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Hello, Swift Concurrency world.

Hello, Swift Concurrency world.

iOSDC Japan 2021 Talk about Swift Concurrency

[email protected]

September 19, 2021
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  1. Hello!!

    TIJ[
    J04%$+BQBO
    )FMMP 4XJGU$PODVSSFODZXPSME

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  2. @stzn3
    shiz(ͣ͠)
    @shiz
    stzn
    ෱Ԭࡏॅ iOSΤϯδχΞ
    SwiftݴޠΨΠυ೔ຊޠ൛ ࡞੒த: GitHub αΠτURL

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  3. w ඇಉظॲཧ΍ಉ࣌ฒߦॲཧΛɺΘ͔Γ΍͘͢ɺ҆શʹॻͨ͘
    Ίͷݴޠػೳ
    w ॻ͖ํ͚ͩͰ͸ͳ͘ɺύϑΥʔϚϯεͷ࠷దԽ΋໨ࢦ͍ͯ͠Δ
    w 4XJGU͔Β࢖༻Մೳ

    ˞J04 NBD04 UW04 XBUDI04 ·ͩະఆ

    4XJGU$PODVSSFODZ
    ⚠࣌఺ͷ৘ใΛجʹൃදΛߏ੒

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  4. "TZODBXBJU "DUPS4FOEBCMF
    5BTL"1*
    Hello!!

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  5. "TZODBXBJU 5BTL"1* "DUPS4FOEBCMF

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  6. "TZODBXBJUͱ͸ʁ
    w ඇಉظॲཧΛɺಉظॲཧͱಉ͡Α͏ͳํ๏ͰɺΑΓಡΈ΍͢
    ͘ɺΑΓਖ਼֬ʹॻ͚ΔΑ͏ʹͨ͠৽͍͠ߏจ

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  7. "TZODBXBJU
    w ίʔϧόοΫܗࣜͷ೉͠͞
    w "TZODBXBJUߏจ
    w εϨουϞσϧ

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  8. "TZODBXBJU
    w ίʔϧόοΫܗࣜͷ೉͠͞
    w "TZODBXBJUߏจ
    w εϨουϞσϧ

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  9. ैདྷͷίʔϧόοΫܗࣜ
    ֎෦͔ΒσʔλΛऔಘͯ͠αϜωΠϧը૾Λੜ੒

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  10. ैདྷͷίʔϧόοΫܗࣜ

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  11. ωετ͕ਂ͘ͳΔ
    ಡΈͮΒ͍

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  12. هड़ͨ͠ॱ൪௨Γʹ࣮ߦ͞Εͳ͍࣮ߦ͞ΕΔλΠϛϯά΋ෆ໌ྎ
    ॲཧͷྲྀΕ͕ෳࡶ
    ؔ਺Λൈ͚ͨޙ
    Ͳ͔͜ͷ࣌఺Ͱ࣮ߦ͞ΕΔ
    ݁ՌΛड͚औΔλΠϛϯά࣍ୈ

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  13. ݺͼग़͠๨ΕΛى͜͢ϦεΫ͕͋ΔίϯύΠϥ͸Կ΋ॿ͚ͯ͘Εͳ͍
    खಈͰ݁ՌΛฦ͢

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  14. "TZODBXBJU
    w ίʔϧόοΫܗࣜͷ೉͠͞
    w "TZODBXBJUߏจ
    w εϨουϞσϧ

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  15. "TZODBXBJUߏจ

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  16. γϯϓϧʹॻ͚Δ ॻ͘ྔ΋ωετ΋ݮΔ

    ίʔϧόοΫܗࣜ
    "TZODBXBJU

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  17. هड़௨Γʹॲཧ͞ΕΔ
    ্͔ΒԼ΁ࣗવͳྲྀΕ

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  18. ίϯύΠϥ͕ॲཧͷ໭͠๨ΕΛ๷͍Ͱ͘ΕΔ
    ݁ՌΛฦ͔͢ΤϥʔΛεϩʔ͢Δ

    ίϯύΠϥ͕αϙʔτͯ͘͠ΕΔ

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  19. BTZODΩʔϫʔυΛ෇͚Δ͜ͱͰ
    ॲཧͷ్தͰTVTQFOE˞͢ΔՄೳੑΛίϯύΠϥʹ఻͑Δ
    BTZOD
    ˞TVTQFOE தஅ


    ݱࡏͷॲཧΛதஅ͠ɺ࣮ߦ͍ͯͨ͠εϨουͰଞͷॲཧΛ࣮ߦՄೳʹ͢Δ͜ͱ

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  20. BXBJUͱTVTQFOE
    BXBJUͷλΠϛϯάͰTVTQFOE͢Δ
    ࣮ࡍʹTVTQFOE͢Δ஍఺ΛTVTQFOTJPOQPJOU தஅ఺
    ͱݺͿ
    ⚠γεςϜ͕ඞཁͩͱ൑அͨ࣌͠ͷΈTVTQFOE͢Δ
    ⚠BTZODͷίϯςΩετ্ͰͷΈBXBJUՄೳ

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  21. SFTVNF
    ˞SFTVNF ࠶։


    TVTQFOE͍ͯͨ݁͠Ռ͕ฦ͖ͬͯͯॲཧΛ࠶։͢Δ͜ͱ
    ݁Ռ͕ฦͬͯ͘ΔͱॲཧΛresume˞͢Δ

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  22. SFTVNF
    ⚠BXBJUલͱಉ͡εϨουͰSFTVNF͞ΕΔΘ͚Ͱ͸ͳ͍

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  23. w Τϥʔ͕ൃੜ͢ΔՄೳੑ͕͋Δ৔߹͸એݴʹUIPSXTΛ෇͚Δ
    w Τϥʔ͕ൃੜ͢ΔՄೳੑ͕͋ΔॲཧΛݺͼग़͢ࡍ͸USZ͕ඞཁ
    w ΤϥʔΛεϩʔ͍ͨ͠৔߹͸UISPX͢Δ
    ΤϥʔϋϯυϦϯά

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  24. "TZODBXBJUߏจ
    ಉظॲཧͱ΄΅ಉ͡Α͏ʹඇಉظॲཧΛॻ͚Δ
    BTZODɺBXBJUΛ෇͚Δ͚ͩ

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  25. GPSϧʔϓ "TZOD4FRVFODF

    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOGPVOEBUJPOVSMMJOFT
    SFBEPOMZHFUϓϩύςΟ
    JOJUBTZOD

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  26. ଞͷ'SBNFXPSL΋ଓʑରԠ
    4XJGU6*
    63-4FTTJPO
    $PSF%BUB
    /PUJ
    fi
    DBUJPO
    $FOUFS
    ⚠ར༻Մೳͳόʔδϣϯͷ֬ೝ͕ඞཁ

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  27. IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUXJUIDIFDLFEUISPXJOHDPOUJOVBUJPO
    DPOUJOVBUJPOΛ࢖ͬͯ
    ॲཧΛ࠶։ SFTVNF
    ͢Δ
    XJUI$IFDLFE5ISPXJOH$POUJOVBUJPOͰғΉ
    طଘͷίʔϧόοΫܗࣜΛBTZODBXBJUʹม׵͢Δ

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  28. ܧଓతʹ஋Λग़ྗ͢Δ"1*ΛBTZODBXBJUʹม׵ "TZOD4USFBN

    ίʔϧόοΫ΍σϦήʔτϕʔεͷ"1*
    ΤϥʔͰऴྃ
    ZJFMEͰ஋Λग़ྗ
    ग़ྗΛਖ਼ৗʹऴྃ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUBTZODUISPXJOHTUSFBN

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  29. "TZODBXBJU
    w ίʔϧόοΫܗࣜͷ೉͠͞
    w "TZODBXBJUߏจ
    w εϨουϞσϧ

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  30. (SBOE$FOUSBM%JTQBUDI ($%

    ͷεϨουϞσϧ

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  31. ॲཧ͕ೖΔͱ%JTQBUDI2VFVF͕εϨουΛىಈ͢Δ
    2VFVF
    εϨου εϨου εϨου εϨου
    ڞ༗εϨουϓʔϧ
    εϨου
    ॲཧ
    ॲཧ

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  32. $PODVSSFOU
    2VFVF
    εϨου εϨου εϨου εϨου
    ڞ༗εϨουϓʔϧ
    εϨου
    ॲཧ
    ॲཧ
    $PODVSSFOU2VFVF͸ෳ਺ͷεϨουΛੜ੒͢Δ
    ॲཧ
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ

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  33. $PODVSSFOU
    2VFVF
    ڞ༗εϨουϓʔϧ
    εϨου
    ॲཧ
    $PODVSSFOU2VFVF͸ෳ਺ͷεϨουΛੜ੒͢Δ
    ॲཧ
    εϨου
    ॲཧ

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  34. $PODVSSFOU
    2VFVF
    /FXεϨου
    ڞ༗εϨουϓʔϧ
    εϨου
    ॲཧ
    $PODVSSFOU2VFVF͸ෳ਺ͷεϨουΛੜ੒͢Δ
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    🪄

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  35. $PODVSSFOU
    2VFVF
    ڞ༗εϨουϓʔϧ
    $PODVSSFOU2VFVF͸ෳ਺ͷεϨουΛੜ੒͢Δ
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    /FXεϨου /FXεϨου /FXεϨου /FXεϨου /FXεϨου

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  36. εϨου
    📋
    εϨου͸ϝϞϦΛফඅ͢Δ
    εϨουΛ௥੻͢ΔͨΊͷ৘ใ΍
    ଞͷεϨουΛ࠶։ͤ͞Δ
    MPDL৘ใΛอ࣋

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  37. εϨου εϨου εϨου
    ϝϞϦΦʔόʔϔου
    ϒϩοΫ͞ΕͨεϨου
    εϨου
    📋
    📋 📋 📋
    ϝϞϦΛ࿘අ͢Δ
    4FSJBM2VFVFTZOD 4FSJBM2VFVFTZOD
    εϨου
    📋
    εϨου
    📋
    εϨου
    📋
    εϨου
    📋

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  38. εϨου εϨου εϨου εϨου εϨου εϨου εϨου εϨου εϨου
    εϨου͕ੜ੒͞ΕΔͨͼʹεϨουΛ੾Γସ͑Δ
    ա৒ʹൃੜˠଞͷॲཧͷ࣮ߦΛ஗Ԇͤ͞ΔՄೳੑ͋Γ
    εέδϡʔϦϯάΦʔόʔϔου

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  39. $PODVSSFOU
    2VFVF
    ڞ༗εϨουϓʔϧ
    σόΠεͰεϨουͷ্ݶ͕͋Δ
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    🪄
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    εϨου
    ॲཧ
    💨

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  40. 5ISFBE&YQMPTJPO
    IUUQTEFWFMPQFSBQQMFDPNGPSVNTUISFBE
    IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED UJNF
    IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED UJNF

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  41. 4XJGU$PODVSSFODZͷ
    εϨουϞσϧ

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  42. εϨου εϨου εϨου εϨου
    ڠௐεϨουϓʔϧ
    $16 ࿦ཧ
    ίΞ਺Ͱݻఆ
    ݻఆ௕ $16 ࿦ཧ
    ίΞ਺෼
    ͷεϨουΛ࣋ͭ
    ڠௐεϨουϓʔϧΛ࢖ͬͯεϨουΛ࠶ར༻
    4XJGU$PODVSSFODZ

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  43. εϨου
    $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO
    $POUJOVBUJPO $POUJOVBUJPO
    εϨου
    $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO
    ϒϩοΫ͞Εͨ$POUJOVBUJPO
    εϨουΑΓ΋ܰྔͳ$POUJOVBUJPOΛ࢖ͬͯॲཧΛߦ͏
    εϨουΛϒϩοΫ͠ͳ͍
    4XJGU$PODVSSFODZ

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  44. εϨου
    εϨου
    #&'03&
    %63*/(
    "'5&3
    ଞͷॲཧ ଞͷॲཧ ଞͷॲཧ
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍
    εϨουΛϒϩοΫ͠ͳ͍

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  45. ಉظؔ਺ͷ৔߹
    GFUDI5IVNCOBJM GFUDI5IVNCOBJM
    UIVNCOBJM63-3FRVFTU
    ؔ਺ͷݺͼग़͔͠Β׬ྃ·ͰεϨουΛ઎༗ͯ͠࢖༻͢Δ
    εϨου
    GFUDI5IVNCOBJM UIVNCOBJM63-3FRVFTU GFUDI5IVNCOBJM

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  46. BTZODؔ਺ͷ৔߹
    GFUDI5IVNCOBJM
    εϨου
    GFUDI5IVNCOBJM
    EBUB GPS
    SFRVFTU

    ؔ਺Λݺͼग़͢ͱҰ୴εϨουΛ઎༗࢖༻͢Δ
    EBUB GPSSFRVFTU

    TZTUFN

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  47. BTZODؔ਺ͷ৔߹
    GFUDI5IVNCOBJM
    BXBJUͷ࣌఺ͰεϨουΛ์غͯ͠γεςϜʹฦ͢
    TZTUFN
    εϨου
    GFUDI5IVNCOBJM
    EBUB GPS
    SFRVFTU

    ⚠TVTQFOE͸γεςϜ͕ඞཁͩͱ൑அͨ࣌͠ͷΈ
    EBUB GPSSFRVFTU

    BXBJU

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  48. BTZODؔ਺ͷ৔߹
    GFUDI5IVNCOBJM
    εϨου͸ղ์͞ΕɺଞͷॲཧΛ࣮ߦͰ͖Δ
    εϨου
    GFUDI5IVNCOBJM
    EBUB GPS
    SFRVFTU

    EBUB GPSSFRVFTU

    BXBJU
    TZTUFN

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  49. BTZODؔ਺ͷ৔߹
    GFUDI5IVNCOBJM
    SFTVNFͯ͠࠶ͼεϨουΛ઎༗࢖༻͢Δ
    GFUDI5IVNCOBJM
    SFTVNF
    EBUB GPSSFRVFTU

    εϨου
    GFUDI5IVNCOBJM
    EBUB GPS
    SFRVFTU

    EBUB GPS
    SFRVFTU

    BXBJU
    EBUB GPSSFRVFTU

    ⚠ඞͣಉ͡εϨουͰSFTVNF͢Δͱ͸ݶΒͳ͍
    TZTUFN

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  50. BTZODؔ਺ͷ৔߹
    GFUDI5IVNCOBJM GFUDI5IVNCOBJM
    SFTVNF
    EBUB GPSSFRVFTU

    εϨου
    GFUDI5IVNCOBJM
    EBUB GPS
    SFRVFTU

    EBUB GPS
    SFRVFTU

    BXBJU
    $POUJOVBUJPO $POUJOVBUJPO
    ؔ਺։͔࢝ΒTVTQFOEɺSFTVNF͔Β࣍ͷTVTQFOEɺSFTVNF͔Βؔ਺׬ྃ
    TZTUFN
    EBUB GPSSFRVFTU

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  51. εϨου
    $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO
    $POUJOVBUJPO $POUJOVBUJPO
    εϨου
    $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO $POUJOVBUJPO
    ϒϩοΫ͞Εͨ$POUJOVBUJPO
    εϨουΑΓ΋ܰྔͳ$POUJOVBUJPOΛ࢖ͬͯॲཧΛߦ͏
    εϨουΛϒϩοΫ͠ͳ͍
    4XJGU$PODVSSFODZ

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  52. "TZODBXBJU
    w ίʔϧόοΫܗࣜͷ೉͠͞
    w "TZODBXBJUߏจ
    w εϨουϞσϧ

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  53. "TZODBXBJU 5BTL"1* "DUPS4FOEBCMF

    View Slide


  54. 5BTL"1* "DUPS4FOEBCMF

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  55. 5BTL͸4XJGU$PODVSSFODZͷγεςϜ্ͷجຊ୯Ґ
    BTZODίʔυ͸શͯ5BTLͷதͰ࣮ߦ͞ΕΔ
    5BTLͱ͸ʁ
    5BTL
    BTZOD
    BTZOD
    BTZOD
    BTZOD
    BTZOD
    BTZOD
    $IJMEUBTL
    BTZOD
    5BTL
    BTZOD
    5BTL
    $IJMEUBTL
    BTZOD
    BTZOD
    5BTL
    BTZOD
    5BTL

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  56. 5BTL"1*ͱ͸ʁ
    w 5BTLΛੜ੒͠ɺಉ࣌ฒߦॲཧΛ࣮ߦ؅ཧ͢ΔͨΊͷػೳ
    ˞ऩ࿥࣌఺Ͱ͸·ͩ3FWJFXஈ֊ͷ΋ͷ͋ΓɺࠓޙมΘΔՄೳੑ͋Γ

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  57. 5BTL"1*
    w 4USVDUVSFE$PODVSSFODZ
    w 6OTUSVDUVSFE$PODVSSFODZ

    View Slide

  58. 5BTL"1*
    w 4USVDUVSFE$PODVSSFODZ
    w 6OTUSVDUVSFE$PODVSSFODZ

    View Slide

  59. 4USVDUVSFE$PODVSSFODZͱ͸ʁ
    w 5BTLͷதʹ$IJMEUBTLΛੜ੒͠ɺ֊૚ߏ଄Λߏஙͯ͠ɺෳ਺
    ͷॲཧΛಉ࣌ฒߦʹ࣮ߦͰ͖ΔΑ͏ʹ͢Δػೳ
    ˞4USVDUVSFE ߏ଄Խ
    ͱ͍͏໊લ͸ɺߏ଄Խϓϩάϥϛϯάʹ༝དྷ͠ɺॲཧͷ੍ޚϑϩʔ΍
    5BTLͷଘଓظ͕ؒ໌֬Ͱ͋Δ͜ͱΛ͍ࣔͯ͠·͢
    IUUQTKBXJLJQFEJBPSHXJLJߏ଄Խϓϩάϥϛϯά

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  60. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

    View Slide

  61. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

    View Slide

  62. ෳ਺ͷ63-͔ΒඇಉظʹσʔλΛऔಘ͢Δ
    "TZODBXBJUͷΈΛར༻ͨ͠৔߹

    View Slide

  63. "TZODBXBJUͷΈΛར༻ͨ͠৔߹

    View Slide

  64. ෳ਺ͷ63-͔ΒඇಉظʹσʔλΛऔಘ͢Δ
    "TZODBXBJUͷΈΛར༻ͨ͠৔߹


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  65. "TZODBXBJUͷΈΛར༻ͨ͠৔߹


    ⁞  
    ຖճ݁ՌΛBXBJU͠ͳ͍ͱ࣍ʹਐ·ͳ͍

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  66. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

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  67. લͷจ
    TZODίʔυ
    SFTVMU
    MFU
    ௨ৗͷม਺΁ͷόΠϯσΟϯά

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  68. લͷจ
    ௨ৗͷม਺΁ͷόΠϯσΟϯά
    ஋ͷॳظԽ
    TZODίʔυ
    SFTVMU
    MFU

    View Slide

  69. લͷจ
    ௨ৗͷม਺΁ͷόΠϯσΟϯά
    ஋ͷॳظԽ
    ஋ͷ୅ೖ
    TZODίʔυ
    SFTVMU
    MFU

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  70. લͷจ
    ௨ৗͷม਺΁ͷόΠϯσΟϯά
    ࣍ͷจ
    ஋ͷॳظԽ
    ஋ͷ୅ೖ
    TZODίʔυ
    SFTVMU
    MFU

    View Slide

  71. લͷจ
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    BTZODMFUม਺΁ͷόΠϯσΟϯά

    View Slide

  72. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    BTZODίʔυ
    SFTVMU
    BTZODMFU

    View Slide

  73. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    ஋ͷॳظԽ

    View Slide

  74. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    Ծͷ஋ͷ୅ೖ
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    ஋ͷॳظԽ

    View Slide

  75. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    Ծͷ஋ͷ୅ೖ
    ࣍ͷจ
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    ஋ͷॳظԽ

    View Slide

  76. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    Ծͷ஋ͷ୅ೖ
    ࣍ͷจ
    SFTVMU
    USZ
    BXBJU
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    ஋ͷॳظԽ

    View Slide

  77. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    Ծͷ஋ͷ୅ೖ
    ࣍ͷจ
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    SFTVMU
    USZ
    BXBJU
    ஋ͷॳظԽ
    ݁ՌΛ୅ೖ
    PS
    ΤϥʔΛεϩʔ

    View Slide

  78. લͷจ
    BTZODMFUม਺΁ͷόΠϯσΟϯά
    $IJMEUBTLͷੜ੒
    ஋ͷॳظԽ
    Ծͷ஋ͷ୅ೖ
    ࣍ͷจ
    ݁ՌΛ୅ೖ
    PS
    ΤϥʔΛεϩʔ
    BTZODίʔυ
    SFTVMU
    BTZODMFU
    SFTVMU
    USZ
    BXBJU

    View Slide

  79. BTZODMFU
    ⚠BTZODMFUͷ࣌఺Ͱ͸ɺUSZ΍BXBJU͸͍Βͳ͍

    View Slide

  80. BTZODMFUͷ࣌఺Ͱ$IJMEUBTLΛੜ੒ͯ͠ӈͷॲཧ͕։࢝ ·ͩTVTQFOE͠ͳ͍

    BTZODMFU




    GFUDI
    $IJMEUBTL
    $IJMEUBTL

    View Slide

  81. ࣮ࡍʹ͸BXBJUͷ࣌఺ͰTVTQFOE
    BTZODMFU


    ⁞  
    GFUDI

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  82. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

    View Slide

  83. 5BTLͷ֊૚ߏ଄
    5BTLͷܧঝؔ܎Λࣔͨ͠πϦʔΛߏங͢Δ
    NFUBEBUB
    EBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM

    View Slide

  84. 5BTL৘ใͷڞ༗
    1SJPSJUZɺΩϟϯηϧঢ়گͳͲͷ৘ใΛڞ༗͢Δ
    NFUBEBUB
    EBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    📝

    View Slide

  85. 5BTLͷϧʔϧ
    NFUBEBUB
    EBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    ⚠શͯͷ$IJMEUBTL͕׬ྃ͠ͳ͚Ε͹5BTL͸׬ྃͰ͖ͳ͍

    View Slide

  86. NFUBEBUB
    EBUB
    GFUDI0OF5IVNCOBJM
    Ωϟϯηϧͷ఻೻
    5BTLUSFF

    View Slide

  87. Ωϟϯηϧͷ఻೻
    ͋Δ$IJMEUBTLͷ݁ՌΛUSZBXBJUͨ͠ࡍʹΤϥʔ͕εϩʔ͞ΕΔͱ
    5BTLUSFF
    NFUBEBUB
    EBUB
    GFUDI0OF5IVNCOBJM
    ❌FSSPS

    View Slide

  88. Ωϟϯηϧͷ఻೻
    5BTL͸ଞͷ$IJMEUBTL΋Ωϟϯηϧঢ়ଶʹ͢Δ
    ˞ΤϥʔΛDBUDIͯ͠SFDPWFS͍ͯ͠ͳ͍લఏ

    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    ⛔DBODFM ❌FSSPS

    View Slide

  89. Ωϟϯηϧͷ఻೻
    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    ⛔DBODFM
    ⛔DBODFM ❌FSSPS
    ⛔DBODFM
    $IJMEUBTLͷ$IJMEUBTL΋Ωϟϯηϧঢ়ଶʹ͢Δ

    View Slide

  90. ⚠Ұ౓ॲཧ͕։࢝͞Εͨ$IJMEUBTL͸Ωϟϯηϧঢ়ଶͰ΋ॲཧΛܧଓ͢Δ
    ͨͩ݁͠Ռ͸࢖༻͞Εͣʹഁغ͞ΕΔ

    ڠௐతΩϟϯηϧ
    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB

    ⛔ ⛔

    View Slide

  91. 5BTL͸$IJMEUBTL͕શͯ׬͔ྃͯ͠ΒΤϥʔΛεϩʔ͢Δ
    5BTL͸࠷ޙʹΤϥʔΛεϩʔ͢Δ
    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    ❌FSSPS

    View Slide

  92. ΩϟϯηϧͷνΣοΫ
    5BTLDIFDL$BODFMMBUJPO
    5BTL͕Ωϟϯηϧ͞Ε͍ͯͨ৔߹ɺ$BODFMMBUJPO&SSPSΛεϩʔ͢Δ
    5BTLJT$BODFMMFE
    5BTL͕Ωϟϯηϧ͞Ε͍ͯͨ৔߹ɺUSVF͕ฦ͞ΕΔ

    View Slide

  93. NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    NFUBEBUB
    5BTLUSFF
    GFUDI0OF5IVNCOBJM
    EBUB
    ݺͼग़͠ଆ͸݁ՌΛड͚औΔ͚ͩ

    View Slide

  94. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

    View Slide

  95. BTZODMFUͰѻ͍ͮΒ͍ྫ
    ⚠ຖճ݁ՌΛBXBJU͠ͳ͍ͱ࣍ʹਐ·ͳ͍

    View Slide

  96. XJUI5ISPXJOH5BTL(SPVQΛ࢖ͬͯ5BTL(SPVQͷείʔϓΛ࡞੒͢Δ
    5BTL(SPVQ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUXJUIUISPXJOHUBTLHSPVQ

    View Slide

  97. HSPVQBEE5BTLͰ$IJMEUBTLΛ௥Ճ͢Δ ͜ͷ࣌఺Ͱॲཧ։࢝

    5BTL(SPVQ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUUBTLHSPVQBEEUBTL

    View Slide

  98. JE਺෼ͷ$IJMEUBTLΛੜ੒࣮ͯ͠ߦ
    5BTL(SPVQ

    View Slide

  99. ׬ྃͨ͠ॱʹSFTVNFͯ݁͠ՌΛऔಘ͢Δ
    5BTL(SPVQ
    ⚠$IJMEUBTLʹ௥Ճͨ͠ॱͰ͸ͳ͍

    View Slide

  100. 5BTL(SPVQΩϟϯηϧ
    GBMTF HSPVQ͸Ωϟϯηϧࡁ

    USVF HSPVQ͸Ωϟϯηϧࡁ

    GBMTF
    HSPVQશମΛΩϟϯηϧ͢Δ
    Ωϟϯηϧ͞Ε͍ͯͳ͚Ε͹
    $IJMEUBTLΛੜ੒͢Δ ੒ޭͨ͠ΒUSVF

    DBODFM"MM

    BEE5BTL6OMFTT$BODFMMFE QSJPSJUZPQFSBUJPO

    JT$BODFMMFE
    Ωϟϯηϧࡁ͔ΛνΣοΫ

    View Slide

  101. BTZODMFUͱ5BTL(SPVQͰҟͳΔ఺
    BTZODMFUBXBJU͍ͯ͠ͳ͍$IJMEUBTLΛ҉໧తʹΩϟϯηϧ͢Δ
    5BTL(SPVQBXBJU͍ͯ͠ͳ͍$IJMEUBTLΛ҉໧తʹΩϟϯηϧ͠ͳ͍
    lz
    lBCDEz
    USVF
    GBMTF

    View Slide

  102. 4USVDUVSFE$PODVSSFODZ
    w "TZODBXBJUͷΈΛར༻ͨ͠৔߹
    w BTZODMFU
    w 5BTLͷ֊૚ߏ଄
    w 5BTL(SPVQ

    View Slide

  103. 5BTL"1*
    w 4USVDUVSFE$PODVSSFODZ
    w 6OTUSVDUVSFE$PODVSSFODZ

    View Slide

  104. 6OTUSVDUVSFE$PODVSSFODZ
    w ੜ੒͞ΕͨείʔϓΛ௒͑Δ͜ͱ͕Ͱ͖Δಠཱͨ͠5BTLΛ࡞
    ੒͠ɺ༷ʑͳ৔ॴͰBTZODίʔυΛ࣮ߦͰ͖ΔΑ͏ʹ͢Δػೳ

    View Slide

  105. TZODίʔυ͔ΒBTZODίʔυΛ௚઀ݺͼग़͢͜ͱ͕Ͱ͖ͳ͍
    ❌BXBJUJOBGVODUJPOUIBUEPFTOPUTVQQPSUDPODVSSFODZ
    ྫ6*,JUͳͲͷ"QQMFGSBNFXPSL

    View Slide

  106. 5BTLJOJU QSJPSJUZPQFSBUJPO

    5BTLͷΠχγϟϥΠβ͔Βಠཱͨ͠5BTLΛ࡞੒Ͱ͖Δ

    ੜ੒ͱಉ࣌ʹεέδϡʔϦϯά͞Εɺݺͼग़͠ݩͷॲཧ͸ܧଓ͢Δ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUUBTLJOJU

    View Slide

  107. .BJO
    εϨου
    DPMMFDUJPO7JFX @XJMM%JTQMBZGPS*UFN"U
    5BTL
    ˏ.BJO"DUPSΛ͚ͭΔͱ.BJOεϨουͰ࣮ߦ͞ΕΔ ৄࡉ͸ͷͪ΄Ͳ

    ݺͼग़͠ଆͷίϯςΩετ 1SJPSJUZ΍"DUPSίϯςΩετͳͲ
    Λܧঝ͢Δ
    6*Λѻ͏ͷͱಉ͡1SJPSJUZͰ.BJOεϨου্Ͱ࣮ߦ͞ΕΔ
    5BTLJOJU QSJPSJUZPQFSBUJPO

    View Slide

  108. .BJO
    εϨου
    DPMMFDUJPO7JFX @XJMM%JTQMBZGPS*UFN"U
    5BTL
    ⚠ੜ੒ͨ͠είʔϓ಺Ͱɺ҉໧తͳ׬ྃͷ଴ػ΍ࣗಈΩϟϯηϧ͸͞Εͳ͍
    5BTLJOJU QSJPSJUZPQFSBUJPO

    View Slide

  109. είʔϓΛ௒͑ͨ5BTLͷϥΠϑλΠϜͷ؅ཧ
    5BTLΛอ࣋͠ɺޙͰ஋ͷऔಘ΍Ωϟϯηϧ͕Մೳ
    WBMVFϓϩύςΟͰ݁ՌΛऔಘ
    DBODFMϝιουͰ5BTLΛΩϟϯηϧ
    5BTLͷΠϯελϯεΛอ࣋

    View Slide

  110. 5BTLEFUBDIFE QSJPSJUZPQFSBUJPO

    पғͷίϯςΩετ͔Βಠཱͨ͠5BTLΛੜ੒͢Δ
    पғͷίϯςΩετΛܧঝ͠ͳ͍
    .BJO
    εϨου
    DPMMFDUJPO7JFX @XJMM%JTQMBZGPS*UFN"U

    ଞͷ
    εϨου
    5BTL
    ⚠.BJOεϨουͰ࣮ߦ͞ΕΔՄೳੑ΋͋Δ γεςϜ࣍ୈ

    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOTXJGUUBTLEFUBDIFE

    View Slide

  111. 5BTLͷ࡞੒͔Β৽͍͠֊૚ߏ଄ͷߏங
    ৽͍͠5BTL͔Β֊૚ߏ଄Λߏங͢Δ͜ͱ΋Մೳ
    ίϯςΩετͷܧঝɺڠௐతΩϟϯηϧͳͲ

    View Slide

  112. 5BTL"1*
    w 4USVDUVSFE$PODVSSFODZ
    w 6OTUSVDUVSFE$PODVSSFODZ

    View Slide

  113. 5BTL"1* "DUPS4FOEBCMF

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  114. "DUPS4FOEBCMF

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  115. σʔλڝ߹

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  116. σʔλڝ߹
    w ͭͷεϨου͕ಉ͡Մมঢ়ଶʹಉ࣌ʹΞΫηε͢Δ͜ͱ
    w গͳ͘ͱ΋Ұͭʹॻ͖ࠐΈΞΫηεؚ͕·Ε͍ͯΔ͜ͱ
    λΠϛϯά࣍ୈͰ݁Ռ͕ఆ·Βͳ͍

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  117. "DUPS4FOEBCMF

    View Slide


  118. "DUPS 4FOEBCMF

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  119. "DUPSͱ͸ʁ
    w ϓϩάϥϜ಺Ͱڞ༗͞ΕͨՄมঢ়ଶ΁ɺෳ਺ͷεϨου͔Βͷಉ
    ࣌ΞΫηεΛ๷͙ɺࢀরܕͷσʔλܕ
    w TUSVDUɺFOVNɺDMBTTʹ͍ۙػೳΛ͍࣋ͬͯΔ

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  120. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

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  121. BDUPSߏจ
    DMBTTͷ୅ΘΓʹBDUPSΛ࢖͏

    View Slide

  122. BXBJU͕ඞཁ
    "DUPS֎͔ΒͷΞΫηε

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  123. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

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  124. "DUPSJTPMBUJPO "DUPSʹΑΔִ཭

    w σϑΥϧτͰɺ"DUPSͷΠϯελϯεʹඥͮ͘એݴ͸ɺ
    "DUPSJTPMBUFE "DUPSʹִ཭͞Εͨ
    ঢ়ଶ

    ˞JNNVUBCMFΠϯελϯεϓϩύςΟ΍OPOJTPMBUFE ޙड़
    Λࢦఆͨ͠৔߹
    ͸আ֎ OPOJTPMBUFE

    w BTZODͰ͸ͳ͍"DUPSJTPMBUFEϝϯόʹ͸ɺͦͷ"DUPSͷΠϯ
    ελϯε TFMG
    ͔Β͔͠ɺಉظతʹΞΫηεͰ͖ͳ͍
    w ͦΕҎ֎͔Β͸ɺBTZODܦ༝ͰΞΫηε͢Δ

    ˞ಉ͡Ϟδϡʔϧ಺ͷɺJNNVUBCMFΠϯελϯεϓϩύςΟ΁͸ɺ௚઀Ξ
    ΫηεͰ͖Δৄࡉ

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  125. "DUPS֎͔ΒͷΞΫηε͸BTZODܦ༝
    Մมঢ়ଶ͕"DUPSͰकΒΕ͍ͯΔ
    📬 🤏




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  126. "DUPSͷ࢓૊Έ
    w "DUPS͸Ұ౓ʹҰͭͷॲཧͷΈߦ͏

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  127. εϨου εϨου εϨου εϨου
    ڠௐεϨουϓʔϧ
    4FSJBMFYFDVUPSͰॲཧΛ࣮ߦ؅ཧ
    "DUPS͸Ұ౓ʹҰͭͷॲཧͷΈߦ͏
    "DUPS

    4FSJBMFYFDVUPS
    4FSJBMFYFDVUPS
    "DUPS

    4FSJBMFYFDVUPS
    4FSJBMFYFDVUPS
    "DUPS

    4FSJBMFYFDVUPS
    4FSJBMFYFDVUPS

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  128. εϨου
    $PVOUFS $
    εϨου
    0UIFS
    εϨου
    0UIFS
    Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ

    View Slide

  129. Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    εϨου
    $PVOUFS $
    $
    εϨου
    0UIFS
    εϨου
    0UIFS
    ผͷॲཧΛ࣮ߦதͷ৔߹͸ॱ൪଴ͪ
    BXBJUDPVOUFSJODSFNFOU

    View Slide

  130. Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    BXBJUDPVOUFSJODSFNFOU
    εϨου
    $PVOUFS $
    $
    εϨου
    0UIFS
    εϨου
    0UIFS

    View Slide

  131. εϨου
    0UIFS
    Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    BXBJUDPVOUFSJODSFNFOU
    εϨου
    0UIFS
    ˞$PVOUFSʹଞʹ࣮ߦ͢Δ΂͖ॲཧ͕ͳ͍৔߹
    εϨου
    $PVOUFS $

    View Slide

  132. εϨου
    $PVOUFS $PVOUFS $
    Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    εϨου
    0UIFS
    BXBJUDPVOUFSJODSFNFOU
    εϨου
    0UIFS

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  133. εϨου
    0UIFS
    BXBJUDPVOUFSJODSFNFOU
    Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    εϨου
    0UIFS
    BXBJUDPVOUFSJODSFNFOU
    εϨου
    $PVOUFS $PVOUFS
    $

    View Slide

  134. εϨου
    $PVOUFS $PVOUFS
    $
    εϨου
    0UIFS
    BXBJUDPVOUFSJODSFNFOU
    Ͳ͏΍ͬͯσʔλڝ߹Λ๷͍Ͱ͍Δͷ͔ʁ
    εϨου
    0UIFS
    BXBJUDPVOUFSJODSFNFOU
    $PVOUFS
    ˞ಉ͡εϨουͱ͸ݶΒͳ͍

    View Slide

  135. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

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  136. "DUPSSFFOUSBODZͱ͸ʁ
    w "DUPSͷΠϯελϯεͰɺTVTQFOEͨ͠ࡍʹɺSFTVNF͢Δલ
    ʹɺͦͷΠϯελϯε্ͷผͷॲཧΛ࣮ߦͰ͖Δ࢓૊Έ

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  137. "DUPSSFFOUSBODZ
    w ࢓૊Έ
    w ஫ҙ఺

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  138. "DUPSSFFOUSBODZ
    w ࢓૊Έ
    w ஫ҙ఺

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  139. εϨου εϨου εϨου εϨου
    ڠௐεϨουϓʔϧ
    %BUBCBTF
    %BUBCBTFBDUPS
    /FUXPSLJOH
    4QPSUTBDUPS
    8FBUIFSBDUPS
    )FBMUIBDUPS
    "DUPSSFFOUSBODZ

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  140. TVTQFOE͍ͯ͠Δ"DUPST
    εϨου
    %BUBCBTF %
    TVTQFOE
    "DUPSSFFOUSBODZͷ࢓૊Έ

    View Slide

  141. TVTQFOE͍ͯ͠Δ"DUPST
    "DUPSSFFOUSBODZͷ࢓૊Έ
    εϨου
    %BUBCBTF 4QPSUT
    %BUBCBTF %
    4
    TVTQFOE

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  142. TVTQFOE͍ͯ͠Δ"DUPST
    "DUPSSFFOUSBODZͷ࢓૊Έ
    εϨου
    %BUBCBTF 4QPSUT
    %BUBCBTF %
    TVTQFOE EBUBTFTBWF

    View Slide

  143. TVTQFOE͍ͯ͠Δ"DUPST
    "DUPSSFFOUSBODZͷ࢓૊Έ
    εϨου
    %BUBCBTF
    TVTQFOE
    4QPSUT
    EBUBTFTBWF
    %BUBCBTF %

    View Slide

  144. TVTQFOE͍ͯ͠Δ"DUPST
    "DUPSSFFOUSBODZͷ࢓૊Έ
    εϨου
    %BUBCBTF
    TVTQFOE
    4QPSUT
    EBUBTFTBWF
    %BUBCBTF
    %
    %

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  145. TVTQFOE͍ͯ͠Δ"DUPST
    "DUPSSFFOUSBODZͷ࢓૊Έ
    εϨου
    %BUBCBTF
    TVTQFOE
    4QPSUT
    EBUBTFTBWF
    %BUBCBTF
    %
    %

    View Slide


  146. %BUBCBTF2VFVF #
    ༏ઌॱҐͷٯస 1SJPSJUZ*OWFSTJPO

    6TFS*OJUJBUFE
    #BDLHSPVOE
    "
    4FSJBM2VFVFͷ৔߹ɺ௥Ճ͞Εͨॱ൪ʹॲཧΛ࣮ߦ͢Δ
    ݫ֨ͳ'*'0 'JSTU*O 'JSTU0VU

    View Slide


  147. %BUBCBTF2VFVF #
    6TFS*OJUJBUFE
    #BDLHSPVOE
    ༏ઌ౓ͷߴ͍ॲཧͷલʹ௿͍ॲཧ͕͋ͬͨͱͯ͠΋
    ༏ઌॱҐͷٯస 1SJPSJUZ*OWFSTJPO

    View Slide


  148. %BUBCBTF2VFVF #
    6TFS*OJUJBUFE
    #BDLHSPVOE
    ༏ઌ౓ͷ௿͍શͯͷॲཧͷ༏ઌ౓Λ্͛ͯઌʹ࣮ߦ͢Δ
    લͷશॲཧͷ׬ྃΛ଴ͨͳ͚Ε͹ͳΒͳ͍
    ༏ઌॱҐͷٯస 1SJPSJUZ*OWFSTJPO

    View Slide


  149. %BUBCBTF"DUPS #
    "
    "DUPSSFFOUSBODZʹΑ࣮ͬͯߦॱংΛมߋͰ͖Δ
    "DUPSͷ࠶༏ઌॱҐ͚ͮ
    6TFS*OJUJBUFE
    #BDLHSPVOE

    View Slide

  150. ͋Δ5BTL͕TVTQFOE ׬ྃ
    ޙɺ༏ઌ౓ͷߴ͍5BTL͕ޙΖʹଘࡏ͢Δ৔߹

    %BUBCBTF"DUPS #
    6TFS*OJUJBUFE
    #BDLHSPVOE
    "DUPSͷ࠶༏ઌॱҐ͚ͮ

    View Slide

  151. #
    %BUBCBTF"DUPS
    6TFS*OJUJBUFE
    #BDLHSPVOE
    ༏ઌ౓ͷߴ͍5BTLΛઌʹ࣮ߦͰ͖Δ
    ⚠ྫ֎5BTLͷ࣮ߦதʹɺ༏ઌ౓ͷΑΓߴ͍5BTL͕௥Ճ͞Εͨ৔߹
    Ұ࣌తʹɺ࣮ߦதͷ5BTLͷ༏ઌ౓͸ɺ௥Ճ͞Εͨ5BTLͱಉϨϕϧʹ্͕Δ ৄࡉ

    "DUPSͷ࠶༏ઌॱҐ͚ͮ

    View Slide

  152. "DUPSSFFOUSBODZ
    w ࢓૊Έ
    w ஫ҙ఺

    View Slide

  153. "DUPSSFFOUSBODZͷ஫ҙ఺
    εϨου

    View Slide

  154. "DUPSSFFOUSBODZͷ஫ҙ఺
    εϨου
    JNBHFDBMM
    DBMM

    View Slide

  155. "DUPSSFFOUSBODZͷ஫ҙ఺
    εϨου
    EPXOMPBE*NBHF
    DBMM
    JNBHFDBMM
    TVTQFOE

    TVTQFOE

    View Slide

  156. εϨου
    JNBHFDBMM
    TVTQFOE

    JNBHFDBMM
    EPXOMPBE*NBHF
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  157. εϨου
    JNBHFDBMM
    TVTQFOE

    JNBHFDBMM
    TVTQFOE

    TVTQFOE
    EPXOMPBE*NBHF EPXOMPBE*NBHF
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  158. εϨου
    JNBHFDBMM
    JNBHFDBMM
    TVTQFOE

    SFTVNF
    EPXOMPBE*NBHF EPXOMPBE*NBHF
    JNBHFDBMM
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  159. εϨου
    JNBHFDBMM
    JNBHFDBMM
    TVTQFOE

    EPXOMPBE*NBHF EPXOMPBE*NBHF
    JNBHFDBMM
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  160. εϨου
    JNBHFDBMM JNBHFDBMM
    EPXOMPBE*NBHF EPXOMPBE*NBHF
    JNBHFDBMM JNBHFDBMM
    SFTVNF
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  161. εϨου
    JNBHFDBMM JNBHFDBMM
    EPXOMPBE*NBHF EPXOMPBE*NBHF
    JNBHFDBMM JNBHFDBMM
    DBMM
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  162. εϨου
    JNBHFDBMM JNBHFDBMM
    EPXOMPBE*NBHF EPXOMPBE*NBHF
    JNBHFDBMM JNBHFDBMM
    DBMMը૾ DBMMը૾
    "DUPSSFFOUSBODZͷ஫ҙ఺
    ˞ಉ͡εϨουͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    View Slide

  163. ⚠BXBJUΛ·͍ͨͰ"DUPS಺͕ඞͣಉ͡ঢ়ଶͰ͋ΔͱࢥΘͳ͍͜ͱ

    "DUPSSFFOUSBODZͷ஫ҙ఺

    View Slide

  164. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

    View Slide

  165. .BJO"DUPSͱ͸ʁ
    w .BJO5ISFBEͰॲཧΛ࣮ߦ͢Δ"DUPS

    ಺෦Ͱ͸%JTQBUDI2VFVFNBJOΛ௨ͯ͡ಉظΛߦͳ͍ͬͯΔ

    View Slide

  166. 7JFXͷߋ৽ͷྫ

    View Slide

  167. %JTQBUDI2VFVFͷ৔߹
    ίϯύΠϥ͸ॿ͚ͯ͘Εͣɺ֬ೝ͠ͳ͍ͱΘ͔Βͳ͍
    %FCVH࣮ߦ࣌ʹ.BJO5ISFBE$IFDLFSͰॳΊͯؾ͕෇͘͜ͱ΋

    View Slide

  168. .BJO"DUPSߏจ
    !.BJO"DUPSΛ෇͚Δ͜ͱͰ.BJO5ISFBEͰ࣮ߦ͞ΕΔ

    View Slide

  169. .BJO"DUPS֎͔Β͸BXBJU͕ඞཁ "DUPSJTPMBUJPO

    .BJO"DUPSߏจ

    View Slide

  170. ಺෦ͷϝϯό΋.BJO"DUPSͷҰ෦ͱͳΔ OPOJTPMBUFEΛআ͘

    .BJO"DUPSߏจ
    ܕ
    ϓϩύςΟ

    View Slide

  171. .BJO"DUPSͱଞͷ"DUPS
    .BJO"DUPS ଞͷBDUPS
    εϨου εϨου εϨου εϨου
    .BJOεϨου
    ڠௐεϨουϓʔϧ
    ⚠ίϯςΩετεΠον

    View Slide

  172. 6TFS*OUFSGBDF
    .BJO"DUPS
    .BJOεϨου
    %BUBCBTF
    %BUBCBTFBDUPS
    /FUXPSLJOH
    4QPSUTBDUPS
    8FBUIFSBDUPS
    )FBMUIBDUPS
    .BJO"DUPSͱଞͷ"DUPS
    εϨου εϨου εϨου εϨου
    ڠௐεϨουϓʔϧ

    View Slide

  173. .BJO"DUPSͱଞͷ"DUPS

    View Slide

  174. ڠௐ
    MPBE
    .BJO
    VQEBUF6*
    ڠௐ
    MPBE
    .BJO
    VQEBUF6*
    ա৒ʹίϯςΩετεΠον͕ى͖ͯޮ཰͕ѱ͍
    .BJO"DUPSͱଞͷ"DUPS

    View Slide

  175. ڠௐ
    MPBE
    .BJO
    VQEBUF6*
    ίϯςΩετεΠονΛݮΒ͢Α͏ʹ͢Δ
    .BJO"DUPSͱଞͷ"DUPS

    View Slide

  176. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSIPQQJOH
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

    View Slide

  177. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSIPQQJOH
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

    View Slide

  178. OPOJTPMBUFEͱ͸ʁ
    w "DUPSͷཁૉΛɺ"DUPSJTPMBUFEͱͯ͠ѻΘͳ͘͢Δ

    View Slide

  179. "DUPS֎ͷTZODίʔυ͔ΒͷΞΫηε
    ⚠TZODίʔυ͔Β"DUPSJTPMBUFEϝϯόʹ௚઀ΞΫηεͰ͖ͳ͍
    ❌"DUPSJTPMBUFEQSPQFSUZMJCSBSZ*E
    DBOOPUCFSFGFSFODFEGSPNBOPOJTPMBUFEDPOUFYU

    View Slide

  180. TZODίʔυ͔ΒΞΫηε
    BXBJUͳ͠ͰΞΫηεͰ͖Δ
    BXBJUͳ͠ͰΞΫηεͰ͖Δ
    MFU ఆ਺
    ͳͷͰ0,

    View Slide

  181. ϓϩτίϧͷΠϯελϯεཁ݅
    ❌"DUPSJTPMBUFEJOTUBODFNFUIPEIBTI JOUP

    DBOOPUCFVTFEUPTBUJTGZBQSPUPDPMSFRVJSFNFOU
    ⚠TZODίʔυ͔Β"DUPSJTPMBUFEϝϯόʹ௚઀ΞΫηεͰ͖ͳ͍

    View Slide

  182. OPOJTPMBUFEΛ෇͚Δͱ"DUPS֎ʹͳΔͷͰ0,
    ϓϩτίϧͷΠϯελϯεཁ݅

    View Slide

  183. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSIPQQJOH
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

    View Slide

  184. JTPMBUFEҾ਺ͱ͸ʁ
    w "DUPSͷ֎Ͱఆٛ͞Ε͍ͯΔؔ਺Λɺ"DUPSJTPMBUFEͱͯ͠ѻ
    ͏͜ͱ͕Ͱ͖Δ

    View Slide

  185. JTPMBUFEҾ਺
    ❌"DUPSJTPMBUFEQSPQFSUZCPPLT0O-PBODBOOPUCFSFGFSFODFEGSPNBOPOJTPMBUFEDPOUFYU
    ⚠"DUPSJTPMBUFEϝϯόʹ௚઀ΞΫηεͰ͖ͳ͍

    View Slide

  186. JTPMBUFEҾ਺
    Ҿ਺ͷ"DUPSʹJTPMBUFE͞ΕΔ
    ⚠ؔ਺ͷݺͼग़͠ʹ͸BXBJU͕ඞཁʹͳΔ
    ⚠ෳ਺ͷҾ਺ʹJTPMBUFE͸ࢦఆͰ͖ͳ͍

    View Slide

  187. "DUPS
    w BDUPSߏจ
    w σʔλڝ߹Λ๷͙࢓૊Έ
    w "DUPSSFFOUSBODZ
    w .BJO"DUPS
    w OPOJTPMBUFEએݴ
    w JTPMBUFEҾ਺

    View Slide


  188. 4FOEBCMF
    "DUPS

    View Slide

  189. 4FOEBCMFͱ͸ʁ
    w ಉ࣌ฒߦॲཧͷதͰɺσʔλڝ߹Λىͣ҆͜͞શʹڞ༗Ͱ͖
    Δ͜ͱΛࣔ͢ϓϩτίϧ

    View Slide

  190. 4FOEBCMF
    w ಉ࣌ฒߦʹΞΫηεͯ͠΋҆શͳσʔλ
    w 4FOEBCMFϓϩτίϧ
    w 4FOEBCMFBOEHFOFSJDT
    w !4FOEBCMFGVODUJPOT

    View Slide

  191. ಉ࣌ฒߦʹΞΫηεͯ͠΋҆શͳσʔλ
    w ஋ͷ୅ೖ΍ɺҾ਺Ͱ౉͞ΕΔ࣌ʹɺίϐʔ͞ΕΔܕͷΈͰߏ੒
    ͞ΕͨTUSVDUɺFOVNɺUVQMF
    w "DUPS
    w
    fi
    OBM͔ͭJNNVUBCMFϝϯόͷΈͷDMBTT
    w ಺෦ͰಉظϝΧχζϜΛ࣋ͭDMBTT
    w ஋ͷड͚౉࣌͠ʹσΟʔϓίϐʔ͢ΔDMBTT

    View Slide

  192. 4FOEBCMF
    w ಉ࣌ฒߦʹΞΫηεͯ͠΋҆શͳσʔλ
    w 4FOEBCMFϓϩτίϧ
    w 4FOEBCMFBOEHFOFSJDT
    w !4FOEBCMFGVODUJPOT

    View Slide

  193. 4FOEBCMFϓϩτίϧ
    $PODVSSFODZؒͰ஋Λ҆શʹίϐʔͯ͠ड͚౉͕͠Ͱ͖Δ͜ͱΛ
    ࣔ͢ϚʔΧʔϓϩτίϧ $PODVSSFODZؒͰड͚౉͞ΕΔࡍʹίϐʔ͞ΕΔ

    ˞ϚʔΧʔϓϩτίϧ
    ίϯύΠϧ࣌ʹͷΈ࢖ΘΕɺ࣮ߦ࣌ʹ͸ԿͷӨڹ΋ͳ͍ϓϩτίϧɻ

    View Slide

  194. 4FOEBCMF΁ͷ४ڌͷϧʔϧ
    TUSVDU΍FOVN͸!VTBCMF'SPN*OMJOF΍!GSP[FOͰ৚͕݅มΘͬͯ͘Δ
    OPOQVCMJDͳTUSVDUɺFOVN҉໧తʹ४ڌ
    QVCMJDͳTUSVDUɺFOVN໌ࣔతʹ४ڌ͕ඞཁ

    fi
    OBM͔ͭϝϯό͕શͯJNNVUBCMFͳDMBTT໌ࣔతʹ४ڌ͕ඞཁ
    !VODIFDLFEΛ෇͚ͯ4FOEBCMFνΣοΫ͔Βআ֎͢Δ͜ͱ΋Մೳ

    View Slide

  195. 4FOEBCMFϓϩτίϧ
    ߏ੒͞ΕΔܕ͕શͯ4FOEBCMFʹ४ڌ͍ͯ͠Ε͹0,
    fi
    OBMJNNVUBCMF4FOEBCMF
    TUSVDUͳͷͰ҉໧తʹ४ڌ

    View Slide

  196. 4FOEBCMFBOEHFOFSJDT
    ཁૉ͕4FOEBCMFͳΒ͹4FOEBCMFʹ४ڌͰ͖Δ

    DPOEJUJPOBMDPOGPSNBODF

    View Slide

  197. "DUPSͱ4FOEBCMFϓϩτίϧ
    "DUPS͸4FOEBCMFʹ४ڌ͍ͯ͠Δ
    "DUPS֎͔ΒΞΫηεͰ͖Δ"DUPSJTPMBUFEϝϯό΋

    શͯ4FOEBCMFͰ͋Δ͜ͱ͕ඞཁ

    View Slide

  198. !4FOEBCMFGVODUJPOT
    w !4FOEBCMF͕෇͍ͨؔ਺ܕ΍Ϋϩʔδϟ͸4FOEBCMFϓϩτ
    ίϧʹ४ڌ͢Δ
    w !4FOEBCMFͳΫϩʔδϟʹ͸͍͔ͭ͘ͷ੍໿͕՝͞ΕΔ

    ՄมͳϩʔΧϧม਺ΛΩϟϓνϟͰ͖ͳ͍

    Ωϟϓνϟ͞ΕΔ஋͸શͯ4FOEBCMFʹ४ڌ͍ͯ͠ͳ͚Ε͹ͳΒͳ͍

    "DUPS಺ͷಉظతͳΫϩʔδϟͰ΋"DUPS֎ͱݟͳ͞ΕΔ

    View Slide

  199. !4FOEBCMFGVODUJPOT
    ❌BXBJU͕ͳ͍
    ❌TFMG͕ͳ͍ "DUPS֎ͱݟͳ͞ΕΔ

    View Slide

  200. "DUPS4FOEBCMF

    View Slide

  201. ·ͱΊ
    w"TZODBXBJU

    ඇಉظॲཧΛɺಉظॲཧͱಉ͡Α͏ͳํ๏ͰɺΑΓಡΈ΍͘͢ɺΑΓਖ਼֬ʹ
    ॻ͚ΔΑ͏ʹͨ͠ߏจ
    w5BTL"1*

    5BTLΛੜ੒͠ɺ5BTLΛར༻ͨ͠ಉ࣌ฒߦॲཧΛɺ༷ʑͳঢ়گͰ࣮ߦɾ؅ཧ
    Ͱ͖ΔΑ͏ʹͨ͠Ұ࿈ͷػೳ
    w"DUPS4FOEBCMF

    ڞ༗͞ΕͨNVUBCMFͳঢ়ଶ΁ͷಉ࣌ΞΫηε๷ࢭ΍ɺಉ࣌ฒߦॲཧؒͰར༻
    ͞ΕΔσʔλͷ੩తνΣοΫΛ௨ͯ͡ɺσʔλڝ߹Λ๷͛ΔΑ͏ʹͨ͠ܕ

    View Slide

  202. 88%$ηογϣϯू
    w 4XJGU$PODVSSFODZղઆηογϣϯ

    .FFUBTZODBXBJUJO4XJGU🌟Ұ൪࠷ॳʹݟΔͷʹ͓͢͢Ί

    &YQMPSFTUSVDUVSFEDPODVSSFODZJO4XJGU

    1SPUFDUNVUBCMFTUBUFXJUI4XJGUBDUPST
    w ΑΓ಺෦ͷ࢓૊ΈΛ஌Δηογϣϯ

    4XJGUDPODVSSFODZ#FIJOEUIFTDFOFT
    w ҰॹʹαϯϓϧΛϦϑΝΫλϦϯά͠ͳ͕Βֶ΂Δηογϣϯ

    4XJGUDPODVSSFODZ6QEBUFBTBNQMFBQQ🌟طଘίʔυ͔Βͷม׵ΛҰาҰาֶ΂Δ
    w ଞͷ'SBNFXPSLͱͷ࿈ܞํ๏Λ஌Δηογϣϯ

    #SJOH$PSF%BUBDPODVSSFODZUP4XJGUBOE4XJGU6*

    %JTDPWFSDPODVSSFODZJO4XJGU6*

    .BLFCMB[JOHGBTUMJTUTBOEDPMMFDUJPOWJFXT 6**NBHFͷ/FX"1*

    View Slide

  203. ϓϩϙʔαϧ
    "TZODBXBJU

    "TZOD4FRVFODFT

    $POUJOVBUJPOTGPSJOUFSGBDJOHBTZODUBTLTXJUITZODISPOPVTDPEF

    4FOEBCMFBOE!4FOEBCMFDMPTVSFT

    4USVDUVSFEDPODVSSFODZ

    "DUPST

    &
    ff
    FDUGVM3FBEPOMZ1SPQFSUJFT

    5BTL-PDBM7BMVFT

    *NQSPWFEDPOUSPMPWFSBDUPSJTPMBUJPO

    "TZOD4USFBNBOE"TZOD5ISPXJOH4USFBN

    (MPCBMBDUPST

    BTZODMFU

    $VTUPN&YFDVUPST

    %JTUSJCVUFE"DUPST

    ˞ଞʹ΋ϓϩϙʔαϧ͸ͨ͘͞Μ͋Γɺݱࡏ΋૿͑ଓ͚͍ͯΔ

    View Slide

  204. Hello!!

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  205. ϦϑΝϨϯε
    w %PDVNFOU

    5IFTXJGUQSPHSBNNJOHMBOHVBHF 541-
    $PODVSSFODZ
    w "SUJDMFT

    .PEFSO$PODVSSFODZJO4XJGU4FSJFT

    8IBUJTTUSVDUVSFEDPODVSSFODZ

    )PX"DUPST8PSL*OUFSOBMMZJO4XJGU
    w 1PEDBTU

    l4USVDUVSFEDPODVSSFODZzXJUITQFDJBMHVFTU%PVH(SFHPS

    View Slide