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変更障害率0%よりも「継続的な学習と実験」を価値とする 〜障害を「起こってはならないもの」としていた組織がDirtの実施に至るまで〜 / DevOps Transformation in NAVITIME JAPAN

変更障害率0%よりも「継続的な学習と実験」を価値とする 〜障害を「起こってはならないもの」としていた組織がDirtの実施に至るまで〜 / DevOps Transformation in NAVITIME JAPAN

2023.04.18 DevOpsDays Tokyo 2023
https://www.devopsdaystokyo.org/

NAVITIME JAPAN

April 17, 2023
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  1. มߋো֐཰ΑΓ΋ʮܧଓతͳֶशͱ࣮
    ݧʯΛՁ஋ͱ͢Δ
    ʙো֐Λʮىͬͯ͜͸ͳΒͳ͍΋ͷʯͱ͠
    ͍ͯͨ૊৫͕%JSUͷ࣮ࢪʹࢸΔ·Ͱʙ

    גࣜձࣾφϏλΠϜδϟύϯ
    খాதҭੜ

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  2. খాதҭੜ
    ͓ͩͳ͔͍͓͘
    גࣜձࣾφϏλΠϜδϟύϯ

    71PG&OHJOFFSJOH
    #JPHSBQIZ

    ܦ࿏୳ࡧͷݚڀ։ൃ෦໳੹೚ऀͱͯ͠.BB4࣌୅ʹϑΟοτͨ͠ϚϧνϞʔμϧܦ࿏୳ࡧͷ։ൃΛਪਐ͠ҠಈମݧͷΞο
    ϓσʔτʹίϛοτϝϯτɻ

    71P&ͱͯ͠͸͍͖͍͖ͱͨ͠૊৫ͮ͘ΓΛ໨ࢦͯࣾ͠಺޲͚ΞδϟΠϧ։ൃΨΠυϥΠϯͷ࡞੒͓ΑͼਪਐͳͲʹऔΓ
    ૊ΜͰ͍Δɻ
    ਺೥લɺ.4ͷڇඌ͞Μ͕ࣾ಺Ͱ%FW0QTʹ͍ͭͯߨԋͯͩͬͨ͘͜͠͞ͱΛ͖͔͚ͬʹɺ%FW0QTʹڵຯΛ΋ͬͨɻ
    ஶॻʮ͍ͪ͹Μ΍͍͞͠ΞδϟΠϧ։ൃͷڭຊʯΠϯϓϨε

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  3. -FBSOJOH0VUDPNF
    wܧଓతͳֶशͱ࣮ݧ͕૊৫ʹࠜ෇͍͍ͯ͘ϓϩηεΛ஌Δ
    w͏·͍͍ͬͯ͘ͳ͍͜ͱΛڞ༗Ͱ͖ΔϚΠϯυηοτͷ࡞Γ
    ํΛཧղ͢Δ

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  4. ͸͡Ίʹ
    ౰ࣾͷ%FW0QTͷาΈʹ͍ͭͯࢲ͕஌͍ͬͯΔ͜ͱ͸͋͘·ͰҰ
    ෦෼Ͱ͢ɻࠓճ͸ʮো֐ʯʹରͯ͠ͷϚΠϯυηοτస׵ͷ࿩͕
    ϝΠϯͰ͕͢ɺͦͷத৺ʹ͍ͨϕςϥϯ2.ͷํͳͲɺࢲҎ֎ͷ
    ࣾ಺ͷ༗ࣝऀ͔Βฉ͍ͨ಺༰͕ଟ෼ʹؚ·Ε͍ͯ·͢ɻ
    ώΞϦϯάʹԠͯͩͬͨ͘͡͞օ͞Μɺ͋Γ͕ͱ͏͍͟͝·͢ɻ

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  5. %FW0QTͭͷಓ

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  6. wϑϩʔͷݪଇ
    wϑΟʔυόοΫͷݪଇ
    wܧଓతͳֶशͱ࣮ݧͷݪଇ

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  7. ܧଓతͳֶश͕ϑΟʔυόοΫΛػೳͤ͞ɺϑϩʔΛΑΓΑ͍΋ͷʹ͍ͯ͘͠
    ܧଓతͳֶशͱ࣮ݧ
    IUUQTQJYBCBZDPNJNBHFTJE

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  8. Πϯγσϯτ͸ֶͼͷๅݿɻ
    Ͳ͏΍ͬͯະવʹ๷͙͔
    Ͳ͏΍ͬͯૣظ෮چ͢Δ͔
    ࢲͨͪ͸ࣦഊ͔ΒֶͿ

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  9. 'PVS,FZT
    Πϯγσϯτ͔Βͷֶͼ͸ΤϦʔτ%FW0QTνʔϜ΁ͷୈҰา
    wσϓϩΠͷස౓
    wมߋͷϦʔυλΠϜ
    wαʔϏε෮ݩ࣌ؒ
    wมߋো֐཰
    IUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTHDQVTJOHUIFGPVSLFZTUPNFBTVSFZPVSEFWPQTQFSGPSNBODF

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  10. Έͳ͞Μɺʮো֐ൃੜ཰ʯ͸
    Ͳͷఔ౓Λ໨ࢦ͍ͯ͠·͔͢

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  11. 4ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ࣌୅

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  12. ೥͘Β͍લͷ౰ࣾͷঢ়گ
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

    QMͱͯ͠͸ɺো֐/όά̌݅͸ෆՄೳͳͷͰͦͷதͰ
    ॏΈ͚ͮΛ͢΂͖ͱ͍͏ํ਑Ͱͨ͠ɻ

    ͔͠͠ͳ͕Βɺো֐όά̌݅Λ໨ඪͱ͍ͯ͠Δ
    νʔϜ͸ଟ͔ͬͨΑ͏ʹࢥ͍·͢ɻ

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  13. ࣗ෼͸Ͳ͏͔ͩͬͨ
    ࣗ෼ʹͱͬͯ΋ো֐͸ʮ͋ͬͯ͸ͳΒͳ͍͜ͱʯͩͬͨ
    wલ৬͸൒ಋମاۀʹॴଐ
    wख໭Γ͕ԯ୯Ґͷଛ֐ʹͳΓ͏Δ
    wͦΕΏ͑ςετ޻ఔ͸೥୯Ґͷॏްͳ΋ͷ
    wͳͷͰʮো֐Λͳͨ͘͢ΊʹͲΜͲΜςετΛ

    ௥Ճ͢Δ΂͖ʯͱ͍͏ελϯεͩͬͨ

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  14. ೥ࠒͷࣗ෼ͷελϯε͕Α͘දΕ͍ͯΔεϥΠυ

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  15. ೥͘Β͍લͷ౰ࣾͷঢ়گ
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

    QMͱͯ͠͸ɺো֐/όά̌݅͸ෆՄೳͳͷͰͦͷதͰ
    ॏΈ͚ͮΛ͢΂͖ͱ͍͏ํ਑Ͱͨ͠ɻ

    ͔͠͠ͳ͕Βɺো֐όά̌݅Λ໨ඪͱ͍ͯ͠Δ
    νʔϜ͸ଟ͔ͬͨΑ͏ʹࢥ͍·͢ɻ
    ݅Λ໨ඪͱ͠ͳ͚Ε͹ͳΒͳ͍ɺ
    ো֐Λग़ͨ͠Βࣾ಺ʹରͯ͠ँࡑ͠ͳ͚Ε͹ͳΒͳ͍
    ͱ͍͏ۭؾ΋͍ͩͿೱ͔ͬͨΑ͏ʹࢥ͍·͢ɻ

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  16. ͔֬ʹΈΜͳँͬͯͨ
    ౰࣌Α͘ݟ͔͚ͨো֐ใ

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  17. ΋͠ো֐͕ى͖ͯ͠·ͬͨͳΒʢσϓϩΠͰյΕͨͳΒʣ
    IUUQTQJYBCBZDPNJNBHFTJE

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  18. ͙͢ʹͦΕΛڞ༗͠ɺमਖ਼͢Δ͜ͱʹશྗΛͦͦ͗
    IUUQTQJYBCBZDPNJNBHFTJE

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  19. ͔ͦ͜ΒֶͼΛಘ͍ͨ
    IUUQTQJYBCBZDPNJNBHFTJE

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  20. ͔͠͠
    wʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷʯͳͷͰো֐͕݅໨ඪ
    ʹܝ͛ΒΕΔ
    wো֐͕ൃੜ͢Δͱ໨ඪະୡʹͳΔͷͰɺٙΘ͍͠΋ͷ΋
    ۃྗো֐ͱͯ͠ѻΘͳ͍ϋοΫ͕ԣߦͯ͠͠·͏
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

    ো֐Λใࠂͤͣ಺ʑʹॲཧ͢ΔΑ͏ͳ༷ࢠ΋
    ݟΒΕ·ͨ͠

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  21. ʮى͖͍ͯΔʯͱใࠂͨ͘͠ͳ͍ͷͰࣄޙใࠂʹͳΔ
    ౰࣌Α͘ݟ͔͚ͨো֐ใ

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  22. ͳΔ΂͘஌ΒΕͳ͍Α͏ʹͬͦ͜ΓՐফ͠Λ͍ͯͨ͠ɻ
    ͦͷͨΊରԠʹ͕͔͔࣌ؒΓɺֶͼ΁ͷঢ՚΋ͳ͔ͬͨ
    IUUQTQJYBCBZDPNJNBHFTJE

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  23. ·ͬͨ͘%FW0QTͰ͸ͳ͍ϚΠϯυηοτ
    wσϓϩΠͷස౓
    wมߋͷϦʔυλΠϜ
    wαʔϏε෮ݩ࣌ؒ
    wมߋো֐཰
    IUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTHDQVTJOHUIFGPVSLFZTUPNFBTVSFZPVSEFWPQTQFSGPSNBODF
    มߋো֐཰Λʹ͢ΔͨΊʹ͸σϓϩΠස౓ɺมߋͷϦʔυλΠϜ͕٘ਜ਼ʹͳΔ

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  24. (P5P͞Μ Ծ໊
    ͸ಈ͍ͨ
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

    ܦӦͱ૬ஊͯ͠ɺ
    ҎԼͷϝοηʔδΛࣾ಺શମʹൃ৴͠·ͨ͠ɻ
    w ະ஌ͷো֐͸ى͜Γ͏Δɻى͖ͯ͠·ͬͨΒ

    ૣ͘෮چ͢Δ͜ͱʹूத͠Α͏
    w ࠶ൃ͸๷͝͏ɻӨڹ͕େ͖ͳ΋ͷ͸ಛʹɻ
    w ޡใͰ΋͍͍͔ΒୈҰใΛ଎͘ɻ
    wো֐ൃੜͨ͠ࡍʹࣾ಺ʹ޲͔ͬͯँࡑ͢Δͷ͸΍ΊΑ͏ɻ

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  25. (P5P͞Μ Ծ໊
    ͸ಈ͍ͨ
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

    ܦӦͱ૬ஊͯ͠ɺ
    ҎԼͷϝοηʔδΛࣾ಺શମʹൃ৴͠·ͨ͠ɻ
    w ະ஌ͷো֐͸ى͜Γ͏Δɻى͖ͯ͠·ͬͨΒ

    ૣ͘෮چ͢Δ͜ͱʹूத͠Α͏
    w ࠶ൃ͸๷͝͏ɻӨڹ͕େ͖ͳ΋ͷ͸ಛʹɻ
    w ޡใͰ΋͍͍͔ΒୈҰใΛ଎͘ɻ
    wো֐ൃੜͨ͠ࡍʹࣾ಺ʹ޲͔ͬͯँࡑ͢Δͷ͸΍ΊΑ͏ɻ
    ʮো֐͸ى͖͏Δ΋ͷͩʯͱ͍͏ϝοηʔδ͕ଧͪग़͞Εɺ
    ࣾ಺ͷۭؾ͕มΘΓ࢝Ίͨ

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  26. 4ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ࣌୅

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  27. Πϯγσϯτڞ༗νϟϯωϧͷ஀ੜ ೥ࠒ

    wࣄۀԣஅͰ࿈ܞ͠ͳ͕Βૉૣ͘෮چ͍ͨ͠ͱ͍͏ૂ͍͔Β஀ੜ
    w೥͔Βݱࡏ·Ͱ͸4MBDL্ͰӡӦ

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  28. ౰ॳͷڞ༗νϟϯωϧͷঢ়گ
    wϝϯγϣϯઌͳͲ͕ࡉ͔͘ఆٛ͞Εͨॏްͳӡ༻
    wۓٸੑ͕௿͍΋ͷ͸౤ߘͰ͖ͳ͍ۭؾײ
    w౰࣌͸4MBDLʹεϨουػೳ͕ͳ͘౤ߘ͕૿͑͗͢Δͱ࿩Λ௥͍ͮΒ͘ͳ
    Δɺͱ͍͏ࣄ৘΋͋ͬͨ
    wڞ༗νϟϯωϧͷଘࡏ͸େ͖ͳҰา͕ͩͬͨɺো֐ใΛग़͢͜ͱ΁ͷ఍߅ײ͕
    Ұ໷ʹͯ͠ফ͑ͨΘ͚Ͱ͸ͳ͔ͬͨ

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  29. νϟϯωϧ։ઃͱฏߦͯ͠ɺো֐ใࠂɾ࠶ൃ๷ࢭࡦʹ͍ͭͯͷࣾ಺ษڧձ͕։࠵

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  30. ͜ͷҰจʹϋοͱͨ͠

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  31. ࣮ࡍʹىͬͨ͜ো֐͔ΒֶͿԋश΋Կ౓͔։࠵͞Εͨ

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  32. ো֐ใࠂΛద੾ʹߦ͏͜ͱͰૣظ෮چΛ࣮ݱ͠ɺ૊৫ֶ͕΂Δɺͱ͍͏Ձ஋؍
    IUUQTQJYBCBZDPNJNBHFTJE

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  33. 2.ϝϯόʔͷϊ΢ϋ΢͕ࣾ಺ʹڞ༗͞Ε
    wྑ͍࠶ൃ๷ࢭࡦʹඞཁͳߟ͑ํ
    wϑΣʔϧηʔϑɺϑʔϧϓϧʔϑ
    wࣗಈݕ஌
    w΍Γ͕͕ͪͩྑ͘ͳ͍࠶ൃ๷ࢭࡦ
    wʮඞཁʹԠͯ͡ʯυΩϡϝϯτʹ௥ه
    wίʔυཧղΛਐΊΔ
    wνΣοΫ߲໨ΛݟΔश׳Λ͚ͭΔ

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  34. ద੾ͳֶͼํ͕޿͕͍ͬͯͬͨ
    IUUQTQJYBCBZDPNJNBHFTJE

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  35. ࣗ෼͸Ͳ͏͔ͩͬͨ
    ো֐ใʹର͢Δೝ͕ࣝมΘ͍ͬͯͬͨɻ͜ͷ࣌ظɺಉ༷ʹҙ͕ࣝมΘ͍ͬͯͬͨਓ͕ଟ͔ͬͨΑ͏ʹࢥ͏
    ͦ͏͔ɺ൓লจͰ͸ͳ͘
    ૊৫ֶ͕श͢ΔͨΊͷ
    ॏཁͳࢀߟࢿྉʹͳΔͷ͔

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  36. ʘ%FW0QT%FW0QTʗ

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  37. ڇඌ͞Μͱͷग़ձ͍
    ೥ɺϚΠΫϩιϑτڇඌ͞Μ͕φϏλΠϜδϟύϯࣾ಺ͷษڧձʹ֎෦ߨࢣͱͯ͠ొஃ
    wͱʹ͔͍͘͢͝ΤωϧΪʔ
    wʮ%FW0QTʯͬͯڣΜͰͨ
    w඼࣭Λ௥ٻ͢Δͱ͜Ζ͸͢Δ΂͖ɺϓϩμΫτͱؔ܎ͳ͍ͱ͜Ζ͸

    όοαϦ੾Ζ͏ɺͱ͍͏ྗڧ͍ϝοηʔδ

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  38. ڇඌ͞Μͱͷग़ձ͍
    ೥ɺϚΠΫϩιϑτڇඌ͞Μ͕φϏλΠϜδϟύϯࣾ಺ͷษڧձʹ֎෦ߨࢣͱͯ͠ొஃ
    wͱʹ͔͍͘͢͝ΤωϧΪʔ
    wʮ%FW0QTʯͬͯڣΜͰͨ
    w඼࣭Λ௥ٻ͢Δͱ͜Ζ͸͢Δ΂͖ɺϓϩμΫτͱؔ܎ͳ͍ͱ͜Ζ͸

    όοαϦ੾Ζ͏ɺͱ͍͏ྗڧ͍ϝοηʔδ

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  39. ʮԿΛݕূ͢Ε͹͍͍͔ʁશ෦ʂ։ൃͨ͠΋ͷશ෦ʂʯͳࣗ෼ʹ͸িܸͩͬͨ

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  40. ڇඌ͞Μͱͷग़ձ͍Λ͖͔͚ͬʹʮςετʯͱ͍͏΋ͷ΁ͷҙࣝ΋มΘ͍ͬͯͬͨ
    όά͕ͳ͍͜ͱΛ
    อূ͢Δ
    ։ൃऀ͕νϟϨϯδ
    Ͱ͖Δ؀ڥΛͭ͘Δ

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  41. ঃʑʹ%FW0QTͷϚΠϯυηοτ΁స׵͍ͯͬͨ͠ɻ͖ͬͱࣗ෼͚ͩ͡Όͳ͍ɻ
    wσϓϩΠͷස౓
    wมߋͷϦʔυλΠϜ
    wαʔϏε෮ݩ࣌ؒ
    wมߋো֐཰
    IUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTHDQVTJOHUIFGPVSLFZTUPNFBTVSFZPVSEFWPQTQFSGPSNBODF
    ো֐ʹ໨Λഎ͚ͣɺ͔ͦ͜Βֶͼ'PVS,FZTΛ޲্ͤ͞Δͱ͍͏ҙࣝͷժੜ͑

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  42. Πϯγσϯτڞ༗νϟϯωϧͷΧδϡΞϧԽ ೥ࠒ

    wJOGP@USPVCMF΁ͷ౤ߘ͸·ͩ৺ཧతϋʔυϧ͕ߴ͍ঢ়ଶ
    wʮ΋͔ͯ͜͠͠Εো֐͔΋ ʯΛڞ༗Ͱ͖ΔJOGP@USPVCMF@MJUF͕஀ੜ

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  43. ͜ͷͱ͖ࢥ͍ͬͯͨ͜ͱ
    ͦ͜͸JOGP@USPVCMFͰ͍͍ͷͰ͸
    ಉ͡Α͏ͳ໨తͷνϟϯωϧ͕ෳ਺
    ͋ΔͱࠞཚΛট͘ͷͰ͸ɻ
    JOGP@USPVCMF΁ͷ౤ߘͷ
    ৺ཧతϋʔυϧΛԼ͛Δɺ
    ͱ͍͏ͷ͕΍Δ΂͖͜ͱͰ͸

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  44. (P5P͞Μ Ծ໊
    ʹฉ͍ͯΈͨ
    ͳͥJOGP@USPVCMF@MJUF
    ຊ౰͸͢΂ͯ#info_troubleʹྲྀΕͯ΄͍͠ͷͰ͕͢ɺ
    νʔϜ͝ͱʹো֐ͷج४ɺԹ౓ײ͕·ͪ·ͪͳͷ΋
    ͋Γɺো֐ج४·Ͱ͍͔ͳ͍΋ͷ͸ΧδϡΞϧʹlite
    ʹྲྀͯ͠΄͍͠ͱ͍͏ϝοηʔδΛ͠·ͨ͠ɻ

    ࣮ࡍαʔϏε͔Β͢Δͱো֐Ͱ͠ΐίϨ͍ͬͯ͏ͷ
    ͕݁ߏݟ͔ͭΔͷͰૂ͍௨ΓͰ͸͋Γ·͢ɻ
    ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊

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  45. ΧδϡΞϧͳڞ༗͕࣮ݱͨ͠എܠ
    w(P5P͞Μ Ծ
    ͷૂ͍͕త֬ͩͬͨ
    w4MBDLʹεϨουػೳ͕࣮૷͞Ε࿩୊͝ͱͷަ௨੔ཧ͕͠΍͘͢ͳͬͨ
    w௕೥ͷऔΓ૊ΈͰͦ΋ͦ΋ো֐݅਺ࣗମ͕ݮ͖͍ͬͯͯͨ
    wো֐͕ൃੜ͠ͳ͍͜ͱΛفΔͷͰ͸ͳ͘ɺো֐͸ൃੜ͢ΔͱೝΊɺൃੜ͍ͯ͠
    Δ࣌ؒΛ୹͘͢Δ͜ͱʹ࿑ྗΛׂ͘΂͖ɺͱ͍͏ҙ͕ࣝժੜ͑࢝Ί͍ͯͨ

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  46. 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯάʕ(PPHMFͷ৴པੑΛࢧ͑ΔΤϯδχΞϦϯάνʔϜΦϥΠϦʔɾδϟύϯ
    lΤϥʔόδΣοτ͸ɺΛ৴པੑͷ໨
    ඪͱ͢Δ͜ͱ͸ɺجຊతʹ͍͔ͳΔ৔߹ʹ
    ΋ؒҧ͍ͬͯΔͱ͍͏ॴݟ͔Βੜͨ͡΋ͷ
    Ͱ͢ɻ
    ʙதུʙ
    43&ͷ໨ඪ͸ɺ΋͸΍ʮαʔϏεো֐Λθ
    ϩʹ͢Δ͜ͱʯͰ͸ͳ͘ͳΓ·͢ɻz

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  47. ੲͱൺ΂σϓϩΠස౓͸্͕ΓϦʔυλΠϜ͸୹ॖ͍ͯͨ͠
    wσϓϩΠͷස౓
    wมߋͷϦʔυλΠϜ
    wαʔϏε෮ݩ࣌ؒ
    wมߋো֐཰
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    ͍͍ͩͨͲͷνʔϜ΋ʮΤϦʔτҰาखલʯ·Ͱ͖͍ͯͨ

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  48. ͜ͷͱ͖ࢥ͍ͬͯͨ͜ͱ
    ੲͱൺ΂Δͱ͔ͳΓ͍͍ײ͡ʂ
    ΍ΕΔ͜ͱ͸͚ͬ͜͏΍͔ͬͨͳ

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  49. ͋ΔΧϯϑΝϨϯεͰͷ
    ӡ໋తͳग़ձ͍

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  50. 4ʮো֐͸ى͜Γ͏Δ΋ͷͰɺରॲͰ͖Δ΋ͷͩʯ࣌୅

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  51. εΫϥϜϑΣεେࡕ

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  52. "HJMF5FDI&YQPτϥοΫͰొஃ

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  53. ͋Γ͕͍ͨ͝ްҙ
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    ձࣾͷํͰট଴͍ͨ͠ํ͍·͔͢

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  54. ΞδϟΠϧݚमΛड͚ͨϝϯόʔʹࢀՃͯ͠΋Β͏͜ͱʹͨ͠

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  55. ༠ͬͨ
    ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊

    εΫϥϜϑΣεେࡕ
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    ΑΖ͚͠Ε͹ͥͻʂ

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  56. ͳͥ༠͔ͬͨ
    ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊

    wṷ͖ͭ͞Μ Ծ໊
    ͸ΞδϟΠϧݚमडߨऀ
    wडߨ͙ͯࣗ͢͠෼ͷνʔϜʹΞδϟΠϧΛಋೖͨ͠
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    ͩΖ͏ɺͱ͍͏͜ͱΛظ଴

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  57. εΫϑΣεେࡕऴྃ

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  58. εΫϥϜϑΣεେࡕͰଟ͘ΛֶΜͰ͘Εͨ
    ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊

    εΫϥϜϑΣε
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    ͷηογϣϯ͕
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  59. ṷ͖ͭ͞Μ Ծ
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    ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊

    γεςϜো֐ରԠԋशΛͨ͠࿩ IUUQTOPUFDPNOBWJUJNF@UFDIOOCGE
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  60. εΫϑΣεେࡕऴྃ
    ೔ޙ

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  61. ˞φϏΧϨφϏλΠϜδϟύϯࣾ಺Ͱ։࠵͞ΕΔษڧձ

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  62. ߦಈ͕ૣ͍

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  63. ͦͷ೔
    ɺφϏλΠϜδϟύϯ͕%J35ͱग़ձͬͨ

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  64. ͦͯ͠
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  65. ߦಈ͕ૣ͍

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  66. ͞Βʹ਺೔ޙ

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  67. ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢ΔͨΊɺ
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  68. ల։͕ૣ͍

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  69. "1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊

    ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢Δɺͱ͍͏
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    ͳͥͦΜͳεϐʔυͰ%J35ͷ࣮ࢪΛܾΊͨͷ͔ฉ͍ͯΈͨ

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  70. Ұϲ݄଍ΒͣͰ͋ͬͱ͍͏ؒʹ%J35͕޿͕͍ͬͯͬͨ

    εΫϥϜϑΣεେࡕ

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  71. %J35 ো֐ରԠԋश
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  72. %J35Λ௨ͯ͠ΑΓΑ͍ো֐ରԠͷࡏΓํ͕໛ࡧ͞Εɺվળ͞Ε͍ͯͬͨ

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  73. %J35ͱབྷΊͯʮೖ໳؂ࢹʯͷಡॻձ্ཱ͕͕ͪΔ

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  74. ʮܧଓతͳֶशͱ࣮ݧʯ͕ػೳ͍ͯ͠Δʂ
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  75. ͏·͍͍ͬͯ͘ͳ͍͜ͱΛڞ༗͠ɺֶश͢ΔϚΠϯυηοτ΁ͱస׵͍ͯͨ͠
















    ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ

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  76. ʮো֐ൃੜ࣌ͷରԠʯΛ֎෦ʹൃ৴Ͱ͖Δ͘Β͍ΦʔϓϯͳϚΠϯυʹͳͬͨ
    ো֐ൃੜ࣌ʹඃ֐Λ࠷খݶʹ͢ΔͨΊͷୈҰา IUUQTOPUFDPNOBWJUJNF@UFDIOOGBDC
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  77. ͳʹ͕૊৫Λม͑ͨͷ͔

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  78. εΫϥϜϑΣεେࡕͷӨڹ͕େ͖͔ͬͨͷ͸ؒҧ͍ͳ͍

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    "1*ج൫νʔϜ
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  79. ṷ͸೤͍͏ͪʹ৯͑ɻṷ͖ͭ͞Μͷ೤ྔ͕ਓΛಈ͔ͨ͠
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    %J35ͷಈըݟ·͠ΐ͏
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  80. ͡Ό͋ɺͳͥͦͷ೤ྔΛड͚औΔ͜ͱ͕Ͱ͖ͨͷͩΖ͏ɻ
    εΫϥϜϑΣεେࡕʹࢀՃ͍ͯͨ͠Θ͚Ͱ΋ͳ͍ͷʹɻ
    ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊

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    "1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊

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  81. "1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊

    ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢Δɺͱ͍͏
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    ࣮ࡍʹো֐ͱ޲͖߹͏લʹ༧ߦ࿅शͰ͖Δ%J35͕
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    ʮো֐͸ى͜Δ΋ͷʯʮͦΕʹਝ଎ʹରԠ͍ͨ͠ʯͱ͍͏ؾ͕࣋ͪઌʹ͋ͬͨ

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  82. ௕͍ظؒΛ͔͚ͯจԽ͕࡞ΒΕɺεΫϑΣεେࡕΛ͖͔͚ͬʹܶతͳมԽ͕ى͖ͨ
















    ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ

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  83. มԽͷ͖͔͚ͬͱͳͬͨਓ͕͍ͨɻࠜؾڧ͘จԽΛҭΜͩਓ͕͍ͨɻ

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  84. ͦͯ͠ɺڞʹมԽͨ͠ϝϯόʔ͕͍ͨͪͨɻ

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  85. มԽ͸θϩˠΠνͰ͸ͳ͍
    ʮো֐Λىͯ͜͠ਃ͠༁͋Γ·ͤΜʯͱ͍͏ϚΠϯυηοτ͔Βো֐ൃੜ࣌ͷରԠΛࣾ֎ʹެ։Ͱ͖ΔϚΠϯυηοτ
    ΁ͷస׵͸ɺҰ໷ʹͯ͠ىͬͨ͜Θ͚Ͱ͸ͳ͍

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  86. ϝοηʔδΛଧͪग़͠ɺݴ༿Ͱ఻͑Δɻ
    ࢓૊ΈΛͭ͘Γɺ໨ࢦ͢จԽʹԊͬͨߦಈΛଅ͢ɻ
















    ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ

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  87. จԽ͸άϥσʔγϣϯͷΑ͏ʹมԽ͠ɺ͖͔͚ͬΛಘͯେมֵΛى͜͢ɻ
















    ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ

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  88. ࠓ͸·ͩΤϦʔτͰ͸ͳ͍͕ɺ͖ͬͱࢲୡ͸ΤϦʔτνʔϜʹͳΕΔɻ
    wσϓϩΠͷස౓
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    wมߋো֐཰
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  89. จԽ͸ٸʹ͸มΘΒͳ͍ɻࢦ਑Λଧͪग़͠ɺͦͷ
    ࢦ਑ʹԊͬͨߦಈΛଅ͢࢓૊ΈΛͭ͘Δɻ
    ͦ͜Ͱֶशͱ࣮ݧ͕ى͜Γɺʮܧଓతͳֶशͱ࣮
    ݧʯ͕૊৫ʹࠜ෇͍͍ͯ͘ɻ

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