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事業価値と エンジニアリング

事業価値と エンジニアリング

2020年度リクルート新人ブートキャンプ エンジニアコースの講義資料です

Recruit Technologies

August 21, 2020
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  1. ࣄۀՁ஋ͱ
    ΤϯδχΞϦϯά
    ࠇాɹथ

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  2. ॻ੶΍ΠϯλʔωοτͰ౸ୡՄೳͳ৘ใʹ͍ͭͯ͸͋·Γݴٴ͠·ͤΜɻ
    ͭ·ΓɺΞδϟΠϧͱ͔΢ΥʔλʔϑΥʔϧͱ͔ͦ͏͍͏࿩͸͠·ͤΜɻ
    ࠓޙͷΤϯδχΞਓੜʹ͓͍ͯHOWʹৼΓճ͞Εͳ͍Α͏ʹɺ
    ͦͷલஈʹ͋Δେ੾ͳߟ͑ํʹ͍ͭͯͷߨٛʹͳΓ·͢ɻ

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  3. ࣄۀߏ଄ͷཧղ

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  4. طଘࣄۀʹ͓͚ΔϏδωεߏ଄ͷཧղ

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  5. https://recruit-holdings.co.jp/what/segment/media-and-solutions/

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  6. https://recruit-holdings.co.jp/what/segment/media-and-solutions/marketing-solutions-bridal.html

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  7. https://recruit-holdings.co.jp/what/segment/media-and-solutions/marketing-solutions-travel.html

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  8. https://recruit-holdings.co.jp/what/segment/media-and-solutions/marketing-solutions-dining.html

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  9. https://recruit-holdings.co.jp/what/segment/media-and-solutions/marketing-solutions-beauty.html

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  10. https://recruit-holdings.co.jp/what/segment/media-and-solutions/hr-solutions-japan.html

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  11. ΫϥΠΞϯτ
    ༷޲͚ը໘
    ΞϧόΠτઌΛ
    ୳͍ͯ͠Δਓ
    ΞϧόΠτΛ
    ืू͍ͯ͠Δاۀ
    طଘࣄۀʹ͓͚ΔϏδωεߏ଄ͷཧղ

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  12. ΫϥΠΞϯτ
    ༷޲͚ը໘
    ঎඼։ൃ
    αΠτվળ αΠτվળ
    ٻਓ৘ใʹର͢ΔίϯόʔδϣϯϨʔτͷ޲্
    6*69ͷܧଓతվળʢԾઆݕূܕʣ
    ٻਓ৘ใͷग़ߘ࿮ͷ௥Ճ
    ܝࡌظؒɺܝࡌܗࣜ౳ͷ঎඼ʹؔ͢Δ։ൃ
    ʢӦۀ޿ใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ
    طଘࣄۀʹ͓͚ΔϏδωεߏ଄ͷཧղ

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  13. ࣄۀߏ଄ͱΤϯδχΞϦϯά

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  14. ΫϥΠΞϯτ
    ༷޲͚ը໘
    ঎඼։ൃ
    αΠτվળ αΠτվળ
    ٻਓ৘ใʹର͢ΔίϯόʔδϣϯϨʔτͷ޲্
    6*69ͷܧଓతվળʢԾઆݕূܕʣ
    ٻਓ৘ใͷग़ߘ࿮ͷ௥Ճ
    ܝࡌظؒɺܝࡌܗࣜ౳ͷ঎඼ʹؔ͢Δ։ൃ
    ʢӦۀ޿ใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ
    طଘࣄۀʹ͓͚ΔϏδωεߏ଄ͷཧղ

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  15. 4P3
    #JNPEBM*5 .PEF .PEF
    ਖ਼໊ࣜশ 4ZTUFNPG3FDPSE 4P3
    4ZTUFNPG&OHBHFNFOU 4P&

    దਖ਼
    جװܥɾצఆܥɺ
    ϛογϣϯΫϦςΟΧϧͳػೳɾγεςϜ
    ܾࡁγεςϜɺސ٬؅ཧ౳

    ਖ਼ղ͕ແ͍தɺॊೈʹมԽΛ͠ͳ͕Β૸Γଓ͚Δඞཁ͕͋Δػ
    ೳɾαʔϏε
    εϚϗΞϓϦɺ΢ΣϒαʔϏεͷϑϩϯτ

    ໨త
    ৴པੑɺ҆ఆੑ
    ఆΊͨ࢓༷ʹैͬͯ҆ఆੑ΍඼࣭Λ୲อ͠ͳ͕Β։ൃͯ͠
    ͍͘ඞཁ͕͋Δ
    ढ़හੑɺ଎౓
    ϑΟʔυόοΫʹج͍ͮͯ଎΍͔ʹվળΛՃ͑ɺසൟʹϦϦʔ
    ε͢Δ
    Ձ஋ɾධՁ අ༻ରޮՌɺίετ ച্ɺϒϥϯυɺ69
    Ξϓϩʔν ΢ΥʔλʔϑΥʔϧɺ7NPEFMɺॏྔ**% ΞδϟΠϧɺϦʔϯɺΧϯόϯɺܰྔ**%
    ௐୡ
    ΤϯλʔϓϥΠζαϓϥΠϠʔɺ
    ௕ظతͳऔҾ খ͍͞ɺ৽͍͠ϕϯμʔɺ୹ظؒͷऔҾ
    ϝϯόదਖ਼ ैདྷͷϓϩηεɺϓϩδΣΫτ͕ಘҙ ৽ͯ͘͠ෆ࣮֬ͳϓϩδΣΫτ͕ಘҙ
    ૊৫จԽ ։ൃ෦໳ɾܭըܕ Ϗδωεˍ։ൃࠞࡏɾ୳ࡧܕ
    αΠΫϧλΠϜ ਺ϲ݄ ਺೔ɺ਺िؒ
    4P&
    ܭըܕ
    γοΧϦΧονϦ
    ୳ࡧܕ
    ଎͞ɺॊೈ͞

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  16. ΫϥΠΞϯτ
    ༷޲͚ը໘
    ঎඼։ൃ
    αΠτվળ αΠτվળ
    ٻਓ৘ใʹର͢ΔίϯόʔδϣϯϨʔτͷ޲্
    6*69ͷܧଓతվળʢԾઆݕূܕʣ
    ٻਓ৘ใͷग़ߘ࿮ͷ௥Ճ
    ܝࡌظؒɺܝࡌܗࣜ౳ͷ঎඼ʹؔ͢Δ։ൃ
    ʢӦۀ޿ใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ
    4P3
    4P& 4P&

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  17. ΫϥΠΞϯτ
    ༷޲͚ը໘
    ঎඼։ൃ
    αΠτվળ αΠτվળ
    ٻਓ৘ใʹର͢ΔίϯόʔδϣϯϨʔτͷ޲্
    6*69ͷܧଓతվળʢԾઆݕূܕʣ
    ٻਓ৘ใͷग़޲࿮ͷ௥Ճ
    ܝࡌظؒɺܝࡌܗࣜ౳ͷ঎඼ʹؔ͢Δ։ൃ
    ʢӦۀ޿ใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ
    4P3
    4P& 4P&
    ͔ͬ͠Γ͔ͬͪΓ
    ܭըతʹ։ൃΛճ͢
    ॊೈʹԾઆݕূ
    Λճ͢

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  18. ΤϯδχΞϦϯάʹΑΔ
    ࣄۀՁ஋ͷ࠷େԽʹ޲͚ͯ

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  19. ݕࡧ৚݅
    ೖྗը໘
    ݕࡧ݁Ռ
    Ұཡը໘
    ৄࡉը໘ Ԡืը໘
    ޱίϛ
    4&0
    4&.
    &5$
    αʔϏε
    τοϓ
    ը໘
    JG JTԠื
    \
    ^
    ޱίϛ
    4&0
    4&.
    &5$
    ܝࡌ࿮
    ٻਓ৘ใ
    Ԡื
    ར༻ऀ ΫϥΠΞϯτ
    $73վળ
    λ΢ϯϫʔΫʹ͓͚Δ6*69Ծઆݕূ
    ྲྀೖ਺
    ࣄۀՁ஋
    ࣄۀՁ஋
    ܝࡌྉ

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  20. ػೳ΍UI/UX͸ࣄۀՁ஋(ΞΫγϣϯ਺ɺetc)Ͱ͸ͳ͍ɻࣄۀՁ஋Λ͏Έͩ͢૷ஔͰ͋Δɻ
    ͭ·ΓɺϦϦʔε͢Δ·Ͱ͸Կ΋Ձ஋Λ͏Έͩ͞ͳ͍ɻ࢖ΘΕΔ͜ͱͰࣄۀՁ஋ʹม׵͞Ε͍ͯ͘ɻ
    ͦͷͨΊɺϦϦʔεޙʹ҆ఆతʹࣄۀՁ஋Λ͏Έ͚ͩͭͮ͠Δ͜ͱ͕େࣄɻ
    ※ϦϦʔεຖʹ࣮֬ʹՁ஋͕ੵΈ্͕ΔΘ͚Ͱ͸ͳ͍͕ɺઆ໌Λγϯϓϧʹ͢ΔͨΊʹҎԼͷΑ͏ʹදݱ͍ͯ͠Δɻ
    Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ࣌ؒ

    View Slide

  21. ػೳ΍UI/UX͸ࣄۀՁ஋(ΞΫγϣϯ਺ɺetc)Ͱ͸ͳ͍ɻࣄۀՁ஋Λ͏Έͩ͢૷ஔͰ͋Δɻ
    ͭ·ΓɺϦϦʔε͢Δ·Ͱ͸Կ΋Ձ஋Λ͏Έͩ͞ͳ͍ɻ࢖ΘΕΔ͜ͱͰࣄۀՁ஋ʹม׵͞Ε͍ͯ͘ɻ
    ͦͷͨΊɺϦϦʔεޙʹ҆ఆతʹࣄۀՁ஋Λ͏Έ͚ͩͭͮ͠Δ͜ͱ͕େࣄɻ
    ※ϦϦʔεຖʹ࣮֬ʹՁ஋͕ੵΈ্͕ΔΘ͚Ͱ͸ͳ͍͕ɺઆ໌Λγϯϓϧʹ͢ΔͨΊʹҎԼͷΑ͏ʹදݱ͍ͯ͠Δɻ
    Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ࣌ؒ
    ͳͷͰɺάϥϑͷ໘ੵΛ࠷େԽ͢Δ͜ͱ͕ࣄۀߩݙ͍ͯ͠Δঢ়ଶΛ͢͞ɻ
    ੨͍ଠઢΑΓ΋੺͍ଠઢͷ΄͏͕ϦΫϧʔτ΁ͷࣄۀߩݙ౓͕ߴ͍ɻ

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  22. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ͜ͷࣄۀՁ஋Λ͏Έͩ͢૷ஔͷੑೳΛ্͛ΔͨΊʢੵ෼஋Λ࠷େԽʣʹग़དྷΔ͜ͱ͸جຊతʹ͸ҎԼɻ
    ᶃՁ஋͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ୹͘͢Δɻᶄੜ·ΕΔՁ஋Λ্͛Δɻʢ։ൃʣ
    ᶅো֐౳ͰՁ஋Λ͏Ίͳ͘ͳ͍ͬͯΔ෦෼ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷ๷ࢭɻʢ҆ఆՔಇʣ
    ᶄޮՌΛ্͛Δ
    ᶃ଎͘͢Δ
    ᶅՁ஋Λ͏Ίͳ
    ͘ͳ͍ͬͯΔ෦
    ෼ͷ࠷খԽ
    ᶆະདྷͷՁ஋ᆝଛ
    ͷ๷ࢭ


    ࣌ؒ

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  23. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯεᶃ
    Τϯϋϯεᶄ
    Τϯϋϯεᶅ
    Τϯϋϯεᶆ
    ٕज़తෛ࠴ͱ͸Կ͔ɻࣄۀՁ஋Λ͏Έͩ͢·ͰͷϦʔυλΠϜͱ͍͏ଆ໘͔ΒΈΔͱҎԼͷཧղɻ
    جຊతʹٕज़తෛ࠴͸࠶ͼෛ࠴͕ຒΊࠐ·Εͨίʔυʹདྷͨͱ͖ʢมߋɺௐࠪɺetcʣʹඞཁҎ্ͷ޻਺ɺ
    ݴ͍׵͑ΔͱϦʔυλΠϜΛѱԽͤ͞Δ΋ͷͰ͋Δɻྫ͑͹ɺҎԼͷΤϯϋϯεᶃʹͯHoge.method()ʹ
    ຒΊࠐΜͰ͠·ٕͬͨज़తෛ࠴͸ɺΤϯϋϯεᶅʹͯΤϯϋϯεظؒΛѱԽͤ͞Δ࡞༻͕͋Δɻ
    ϦϑΝΫλϦϯά͸͜ΕΛআڈ͢ΔߦҝͰ͋ΓɺϦʔυλΠϜվળʹد༩͢Δ৔߹΋͋Δɻ
    ࣌ؒ
    Hoge.method()
    Hoge.method()
    ಉ͡ن໛ײͷΤϯϋϯεͰ͋ͬͨʹ͠Ζɺ
    Τϯϋϯεᶅ͸ΑΓ࡞ۀ͕ൃੜͯ͠͠·͏

    View Slide

  24. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯεᶃ
    Τϯϋϯεᶄ
    Τϯϋϯεᶆ
    ٕज़తෛ࠴ͱ͸Կ͔ɻ৽ͨʹ৽঎඼Λ࣮૷͢Δ৔߹ʹɺ֤छαϒγεςϜؒʹ͓͚Δσʔλ࿈ܞͷͨΊͷ
    όονΛ࡞Δ͜ͱ͕ଟ͍ɻ͔͠͠ͳ͕Β૬ޓʹґଘ͢Δόονੑೳ͕ѱ͍ίʔυ͕ࣄલʹຒΊࠐ·Εͬͯ
    ͠·ͬͨ৔߹ɺ੍ݶ࣌ؒ಺ʢೖߘ͔Βཌேͷܝࡌ·Ͱͷ༛༧࣌ؒʣʹॲཧ͕ऴΘΒͤΔ͜ͱ͕ग़དྷͣɺ
    ৽঎඼Λ௥Ճग़དྷͳ͍৔߹͕͋Δɻ݁Ռͱͯ͠ࣄۀՁ஋Λ͜ΕҎ্ੵΈ্͛Δ͜ͱ͕ग़དྷͳ੍͍໿ʹͳΔɻ
    ࣌ؒ
    Ϧιʔε৯͍ਚ͘͢όον͕࢓ࠐ·ΕΔ
    Τϯϋϯεᶅ
    ࣄۀՁ஋ΛੵΈ্͛ΒΕͳ͍

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  25. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    DevOpsͱ͸Կ͔ɻDevOps͸ߴ඼࣭ΛอͪͭͭɺγεςϜʹมߋΛίϛοτ͔ͯ͠Βɺͦͷมߋ͕
    ຊ൪γεςϜʹ૊Έࠐ·ΕΔ·Ͱͷ࣌ؒΛ୹ॖ͢Δ͜ͱΛ໨తͱͨ͠Ұ࿈ͷ࣮ફͰ͋Δɻ
    CI/CD౳ͷ׆༻ɺ؂ࢹʹΑΔૣظݕ஌ɺΠϯϑϥίʔυԽɺetcɺϑΟʔυόοΫϧʔϓΛߴ଎Ͱճ͢͜ͱͰͷ
    ίϯηϓτ͕ࣄۀՁ஋ʹͳΔ·ͰͷϦʔυλΠϜͷ୹ॖʹد༩͢Δ׆ಈͦͷ΋ͷͰ͋Δɻ
    ࣌ؒ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ᶃFrom concept To CashͷϦʔυλΠϜ࡟ݮ
    ᶅো֐ͷૣظݕ஌

    View Slide

  26. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    ΞδϟΠϧͱ͸Կ͔ɻࣄۀՁ஋ͷ࣠ͰݟΔͱɺখ͘͞Ձ஋ΛੵΈ্͍͛ͯ͘։ൃࢥ૝ɻখ͞ͳϩοτͷ։ൃ
    Λ܁Γฦ͠ҰఆͷϖʔεͰߦ͍ɺҰఆͷϖʔεͰϦϦʔε͍ͯ͘͜͠ͱͰϑΟʔυόοΫϧʔϓΛߴ଎ʹճ͢
    ͻͱͭͷߟ͑ํɻૣظʹࣦഊͰ͖ΔͨΊʹɺख໭ΓίετΛ࠷খԽ͍ͯ͠Δɻޙड़͢Δϑϩʔޮ཰ʹಛԽͯ͠
    ͍ΔɻΑ͘΢ΥʔλʔϑΥʔϧͱఢରؔ܎Ͱड़΂ΒΕΔ͜ͱ͕ଟ͍͕ɺຊ࣭తʹ͸ɺHow Little OR How Much
    ͲͪΒͷ΍Γํ͕ࣄۀεϧʔϓοτΛ্͛ΒΕΔ͔Ͱ͔͠ͳ͍ͷͰɺޮ཰ͷΑ͍Α͏ʹ΍Ε͹Α͍ͱࢥ͏ɻ
    ࣌ؒ
    Τϯϋϯε
    Τϯϋϯε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε

    View Slide

  27. ΤϯδχΞϦϯάʹΑΔ
    ࣄۀՁ஋ͷ࠷େԽʹ޲͚ͯ
    ৽نࣄۀͷ৔߹

    View Slide

  28. ࢀೖࢢ৔ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍
    ৽نࢢ৔ ΦʔιυοΫεͳ
    ސ٬։ൃ
    ࡞Δ΋ͷ͕Θ͔Βͳ
    ͍
    ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    طଘࢢ৔ ڝ߹ͱઓ͏
    ɾϑΥϩϫʔઓུ
    ɾಉ࣭Խઓུ
    ࡞Δ΋ͷ͕໌֬
    ౰ͨΓલ඼࣭ͷظ଴
    ஋ߴ͍
    ڝ߹Ͱ࣮ূ͞Εͨػ
    ೳͷ࣮૷
    ੑೳڝ૪ʹͳΔ
    ͨΊɺܦӦࢿݯ
    ͷ౤Լྔউෛʹ
    ͳΔ
    ʢܦӦͷίϛο
    τେࣄʣ
    ڝ߹ྼҐղফͷ
    ͨΊͷػೳ։ൃ
    ΛܭըతʹͳΓ
    ΍͍͢
    ߴ඼࣭
    ߴػೳ
    ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍Ͱɺ͍͖ͬ
    ʹશ෦੝ΓΛ࡞ͬͨ
    ΄͏͕ޮ཰͕ྑ͍
    طଘࢢ৔ ڝ߹ͱઓΘͳ͍
    ࢢ৔ͷ࠶ηάϝϯτԽ
    ɾχονԽ(ྫ:αΧθϯ)
    ɾ௿ίετԽ(ྫ:LCC)
    ͔Βͷސ٬։ൃ
    ࡞Δ΋ͷ͕͏ͬ͢Β
    Έ͍͑ͯΔ
    ڝ૪ͳ͠
    ڝ૪͋ͬͯ΋উ
    ऀ͸͍ͳ͍
    ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    Ϋϩʔϯ
    ࢢ৔
    ίϐʔΩϟοτ ࡞Δ΋ͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍
    ৽نࢀೖࢢ৔ʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ

    View Slide

  29. ࢀೖࢢ৔ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍
    ৽نࢢ৔ ΦʔιυοΫεͳ
    ސ٬։ൃ
    ࡞Δ΋ͷ͕Θ͔Βͳ
    ͍
    ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    طଘࢢ৔ ڝ߹ͱઓ͏
    ɾϑΥϩϫʔઓུ
    ɾಉ࣭Խઓུ
    ࡞Δ΋ͷ͕໌֬
    ౰ͨΓલ඼࣭ͷظ଴
    ஋ߴ͍
    ڝ߹Ͱ࣮ূ͞Εͨػ
    ೳͷ࣮૷
    ੑೳڝ૪ʹͳΔ
    ͨΊɺܦӦࢿݯ
    ͷ౤Լྔউෛʹ
    ͳΔ
    ʢܦӦͷίϛο
    τେࣄʣ
    ڝ߹ྼҐղফͷ
    ͨΊͷػೳ։ൃ
    ΛܭըతʹͳΓ
    ΍͍͢
    ߴ඼࣭
    ߴػೳ
    ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍Ͱɺ͍͖ͬ
    ʹશ෦੝ΓΛ࡞ͬͨ
    ΄͏͕ޮ཰͕ྑ͍
    طଘࢢ৔ ڝ߹ͱઓΘͳ͍
    ࢢ৔ͷ࠶ηάϝϯτԽ
    ɾχονԽ(ྫ:αΧθϯ)
    ɾ௿ίετԽ(ྫ:LCC)
    ͔Βͷސ٬։ൃ
    ࡞Δ΋ͷ͕͏ͬ͢Β
    Έ͍͑ͯΔ
    ڝ૪ͳ͠
    ڝ૪͋ͬͯ΋উ
    ऀ͸͍ͳ͍
    ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    Ϋϩʔϯ
    ࢢ৔
    ίϐʔΩϟοτ ࡞Δ΋ͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍
    େ͖ͳاۀ͸͜ͷઓ͍ํ͕ଟ͍
    ৽نࢀೖࢢ৔ʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ

    View Slide

  30. ࢀೖࢢ৔ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍
    ৽نࢢ৔ ΦʔιυοΫεͳ
    ސ٬։ൃ
    ࡞Δ΋ͷ͕Θ͔Βͳ
    ͍
    ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    طଘࢢ৔ ڝ߹ͱઓ͏
    ɾϑΥϩϫʔઓུ
    ɾಉ࣭Խઓུ
    ࡞Δ΋ͷ͕໌֬
    ౰ͨΓલ඼࣭ͷظ଴
    ஋ߴ͍
    ڝ߹Ͱ࣮ূ͞Εͨػ
    ೳͷ࣮૷
    ੑೳڝ૪ʹͳΔ
    ͨΊɺܦӦࢿݯ
    ͷ౤Լྔউෛʹ
    ͳΔ
    ʢܦӦͷίϛο
    τେࣄʣ
    ڝ߹ྼҐղফͷ
    ͨΊͷػೳ։ൃ
    ΛܭըతʹͳΓ
    ΍͍͢
    ߴ඼࣭
    ߴػೳ
    ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍Ͱɺ͍͖ͬ
    ʹશ෦੝ΓΛ࡞ͬͨ
    ΄͏͕ޮ཰͕ྑ͍
    طଘࢢ৔ ڝ߹ͱઓΘͳ͍
    ࢢ৔ͷ࠶ηάϝϯτԽ
    ɾχονԽ(ྫ:αΧθϯ)
    ɾ௿ίετԽ(ྫ:LCC)
    ͔Βͷސ٬։ൃ
    ࡞Δ΋ͷ͕͏ͬ͢Β
    Έ͍͑ͯΔ
    ڝ૪ͳ͠
    ڝ૪͋ͬͯ΋উ
    ऀ͸͍ͳ͍
    ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։
    ൃମ੍
    Ϋϩʔϯ
    ࢢ৔
    ίϐʔΩϟοτ ࡞Δ΋ͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠
    ։ൃମ੍
    େ͖ͳاۀ͸͜ͷઓ͍ํ͕ଟ͍
    1ݸͣͭVࣈϞσϧ։ൃ
    ෳ਺·ͱΊͯVࣈϞσϧ։ൃ
    1ݸͣͭVࣈϞσϧ։ൃ
    ෳ਺·ͱΊͯVࣈϞσϧ։ൃ
    ৽نࢀೖࢢ৔ʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ

    View Slide

  31. طଘࢢ৔ʹ͓͍ͯಉ࣭ԽઓུͰઌߦऀ͕੾Γ։͍ͨࢢ৔ΛృΓସ͑ʹߦ͘ύλʔϯ͸ҎԼͷ։ൃελΠϧʹ
    ͳΔ͜ͱ͕ଟ͍ɻ͢Ͱʹग़དྷ্͕ͬͨࢢ৔Ͱ͋Δ͜ͱ͔Βސ٬ʹड͚ೖΕΒΕΔϕʔεͷཁ͕݅ߴ͍ɻ
    ͜Ε͸ػೳͰ͋ͬͨΓ඼࣭Ͱ͋ͬͨΓࢢ৔ʹΑΓ༷ʑͰ͸͋ΔɻͦͷͨΊɺޙ௥͍Ͱࢢ৔ࢀೖ͢ΔͨΊɺ
    ઌߦऀʹҰؾʹ௥͍ͭ͘ඞཁ͕͋Δɻಉ࣭Խͨ͠ࡍʹ͸ɺ௿Ձ֨Խ౳ͷੑೳڝ૪ʹͳΔɻ
    Ϋϩʔϯࢢ৔ʹ߈ΊΔࡍ΋ɺ΄΅ಉ͡าΈʹͳΔɻ
    Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ࣌ؒ
    ॳظ։ൃ͕େ͖ΊͳϓϩδΣΫτ։ൃ
    ʢࢢ৔ઌߦऀʹΑΓػೳཁ͕݅໌֬Ͱ͋ΔͨΊʣ
    ࢢ৔͕ड͚ೖΕͯ͘ΕΔ
    ౰ͨΓલϨϕϧͷՁ஋

    View Slide

  32. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    ࣌ؒ
    Τϯϋϯε
    Τϯϋϯε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ৽نࢢ৔΍طଘࢢ৔ͷ࠶ηάϝϯτԽઓུͷ৔߹͸ɺجຊతʹ͸Ϛʔέοτͷෆ࣮֬ੑʹରቂ͢Δ͜ͱʹͳΔɻ
    ͜ͷ৔߹ٻΊΒΕΔ։ൃελΠϧ͸ෆ࣮֬ੑͷϦεΫΛ࠷খԽ͍ͯ͘͠ελΠϧͰ͋Δɻݴ͍׵͑ΔͳΒ͹ɺ
    େ͖͘ϑϧεΠϯά͢ΔͷͰ͸ͳ͘ɺখࣦ͘͞ഊͱֶͼΛ܁Γฦ͢΍Γ͔ͨɻͭ·ΓɺҎԼͷΑ͏ʹɺϏδωε
    ԾઆΛՄೳͳݶΓҼ਺෼ղ͠ͻͱͭͣͭԾઆݕূΛճ͍ͯ͘͠ɻ

    View Slide

  33. ࣄۀՁ஋ͷੵ෼஋࠷େԽ
    Λ࣮ݱ͢ΔͨΊͷ֓೦

    View Slide

  34. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ͜ͷࣄۀՁ஋Λ͏Έͩ͢૷ஔͷੑೳΛ্͛ΔͨΊʢੵ෼஋Λ࠷େԽʣʹग़དྷΔ͜ͱ͸جຊతʹ͸ҎԼɻ
    ᶃՁ஋͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ୹͘͢Δɻᶄੜ·ΕΔՁ஋Λ্͛Δɻʢ։ൃʣ
    ᶅো֐౳ͰՁ஋Λ͏Ίͳ͘ͳ͍ͬͯΔ෦෼ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷ๷ࢭɻʢ҆ఆՔಇʣ
    ᶄޮՌΛ্͛Δ
    ᶃ଎͘͢Δ
    ᶅՁ஋Λ͏Ίͳ
    ͘ͳ͍ͬͯΔ෦
    ෼ͷ࠷খԽ
    ᶆະདྷͷՁ஋ᆝଛ
    ͷ๷ࢭ


    ࣌ؒ
    ੺ઢͰғΜͩ෦෼ͷ໘ੵΛ
    ࠷େԽ͍͖͍ͯͨ͠

    View Slide

  35. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ͜ͷࣄۀՁ஋Λ͏Έͩ͢૷ஔͷੑೳΛ্͛ΔͨΊʢੵ෼஋Λ࠷େԽʣʹग़དྷΔ͜ͱ͸جຊతʹ͸ҎԼɻ
    ᶃՁ஋͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ୹͘͢Δɻᶄੜ·ΕΔՁ஋Λ্͛Δɻʢ։ൃʣ
    ᶅো֐౳ͰՁ஋Λ͏Ίͳ͘ͳ͍ͬͯΔ෦෼ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷ๷ࢭɻʢ҆ఆՔಇʣ
    ᶄޮՌΛ্͛Δ
    ᶅՁ஋Λ͏Ίͳ
    ͘ͳ͍ͬͯΔ෦
    ෼ͷ࠷খԽ
    ᶆະདྷͷՁ஋ᆝଛ
    ͷ๷ࢭ


    ࣌ؒ
    ᶃ଎͘͢Δ
    ϦϦʔε༧ఆϦϦʔε༧ఆ
    ෳ਺ͷཁ݅Λ·ͱΊͯ
    ։ൃͯͨ͠ͷΛ1ݸͣͭ
    ։ൃͯ͠ϦϦʔεͯ͠ΈΔ

    View Slide

  36. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ͜ͷࣄۀՁ஋Λ͏Έͩ͢૷ஔͷੑೳΛ্͛ΔͨΊʢੵ෼஋Λ࠷େԽʣʹग़དྷΔ͜ͱ͸جຊతʹ͸ҎԼɻ
    ᶃՁ஋͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ୹͘͢Δɻᶄੜ·ΕΔՁ஋Λ্͛Δɻʢ։ൃʣ
    ᶅো֐౳ͰՁ஋Λ͏Ίͳ͘ͳ͍ͬͯΔ෦෼ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷ๷ࢭɻʢ҆ఆՔಇʣ
    ᶄޮՌΛ্͛Δ
    ᶅՁ஋Λ͏Ίͳ
    ͘ͳ͍ͬͯΔ෦
    ෼ͷ࠷খԽ
    ᶆະདྷͷՁ஋ᆝଛ
    ͷ๷ࢭ


    ࣌ؒ
    ᶃ଎͘͢Δ
    ϦϦʔε༧ఆϦϦʔε༧ఆ
    ࣄۀՁ஋͸ࠜઇߏ଄Λ
    ͱΔͨΊࣄۀՁ஋ͷ໘ੵ͕
    ૿͑Δ৔߹͕͋Δɻ

    View Slide

  37. ͜ΕΒΛ࣮ݱ͢ΔͨΊͷ֓೦ʢͷ͏ͪͷ͍͔ͭ͘ʣ
    ɾϑϩʔޮ཰ੑɺϦιʔεޮ཰ੑ
    ɾ੍໿৚݅ཧ࿦ʢToCʣ
    ɾτϤλੜ࢈ํࣜʢTPSʣ

    View Slide

  38. Ϧιʔεޮ཰ੑͱϑϩʔޮ཰ੑ

    View Slide

  39. Ϧιʔεޮ཰ੑͱϑϩʔޮ཰ੑ
    " " " " " " " " " " " " " " "
    #
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    " " " " "
    " " " " "
    " " " " "
    # # # #
    # # # #
    # # # #
    $ $ $
    $ $ $
    $ $ $
    ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ
    ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ
    ϦϦʔε·ͰͷϦʔυλΠϜX
    ϦϦʔε·ͰͷϦʔυλΠϜ໿X
    ϦϦʔε·ͰͷϦʔυλΠϜX
    ϦϦʔε·ͰͷϦʔυλΠϜX
    ϦϦʔε·ͰͷϦʔυλΠϜX
    "ػೳɺ#ػೳɺ$ػೳͷ࣮૷ͦΕͧΕਓ೔͔͔Δ৔߹
    "
    "
    "
    # #
    # #
    # #

    View Slide

  40. Ϧιʔεޮ཰ੑ
    " " " " " " " " " " " " " " "
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    ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ ݄ɹՐɹਫɹ໦ɹۚ
    ϦϦʔε·ͰͷϦʔυλΠϜX
    ϦϦʔε·ͰͷϦʔυλΠϜX
    ϦϦʔε·ͰͷϦʔυλΠϜX
    "ػೳɺ#ػೳɺ$ػೳͷ࣮૷ͦΕͧΕਓ೔͔͔Δ৔߹
    ෳ਺ͷ͜ͱΛಉ࣌ʹ΍ΔͱϓϩμΫτ͕Ϣʔβʹಧ͘·ͰɾݕূΛ։࢝͢Δ
    ϦʔυλΠϜ͕௕͘ͳΔɻ
    ͨͩ͠ɺօʹ࢓ࣄׂ͕ΓৼΒΕΔͨΊɺ·ͨ࣌ؒͷ༨ΔݶΓෳ਺ͷ࢓ࣄΛ࣋
    ιʔε͋ͨΓͷՔಇ཰͸ߴ͘ͳΔɻ

    View Slide

  41. ͭͷϦιʔεΛՔಇ཰͕ʹͳΔ·Ͱ෼഑͢Δ

    ɾϚϧνλεΫ
    ɾେ͖ͳ΢ΥʔλʔϑΥʔϧܕ։ൃ
    " # $
    3FTPVSDF
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  46. Ϧιʔεޮ཰ͱ
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  47. Ϧιʔεޮ཰ͱϑϩʔޮ཰͸τϨʔυΦϑͷؔ܎ʹͳΓ΍͍͢
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  48. Ϧιʔεޮ཰ͱϑϩʔޮ཰͸τϨʔυΦϑͷؔ܎ʹͳΓ΍͍͢
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  54. Ϧιʔεޮ཰
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  65. Ϧιʔεޮ཰ͱϑϩʔޮ཰ͷ
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  66. ݕࡧ৚݅
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    ݕࡧ݁Ռ
    Ұཡը໘
    ৄࡉը໘ Ԡืը໘
    ޱίϛ
    4&0
    4&.
    &5$
    αʔϏε
    τοϓ
    ը໘
    JG JTԠื
    \
    ^
    ޱίϛ
    4&0
    4&.
    &5$
    ܝࡌ࿮
    ٻਓ৘ใ
    Ԡื
    ར༻ऀ ΫϥΠΞϯτ
    $73վળ
    λ΢ϯϫʔΫʹ͓͚Δ6*69Ծઆݕূ
    ྲྀೖ਺
    ࣄۀՁ஋
    ࣄۀՁ஋
    ܝࡌྉ

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  67. Now
    աڈ ະདྷ
    ։ൃͯ͠ະདྷʹ
    ੵΈ্͛Δࢿ࢈
    ࣄۀՁ஋
    (KPIɺetc)
    աڈʹ։ൃͯ͠
    ੵΈ্͛ͨࢿ࢈
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε
    ϦϦʔε༧ఆ
    ϦϦʔε༧ఆ
    ॳظ։ൃ
    Τϯϋϯε
    Τϯϋϯε
    Τϯϋϯε
    ͜ͷࣄۀՁ஋Λ͏Έͩ͢૷ஔͷੑೳΛ্͛ΔͨΊʢੵ෼஋Λ࠷େԽʣʹग़དྷΔ͜ͱ͸جຊతʹ͸ҎԼɻ
    ᶃՁ஋͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ୹͘͢Δɻᶄੜ·ΕΔՁ஋Λ্͛Δɻʢ։ൃʣ
    ᶅো֐౳ͰՁ஋Λ͏Ίͳ͘ͳ͍ͬͯΔ෦෼ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷ๷ࢭɻʢ҆ఆՔಇʣ
    ᶄޮՌΛ্͛Δ
    ᶅՁ஋Λ͏Ίͳ
    ͘ͳ͍ͬͯΔ෦
    ෼ͷ࠷খԽ
    ᶆະདྷͷՁ஋ᆝଛ
    ͷ๷ࢭ


    ࣌ؒ
    ᶃ଎͘͢Δ
    ϦϦʔε༧ఆϦϦʔε༧ఆ

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  68. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    $73
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    œ œ œ œ
    ച্
    PS
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    PS
    ,1*
    SFMFBTF
    "
    #
    $





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    ϏδωεՁ஋ͱϦιʔεޮ཰ੑॏࢹͷ։ൃελΠϧ
    "
    #
    $
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ

    View Slide

  69. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    $73
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    œ œ
    œ œ œ œ
    ച্
    PS
    ,1*
    ച্
    PS
    ,1*
    SFMFBTF
    "
    #
    $





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    ֶΜͰ͍ͳ͍ظؒ
    Ք͍Ͱ͍ͳ͍ظؒ
    ֶΜͰ͍ͳ͍ظؒ
    Ք͍Ͱ͍ͳ͍ظؒ
    ΦʔόʔϔουͰ
    एׯ߹ܭՔಇ͸૿͑Δ
    ϏδωεՁ஋ͱϦιʔεޮ཰ੑॏࢹͷ։ൃελΠϧ
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ
    ෳ਺ͷ࣮ݧΛ
    ಉ࣌ʹ΍Δͱ୙Δ

    View Slide

  70. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    $73
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    œ œ œ œ
    ച্
    PS
    ,1*
    ച্
    PS
    ,1*
    SFMFBTF
    "
    #
    $





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    ϏδωεՁ஋ͱϦιʔεޮ཰ੑॏࢹͷ։ൃελΠϧ
    "
    #
    $
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ
    1ݸͣͭVࣈϞσϧ։ൃ
    ෳ਺·ͱΊͯVࣈϞσϧ։ൃ

    View Slide

  71. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    $73
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    œ œ œ œ
    ച্
    PS
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    PS
    ,1*
    SFMFBTF
    "
    #
    $





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    ϏδωεՁ஋ͱϦιʔεޮ཰ੑॏࢹͷ։ൃελΠϧ
    "
    #
    $
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ
    ϦʔυλΠϜ
    ϦʔυλΠϜ

    View Slide

  72. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    œ œ

    œ œ

    œ œ
    œ œ
    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    όοΫΤϯυ
    ΤϯδχΞ
    ϑϩϯτ
    ΤϯδχΞ
    ϓϩμΫτ
    Φʔφʔ
    ސ٬

    ঝೝ
    ϨϏϡʔ
    ࢓༷֬ೝ
    "1*։ൃ "1*։ൃ
    'SPOU։ൃ
    σϓϩΠ
    ଴ͪ ଴ͪ
    ଴ͪ
    ςετ
    ςετ
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ

    View Slide

  73. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    œ œ

    œ œ

    œ œ
    œ œ
    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    όοΫΤϯυ
    ΤϯδχΞ
    ϑϩϯτ
    ΤϯδχΞ
    ϓϩμΫτ
    Φʔφʔ
    ސ٬

    ঝೝ
    ϨϏϡʔ
    ࢓༷֬ೝ
    "1*։ൃ "1*։ൃ
    'SPOU։ൃ
    σϓϩΠ
    ଴ͪ ଴ͪ
    ଴ͪ
    ςετ
    ςετ
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ
    ϦʔυλΠϜ
    ϦʔυλΠϜ୹ॖ
    ΤϯδχΞϦϯάʹΑͬͯ-5Λ୹ॖ͍ͨ͠

    View Slide

  74. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
    œ œ

    œ œ

    œ œ
    œ œ
    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    όοΫΤϯυ
    ΤϯδχΞ
    ϑϩϯτ
    ΤϯδχΞ
    ϓϩμΫτ
    Φʔφʔ
    ސ٬

    ঝೝ
    ϨϏϡʔ
    ࢓༷֬ೝ
    "1*։ൃ "1*։ൃ
    'SPOU։ൃ
    σϓϩΠ
    ଴ͪ ଴ͪ
    ଴ͪ
    ςετ
    ςετ
    ϏδωεՁ஋ͱϑϩʔޮ཰ੑॏࢹͷ։ൃελΠϧ
    ϦʔυλΠϜ
    ϦʔυλΠϜ୹ॖ
    ΤϯδχΞϦϯάʹΑͬͯ-5Λ୹ॖ͍ͨ͠

    View Slide

  75. ϦʔυλΠϜ
    ϓϩηελΠϜ 15
    Ϝμ

    ސ٬΁ͷՁ஋Λ࡞Γग़͍ͯ͠Δ࣌ؒ Ձ஋Λ࡞͍ͬͯͳ͍࣌ؒ
    ‎ઃܭ
    ‎ίʔσΟϯά
    ‎Ϗϧυ଴ͪ
    ‎ख໭Γ
    ‎ঝೝ଴ͪ

    View Slide

  76. ϜμΛݮΒ͠ޮ཰Խ͢Δ)08ୡ

    View Slide

  77. ϑϩʔޮ཰Λ্͛Δ
    ݱ৔ͷऔΓ૊Έ

    View Slide

  78. Ϗδωεݕ౼ ཁ݅ఆٛ ઃܭ ࣮૷ ςετ ϦϦʔε
    ϦʔυλΠϜ
    ϓϩηελΠϜ 15
    Ϝμ

    View Slide

  79. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
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    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    ϑϩʔޮ཰Λॏࢹͯ͠։ൃͨ͠৔߹
    ຖճϦάϨογϣϯςετΛ
    खಈͰ΍ΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻ
    ͩͬͨΒෳ਺·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ཰͕ྑ͍
    →Ϧιʔεޮ཰ͷύϥμΠϜʹ໭Γ͍ͨ
    ݸྲྀ͠Λࢤ޲͢Δͱ࠷ॳʹൃੜ͢Δน

    View Slide

  80. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
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    œ œ

    œ œ
    œ œ
    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    ϑϩʔޮ཰Λॏࢹͯ͠։ൃͨ͠৔߹
    ຖճϦάϨογϣϯςετΛ
    खಈͰ΍ΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻ
    ͩͬͨΒෳ਺·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ཰͕ྑ͍
    →Ϧιʔεޮ཰ͷύϥμΠϜʹ໭Γ͍ͨ
    ݸྲྀ͠Λࢤ޲͢Δͱ࠷ॳʹൃੜ͢Δน
    ςετίʔυ͔͚͹͍͍ͷͰ͸ʁ

    View Slide

  81. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
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    œ œ

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    œ œ œ œ
    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    ϑϩʔޮ཰Λॏࢹͯ͠։ൃͨ͠৔߹
    ຖճϦάϨογϣϯςετΛ
    खಈͰ΍ΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻ
    ͩͬͨΒෳ਺·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ཰͕ྑ͍
    →Ϧιʔεޮ཰ͷύϥμΠϜʹ໭Γ͍ͨ
    ݸྲྀ͠Λࢤ޲͢Δͱ࠷ॳʹൃੜ͢Δน
    ςετίʔυ͔͚͹͍͍ͷͰ͸ʁ ϝιου୯Ґ͕େ͖͗͢Δ͠ɺςετίʔυॻ͘ͳΒ
    ϦϑΝΫλϦϯά͠ͳ͍ͱͱΜͰ΋ͳ͍ςετίʔυʹͳΔ
    Ͱ΋ɺϦϑΝΫλϦϯάͯ͠඼࣭୲อͰ͖Δؾ͕͠ͳ͍

    View Slide

  82. ςετίʔυ͕ॻ͖ʹ͍͘ߏ଄ʹରͯ͠ɺ
    ϦϑΝΫλϦϯάΛߦ͑ΔΑ͏ʹ͢ΔͨΊͷE2Eͷ੔උ
    ʢUIΛআ͘E2Eʹ͓͚Δ඼࣭୲อʣ
    ɹ↓
    ϦϑΝΫλϦϯάˍςετίʔυ
    ɹ↓
    ը໘ΛؚΉE2EςετʢUIؚΉʣ
    ϦϑΝΫλϦϯά͕೉͍͠ঢ়ଶ͔Βͷࣗಈςετઓུ

    View Slide

  83. SQLͷI/O
    RequestͷI/O
    ίʔυΧόϨοδ
    ը໘ͷ6*มߋ௥ैΛҙਤతʹࣺͯͨ&&ςετج൫
    JSON
    SQLͷI/O
    RequestͷI/O
    ίʔυΧόϨοδ
    JSON
    Requestͷॱ࣮࣍ߦ
    ݁Ռ͸શI/OͷDiffͷͨΊ
    Assertతͳ΋ͷ͸ແ͠
    VIEW
    VIEW
    Diff
    masterͷιʔείʔυ
    ։ൃதbranchͷιʔείʔυ
    CI
    ؅ཧը໘
    લ೔ࠩ෼ݟΔͨΊ
    ೔࣮࣍ߦ
    ಉ͡dmpσʔλ
    APIͷI/O
    APIs
    APIͷI/O
    APIs

    View Slide

  84. ςετίʔυ͕ॻ͖ʹ͍͘ߏ଄ʹରͯ͠ɺ
    ϦϑΝΫλϦϯάΛߦ͑ΔΑ͏ʹ͢ΔͨΊͷE2Eͷ੔උ
    ʢUIΛআ͘E2Eʹ͓͚Δ඼࣭୲อʣ
    ɹ↓
    ϦϑΝΫλϦϯάˍςετίʔυ
    ɹ↓
    ը໘ΛؚΉE2EςετʢUIؚΉʣ
    ϦϑΝΫλϦϯά͕೉͍͠ঢ়ଶ͔Βͷࣗಈςετઓུ

    View Slide

  85. TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    $73
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    œ œ

    œ œ
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    ച্
    PS
    ,1*





    TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL
    "
    #
    $
    ϑϩʔޮ཰Λॏࢹͯ͠։ൃͨ͠৔߹
    ݸྲྀ͠Λࢤ޲͢Δͱ࠷ॳʹൃੜ͢Δน
    2िؒαΠΫϧͷ։ൃʹ͓͍ͯϦάϨογϣϯςετ͕࣌ؒ
    3೔→45෼

    View Slide