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

by NAVITIME JAPAN

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มߋো֐཰ΑΓ΋ʮܧଓతͳֶशͱ࣮ ݧʯΛՁ஋ͱ͢Δ ʙো֐Λʮىͬͯ͜͸ͳΒͳ͍΋ͷʯͱ͠ ͍ͯͨ૊৫͕%JSUͷ࣮ࢪʹࢸΔ·Ͱʙ גࣜձࣾφϏλΠϜδϟύϯ খాதҭੜ

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

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͸͡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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%FW0QTͭͷಓ

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wϑϩʔͷݪଇ wϑΟʔυόοΫͷݪଇ wܧଓతͳֶशͱ࣮ݧͷݪଇ

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ܧଓతͳֶश͕ϑΟʔυόοΫΛػೳͤ͞ɺϑϩʔΛΑΓΑ͍΋ͷʹ͍ͯ͘͠ ܧଓతͳֶशͱ࣮ݧ IUUQTQJYBCBZDPNJNBHFTJE

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

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

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Έͳ͞Μɺʮো֐ൃੜ཰ʯ͸ Ͳͷఔ౓Λ໨ࢦ͍ͯ͠·͔͢

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4ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ࣌୅

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೥͘Β͍લͷ౰ࣾͷঢ়گ ϕςϥϯ2.ɹ(P5P͞Μ Ծ໊ QMͱͯ͠͸ɺো֐/όά̌݅͸ෆՄೳͳͷͰͦͷதͰ ॏΈ͚ͮΛ͢΂͖ͱ͍͏ํ਑Ͱͨ͠ɻ ͔͠͠ͳ͕Βɺো֐όά̌݅Λ໨ඪͱ͍ͯ͠Δ νʔϜ͸ଟ͔ͬͨΑ͏ʹࢥ͍·͢ɻ

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

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೥ࠒͷࣗ෼ͷελϯε͕Α͘දΕ͍ͯΔεϥΠυ

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೥͘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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͔֬ʹΈΜͳँͬͯͨ ౰࣌Α͘ݟ͔͚ͨো֐ใ

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΋͠ো֐͕ى͖ͯ͠·ͬͨͳΒʢσϓϩΠͰյΕͨͳΒʣ IUUQTQJYBCBZDPNJNBHFTJE

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͙͢ʹͦΕΛڞ༗͠ɺमਖ਼͢Δ͜ͱʹશྗΛͦͦ͗ IUUQTQJYBCBZDPNJNBHFTJE

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͔ͦ͜ΒֶͼΛಘ͍ͨ IUUQTQJYBCBZDPNJNBHFTJE

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

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ʮى͖͍ͯΔʯͱใࠂͨ͘͠ͳ͍ͷͰࣄޙใࠂʹͳΔ ౰࣌Α͘ݟ͔͚ͨো֐ใ

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ͳΔ΂͘஌ΒΕͳ͍Α͏ʹͬͦ͜ΓՐফ͠Λ͍ͯͨ͠ɻ ͦͷͨΊରԠʹ͕͔͔࣌ؒΓɺֶͼ΁ͷঢ՚΋ͳ͔ͬͨ IUUQTQJYBCBZDPNJNBHFTJE

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

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(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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4ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ࣌୅

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Πϯγσϯτڞ༗νϟϯωϧͷ஀ੜ ೥ࠒ wࣄۀԣஅͰ࿈ܞ͠ͳ͕Βૉૣ͘෮چ͍ͨ͠ͱ͍͏ૂ͍͔Β஀ੜ w೥͔Βݱࡏ·Ͱ͸4MBDL্ͰӡӦ

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౰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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νϟϯωϧ։ઃͱฏߦͯ͠ɺো֐ใࠂɾ࠶ൃ๷ࢭࡦʹ͍ͭͯͷࣾ಺ษڧձ͕։࠵

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͜ͷҰจʹϋοͱͨ͠

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࣮ࡍʹىͬͨ͜ো֐͔ΒֶͿԋश΋Կ౓͔։࠵͞Εͨ

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ো֐ใࠂΛద੾ʹߦ͏͜ͱͰૣظ෮چΛ࣮ݱ͠ɺ૊৫ֶ͕΂Δɺͱ͍͏Ձ஋؍ IUUQTQJYBCBZDPNJNBHFTJE

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

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ద੾ͳֶͼํ͕޿͕͍ͬͯͬͨ IUUQTQJYBCBZDPNJNBHFTJE

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

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ͦͯ͠

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ʘ%FW0QT%FW0QTʗ

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

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ʮԿΛݕূ͢Ε͹͍͍͔ʁશ෦ʂ։ൃͨ͠΋ͷશ෦ʂʯͳࣗ෼ʹ͸িܸͩͬͨ

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

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

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

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

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

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͜ͷͱ͖ࢥ͍ͬͯͨ͜ͱ ੲͱൺ΂Δͱ͔ͳΓ͍͍ײ͡ʂ ΍ΕΔ͜ͱ͸͚ͬ͜͏΍͔ͬͨͳ

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͋ΔΧϯϑΝϨϯεͰͷ ӡ໋తͳग़ձ͍

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4ʮো֐͸ى͜Γ͏Δ΋ͷͰɺରॲͰ͖Δ΋ͷͩʯ࣌୅

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εΫϥϜϑΣεେࡕ

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"HJMF5FDI&YQPτϥοΫͰొஃ

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͋Γ͕͍ͨ͝ްҙ IUUQTOPUFDPNMMNJOBUPMMOOCE "HJMF5FDI&YQPͷΩϟϥΫλʔʮ͋͡Όͯ͘Μʯ ট଴࿮͕͋ΔͷͰ͕͢ɺ ձࣾͷํͰট଴͍ͨ͠ํ͍·͔͢

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ΞδϟΠϧݚमΛड͚ͨϝϯόʔʹࢀՃͯ͠΋Β͏͜ͱʹͨ͠

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༠ͬͨ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ εΫϥϜϑΣεେࡕ ࢀՃͯ͠Έ·ͤΜ͔ʁ ؾʹͳΓ·͢ʂ ΑΖ͚͠Ε͹ͥͻʂ

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ͳͥ༠͔ͬͨ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ wṷ͖ͭ͞Μ Ծ໊ ͸ΞδϟΠϧݚमडߨऀ wडߨ͙ͯࣗ͢͠෼ͷνʔϜʹΞδϟΠϧΛಋೖͨ͠ wεΫϥϜϑΣεେࡕʹࢀՃ͢Δ͜ͱͰଟ͘Λٵऩ͢Δ ͩΖ͏ɺͱ͍͏͜ͱΛظ଴

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εΫϑΣεେࡕऴྃ

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εΫϥϜϑΣεେࡕͰଟ͘ΛֶΜͰ͘Εͨ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ εΫϥϜϑΣε ͍Ζ͍ΖษڧʹͳΓ·ͨ͠ τϥϒϧରԠ܇࿅ %J35 ͷηογϣϯ͕ ͘͢͝Α͔ͬͨͰ͢

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ṷ͖ͭ͞Μ Ծ ͸඼࣭Λେ੾ʹ͍ͯ͠ΔΤϯδχΞɾϚωʔδϟʔ ΋ͱ΋ͱγεςϜো֐ରԠԋशΛ࣮ࢪ͓ͯ͠Γɺ%J35ͷηογϣϯʹڧ͘ڞײͨ͠໛༷ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ γεςϜো֐ରԠԋशΛͨ͠࿩ IUUQTOPUFDPNOBWJUJNF@UFDIOOCGE ΑΓ

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εΫϑΣεେࡕऴྃ ೔ޙ

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˞φϏΧϨφϏλΠϜδϟύϯࣾ಺Ͱ։࠵͞ΕΔษڧձ

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ߦಈ͕ૣ͍

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ͦͷ೔ ɺφϏλΠϜδϟύϯ͕%J35ͱग़ձͬͨ

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ͦͯ͠ ʮԶͨͪͷ%J35ʯࣾ಺্өձ ࣮ࢪ௚ޙ ౰೔

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ߦಈ͕ૣ͍

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͞Βʹ਺೔ޙ

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ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢ΔͨΊɺ ؔ࿈͢ΔશͯͷνʔϜͱ߹ಉ%J35Λ࣮ࢪ͠·͢ "1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊

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ల։͕ૣ͍

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"1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊ ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢Δɺͱ͍͏ ໨ࢦ͕࢟͢ઌʹ͋Γ·ͨ͠ɻ ࣮ࡍʹো֐ͱ޲͖߹͏લʹ༧ߦ࿅शͰ͖Δ%J35͕ ໨ࢦ͢ͱ͜Ζͱ͘͢͝Ϛονͯͦ͠͏ͳͷͰ ,3ͱͯ͠࠾༻͠·ͨ͠ɻ ͳͥͦΜͳεϐʔυͰ%J35ͷ࣮ࢪΛܾΊͨͷ͔ฉ͍ͯΈͨ

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Ұϲ݄଍ΒͣͰ͋ͬͱ͍͏ؒʹ%J35͕޿͕͍ͬͯͬͨ εΫϥϜϑΣεେࡕ φϏλΠϜδϟύϯͰ ʮ%J35ʙʯ ࢹௌձ φϏλΠϜδϟύϯͰ ॳͷ%J35࣮ࢪ ࠒ "1*ج൫νʔϜ %J35࣮ࢪΛ໨ඪԽ

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%J35 ো֐ରԠԋश Λ܁Γฦͯ͠෼͔ͬͨͭͷ͜ͱ IUUQTOPUFDPNOBWJUJNF@UFDIOOBCE ΑΓ "1*։ൃνʔϜ͸ண࣮ʹ%J35Λ࣮ࢪ͍͖ͯ͠ޮՌΛग़͍ͯͨ͠ ܁Γฦ͠ͷޮՌ ਺Λ͜ͳ͢͜ͱͰɺܦݧͷઙ͍ϝϯόʔ΋ ো֐ରԠʹ׳Ε͍ͯͬͨ ͲΜͳো֐͕ى͖ͨͱ͖Ͱ΋ରԠͷྲྀΕ͸͍͍ͩͨҰ ॹͩɺͱ͍͏͜ͱʹ%J35Λ௨ͯ͠ؾ͍ͮͨ ճ໨·Ͱͷ%J35ͷ࣮ࢪ಺༰ධՁ "1*։ൃνʔϜͷҐஔ෇͚

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%J35Λ௨ͯ͠ΑΓΑ͍ো֐ରԠͷࡏΓํ͕໛ࡧ͞Εɺվળ͞Ε͍ͯͬͨ

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͞Βʹ

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%J35ͱབྷΊͯʮೖ໳؂ࢹʯͷಡॻձ্ཱ͕͕ͪΔ

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ʮܧଓతͳֶशͱ࣮ݧʯ͕ػೳ͍ͯ͠Δʂ ܧଓతͳֶशͱ࣮ݧ IUUQTQJYBCBZDPNJNBHFTJE

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͏·͍͍ͬͯ͘ͳ͍͜ͱΛڞ༗͠ɺֶश͢ΔϚΠϯυηοτ΁ͱస׵͍ͯͨ͠ ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ

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ʮো֐ൃੜ࣌ͷରԠʯΛ֎෦ʹൃ৴Ͱ͖Δ͘Β͍ΦʔϓϯͳϚΠϯυʹͳͬͨ ো֐ൃੜ࣌ʹඃ֐Λ࠷খݶʹ͢ΔͨΊͷୈҰา IUUQTOPUFDPNOBWJUJNF@UFDIOOGBDC ΑΓ

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ͳʹ͕૊৫Λม͑ͨͷ͔

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εΫϥϜϑΣεେࡕͷӨڹ͕େ͖͔ͬͨͷ͸ؒҧ͍ͳ͍ εΫϥϜϑΣεେࡕ φϏλΠϜδϟύϯͰ ʮ%J35ʙʯ ࢹௌձ φϏλΠϜδϟύϯͰ ॳͷ%J35࣮ࢪ ࠒ "1*ج൫νʔϜ %J35࣮ࢪΛ໨ඪԽ

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ṷ͸೤͍͏ͪʹ৯͑ɻṷ͖ͭ͞Μͷ೤ྔ͕ਓΛಈ͔ͨ͠ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ %J35ͷಈըݟ·͠ΐ͏ %J35΍ͬͯΈ·͠ΐ͏

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͡Ό͋ɺͳͥͦͷ೤ྔΛड͚औΔ͜ͱ͕Ͱ͖ͨͷͩΖ͏ɻ εΫϥϜϑΣεେࡕʹࢀՃ͍ͯͨ͠Θ͚Ͱ΋ͳ͍ͷʹɻ ΞδϟΠϧݚमडߨऀṷ͖ͭ͞Μ Ծ໊ %J35ͷಈըݟ·͠ΐ͏ %J35΍ͬͯΈ·͠ΐ͏ ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢ΔͨΊɺ ؔ࿈͢ΔશͯͷνʔϜͱ߹ಉ%J35Λ࣮ࢪ͠·͢ "1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊

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"1*ج൫νʔϜͷϚωʔδϟʔ࡫ஂࢠ͞Μ Ծ໊ ো֐ͷૣظݕ஌ɾਝ଎ͳ෮چΛՄೳʹ͢Δɺͱ͍͏ ໨ࢦ͕࢟͢ઌʹ͋Γ·ͨ͠ɻ ࣮ࡍʹো֐ͱ޲͖߹͏લʹ༧ߦ࿅शͰ͖Δ%J35͕ ໨ࢦ͢ͱ͜Ζͱ͘͢͝Ϛονͯͦ͠͏ͳͷͰ ,3ͱͯ͠࠾༻͠·ͨ͠ɻ ʮো֐͸ى͜Δ΋ͷʯʮͦΕʹਝ଎ʹରԠ͍ͨ͠ʯͱ͍͏ؾ͕࣋ͪઌʹ͋ͬͨ

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௕͍ظؒΛ͔͚ͯจԽ͕࡞ΒΕɺεΫϑΣεେࡕΛ͖͔͚ͬʹܶతͳมԽ͕ى͖ͨ ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ ো ֐ ͸ ى ͖ Δ ΋ ͷ ͩ ͱ ͍ ͏ ϝ η δ ͷ ଧ ͪ ग़ ͠ ো ֐ ڞ ༗ ν ϯ ω ϧ ஀ ੜ ࣾ ಺ ษ ڧ ձ Ͱ ͷ ܒ ໤ ো ֐ ڞ ༗ ν ϯ ω ϧ ܰ ྔ ൛ ஀ ੜ ε Ϋ ϑ ε େ ࡕ %J35 ಋ ೖ ڇ ඌ ͞ Μ φ Ϗ λ Π Ϝ ʹ དྷ ͨ Δ 43& ͷ ֓ ೦ ͕ ਁ ಁ %J35 ಈ ը ࢹ ௌ ձ

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มԽͷ͖͔͚ͬͱͳͬͨਓ͕͍ͨɻࠜؾڧ͘จԽΛҭΜͩਓ͕͍ͨɻ

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ͦͯ͠ɺڞʹมԽͨ͠ϝϯόʔ͕͍ͨͪͨɻ

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

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ϝοηʔδΛଧͪग़͠ɺݴ༿Ͱ఻͑Δɻ ࢓૊ΈΛͭ͘Γɺ໨ࢦ͢จԽʹԊͬͨߦಈΛଅ͢ɻ ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ ো ֐ ͸ ى ͖ Δ ΋ ͷ ͩ ͱ ͍ ͏ ϝ η δ ͷ ଧ ͪ ग़ ͠ ো ֐ ڞ ༗ ν ϯ ω ϧ ஀ ੜ ࣾ ಺ ษ ڧ ձ Ͱ ͷ ܒ ໤ ো ֐ ڞ ༗ ν ϯ ω ϧ ܰ ྔ ൛ ஀ ੜ ε Ϋ ϑ ε େ ࡕ %J35 ಋ ೖ ڇ ඌ ͞ Μ φ Ϗ λ Π Ϝ ʹ དྷ ͨ Δ 43& ͷ ֓ ೦ ͕ ਁ ಁ %J35 ಈ ը ࢹ ௌ ձ

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จԽ͸άϥσʔγϣϯͷΑ͏ʹมԽ͠ɺ͖͔͚ͬΛಘͯେมֵΛى͜͢ɻ ʮো֐͸ى͖ͯ͸ͳΒͳ͍΋ͷͩʯ ʮো֐͸ى͜Γ͏Δ΋ͷͩʯ ʮରॲͰ͖Δ΋ͷͩʯ ো ֐ ͸ ى ͖ Δ ΋ ͷ ͩ ͱ ͍ ͏ ϝ η δ ͷ ଧ ͪ ग़ ͠ ো ֐ ڞ ༗ ν ϯ ω ϧ ஀ ੜ ࣾ ಺ ษ ڧ ձ Ͱ ͷ ܒ ໤ ো ֐ ڞ ༗ ν ϯ ω ϧ ܰ ྔ ൛ ஀ ੜ ε Ϋ ϑ ε େ ࡕ %J35 ಋ ೖ ڇ ඌ ͞ Μ φ Ϗ λ Π Ϝ ʹ དྷ ͨ Δ 43& ͷ ֓ ೦ ͕ ਁ ಁ %J35 ಈ ը ࢹ ௌ ձ

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ࠓ͸·ͩΤϦʔτͰ͸ͳ͍͕ɺ͖ͬͱࢲୡ͸ΤϦʔτνʔϜʹͳΕΔɻ wσϓϩΠͷස౓ wมߋͷϦʔυλΠϜ wαʔϏε෮ݩ࣌ؒ wมߋো֐཰ IUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTHDQVTJOHUIFGPVSLFZTUPNFBTVSFZPVSEFWPQTQFSGPSNBODF

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จԽ͸ٸʹ͸มΘΒͳ͍ɻࢦ਑Λଧͪग़͠ɺͦͷ ࢦ਑ʹԊͬͨߦಈΛଅ͢࢓૊ΈΛͭ͘Δɻ ͦ͜Ͱֶशͱ࣮ݧ͕ى͜Γɺʮܧଓతͳֶशͱ࣮ ݧʯ͕૊৫ʹࠜ෇͍͍ͯ͘ɻ

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