Upgrade to Pro — share decks privately, control downloads, hide ads and more …

正しくつくる、みんなでつくる。/Do things right with team

Ikuo Suyama
October 19, 2019

正しくつくる、みんなでつくる。/Do things right with team

それぞれの現場の「正しいものを正しくつくる」
登壇資料です。

Ikuo Suyama

October 19, 2019
Tweet

More Decks by Ikuo Suyama

Other Decks in Technology

Transcript

  1. ਖ਼ͭ͘͘͠Δɺ

    ΈΜͳͰͭ͘Δɻ
    ͦͯ͠ਖ਼͍͠΋ͷΛΈΜͳͰ͕͢͞ɻ

    View full-size slide

  2. ಃࢁҭஉ*LVP4VZBNB
    !NBSUJO@MPWFS@TF
    ݟश͍l"HJMF%FWFMPQFSz
    Ϟϒϓϩେ޷͖ʂ

    $ZCFS"HFOU "*5FDI4UVEJP
    -0%&0

    View full-size slide

  3. .PC.FOUBMJUZ4IPX
    ʹग़·ͨ͠ʂʂ
    .PC1SPHSBNNJOHJO+BQBO

    View full-size slide

  4. .PC.FOUBMJUZ4IPX
    ʹग़·ͨ͠ʂʂ
    .PC1SPHSBNNJOHJO+BQBO
    Mob Mentality
    Show
    ΈͯͶʂ

    View full-size slide

  5. ࠓ೔͓࿩͢Δ͜ͱ
    wʮਖ਼ͭ͘͘͠Δʯͷ๻ͨͪͷղऍͱ࣮ફ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    wʮਖ਼͍͠΋ͷΛͭ͘Δʯ΁ͷऔΓ૊Έ
    ʮਖ਼ͭ͘͘͠ΔʯΛ࣮ફ͠ɺ
    ʮਖ਼͍͠΋ͷʯΛ୳࢝͠Ίͨ࿩

    View full-size slide

  6. -0%&0ྲྀʮਖ਼ͭ͘͘͠Δʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  7. ʜͷલʹɺ
    ʮਖ਼ͭ͘͘͠Δʯͱ͸ʁ

    View full-size slide

  8. ਖ਼͘͠ͳ͍ͭ͘Γํ͕͋Δʁ

    View full-size slide

  9. ͔Ͳ͏͔͸͓͍͓͍ͯͯɺ

    View full-size slide

  10. ιϑτ΢ΣΞ։ൃ೉͍͠
    ʢͰ͢ΑͶʁ

    View full-size slide

  11. $)"04Ϩϙʔτ
    㾎0O5JNFೲظ
    㾎0O#VEHFU༧ࢉ
    㾎0O5BSHFUείʔϓ
    㾎0O(PBM໨త
    㾎7BMVFՁ஋
    㾎4BUJTGBDUJPOސ٬ຬ଍





















    '"*-&%
    $)"--&/(&%
    46$$&44'6-
    IUUQTXXXTUBOEJTIHSPVQDPN
    TBNQMF@SFTFBSDI@pMFT$)"043FQPSU'JOBMQEG
    શ৚݅Λຬͨͨ͠ΒA4VDDFTTA ੒ޭ

    ৚͕݅଍Γͳ͔ͬͨΒA$IBMMFOHFEA ໰୊͋Γ

    BCPSUDBODFMͨ͠ΒA'BJMFEA ࣦഊ

    View full-size slide

  12. ࢣঊᐌ͘ɺ
    ʮ࢝ΊʹܾΊͨ΍ͭ
    ༧ఆ௨Γʹ࡞ͬͨΒ
    ࣦഊͩΖʯ

    View full-size slide

  13. ࢣঊᐌ͘ɺ
    ʮ࢝ΊʹܾΊͨ΍ͭ
    ༧ఆ௨Γʹ࡞ͬͨΒ
    ࣦഊͩΖʯ

    View full-size slide

  14. ιϑτ΢ΣΞ։ൃͷ೉͠͞ͷىݯ
    ʮෳࡶ͞ʯ

    View full-size slide

  15. ΫωϏϯϑϨʔϜϫʔΫͱ
    ʮෳࡶ $PNQMFY
    ʯ
    zݪҼͱ݁Ռ͸ࣄޙʹਪఆ͢Δ͜ͱ͔͠Ͱ͖ͣɺ
    ਖ਼͍͠౴͕͑ͳ͍z
    zϦʔμʔ͕҆શʹ࣮ݧࣦഊͰ͖Δ؀ڥΛ࡞Ε͹ɺ
    ༗ޮͳύλϯ͕ݟ͍ͩ͞ΕΔ͔΋͠Εͳ͍z
    l1SPCF ୳ࠪ
    r4FOTF ײ஌
    r3FTQPOE Ԡ౴
    z
    — Cynefin Framework / wikipedia
    ෳࡶ͕͞ෆ࣮֬ੑΛݺͿ

    View full-size slide

  16. ༨ஊɿෳࡶ͞͸Ͳ͔͜ΒདྷΔͷ͔ʁ
    εΫϥϜͷ૆෕ɺ໺தઌੜʹֶͿʮઓུͱ૬ޓ࡞༻ʯ
    zઓུ࿦͸ɺਓؒੈքΛݚڀର৅ͱ͢ΔࣾձՊֶͷҰ෼໺Ͱ͋Δɻ
    ࣾձՊֶͱࣗવՊֶͷॏཁͳࠩ͸ɺର৅ͱͯ͠ͷਓ͕ؒҙਤ΍Ձ஋Λ
    ࣋ͪɺͦͷ࣮ݱʹ޲͔ͬͯࢥࡧ͠ɺ༧ଌ͠ɺߦಈ͠ɺमਖ਼͠ɺ؀ڥͷ
    ӨڹΛड͚ͭͭɺ؀ڥΛม͍͑ͯ͘ɺͭ·Γ୯ͳΔडಈతଘࡏͰ͸ͳ
    ͘ɺೳಈతͰ͋Γɺ൓লతͰ͋Δͱ͍͏͜ͱͰ͋Δɻz
    — ઓུͷຊ࣭
    ֎քʹ΋ҙਤ͕͋Γɺ͋ͳͨͱࢲ͕૬ޓ࡞༻͢Δɻ
    ઌͷಡΊͳ͞ɺෆ࣮֬ੑ͸͜ͷ͋ͨΓʹىҼ͢ΔͷͰ͸

    View full-size slide

  17. Ϗδωε؀ڥͷʮෳࡶ͞ʯ
    w ʮ࡞ͬͨΒചΕΔʯʮ࠷ॳʹ࡞ͬͨΒউͪʯ͕௨༻͠ͳ͍
    w ֎քͱ૬ޓ࡞༻͠ɺΠϯλϥΫςΟϒʹঢ়گ͕มԽ͢Δ
    ڝ߹εςʔΫϗϧμʔϢʔβʔސ٬
    ˞Ϗδωεʹର͢Δײ౓ɺղ૾౓͸·ͩ·ͩ௿͍Ͱ͢

    View full-size slide

  18. ιϑτ΢ΣΞ։ൃͷʮෳࡶ͞ʯ
    w νʔϜͷଟ༷͞
    ਓͱਓͱͷ૬ޓ࡞༻
    w ࢖͏ٕज़ͷଟ༷͞ɺෳࡶ͞
    ϋʔυɺϛυϧɺϥΠϒϥϦɺFUDͷ૬ޓ࡞༻
    Ұͭͱͯ͠ಉ͡νʔϜϓϩδΣΫτ͸ͳ͍
    ʮ߈ུϧʔτ͸ΈΜͳҧ͏ʯ

    View full-size slide

  19. ෳࡶɺଟ༷ɺෆ࣮֬ͳதͰͷ
    ʮਖ਼͠͞ʯͱ͸ʁ

    View full-size slide

  20. ઈରతͳʮਖ਼͠͞ʯ͸
    ͓ͦΒ͘
    ଘࡏ͠ͳ͍

    View full-size slide

  21. ʮਖ਼͍͠΋ͷΛਖ਼ͭ͘͘͠Δʯ͸໰͍Ͱ͋Δ
    ਖ਼͋͘͠Ζ͏ͱ͢Δ࢟੎͕େ੾ͰɺͦͷͨΊͷ໰͍Ͱ͢ɻ
    —ࢢ୩૱ܒ

    View full-size slide

  22. ιϑτ΢ΣΞ։ൃʹ͓͍ͯ͸ɺʮ׬ᘳ QFSGFDU
    ʯ͸ಈࢺͰ
    ͋Γɺܗ༰ࢺͰ͸ͳ͍ɻ׬ᘳͳϓϩηε͸ଘࡏ͠ͳ͍ɻ׬
    ᘳͳઃܭ͸ଘࡏ͠ͳ͍ɻ
    ͕ͩɺϓϩηεΛʮ׬ᘳʹ΍Δʯ͜ͱ͸Ͱ͖Δɻ
    —XPୈ̎൛ Kent Beck
    ʮਖ਼͘͠ʯͭ͘Δঢ়ଶ͸ͳ͍͚Ͳɺ
    ʮਖ਼ͭ͘͘͠Δʯ͜ͱ͸Ͱ͖Δ

    View full-size slide

  23. ʮෳࡶ͞ʯͱͷઓ͍ํ
    "HJMF

    View full-size slide

  24. ڱٛͷ"HJMF
    ϓϩηε΍πʔϧΑΓ΋ݸਓͱର࿩Λɺ
    แׅతͳυΩϡϝϯτΑΓ΋ಈ͘ιϑτ΢ΣΞΛɺ
    ܖ໿ަবΑΓ΋ސ٬ͱͷڠௐΛɺ
    ܭըʹै͏͜ͱΑΓ΋มԽ΁ͷରԠΛɺ
    Ձ஋ͱ͢Δɻ͢ͳΘͪɺࠨهͷ͜ͱ͕ΒʹՁ஋͕͋Δ͜ͱΛೝΊͳ͕Β΋ɺ
    ࢲͨͪ͸ӈهͷ͜ͱ͕ΒʹΑΓՁ஋Λ͓͘ɻ
    — ΞδϟΠϧιϑτ΢ΣΞ։ൃએݴ
    ਖ਼͋͘͠Ζ͏ͱ͢ΔͨΊͷϚΠϯυηοτ

    View full-size slide

  25. b޿ٛͷ"HJMF"HJMF։ൃ
    1SPCF ୳ࠪ
    r4FOTF ײ஌
    r3FTQPOE Ԡ౴

    w ಈ͘΋ͷΛখ͘͞1SPCF
    w ֬ೝ߹ҙ͠ͳ͕Β4FOTF
    w ϑΟʔυόοΫαΠΫϧΛճ͢3FTQPOE
    ʮૣ͘ɺগ͚ͩͭ͘͠Γɺ֬ೝ͠ͳ͕Β͢͢ΊΔʯ
    ܰྔ։ൃϓϩηεͷ૯শ

    View full-size slide

  26. %POU+VTU%P"HJMF #F"HJMF
    ΞδϟΠϧΛ΍ΔͷͰ͸ͳ͘ɺ
    ΞδϟΠϧʹͳΔ

    View full-size slide

  27. ͱɺݴΘΕ·͕͢ʜ

    View full-size slide

  28. ࠓ೔͸ڭՊॻͷ࿩Ͱ͸ͳ͘ɺ
    ϋϯΨʔϑϥΠτΛ͢Δ೔Ͱ͢Ͷ
    ݱɹ৔ɹͷɹ࿩

    View full-size slide

  29. ͜Ε͔Β
    υϩουϩͷ
    ݱ࣮ͷ
    ࣮૷ͷ
    ࿩Λ͠·͢

    View full-size slide

  30. ͋Δ͍͸
    ΊͬͪΌ
    %0"(*-&
    ͷ࿩Λ͠·͢

    View full-size slide

  31. ৄࡉͷͨΊͷલఏɿ
    ૊৫ίϯςΫετ

    View full-size slide

  32. "*5FDI4UVEJPʹ͓͚Δ
    ϓϩμΫτ։ൃ
    w ӦۀओಋͰ͋Δ৔߹͕ଟ͍Α͏ʹࢥ͏
    ࠃ಺࠷ڧϨϕϧͷӦۀूஂʂ
    w ΤϯδχΞ͸ٕज़తʹઑ͍ͬͯΔɺਫ਼Ӷ৬ਓूஂ
    ΞδϟΠϧ౳։ൃख๏΁ͷؔ৺͸ߴ͘ͳ͍
    ˞ݸਓͷ؍ଌൣғ͔Βͷײ૝Ͱ͢

    View full-size slide

  33. -0%&0ʹ͓͚Δ
    ϓϩμΫτ։ൃ
    w ##$
    εϚʔτϑΥϯ޲͚޿ࠂ഑৴γεςϜ
    Ӧۀ͞Μ͕୅ཧళ΍ΫϥΠΞϯτʹചͬͯ͘Εͯɺ޿ࠂ഑৴ͨ͠ΒചΓཱ͕ͭ
    w ΤϯυϢʔβʔΫϥΠΞϯτ͕ԕ͍
    ϓϩμΫτӦۀ୅ཧళΫϥΠΞϯτ
    ഑৴Ϣʔβʔ
    w Ҋ݅ͷ଍͕௕͍
    ఏҊ͔Βܾఆ·Ͱ̍ʙ̎ϲ݄͕ී௨

    View full-size slide

  34. -0%&0ྲྀʮਖ਼ͭ͘͘͠Δʯ
    ·ͨ͸-0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  35. Ϟϒϓϩάϥϛϯά
    Χϯόϯ
    εΫϥϜ

    View full-size slide

  36. .PC1SPHSBNNJOH
    ,BOCBO
    4DSVN
    Ωϡʔ٧·Γ
    εϧʔϓοτˣ
    ࡞ۀײ
    $PNQMFYJUZ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  37. .PC1SPHSBNNJOH
    ,BOCBO
    4DSVN
    Ωϡʔ٧·Γ
    εϧʔϓοτˣ
    ࡞ۀײ
    $PNQMFYJUZ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  38. Ϟϒϓϩάϥϛϯά
    ίΞϓϩηε

    View full-size slide

  39. ϞϒϓϩάϥϛϯάϞϒϓϩ
    ʮΈΜͳʯͰͭ͘Δ
    ಉ͜͡ͱΛ
    ಉ࣌ʹ
    ಉ͡৔ॴͰ
    ಉ͡ίϯϐϡʔλʔͰʜ
    On the same thing...
    At the same time...
    In the same place...
    On the same computer...
    —“Mob Programming A Whole Team Approach"
    / Agile 2014, Woody Zuill

    View full-size slide

  40. ϞϒϓϩΛʜ

    View full-size slide

  41. ϞϒϓϩΛʜ
    ஌ͬͯΔਓʔ✋ʁ

    View full-size slide

  42. ϞϒϓϩΛʜ
    ஌ͬͯΔਓʔ✋ʁ
    ΍ͬͨ͜ͱ͕͋Δਓʔ✋ʁ

    View full-size slide

  43. ϞϒϓϩΛʜ
    ஌ͬͯΔਓʔ✋ʁ
    ΍ͬͨ͜ͱ͕͋Δਓʔ✋ʁ
    ϑϧλΠϜͰ΍ͬͯΔਓʔ✋ʁ

    View full-size slide

  44. ͳͥϞϒϓϩʁ

    View full-size slide

  45. ʮෳࡶ͞ͱ͔ͨͨ͏ʯʹ
    εςશৼΓ͢Δͱ͜͏ͳΔʂʂ

    View full-size slide

  46. ʮෳࡶ͞ʯWTϞϒϓϩάϥϛϯά
    ιϑτ΢ΣΞͷෳࡶ͞WTνʔϜͷෳࡶ͞
    w νʔϜͷଟ༷ͳ໨ઢ
    ೥ྸɺઐ໳ੑɺFUDʜ
    w ίϛϡχέʔγϣϯྔ࣭
    ෳࡶͳ΋ͷΛෳࡶͳ··ѻ͏ͨΊͷ৘ใྔີ౓
    νʔϜશһҰؙͰɺͦͷ͍࣌ͪ͹Μେ੾ͳɺ
    ෳࡶͳ͜ͱͱ͔ͨͨ͏ʂ

    View full-size slide

  47. ʮҰਓͰ͸ӡ΂ͳ͍ॏ͍ՙ෺΋ɺ
    ̎ਓͳΒӡ΂Δɻ
    ϖΞϓϩͰ΍͍ͬͯΔͷ͸ͦ͏͍͏͜ͱͳΜͩʯ
    —David Bernstein

    View full-size slide

  48. ʮҰਓͰ͸ӡ΂ͳ͍ॏ͍ՙ෺΋ɺ
    ̎ਓͳΒӡ΂Δɻ
    ϖΞϓϩͰ΍͍ͬͯΔͷ͸ͦ͏͍͏͜ͱͳΜͩʯ
    —David Bernstein

    View full-size slide

  49. ʮෳࡶ͞ʯWTϞϒϓϩάϥϛϯά
    ϑΟʔυόοΫαΠΫϧΛૣ͘͢Δ
    w ґଘΛڧ੍తʹݮΒ͢
    ϑϩϯτ΍ͬͯαʔόʔ΍ͬͯ2"ͯ͠ʜ
    w 8*1 ࢓ֻΓ
    Λڧ੍తʹݮΒ͢
    ༨ܭͳෳࡶ͞͸࡟͗མͱ͢ʂ

    View full-size slide

  50. ͜Ε͚ͩͰૣ͕͞ഒҎ্ʹͳΔʂ
    ˞Ϧτϧͷ๏ଇ
    <αΠΫϧλΠϜ࢓ֻΓͷ਺εϧʔϓοτ>

    View full-size slide

  51. Ϟϒϓϩͷ࣮૷

    View full-size slide

  52. υϥΠό
    φϏήʔλ
    φϏήʔλ
    φϏήʔλ
    ίʔυॻ͘ਓ
    “Smart Input Operator”
    5~15෼Ͱަ୅
    ࢦࣔ͢Δਓ
    ೔ৗ෩ܠ

    View full-size slide

  53. υϥΠό
    φϏήʔλ
    φϏήʔλ
    φϏήʔλ
    ίʔυॻ͘ਓ
    “Smart Input Operator”
    5~15෼Ͱަ୅
    ࢦࣔ͢Δਓ
    ೔ৗ෩ܠ

    View full-size slide

  54. υϥΠό
    φϏήʔλ
    φϏήʔλ
    φϏήʔλ
    ίʔυॻ͘ਓ
    “Smart Input Operator”
    5~15෼Ͱަ୅
    ࢦࣔ͢Δਓ
    ΞϨ
    ։͍ͯ
    [ม਺໊]

    ͕Α͘ͳ͍ʁ
    ςετ

    ॻ͍ͯ
    ೔ৗ෩ܠ

    View full-size slide

  55. υϥΠό
    φϏήʔλ
    φϏήʔλ
    φϏήʔλ
    ίʔυॻ͘ਓ
    “Smart Input Operator”
    5~15෼Ͱަ୅
    ࢦࣔ͢Δਓ
    ΞϨ
    ։͍ͯ
    [ม਺໊]

    ͕Α͘ͳ͍ʁ
    ςετ

    ॻ͍ͯ
    ೔ৗ෩ܠ

    View full-size slide

  56. ๻ͨͪͷϞϒϓϩ
    w ேϙπϙπͱू·ͬͯ࡞ઓձٞ
    ͦͷ೔ʹ΍Δ͜ͱਐḿΛΧϯόϯͰ֬ೝ
    w ͻͨ͢ΒϞϒ
    4FTTJPO෼ ٳܜ෼
    Ұ೔ʙ4FTTJPO
    w Ұ೔ͷ࠷ޙʹϓνϨτϩεϖΫςΟϒ

    View full-size slide

  57. ๻ͨͪͷϞϒϓϩ
    w ϑϧλΠϜͰϞϒϓϩ
    w ΄΅͢΂ͯͷλεΫΛϞϒϓϩͰ΍Δʹ8*1͕ৗʹ̍
    ؆୯৑௕ͳλεΫ͸ࣗಈԽ
    ͞ΕΔ΂͖͕ͩɺͰ͖ͯͳ͍͜ͱ΋ଟ͍

    w ϑϩϯτόοΫΤϯυωΠςΟϒ͢΂ͯશһͰ΍Δ

    View full-size slide

  58. Ϟϒϓϩͷ՝୊

    View full-size slide

  59. Ωϡʔ͕٧·Δ

    View full-size slide

  60. Ωϡʔ٧·Γ໰୊
    w 8*1 ࢓ֻΓ
    ̍ͷͨΊʜ
    େ͖ͳλεΫΛ࢝ΊΔͱɺͦΕҎ֎͕ਐ·ͳ͘ͳΔ
    Ωϡʔ͕ʮ٧·Δʯ
    ʮ࢓ࣄ͕ྲྀΕ͍ͯΔ͜ͱʯͷ֬ೝ͕ඞཁ

    View full-size slide

  61. εϧʔϓοτ͕མͪΔ

    View full-size slide

  62. εϧʔϓοτ௿Լ໰୊
    w 8*1ʢ࢓ֻΓʣ̍ͷͨΊʜ
    ฒྻ౓͕௿͍
    શମͷΞ΢τϓοτͷ૯ྔ͕Ͳ͏ͯ͠΋Լ͕Δ
    ෺ྔ೚ͤͰͨ͘͞Μ࡞Εͳ͍
    ࡞Δ΋ͷͷਫ਼౓ɺॱ൪͕େࣄ

    View full-size slide

  63. .PC1SPHSBNNJOH
    ,BOCBO
    4DSVN
    Ωϡʔ٧·Γ
    εϧʔϓοτˣ
    ࡞ۀײ
    $PNQMFYJUZ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  64. ̎ɽΧϯόϯ
    ྲྀΕͷ؅ཧ

    View full-size slide

  65. w ݟ͑ΔԽ
    ϫʔΫϑϩʔΛϘʔυʹදͯ͠ɺ࡞ۀ߲໨ΛՄࢹԽ
    w 8*1 8PSL*O1SPHSFTT࢓ֻΓ
    ͷ੍ݶ
    ૣ͘ਐΉϦτϧͷ๏ଇ
    w ྲྀΕͷ؅ཧ
    ΧϯόϯΛΧΠθϯ͠ଓ͚Δ
    Χϯόϯ
    ʮ࢝ΊΔͷΛ΍Ίͯɺ
    ऴΘΒͤΔ͜ͱΛ͸͡ΊΔʯ

    View full-size slide

  66. ͳͥΧϯόϯʁ

    View full-size slide

  67. Ϟϒϓϩͱ૬ੑ͕͍͍

    View full-size slide

  68. ϞϒͱΧϯόϯ
    w ݪཧతʹɺϞϒͷࢥ૝ͱͱͯ΋૬ੑ͕͍͍
    w 8*1੍ݶ
    w Ϧιʔεޮ཰ΑΓ΋ϑϩʔޮ཰Λॏࢹ
    w 'MPXྲྀΕΛ؅ཧ͢Δ
    w ϫʔΫϑϩʔͷՄࢹԽ
    w λεΫਐḿͷՄࢹԽ
    ϞϒϓϩͷఱఢɺʮΩϡʔ٧·Γʯͷରࡦ

    View full-size slide

  69. Χϯόϯͷ࣮૷

    View full-size slide

  70. ๻ͨͪͷΧϯόϯ
    ̎ͭͷΧϯόϯ
    w ։ൃ༻ిࢠΧϯόϯʢ,BOCBOJ[Fʣ
    εϫοϓεϖʔε
    w ϓϩμΫτશମ༻෺ཧΧϯόϯ
    ৘ใϥδΤʔλ

    View full-size slide

  71. ։ൃΧϯόϯ
    w ։ൃͷλεΫϫʔΫϑϩʔ͕ՄࢹԽ͞Ε͍ͯΔΧϯόϯ
    λεΫͷ਺ΛݟΕ͹ਐḿ͕Θ͔Δ
    w ిࢠΧϯόϯʢ,BOCBOJ[FʣΛར༻
    λεΫ͕ࡉ͔͘มߋ͕ଟ͍
    ϦϞʔτ΁ͷରԠɺ࡞ۀཤྺ

    View full-size slide

  72. σϑΥϧτϨʔϯ
    ϫʔΫϑϩʔʹԊͬͯλεΫ͕ਐΉ

    View full-size slide

  73. ۓٸϨʔϯ
    ো֐౳ɺ࠷༏ઌλεΫ
    Ϩʔϯ8*1

    View full-size slide

  74. 5PQJDϨʔϯ
    ෼ׂͯ͠λεΫʹ
    1#*

    View full-size slide

  75. ॳظͷࠒ…
    ͸΍ͬͬ͆
    ࢓ࣄϏϡϯϏϡϯਐΉΑ͆͆

    View full-size slide

  76. ॳظͷࠒ…
    ͸΍ͬͬ͆
    ࢓ࣄϏϡϯϏϡϯਐΉΑ͆͆
    ͜ͳ͍ͩཔΜͩΞϨɺ
    ·ͩऴΘΜͳ͍ͷ͔ͳʜ

    View full-size slide

  77. ॳظͷࠒ…
    ͸΍ͬͬ͆
    ࢓ࣄϏϡϯϏϡϯਐΉΑ͆͆
    ͜ͳ͍ͩཔΜͩΞϨɺ
    ·ͩऴΘΜͳ͍ͷ͔ͳʜ

    View full-size slide

  78. Ձ஋ֶͼ͕ಘΒΕΔ୯Ґ
    λεΫ
    ͪ͜ΒͷྲྀΕͷ؂ࢹˍαΠζ؅ཧ͕େࣄʂ

    View full-size slide

  79. શνʔϜΧϯόϯ
    w νʔϜશମͰى͍ͬͯ͜Δ͜ͱͷՄࢹԽ
    w ӦۀҊ݅΍ΫϦΤΠλʔͷਐḿͳͲ
    w ෺ཧΧϯόϯ৘ใϥδΤʔλ
    w ෳ਺ͷ৬छͰ࢖͏ͷͰɺΈΜͳ͕ݟ͑Δͱ͜Ζʹ
    w ཻ౓͸ߥ͍͍ͯ͘
    νʔϜͰى͖͍ͯΔ͜ͱ͕͢΂ͯΘ͔Δʂ

    View full-size slide

  80. Ӧۀ׆ಈʜ
    ഑৴४උʜ
    ड஫ʂ
    ഑৴ʂ

    View full-size slide

  81. ։ൃͬͯɺ
    νʔϜͷ̎̌ˋ͘Β͍͔͠ແ͍ʂ

    View full-size slide

  82. Χϯόϯͷ՝୊

    View full-size slide

  83. ࡞ۀ͜ͳͯ͠Δײ

    View full-size slide

  84. ࡞ۀ͜ͳͯ͠Δײ໰୊
    w λΠϜϘοΫε͕ͳ͍
    ʮӬٱʹ࢓ࣄ͕ଓ͘ʯϚϯʹʜ
    w ༏ઌॱҐΛܾΊΔϓϩηε͕ͳ͍
    ʮ্͔Βॱʹ͜ͳ͢ʯϚϯʹʜ
    w ϑΟʔυόοΫΛऔΓࠐΉػߏ͕ͳ͍
    ʮ࡞ͬͨΒ࡞Γͬͺͳ͠ʯϚϯʹʜ
    ϓϩμΫτΦʔφʔγοϓΛ։ൃνʔϜʹʂ

    View full-size slide

  85. .PC1SPHSBNNJOH
    ,BOCBO
    4DSVN
    Ωϡʔ٧·Γ
    εϧʔϓοτˣ
    ࡞ۀײ
    $PNQMFYJUZ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  86. ̏ɽεΫϥϜ
    ʻʻϑΟʔυόοΫϧʔϓͷ؅ཧʼʼ

    View full-size slide

  87. w ̏ͭͷϩʔϧ
    ϓϩμΫτΦʔφʔɺεΫϥϜϚελʔɺ։ൃνʔϜ
    w ̑ͭͷΠϕϯτ
    εϓϦϯτɺεϓϦϯτϓϥϯχϯάɺσΠϦʔεΫϥ
    ϜɺεϓϦϯτϨϏϡʔɺεϓϦϯτϨτϩεϖΫςΟϒ
    w ̏ͭͷ੒Ռ෺
    ϓϩμΫτόοΫϩάɺεϓϦϯτόοΫϩάɺΠϯΫϦ
    ϝϯτ
    εΫϥϜ
    ෳࡶͰมԽͷܹ͍͠໰୊ʹ
    ରԠ͢ΔͨΊͷϑϨʔϜϫʔΫ

    View full-size slide

  88. ͳͥεΫϥϜʁ

    View full-size slide

  89. ΧϯόϯͰ଍Γͳ͔ͬͨ
    ΋ͷΛิ͏ͨΊ

    View full-size slide

  90. ΧϯόϯεΫϥϜεΫϥϜόϯ
    λΠϜϘοΫεεϓϦϯτ
    ༏ઌॱҐϦϑΝΠϯϝϯτϓϥϯχϯά
    ϑΟʔυόοΫϨϏϡʔ
    εΫϥϜΠϕϯτΛ࣮૷͠
    Χϯόϯʹ଍Γͳ͔ͬͨ఺Λิͬͨ

    View full-size slide

  91. εΫϥϜͷ࣮૷

    View full-size slide

  92. ๻ͨͪͷεΫϥϜ
    w 10։ൃ੹೚ऀʢΤϯδχΞϦϯάϚωδϟʔʣ
    ҙࢥܾఆ͸଎͍͕ɺਫ਼౓͸མͪΔ
    w 4.΅͘ʢ։ൃνʔϜ݉೚ʣ
    w ։ൃνʔϜ໊̑
    ϞϒϓϩͰࣗݾ૊৫ԽˍػೳԣஅνʔϜʂʂ

    View full-size slide

  93. όοΫϩάϦϑΝΠϯϝϯτ
    w -PEFPͰ͸͔ͳΓॏཁͳΠϕϯτ
    w 8*1͕௿͍ʢಉ࣌ʹͨ͘͞Μ࡞Βͳ͍ʣͨΊ
    ࡞Δॱ൪͕େࣄ
    ࡞Γ࢝ΊΔલͷαΠδϯά͕େࣄ
    10͚ͩͰ൑அͰ͖ͳ͍έʔε΋ଟ͍ͨΊɺ
    ͳΔ΂͘εςʔΫϗϧμʔΛूΊͯ։࠵

    View full-size slide

  94. όοΫϩάϦϑΝΠϯϝϯτ
    w ن໛ݟੵΓΛ͠ͳ͍
    1#*ͷεϥΠγϯάͰରԠ
    w ༏ઌॱҐ͸$% $PTUPG%FMBZ%JWJEFECZ%VSBUJPO

    ͍ͭ·Ͱ։࢝Λ஗Εͤ͞ΒΕΔ͔ʁ

    View full-size slide

  95. ϨτϩεϖΫςΟϒ
    w ৼΓฦΓɺ,15Ͱ΍Δ͜ͱ͕ଟ͍
    ؾ෼Ͱ'VO%POF-FBSO΍:85
    w ൃݴ͠΍͍͢৔࡞ΓΛେ੾ʹ
    ΞΠεϒϨΠΫʹΞφϩάήʔϜʂ
    w ࣍ͷεϓϦϯτͰ΍Δ͜ͱΛ͚ܾ̍ͭͩΊΔ
    ੝Γ্͕Γ͗ͯ͢
    ͏Δ͍͞ͱۤ৘͕དྷΔ͜ͱ΋ʜ

    View full-size slide

  96. ϨϏϡʔ
    w εςʔΫϗϧμʔ͚ͩͰϨϏϡʔͰ͖ͳ͍͜ͱ΋ଟ͍
    FH഑৴͠ͳ͍ͱޮՌ͕Θ͔Βͳ͍ʂ
    FH୅ཧళӦۀͷ൓Ԡ͕ಡΊͳ͍ʂ
    w ఆظతʹ͸࣮ࢪͯ͠ͳ͍
    w ΠϯΫϦϝϯπʹͳͬͨΒ͙͢ɺ࢖͏ਓʹݟͤΔ
    جຊɺ։ൃ͕0,ͳΒຊ൪·ͰϦϦʔε
    ࢖ΘΕΔ·ͰͷλΠϜϥάΛߟྀ͠ɺεϐʔυॏࢹ

    View full-size slide

  97. εΫϥϜͷ՝୊

    View full-size slide

  98. ΄Μͱ͏ͷ10ʁ

    View full-size slide

  99. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ

    View full-size slide

  100. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ԕ͍
    ൑அ஗͍
    ͍ۙ
    ൑அ଎͍
    ਫ਼౓ߴ͍ ਫ਼౓௿͍

    View full-size slide

  101. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ԕ͍
    ൑அ஗͍
    ͍ۙ
    ൑அ଎͍
    ਫ਼౓ߴ͍ ਫ਼౓௿͍
    10͸։ൃ੹೚ऀ͕ϕετͩͱࢥ͕ͬͨɺ
    Ϗδωεతͳݱ৔ײ֮΍େہతͳϏδϣϯ
    ͕ϘτϧωοΫʹ
    w 1#*ࡉ෼Խ
    w ௚ۙͷ༏ઌ౓
    w 1#*ੜ੒
    w ௕ظతͳઓུ

    View full-size slide

  102. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ԕ͍
    ൑அ஗͍
    ͍ۙ
    ൑அ଎͍
    ਫ਼౓ߴ͍ ਫ਼౓௿͍
    10͸։ൃ੹೚ऀ͕ϕετͩͱࢥ͕ͬͨɺ
    Ϗδωεతͳݱ৔ײ֮΍େہతͳϏδϣϯ
    ͕ϘτϧωοΫʹ
    ϏδωεΛר͖ࠐΜͰɺ
    10νʔϜΛܗ੒ͯ͠ղܾΛࢼΈ͍ͯΔ

    View full-size slide

  103. -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ
    .PC1SPHSBNNJOH
    ,BOCBO
    4DSVN
    Ωϡʔ٧·Γ
    εϧʔϓοτˣ
    ࡞ۀײ
    $PNQMFYJUZ

    View full-size slide

  104. ࡉ෦͹͔Γͩͱɺ
    શମͷྲྀΕ͕ݟ͑ʹ͍͘Ͱ͢Ͷʜ

    View full-size slide

  105. ࣾ಺"HJMFίϛϡχςΟͰ΋
    ಉ͡Α͏ͳ՝୊͕ʜ
    ʮΈΜͳͷνʔϜͷϓϩηεΛൺֱอଘ͍ͨ͠ʯ
    ʮΘ͔Γ΍͘͢ՄࢹԽ͢Δํ๏͸ͳ͍͔ʁʯ

    View full-size slide

  106. ʮ٢ాࣜʯ
    ։ൃϓϩηεՄࢹԽϝιου

    View full-size slide

  107. ʮ٢ాࣜʯ
    ։ൃϓϩηεՄࢹԽϝιου
    ͦΕͧΕҟͳΔݱ৔ͷʮ͍·͜͜ʯ
    ΛܗࣜԽ͢ΔͨΊߟҊ
    $"ࣾ಺"HJMFίϛϡχςΟ
    ʮ.BLF1FPQMF"XFTPNFθϛʯ௕
    ٢ాߒҰࢣঊ
    ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ

    View full-size slide

  108. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ
    ʮ٢ాࣜʯ։ൃϓϩηεՄࢹԽϝιου
    *0ʹண໨͢Δ
    ϧʔϓΛ֬ೝ͢Δ
    ղ૾౓Λ্͛Δ

    View full-size slide

  109. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ
    -0%&0ͷ৔߹

    View full-size slide

  110. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ

    View full-size slide

  111. Χϯόϯ
    Ϟϒϓϩ

    View full-size slide

  112. εΫϥϜ
    Χϯόϯ
    Ϟϒϓϩ

    View full-size slide

  113. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ
    ̍ɽ*0ʹண໨͢Δ

    View full-size slide

  114. *OQVU
    0VUQVU
    'VODUJPO
    w Πϕϯτʹ͸*0͕͋Δ
    w Ͳ͏ม׵͢Δ͔ʁ͕࣮૷
    w ձٞͷΞδΣϯμʹͳΔ
    ̍ɽ*0ʹண໨͢Δ

    View full-size slide

  115. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ
    ̎ɽϧʔϓΛ֬ೝ͢Δ

    View full-size slide

  116. ϑΟʔυόοΫϧʔϓ
    ͕͋Δ͔ʁ

    View full-size slide

  117. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ϑΟʔυόοΫ
    ཁ݅
    ಈ࡞͢Δ
    ιϑτ΢ΣΞ
    ̏ɽղ૾౓Λ্͛Δ

    View full-size slide

  118. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ̍೥લ͸ʜ

    View full-size slide

  119. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ̍೥લ͸ʜ
    Ψϯτνϟʔτ

    View full-size slide

  120. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ̍೥લ͸ʜ
    Ψϯτνϟʔτ
    ͻͱͷͱ͜Ζ͸
    Α͘Θ͔Βͳ͍

    View full-size slide

  121. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ̍೥લ͸ʜ
    Ψϯτνϟʔτ
    ͻͱͷͱ͜Ζ͸
    Α͘Θ͔Βͳ͍

    Ͳ͏΍ͬͯҙࢥܾఆ͍ͯ͠Δ͔
    Θ͔Βͳ͍
    ʹݴΘΕͨ΋ͷΛͨͩ࡞Δ

    View full-size slide

  122. ཁ݅
    ϑϩʔ
    Ϣʔβʔ
    ϑϩʔ
    ։ൃ
    ϑϩʔ
    ̍೥લ͸ʜ
    Ψϯτνϟʔτ
    ͻͱͷͱ͜Ζ͸
    Α͘Θ͔Βͳ͍

    Ͳ͏΍ͬͯҙࢥܾఆ͍ͯ͠Δ͔
    Θ͔Βͳ͍
    ʹݴΘΕͨ΋ͷΛͨͩ࡞Δ
    ͔ͭΘΕ͍ͯΔ͔
    Θ͔Βͳ͍
    ͭͬͨ͘Βͭ͘Γͬͺͳ͠

    View full-size slide

  123. ղ૾౓Λ্͛Δ
    ʹӽڥ

    View full-size slide

  124. ղ૾౓Λ্͛Δ
    ʹӽڥ
    ։ൃͷղ૾౓ˢ
    ʹ։ൃνʔϜͷӽڥ

    View full-size slide

  125. ཁ݅ͷղ૾౓ˢ
    ʹϏδωεଆ΁ͷӽڥ
    ղ૾౓Λ্͛Δ
    ʹӽڥ
    ։ൃͷղ૾౓ˢ
    ʹ։ൃνʔϜͷӽڥ

    View full-size slide

  126. ཁ݅ͷղ૾౓ˢ
    ʹϏδωεଆ΁ͷӽڥ
    Ϣʔβʔଆͷղ૾౓ˢ
    ʹϢʔβʔଆ΁ͷӽڥ
    ղ૾౓Λ্͛Δ
    ʹӽڥ
    ։ൃͷղ૾౓ˢ
    ʹ։ൃνʔϜͷӽڥ

    View full-size slide

  127. ʮΈΜͳʯʹ։ൃνʔϜ
    ͔Β
    ʮΈΜͳʯʹϓϩμΫτશମ΁ʂ
    -0%&0ྲྀʮ"HJMF։ൃʯ
    ʮΈΜͳͰͭ͘Δʯ

    View full-size slide

  128. ʮਖ਼ͭ͘͘͠Δʯղ૾౓͸ߴ·͖ͬͯͨɻ
    νʔϜ͕ಉ͡ํ޲Λ޲͚͍ͯΔײ͕֮͋Δ

    View full-size slide

  129. ͚ͲɺϓϩμΫτ͕͏·͍͔͘͘͸ผ໰୊
    ͘͢͝୺తʹݴ͏ͱʮṶ͔Δʯ

    View full-size slide

  130. ͜ͷ͋ͨΓ
    ͪΌΜͱ΍ΕͯΔʜʁ

    View full-size slide

  131. ԾઆݕূܕΞδϟΠϧͱͷରൺ
    Šਖ਼͍͠΋ͷΛਖ਼͘͠࡞Δ

    View full-size slide

  132. ԾઆݕূܕΞδϟΠϧͱͷରൺ
    Šਖ਼͍͠΋ͷΛਖ਼͘͠࡞Δ
    ਖ਼ͭ͘͘͠Δ
    ͸ճ͍ͬͯͦ͏

    View full-size slide

  133. ԾઆݕূܕΞδϟΠϧͱͷରൺ
    Šਖ਼͍͠΋ͷΛਖ਼͘͠࡞Δ
    ਖ਼͍͠΋ͷΛͭ͘Δ
    ͷղ૾౓͕௿͍
    ਖ਼ͭ͘͘͠Δ
    ͸ճ͍ͬͯͦ͏

    View full-size slide

  134. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ͜͏͍͏։ൃΛ΍Γ͕ͪ

    View full-size slide

  135. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ͜͏͍͏։ൃΛ΍Γ͕ͪ
    ͜͏͍͏ࣄۀ

    View full-size slide

  136. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ͜͏͍͏։ൃΛ΍Γ͕ͪ
    ͜͏͍͏ࣄۀ

    View full-size slide

  137. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ͜͏͍͏։ൃΛ΍Γ͕ͪ
    ͜͏͍͏ࣄۀ
    ਖ਼ͭ͘͘͠Δʂ

    View full-size slide

  138. ਆ10
    ਅͷ10
    10 ୅ཧ

    ໾һ
    Ϗδωε੹೚ऀ
    ։ൃ੹೚ऀ
    ͜͏͍͏։ൃΛ΍Γ͕ͪ
    ͜͏͍͏ࣄۀ
    ਖ਼ͭ͘͘͠Δʂ
    lϙΠϯτΞϩʔܕ։ൃ

    View full-size slide

  139. ࣾ಺͍ͨΔͱ͜Ζʹ
    ͋ΔΑ͏ʹࢥ͑Δʜ

    View full-size slide

  140. ࣾ಺͍ͨΔͱ͜Ζʹ
    ͋ΔΑ͏ʹࢥ͑Δʜ

    View full-size slide

  141. ͜͏͢Δͱηοτϕʔεͱ΋
    ͱΕΔؾ΋͢Δʜ
    ͜͏͍͏ઓ͍ํͳͷ͔΋͠Εͳ͍ʜ

    View full-size slide

  142. ݱ৔ͷղ૾౓Ͱ
    ʮਖ਼͍͠΋ͷΛ͕͢͞ʯ
    Λ΍Γ͍ͨʂ

    View full-size slide

  143. ͜Ε͔ΒͷτϥΠ
    ਖ਼͍͠΋ͷΛΈΜͳͰ୳͢
    w ԾઆΛཱͯΔɺݕূ͢Δ
    ߹ٞͰ͸ͳ͍ɺηοτϕʔε
    ےͷྑͦ͞͏ͳԾઆΛݟ͚ͭΔྗɺͦΕΛݚ͙ྗ
    ԾઆΩϟϯόε
    w ͜ͷੈքͷॅਓʹͳΔ
    Ϗδωεͷղ૾౓Λ্͛Δʂ
    FH঎ஊʹಉ੮͢Δ

    View full-size slide

  144. ·ͱΊ
    w -0%&0ྲྀʮਖ਼ͭ͘͘͠ΔʯʮΈΜͳͰͭ͘Δʯ
    ϞϒϓϩάϥϛϯάΧϯόϯεΫϥϜ
    ӽڥʂ
    w ʮਖ਼͍͠΋ͷΛ͕͢͞ʯ
    Ծઆݕূͱηοτϕʔε
    ࣍ͷӽڥʂ

    View full-size slide

  145. ਖ਼ͭ͘͘͠ΔɺΈΜͳͰͭ͘Δɻ
    ͦͯ͠ਖ਼͍͠΋ͷΛ
    ΈΜͳͰ͕͢͞ɻ

    View full-size slide

  146. Thank you
    For Your Kind Attention!

    View full-size slide