃઐ೚νʔϜ



    ஌ࣝෆ଍ɾεΩϧෆ଍

    View full-size slide

  53. ແ๳ແ֮ࣗͳෛ࠴͸ʮ஌ࣝෆ଍ɾεΩϧෆ଍ʯʹΑͬͯੜ͡Δ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM
    ஌ࣝෆ଍ɾεΩϧෆ଍



    View full-size slide

  54. ແ๳ҙਤతͳෛ࠴
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM
    ஌ࣝෆ଍ɾεΩϧෆ଍





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  55. ແ๳ҙਤతͳෛ࠴
    l"UFBNNBZLOPXBCPVUHPPEEFTJHOQSBDUJDFT FWFOCFDBQBCMFPGQSBDUJDJOHUIFN CVU
    EFDJEFUPHPRVJDLBOEEJSUZCFDBVTFUIFZUIJOLUIFZDBOUBGGPSEUIFUJNFSFRVJSFEUP
    XSJUFDMFBODPEF*BHSFFXJUI6ODMF#PCUIBUUIJTJTVTVBMMZBSFDLMFTTEFCU CFDBVTF
    QFPQMFVOEFSFTUJNBUFXIFSFUIF %FTJHO1BZPGG-JOF JT5IFXIPMFQPJOUPGHPPEEFTJHOBOE
    DMFBODPEFJTUPNBLFZPVHPGBTUFSz
    νʔϜ͸༏ΕͨσβΠϯϓϥΫςΟεΛ஌͍ͬͯΔ͠ɺͦΕΛ࣮ફ͢Δೳྗ΋͋Δ͕ɺʮΫΠ
    οΫμʔςΟʯͰ΍Ζ͏ͱܾΊ͍ͯΔɻ൴Β͸ΫϦʔϯͳίʔυΛॻͨ͘Ίͷ͕࣌ؒແ͍ͱ
    ߟ͍͑ͯΔͷͩɻ͜ͷ΍Γํ͸͍͍ͨͯແ๳ͳෛ࠴ʹͳΔͱ͍͏ΞϯΫϧɾϘϒͷҙݟʹࢲ͸
    ࢍ੒ͩɻΈΜͳɺ%FTJHO1BZPGG-JOFΛաখධՁ͍ͯ͠Δͷͩɻ༏ΕͨσβΠϯͱΫϦʔϯͳί
    ʔυͷຊ࣭͸ɺνʔϜΛΑΓ଎͘͢Δͱ͍͏͜ͱͩɻ
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM



    View full-size slide

  56. %FTJHO1BZPGG-JOFΛաখධՁ͍ͯ͠Δ
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    %FTJHO4UBNJOB)ZQPUIFTJTcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ%FTJHO4UBNJOB)ZQPUIFTJTIUNM
    ΫΠοΫμʔςΟ



    ΋ͬͱઌͩͱ؁͘ݟ͍ͯΔ

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  57. εϐʔυͱ඼࣭
    l"UFBNNBZLOPXBCPVUHPPEEFTJHOQSBDUJDFT FWFOCFDBQBCMFPGQSBDUJDJOHUIFN CVU
    EFDJEFUPHPRVJDLBOEEJSUZCFDBVTFUIFZUIJOLUIFZDBOUBGGPSEUIFUJNFSFRVJSFEUP
    XSJUFDMFBODPEF*BHSFFXJUI6ODMF#PCUIBUUIJTJTVTVBMMZBSFDLMFTTEFCU CFDBVTF
    QFPQMFVOEFSFTUJNBUFXIFSFUIF %FTJHO1BZPGG-JOF JT5IFXIPMFQPJOUPGHPPEEFTJHOBOE
    DMFBODPEFJTUPNBLFZPVHPGBTUFSz
    νʔϜ͸༏ΕͨσβΠϯϓϥΫςΟεΛ஌͍ͬͯΔ͠ɺͦΕΛ࣮ફ͢Δೳྗ΋͋Δ͕ɺʮΫΠ
    οΫμʔςΟʯͰ΍Ζ͏ͱܾΊ͍ͯΔɻ൴Β͸ΫϦʔϯͳίʔυΛॻͨ͘Ίͷ͕࣌ؒແ͍ͱ
    ߟ͍͑ͯΔͷͩɻ͜ͷ΍Γํ͸͍͍ͨͯແ๳ͳෛ࠴ʹͳΔͱ͍͏ΞϯΫϧɾϘϒͷҙݟʹࢲ͸
    ࢍ੒ͩɻΈΜͳɺ%FTJHO1BZPGG-JOFΛաখධՁ͍ͯ͠Δͷͩɻ༏ΕͨσβΠϯͱΫϦʔϯͳί
    ʔυͷຊ࣭͸ɺνʔϜΛΑΓ଎͘͢Δͱ͍͏͜ͱͩɻ
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM



    View full-size slide

  58. εϐʔυͱ඼࣭



    ඼࣭ͱҾ͖׵͑ʹεϐʔυ͕ಘΒΕΔ
    ඼࣭Λॏࢹ͢Ε͹

    View full-size slide

  59. ແ๳ҙਤతͳෛ࠴
    ෛ࠴͕ੜ͡ΔݪҼɿ
    w %FTJHO1BZP
    ff
    -JOFΛաখධՁ͍ͯ͠Δ
    w ͱΓ͋͑ͣʮৼΔ෣͍͕࣮ݱͰ͖Ε͹0,ʯͱ͍͏ࢥߟʹؕΓɺ
    ຊདྷ΍Δ΂͖͜ͱΛ΍Βͣʹಥ͖ਐΉ
    ΫΠοΫμʔςΟ



    View full-size slide

  60. ແ๳ҙਤతͳෛ࠴
    ຊདྷ΍Δ΂͖͜ͱΛ΍Βͣʹಥ͖ਐΉ
    w ઃܭ͠ͳ͍
    w ϦϑΝΫλϦϯά͠ͳ͍
    w ςετίʔυΛॻ͔ͳ͍
    w ద੾ͳίϝϯτΛॻ͔ͳ͍
    w ద੾ͳυΩϡϝϯτΛ࡞੒͠ͳ͍
    ΫΠοΫμʔςΟ



    ٕज़తෛ࠴ΛੜΈग़͢

    View full-size slide

  61. ແ๳ҙਤతͳෛ࠴
    ෛ࠴ʹର͢Δߦಈ
    w ͋ͱճ͠Λ܁Γฦ͠ɺؾ෇͍ͨ࣌ʹ͸ख஗ΕʹͳΔ
    w ෛ࠴ʹ·ΈΕΔ͏ͪฦࡁ͢ΔϞνϕʔγϣϯ͕ࣦΘΕͯ͠·͏
    ΫΠοΫμʔςΟ



    View full-size slide

  62. ແ๳ҙਤతͳෛ࠴
    ໰୊ͷഎܠʢղܾ͢΂͖఺ʣ
    w ظ೔΋είʔϓ΋ಈ͔ͤͳ͍ɺ࣮࣭తʹτϨʔυΦϑεϥΠμ
    ʔ͕յΕͨϓϩδΣΫτ
    w ٕज़తෛ࠴ʹ·ΈΕͨঢ়ଶ͕౰ͨΓલʹͳͬͯɺײ͕֮ຑᙺ
    ͍ͯ͠Δ։ൃνʔϜ
    w Ҿ͖ܧ͗ͳͲͰɺίʔυʹର͢ΔΦʔφʔγοϓҙ͕ࣝܽམ
    ͨ͠։ൃνʔϜ
    ΫΠοΫμʔςΟ



    ͭ·ΓʮׂΕ૭ʯ
    ʮલ೚ऀͨͪͷ͍ͤͩ͠ʯ
    ࣌ؒɺ༧ࢉɺ඼࣭ɺείʔϓ͢΂ͯݻఆԽ

    View full-size slide

  63. ແ๳ҙਤతͳෛ࠴͸ʮΫΠοΫμʔςΟʯʹΑͬͯੜ͡Δ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ΫΠοΫμʔςΟ



    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

    View full-size slide

  64. ແ๳ͳ։ൃʹΑΔແ๳ͳෛ࠴͕ੜ͡Δഎܠ
    ։ൃऀ͕ߏ଄ͷՁ஋Λਖ਼͘͠ධՁͰ͖Δͱ͸ݶΒͳ͍
    ΫΠοΫμʔςΟ
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ʢ%FTJHO1BZPGG-JOFΛաখධՁʣ
    ແ๳ͳ։ൃʹΑΔແ๳ͳෛ࠴
    ʢ࠶ܝʣ


    ֮
    ҙ


    View full-size slide

  65. ʮѱ͍ෛ࠴ʯͱʮྑ͍ෛ࠴ʯ
    ѱ͍ෛ࠴
    #BE%FCU
    ྑ͍ෛ࠴
    (PPE%FCU
    ˞ࢀߟϖʔδ
    (PPEBOE#BE5FDIOJDBM%FCU BOEIPX5%%IFMQT
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    िؒҎ্ܦͬͯ΋ฦࡁ͞Εͳ͍
    ݹ͍ෛ࠴
    ग़དྷͯҰिؒະຬͷ
    ৽͍͠ෛ࠴
    ٕज़తෛ࠴͸ඞͣ͠΋ѱऀͰ͸ͳ͍

    View full-size slide

  66. ແ๳ͳෛ࠴͸ฦࡁ͕଺Δʮѱ͍ෛ࠴ʯ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ΫΠοΫμʔςΟ
    ฦࡁ͕଺Δѱ͍ෛ࠴
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

    View full-size slide

  67. λΠτϧΛਖ਼͘͠ॻ͖௚͢
    ٕज़తෛ࠴͸։ൃऀମݧΛѱԽͤ͞Δ
    ѱ͍ٕज़తෛ࠴

    View full-size slide

  68. ৻ॏҙਤతͳෛ࠴
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ΫΠοΫμʔςΟ
    ྑ͍ෛ࠴





    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

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  69. ৻ॏҙਤతͳෛ࠴
    l5IFQSVEFOUEFCUFYBNQMFJTEFMJCFSBUFCFDBVTFUIFUFBNLOPXTUIFZBSFUBLJOHPOB
    EFCU BOEUIVTQVUTTPNFUIPVHIUBTUPXIFUIFSUIFQBZPGGGPSBOFBSMJFSSFMFBTFJTHSFBUFS
    UIBOUIFDPTUTPGQBZJOHJUPGGz
    ৻ॏͳෛ࠴ͷྫ͸ɺෛ࠴Λෛ͍ͬͯΔ͜ͱΛνʔϜ͕ೝ͍ࣝͯ͠Δ͜ͱͱɺૣظͷϦϦʔεʹ
    ΑΔݟฦΓʢQBZPGGʣ͕ɺͦΕʹΑΓࢧ෷͏͜ͱʹͳΔίετΑΓେ͖͍͔Ͳ͏͔Λߟྀ͠
    ͍ͯΔͱ͍͏఺Ͱɺҙਤతͩɻ
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM



    %FTJHO1BZPGG-JOFΛ
    աখධՁ͠ͳ͍

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  70. ৻ॏҙਤతͳෛ࠴
    w ྫɿ

    γϯϓϧͰΤϨΨϯτͳίʔυΛॻͨ͘Ίͷ࣮ݧͷաఔͰੜ·Ε
    ΔҰ࣌తͳෛ࠴
    w ྫɿ

    ৽͍͠ػೳΛϢʔβʔ͕ؾʹೖΔ͔ϑΟʔυόοΫΛಘΔ͜ͱΛ
    ༏ઌͨ͠୹ظؒͷෛ࠴
    ˞ࢀߟϖʔδ
    (PPEBOE#BE5FDIOJDBM%FCU BOEIPX5%%IFMQT
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    ࣮ݧ΍ࢼߦࡨޡͷ
    աఔͰෛ࠴͕ੜ·ΕΔ
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    ༏ΕͨৼΔ෣͍ͷ௥ٻ

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  71. ৻ॏҙਤతͳෛ࠴
    ෛ࠴͕ੜ͡ΔݪҼɿ
    w ༏ΕͨৼΔ෣͍΍ߏ଄Λಋ͖ग़͢աఔͰҰ࣌తʹෛ࠴͕ੜ͡Δ



    ࣮ݧ΍ࢼߦࡨޡ

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  72. ৻ॏҙਤతͳෛ࠴
    ෛ࠴ʹର͢Δߦಈ
    w ༏Εͨߏ଄ʹͨͲΓண͘աఔͰੜ͡Δෛ࠴͸ɺҰ࿈ͷϓϩηεͷ
    தͰղফ͞Ε͍ͯ͘
    w ༏ΕͨৼΔ෣͍ʹͨͲΓண͘աఔͰੜͨ͡ෛ࠴͸ɺ࣍ͷػೳʹऔ
    Γֻ͔Δ·Ͱʹฦࡁ͞ΕΔ



    ࣮ݧ΍ࢼߦࡨޡ

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  73. ৻ॏҙਤతͳෛ࠴
    ͦΕͰ΋ෛ࠴͸ঃʑʹ஝ੵ͞Ε͍ͯ͘



    ࣮ݧ΍ࢼߦࡨޡ
    ·ΔͰܦ೥ྼԽͷΑ͏ʹ
    ʢѱ͍ෛ࠴ʣ

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  74. ৻ॏҙਤతͳෛ࠴



    4-*
    4-0
    ͜·Ίʹฦࡁ͍ͯ͠Δ͕
    ঃʑʹ૿͍͑ͯ͘
    ্ݶΛ௒͑ͨΒશྗͰ
    ΫϦʔϯΞοϓ
    ࣮ݧ΍ࢼߦࡨޡ
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    (PPEBOE#BE5FDIOJDBM%FCU BOEIPX5%%IFMQT
    c$SJTQ`T#MPH
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  75. ৻ॏҙਤతͳෛ࠴͸ʮ࣮ݧ΍ࢼߦࡨޡʯͷதͰੜ͡Δ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ΫΠοΫμʔςΟ
    ࣮ݧ΍ࢼߦࡨޡ



    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

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  76. ৻ॏແ֮ࣗͳෛ࠴
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ΫΠοΫμʔςΟ
    ࣮ݧ΍ࢼߦࡨޡ





    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM

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  77. ৻ॏແ֮ࣗͳෛ࠴
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    QSPKFDUUIBUEFMJWFSFEWBMVBCMFTPGUXBSF UIFDMJFOUXBTIBQQZ BOEUIFDPEFXBTDMFBO#VU
    IFXBTOUIBQQZXJUIUIFDPEF)FGFMUUIFUFBNIBEEPOFBHPPEKPC CVUOPXUIFZSFBMJ[F
    XIBUUIFEFTJHOPVHIUUPIBWFCFFOz
    ࠷ۙɺಉ྅͕ϩʔϧΞ΢τͤͨ͞͹͔ΓͷϓϩδΣΫτʹ͍ͭͯɺ൴ͱ࿩ͨ͠ɻͦͷϓϩδΣ
    Ϋτ͸ɺՁ஋͋Διϑτ΢ΣΞΛఏڙ͠ɺΫϥΠΞϯτ΋ຬ଍ͨ͠͠ɺίʔυ΋ΫϦʔϯͩ
    ͬͨɻͰ΋ɺ൴͸ͦͷίʔυʹຬ଍͍ͯ͠ͳ͔ͬͨɻνʔϜ͸ྑ͍࢓ࣄΛͨ͠ͱײͯ͡͸͍ͨ
    ͕ɺ൴Β͸ࠓʹͳͬͯઃܭ͕Ͳ͏͋Δ΂͖͔Λޛͬͨͷͩɻ
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
    IUUQTNBSUJOGPXMFSDPNCMJLJ5FDIOJDBM%FCU2VBESBOUIUNM



    ͦΕ·Ͱ͸ؾ෇͍͍ͯͳ͔ͬͨ

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  78. ޙ͔Βؾ෇͍ͨ
    ෛ࠴͕ੜ͡ΔݪҼɿ
    w ௕ظؒʹ͓ΑͿܧଓతͳมߋͷதͰɺγεςϜʹର͢Δ։ൃνʔ
    Ϝͷཧղ͕ਐΜͩ݁ՌɺνʔϜͷ஌ࣝͱݱঢ়ͷΞʔΩςΫνϟͷ
    ؒʹେ͖ͳဃ཭͕ੜͨ͡
    w ͦͷဃ཭ͷղফʹϦΞʔΩςΫςΟϯά͕ඞཁͱͳͬͨ



    ஌ࣝͱͷେ͖ͳဃ཭

    View full-size slide

  79. ৻ॏແ֮ࣗͳෛ࠴
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    "'JFME4UVEZPG5FDIOJDBM%FCUc4PGUXBSF&OHJOFFSJOH*OTUJUVUF
    IUUQTJOTJHIUTTFJDNVFEVCMPHB
    fi
    FMETUVEZPGUFDIOJDBMEFCU



    ٕज़తෛ࠴ͷݪҼ
    ΞʔΩςΫνϟબఆ
    ͷࣦഊ
    ஌ࣝͱͷେ͖ͳဃ཭

    View full-size slide

  80. ৻ॏແ֮ࣗͳෛ࠴
    ෛ࠴ʹର͢Δߦಈ
    w ʮޙ͔Βมߋ͢Δ͜ͱ͕೉͍͠ʯͱݴΘΕΔ͜ͱ΋ଟ͍ΞʔΩς
    ΫνϟΛม͑Δͷ͸ɺϏδωε൑அͱͯ͠΋ίετ͕େ͖͗͢Δ
    w νʔϜ͸ɺεςʔΫϗϧμʔʹฦࡁͷॏཁੑΛઆ͜͏ͱࢼΈΔ



    Ϗδωε൑அ͕ೖΔͷ͸͜͜
    ଞ͸։ൃνʔϜͷ໰୊
    ஌ࣝͱͷେ͖ͳဃ཭

    View full-size slide

  81. ৻ॏແ֮ࣗͳෛ࠴
    ໰୊ͷഎܠʢղܾ͢΂͖఺ʣ
    w ʢεςʔΫϗϧμʔʹཧղ͕ಘΒΕͳ͍έʔεʣ

    ೔ࠒ͔Βɺෛ࠴ͷঢ়گ΍ͦͷӨڹ͕ՄࢹԽɾݴޠԽ͞Ε͓ͯ
    Βͣɺ։ൃνʔϜͱεςʔΫϗϧμʔͷؒͰೝࣝʹେ͖ͳִͨ
    Γ͕͋Δ૊৫



    εςʔΫϗϧμʔʹߏ଄͕
    ʮݟ͑ͳ͍ʯ··ʹ͍ͯ͠Δ
    ஌ࣝͱͷେ͖ͳဃ཭

    View full-size slide

  82. ৻ॏແ֮ࣗͳෛ࠴͸ʮ஌ࣝͱͷେ͖ͳဃ཭ʯʹΑͬͯੜ͡Δ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ΫΠοΫμʔςΟ
    ࣮ݧ΍ࢼߦࡨޡ
    ஌ࣝͱͷେ͖ͳဃ཭



    ஌ࣝෆ଍ɾεΩϧෆ଍
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
    5FDIOJDBM%FCU2VBESBOUcNBSUJOGPXMFSDPN
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  83. ৻ॏͳෛ࠴ʹΑΔݟฦΓ͸ʮֶͼʯ
    ઃܭʹׂ࣌ؒ͘
    ͳΜͯͳ͍͠
    ݁Ռʹ΋੹೚࣋ͯͳ͍
    ແ๳
    3FDLMFTT
    ϨΠϠʔԽͬͯԿʁ
    ҙਤతͳෛ࠴
    %FMJCFSBUF%FCU
    ແ֮ࣗͳෛ࠴
    *OBEWFSUFOU%FCU
    ϦϦʔεΛ༏ઌ͢Δ͕
    ͦͷ݁Ռੜ͡Δෛ࠴ʹ΋
    ରॲ͢Δͭ΋Γͩ
    ࠓ͔ͩΒ෼͔Δ͕
    ࠷దͳબ୒ࢶ͕
    ଞʹ΋͋ͬͨ
    ৻ॏ
    1SVEFOU
    ΫΠοΫμʔςΟ
    ࣮ݧ΍ࢼߦࡨޡ
    ஌ࣝͱͷେ͖ͳဃ཭
    ஌ࣝෆ଍ɾεΩϧෆ଍
    ֶͼʹΑΔෛ࠴
    ˞Լهϖʔδʹܝࡌ͞ΕͨਤΛ΋ͱʹ࡞੒
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  84. ෛ࠴͕ੜ͡ΔͭͷݪҼ
    ΫΠοΫμʔςΟ
    ஌ࣝෆ଍ɾεΩϧෆ଍ ஌ࣝͱͷେ͖ͳဃ཭
    ࣮ݧ΍ࢼߦࡨޡ

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  85. ղܾ͢΂͖఺ͷ·ͱΊ
    ஌ࣝෆ଍ɾεΩϧෆ଍
    w ೔ʑͷ։ൃۀ຿͕๩͗ͯ͢͠ɺ։ൃऀ͕஌ࣝ΍εΩϧΛߴΊΔػձɾ؀ڥ͕ͳ͍૊৫
    w ։ൃن໛ʹ߹Θͤͯେٸ͗ͰਓΛ͔͖ूΊɺਓ਺͚ͩΛἧ͑ͨϓϩδΣΫτ
    w ຊ൪ՔಇʹΑΔӡ༻ɾอक͔ΒͷϑΟʔυόοΫ͕ಘΒΕͳ͍։ൃઐ೚νʔϜ
    ΫΠοΫμʔςΟ
    w ظ೔΋είʔϓ΋ಈ͔ͤͳ͍ɺτϨʔυΦϑεϥΠμʔ͕յΕͨϓϩδΣΫτ
    w ٕज़తෛ࠴ʹ·ΈΕͨঢ়ଶ͕౰ͨΓલʹͳͬͯɺײ͕֮ຑᙺ͍ͯ͠Δ։ൃνʔϜ
    w Ҿ͖ܧ͗ͳͲͰɺίʔυʹର͢ΔΦʔφʔγοϓҙ͕ࣝܽམͨ͠։ൃνʔϜ
    ஌ࣝͱͷେ͖ͳဃ཭
    w ೔ࠒ͔Βɺෛ࠴ͷঢ়گ΍ͦͷӨڹ͕ՄࢹԽɾݴޠԽ͞Ε͓ͯΒͣɺ։ൃνʔϜͱεςʔΫϗϧ
    μʔͷؒͰೝࣝʹେ͖ͳִͨΓ͕͋Δ૊৫

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  86. ΞδΣϯμ
    w ͭͷମݧͷࣅͨಛ௃
    w ৼΔ෣͍ͷՁ஋ɺߏ଄ͷՁ஋
    w ແ๳ͳ։ൃʹΑΔѱ॥؀
    w ແ๳ͳෛ࠴ɺ৻ॏͳෛ࠴
    w ͭͷମݧͷܾఆతͳҧ͍

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  87. ιϑτ΢ΣΞϓϩμΫτʹ·ͭΘΔͭͷʮମݧʯ
    Ϣʔβʔମݧ
    696TFSF9QFSJFODF
    ։ൃऀମݧ
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    Α͘ࣅͨಛ௃Λ͍࣋ͬͯΔ

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  88. ࣅ͍ͯΔ͚ͩͰ͸ͳ͔ͬͨ
    ͭͷମݧʹ͸ܾఆతͳҧ͍͕͋Δ
    ʮମݧΛ༏Εͨ΋ͷʹ͢Δͷ͸୭͔ʁʯ

    View full-size slide

  89. ։ൃऀମݧΛ༏Εͨ΋ͷʹ͢Δͷ͸։ൃऀࣗ਎
    ମݧΛ༏Εͨ΋ͷʹ͢Δͷ͸୭͔ʁ
    w ϢʔβʔମݧɿϢʔβʔࣗ਎Ͱ͸ͳ͘ϓϩμΫτͷఏڙऀ
    w ։ൃऀମݧɹɿଟ͘͸։ൃऀࣗ਎
    ٕज़తෛ࠴ʹ޲͖߹͏

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  90. ։ൃऀମݧΛ༏Εͨ΋ͷʹ͢Δ͜ͱʹ޲͖߹͏
    ઃܭʹׂ࣌ؒ͘
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    ແ๳
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    ৻ॏ
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    εςʔΫϗϧμʔͷ
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    ແ๳ͳ։ൃͷѱ॥؀
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  91. ։ൃऀͷ੹೚
    lΞʔΩςΫνϟΛޙճ͠ʹ͢ΔͱɺγεςϜͷ։ൃίετ͸·͢·͢ߴ͘ͳΓɺγεςϜͷ
    Ұ෦·ͨ͸શ෦͕มߋෆೳʹͳΔͩΖ͏ɻͦͷ͜ͱΛ͓͍֮͑ͯͯ΄͍͠ɻͦͷΑ͏ͳঢ়ଶ͕
    ڐ͞Ε͍ͯΔΑ͏ͳΒɺιϑτ΢ΣΞ։ൃνʔϜ͕ࣗΒ͕ඞཁͱ͢Δ΋ͷͷͨΊʹɺݒ໋ʹ
    ಆΘͳ͔ͬͨͱ͍͏͜ͱͩɻz
    ʰ$MFBO"SDIJUFDUVSFʱୈষͭͷՁ஋ͷ͓࿩

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  92. ݒ໋ʹಆ͓͏

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