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Swift New Concurrency Talk

Swift New Concurrency Talk

Talk about Swift New Concurrency

[email protected]

February 19, 2021
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  1. Θ͍Θ͍4XJGU$
    TIJ[
    4XJGU$PODVSSFODZ5BML

    View Slide

  2. 2020೥4݄͔Β෱ԬͰiOSΤϯδχΞ΍͍ͬͯ·͢ɻ
    @stzn3
    shiz(ͣ͠)
    @shiz
    stzn
    Swiftྺ: 5೥͘Β͍


    ͦͷଞ։ൃܦݧ:


    Kotlin Javascript PHP C# Java Go…

    View Slide

  3. ࣌఺ͷ৘ใ
    ͜Ε͔Β΋มΘΔՄೳੑ͋Γ

    View Slide

  4. શ߲໨
    w$PODVSSFODZ3PBENBQ
    w"TZODBXBJU
    wSFBTZOD
    w4USVDUVSFE$PODVSSFODZ
    w5BTL"1*
    wBTZODMFU
    w$POUJOVBUJPOTGPSJOUFSGBDJOHBTZODUBTLTXJUITZODISPOPVTDPEF
    w5BTL-PDBM7BMVFT
    w"DUPS
    w(MPCBM"DUPS
    w"TZODISPOPVT)BOEMFST
    w1JUDI$PODVSSFOU7BMVFBOE!DPODVSSFOUDMPTVSFT
    w1SFWFOUJOH%BUB3BDFTJOUIF4XJGU$PODVSSFODZ.PEFM
    w$VTUPN&YFDVUPS
    w"TZOD4FRVFODFT
    w3FUISPXJOH$POGPSNBODFT
    w1JUDI&GGFDUGVM3FBEPOMZ1SPQFSUJFT
    w$PODVSSFODZ*OUFSPQFSBCJMJUZXJUI0CKFDUJWF$

    View Slide

  5. ࿩͢಺༰
    w$PODVSSFODZ3PBENBQ
    w"TZODBXBJU
    w4USVDUVSFE$PODVSSFODZ
    wBTZODMFU
    w$POUJOVBUJPOTGPSJOUFSGBDJOHBTZODUBTLTXJUITZODISPOPVTDPEF
    w"DUPS
    w1JUDI$PODVSSFOU7BMVFBOE!DPODVSSFOUDMPTVSFT
    w1SFWFOUJOH%BUB3BDFTJOUIF4XJGU$PODVSSFODZ.PEFM

    View Slide

  6. $PODVSSFODZ3PBENBQ

    View Slide

  7. $PODVSSFODZ3PBENBQ
    IUUQTGPSVNTTXJGUPSHUTXJGUDPODVSSFODZSPBENBQ

    View Slide

  8. ΰʔϧ
    4XJGUͰͷ

    $PODVSSFODZϓϩάϥϛϯάΛ

    ΑΓศརʹɺޮ཰తʹɺ҆શʹ

    ѻ͑ΔΑ͏ʹ͢Δ͜ͱ

    View Slide

  9. ظ଴͞ΕΔ݁Ռ ͜ΕΒͷػೳ͕௥Ճ͞ΕΔͱ

    w ࢖͍΍͘͢໌֬ͳํ๏Ͱඇಉظॲཧ͕ѻ͑ΔΑ͏ʹͳΔ
    w 4XJGUΤϯδχΞ͕ݴޠඪ४ͷπʔϧ΍ٕज़Λ࢖ͬͯ
    $PODVSSFODZϓϩάϥϛϯάΛѻ͑ΔΑ͏ʹͳΔ
    w ίϯύΠϧ࣌ʹඇಉظॲཧͰ͋Δ͜ͱ͕Θ͔Δ͜ͱʹΑ
    ΔύϑΥʔϚϯεͷ޲্
    w εϨουؒͰͷσʔλڝ߹΍σουϩοΫͷϦεΫ͕ͳ
    ͘ͳΔ

    View Slide

  10. ͳͥඞཁͳͷʁ

    View Slide

  11. ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  12. ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  13. ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  14. ୯७ͳॲཧͰ΋ଟ͘ͷ༨ܭͳ࡞ۀΛ൐͏
    2VFVF
    $BMMCBDL
    ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    w %JTQBUDI2VFVFΛར༻ͯ͠σʔλΛอޢ
    w ඇಉظॲཧͷ໭Γ஋ΛDBMMCBDLͰॲཧ
    w DBMMCBDL಺Ͱ͸TFMGΛDBQUVSF ໌ࣔతʹઃఆ

    TFMGDBQUVSF

    View Slide

  15. όάΛੜΈ΍͍͢

    εϨουηʔϑͰ͋Δ͔Ͳ͏͔Λ͜ͷίʔυΛݟͨ
    ͚ͩͰ͸Θ͔Βͳ͍
    Ͳͷ5ISFBEͰߦΘΕ͍ͯΔʁ
    ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  16. ෆඞཁʹඇޮ཰

    GVODUJPOΦϒδΣΫτ ͜͜Ͱ͸DMPTVSF
    ͸ผʑʹίϐʔ͞Εͯϝ
    ϞϦʹ഑ஔ͞ΕɺͦͷதͰTFMGΛ࢖͏ͱ3FGFSFODFDPVOUΛຖճ
    ૿΍͢࡞ۀ͕ൃੜ͢Δɻ

    ίϯύΠϥ͸͜ͷίϐʔΛ๷͝͏ͱ͢Δ͕ɺԿճݺ͹ΕΔ͔Θ͔Β
    ͳ͍GVODUJPOʹؔͯ͠͸͜ͷػೳ͕ಇ͔ͳ͍͜ͱ͕Α͋͘Δ
    TFMGͷ3FGFSFODFDPVOU͕
    ຖճ૿͑Δ
    ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  17. w ͜ΕΛආ͚ΔͨΊʹʹ͢ΔͱϥϯλΠϜ࣌ͷ
    0WFSIFBE͕૿͑Δ
    w ͞ΒʹίʔϧόοΫ಺ͰOJMνΣοΫ͕ඞཁ
    w OJMͰ͋ͬͨ৔߹ʹଈϦλʔϯΛ͢Δͱɺίʔυ͕ݺ͹ΕΔ͔
    ൱͔͕ͦͷ࣌ʑͰมΘΔͨΊɺ໌ݴͰ͖ͳ͍
    ͳͥඞཁͳͷʁ ݱঢ়ͷ໰୊ɺ೉͠͞



    HVBSEͰOJMνΣοΫ

    View Slide

  18. w ϘΠϥʔϓϨʔτ ༨ܭͳίʔυ
    ΛݮΒ͢
    w ݴޠͱͯ҆͠શੑΛอূ͢Δ͜ͱͰɺόάΛͳ͘
    ͠ɺΤϯδχΞ͕$PODVSSFODZϓϩάϥϛϯάΛ
    ࣗ৴Λ࣋ͬͯߦ͑ΔΑ͏ʹ͢Δ
    w ݴޠͱͯ͠΋$PODVSSFODZॲѻ͏ίʔυͷύϑΥʔϚϯε
    ΍རศੑΛ޲্͢ΔػձΛ֫ಘ͢Δ
    ͜ΕΛղܾ͢ΔͨΊʹ

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  19. ۩ମతͳಋೖ ༧ఆ
    ػೳ

    View Slide

  20. શମ૾

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  21. "TZODBXBJU
    IUUQTGPSVNTTXJGUPSHUBDDFQUFEXJUINPEJ
    fi
    DBUJPOTFBTZODBXBJU
    4UBUVT"DDFQUFE

    View Slide

  22. BTZODBXBJUͱ͸ʁ
    w ඇಉظॲཧͷίʔυΛ௨ৗͷ ಉظॲཧͱಉ͡
    ࣗવͳྲྀΕͰه
    ࡌ͢Δ͜ͱ͕Ͱ͖ΔΑ͏ʹͨ͠ϝΧχζϜ
    w DBMMCBDLʹΑΔෳ਺ͷ໰୊Λղܾ͢Δ
    w ߏจ্ඇಉظॲཧΛ໌֬ʹ͢Δ͜ͱͰɺݴޠଆͰଟ͘ͷ࠷దԽ
    ͕Ͱ͖Δ

    ύϑΥʔϚϯεͷ޲্

    σόοά΍ϓϩϑΝΠϦϯάɺίʔυݕࡧͳͲͰΑΓΘ͔Γ΍
    ͍͢ܗͰͷ৘ใఏڙ

    ͜ͷઌಋೖ͞ΕΔ$PODVSSFODZؔ࿈ػೳͷ౔୆ͷߏங

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  23. Կ͕ྑ͍ʁ

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  24. ݱঢ়ͷ໰୊ɺ೉͠͞

    View Slide

  25. w ಡΈͮΒ͍
    w Ͳͷߦ͕࣮ߦ͞Ε͍ͯΔͷ͔௥͏ͷ͕೉͍͠
    ݱঢ়ͷ໰୊ɺ೉͠͞
    ωετ͕ਂ͘ͳΔ ϐϥϛουΛ࡞Δ

    ωετ
    ωετ
    ωετ
    ωετ

    View Slide

  26. ಉظॲཧͷΑ͏ʹUISPX΍USZDBUDI͕ར༻Ͱ͖ͳ͍
    ݱঢ়ͷ໰୊ɺ೉͠͞
    ΤϥʔϋϯυϦϯά͕೉͍͠

    View Slide

  27. ͦΕͰ΋ωετ͕ਂ͘ͳΔ໰୊͸ղܾͰ͖͍ͯͳ͍
    ݱঢ়ͷ໰୊ɺ೉͠͞
    3FTVMUͰΤϥʔϋϯυϦϯά͕͠΍͘͢ͳͬͨ
    IUUQTHJUIVCDPNBQQMFTXJGUFWPMVUJPOCMPCNBJOQSPQPTBMTBEESFTVMUNEBTZODISPOPVTBQJT
    ˞-PDL͸ΑΓ೉͍͠ ݸਓͷײ૝Ͱ͢

    View Slide

  28. w ্͔ΒԼʹίʔυ͕࣮ߦ͞Εͳ͍ ࣗવͳྲྀΕͰ͸ͳ͍

    w DBMMCBDL಺Ͱݺͼग़͞ΕΔ৔߹DBQUVSFʹ͍ͭͯ஫ҙਂ͘ߟ͑ͳ͚
    Ε͹ͳΒͳ͍
    ݱঢ়ͷ໰୊ɺ೉͠͞
    ৚݅จ͕བྷΉͱॲཧͷ͔͕֬͞ෆ໌ྎʹͳΔ
    ্Ͱॻ͍ͨॲཧ͕Լ͔Β࣮ߦ͞ΕΔ
    DBMMCBDL಺෦Ͱݺ͹ΕΔ͜ͱ΋

    View Slide

  29. ݱঢ়ͷ໰୊ɺ೉͠͞
    ୯७ͳϛεΛ͠΍͍͢
    DPNQMFUJPO#MPDL
    Λݺͼ๨Ε͍ͯΔ
    wૣظϦλʔϯͨ࣌͠ʹඞཁͳDPNQMFUJPOIBOEMFSΛݺͼ๨Ε
    ΔՄೳੑ͕͋Δ
    wͦΕ͕ݪҼͰ໰୊͕ى͖Δͱɺݟ͚ͭͮΒ͍ σόοάͮ͠Β͍

    View Slide

  30. ݱঢ়ͷ໰୊ɺ೉͠͞
    ୯७ͳϛεΛ͠΍͍͢
    SFUVSO͍ͯ͠ͳ͍ͷͰॲཧ͕ܧଓͯ͠͠·͏
    wHVBSEจ͕ద౰Ͱͳ͍৔߹ʹSFUVSOΛ๨Εͯ༧ظ͠ͳ͍ॲཧΛ
    ߦͳͬͯ͠·͏

    View Slide

  31. BTZODBXBJU
    w BXBJUͷ࣌఺Ͱॲཧ͕TVTQFOE ݁Ռ͕ฦͬͯ͘Δ·Ͱ଴ػ

    ͠ɺ࣍ͷॲཧ͕࣮ߦ͞ΕΔ TVTQFOE͞Εͳ͍͜ͱ΋͋Δ

    w UISPX͢Δ৔߹͸ɺ͜Ε·Ͱ௨ΓGVODUJPOʹUISPXTΛ෇
    ͚ɺݺͼग़࣌͠ʹUSZΛ͚ͭΔ

    View Slide

  32. BTZODBXBJUγϯλοΫε
    ݺͼग़͞ΕΔଆ GVODUJPO
    ͱݺͼग़͠ଆͰٯʹͳΔ
    GVODUJPOBTZODUISPXTSFUVSOUZQF
    SFUVSOUZQFUSZBXBJUGVODUJPO

    View Slide

  33. BTZODBXBJU
    w BXBJU͸USZͱಉ༷ʹ݁ՌΛ଴ػ͢Δ࣌఺ͷઌ಄ʹͭͷΈ෇
    ͚Δ
    w FTDBQJOHDMPTVSFͰ͸ͳ͍ͷͰTFMG͕ෆཁʹ

    View Slide

  34. BTZODؔ਺ͷ಺෦ಈ࡞
    ݺͼग़͠ଆʜBTZODؔ਺Λݺͼग़͢ଆ
    ݺͼग़͠ઌʜBTZODؔ਺Λ࣮ߦ͢Δଆ
    FYFDVUPSʜؔ਺ͷ࣮ߦΛ4ZTUFNͷ5ISFBE
    ʹεέδϡʔϦϯά͢Δ΋ͷ
    TVTQFOTJPOʜॲཧͷ݁Ռ͕ฦͬͯ͘Δ·Ͱ଴
    ػ͍ͯ͠Δঢ়ଶ

    View Slide

  35. BTZODؔ਺ͷ಺෦ಈ࡞
    ݺͼग़͠ଆͰҾ਺͕ධՁ͞ΕΔ TZODϝιουͱಉ͡

    ݺͼग़͠ઌͷFYFDVUPS͕ܾ·Δ
    ݺͼग़͠ଆͱݺͼग़͠ઌͷFYFDVUPS͕ҧ͏৔߹ɺTVTQFOTJPO͕ൃੜͯ͠ɺݺ
    ͼग़͠ઌͷॲཧͷ࣮ߦ͸ݺͼग़͠ઌͷFYFDVUPSͷΩϡʔʹೖͬͯॱ൪Λ଴ͭ
    ݺͼग़͠ઌͷॲཧ͕ݺͼग़͠ઌͷFYFDVUPS্Ͱ࣮ߦ͞ΕΔ
    ݺͼग़͠ઌ͔ΒͷSFUVSOΛड͚औΔࡍɺݺͼग़͠ଆͱݺͼग़͠ઌͷFYFDVUPS͕
    ҧ͏৔߹ɺTVTQFOTJPO͕ൃੜͯ͠ɺݺͼग़͠ଆͷॲཧͷ࣮ߦ͸ݺͼग़͠ଆͷ
    FYFDVUPSͷΩϡʔʹೖͬͯॱ൪Λ଴ͭ
    ݺͼग़͠ଆͷॲཧ͕ݺͼग़͠ଆͷFYFDVUPS্Ͱ࣮ߦ͞ΕΔɻݺͼग़͠ઌ͕ਖ਼ৗ
    ʹSFUVSO͍ͯͨ͠৔߹͸ͦͷ··ॲཧ͕ܧଓ͞ΕΔ͕ɺݺͼग़͠ઌ͕FSSPSΛ
    UISPX͍ͯͨ͠৔߹͸ɺݺͼग़͠ଆ΋FSSPSΛUISPX͢Δ

    View Slide

  36. 4USVDUVSFE$PODVSSFODZ
    IUUQTGPSVNTTXJGUPSHUQJUDITUSVDUVSFEDPODVSSFODZ
    4UBUVT"XBJUJOHJNQMFNFOUBUJPO

    View Slide

  37. 4USVDUVSFE$PODVSSFODZͱ͸ʁ
    w BTZODؔ਺಺Ͱ$PODVSSFODZॲཧΛ࣮ݱ͢Δ BTZOD
    BXBJUࣗମ͸BTZODؔ਺಺ͷTVTQFOTJPOQPJOU͸ߟྀ
    ͞Ε͍ͯͳ͍

    w શͯͷBTZODؔ਺Λඇಉظͷ5BTLͷҰ෦ͱ࣮ͯ͠ߦ͢
    Δ
    w είʔϓ಺Ͱͷෳ਺ͷ5BTLͷΩϟϯηϧॲཧ΍1SJPSJUZ
    ͷίϯτϩʔϧɺ৘ใͷڞ༗ͳͲΛΘ͔Γ΍͘͢ɺޮ཰
    తʹ࣮૷Ͱ͖ΔΑ͏ʹ͢Δ

    View Slide

  38. 5BTLT 8IBU

    w 4XJGU$PODVSSFODZͷجຊ୯Ґ
    w શͯͷBTZODؔ਺͸͋Δ5BTLͷҰ෦ͱ࣮ͯ͠ߦ͢Δ TZOD
    ؔ਺͸5BTLͰ࣮ߦ͞ΕΔͱ͸ݶΒͳ͍

    w 5BTL͸Ұ౓ʹҰͭͷؔ਺Λ࣮ߦ͢Δ 5BTL಺Ͱ
    $PODVSSFODZ͸ൃੜ͠ͳ͍

    w 5BTLͷதͰBTZODΛ࢖ͬͨ৔߹ɺͦͷBTZODॲཧ͸ಉ͡
    5BTLͷҰ෦ͱ࣮ͯ͠ߦ͞ΕΔɻͦͷࡍɺݺͼग़͠ଆ͸݁Ռ
    Λ଴ػ͢Δ
    w ಉ༷ʹͦͷBTZODॲཧͷ݁Ռ͕ฦ͖ͬͯͨΒݺͼग़͠ଆ΋
    ಉ͡5BTLͷҰ෦ͱͯ͠ॲཧΛ࠶։͢Δ

    View Slide

  39. 5BTLͷͭͷ4UBUF 8IBU

    w 4VTQFOEFE ࣮ߦ͢Δॲཧ͕͋Δ͕ɺݱࡏ͸࣮ߦ͞Ε͍ͯͳ͍


    ࣮ߦ४උ͸Ͱ͖͍ͯΔ͕ɺ։࢝Λ଴͍ͬͯΔঢ়ଶ

    ࣮ߦ։࢝Ͱ͖ΔͨΊʹ֎෦ͷΠϕϯτΛ଴͍ͬͯΔঢ়ଶ
    3VOOJOH ࣮ߦத


    શͯͷॲཧΛ࣮ߦͯ͠DPNQMFUFEʹͳΔ͔ɺ͞Βʹ಺෦ͷ
    TVTQFOTJPOQPJOUʹ౸ୡͯ͠TVTQFOEFEʹͳΔ
    w $PNQMFUFE શॲཧ͕׬ྃͯ͠ɺଞͷঢ়ଶʹ͜ΕҎ্มΘΒͳ͍


    ίʔυ্͸BXBJUͳͲͰ5BTL͕DPNQMFUFEʹͳΔ͜ͱΛ଴ͬͯ
    ͍Δ

    View Slide

  40. $IJME5BTL 8IBU

    w BTZODؔ਺ 5BTL
    ͸$IJME5BTLΛ࡞੒Ͱ͖
    Δ
    w $IJME5BTL͸1SJPSJUZͳͲ1BSFOU5BTLͷ
    ߏ଄Λܧঝ͠ɺ1BSFOU5BTLͷதͰಉ࣌ฒྻ
    ʹ࣮ߦͰ͖Δ
    w $IJME5BTLΛ࡞੒ͨ͠BTZODؔ਺͸શͯͷ
    $IJME5BTLͷ࣮ߦ׬ྃΛ଴ͨͳ͚Ε͹ͳΒ
    ͳ͍

    View Slide

  41. BTZODBXBJUͰ͸Ͱ͖ͳ͍͜ͱ
    BTZODBXBJUͰ͸શͯͷॲཧ͕ॱ൪ʹ࣮ߦ͞ΕΔ
    ໺ࡊΛ੾Δ
    ೑ΛϚϦωʹ͢Δ
    ΦʔϒϯΛ༧ΊԹΊ͓ͯ͘
    ௐཧ

    View Slide

  42. ໺ࡊΛ੾Δ
    ೑ΛϚϦωʹ͢Δ
    ΦʔϒϯΛ༧ΊԹΊ͓ͯ͘
    ௐཧ
    ͔͠͠ɺ͍͔ͭ͘ͷॲཧ͸ฒߦͰ࣮ߦ͞Εͯ΋໰୊ͳ͍
    ಉ࣌ʹਐΊΒΕΔͷͰ͸ʁ
    BTZODBXBJUͰ͸Ͱ͖ͳ͍͜ͱ

    View Slide

  43. ฦ͖ͬͯͨΒ݁ՌΛม਺ʹ୅ೖ
    5BTLHSPVQΛ࡞੒
    4USVDUVSFE$PODVSSFODZ 5BTLHSPVQ

    $IJME5BTLΛ௥Ճɺ࣮ߦ͢Δ

    View Slide

  44. ฦ͖ͬͯͨΒ݁ՌΛม਺ʹ୅ೖ
    5BTLHSPVQΛ࡞੒
    4USVDUVSFE$PODVSSFODZ 5BTLHSPVQ

    $IJME5BTLΛ௥Ճɺ࣮ߦ͢Δ
    $IJME5BTL͸͜ͷείʔϓΛ
    ൈ͚Δ·Ͱʹશͯ׬ྃPSΤϥ
    ʔͰΩϟϯηϧ

    View Slide

  45. 4USVDUVSFE$PODVSSFODZ 5BTLHSPVQ

    BEE @
    Ͱ$IJME5BTLΛ௥Ճ͢Δ
    ͜͜Ͱॲཧ͸։࢝

    w શͯͷ$IJME5BTL͕׬ྃ͢ΔલʹCPEZ͔Βൈ͚ͨ৔߹ɺ҉໧తʹ$IJME5BTL
    ͷ׬ྃΛBXBJU͢Δ
    w Τϥʔ͕UISPX͞Εͨ৔߹ɺະ׬ྃͷ5BTL͸DBODFM͞ΕΔ
    OFYU
    Ͱॲཧ͕׬ྃͨ͠$IJME
    5BTLͷ݁ՌΛॱ࣍ड͚औΔ

    View Slide

  46. BTZODMFU
    ˞4USVDUVSFEDPODVSSFODZΑΓಠཱ

    View Slide

  47. BTZODMFU 8IBU

    w $IJMEUBTLΛΑΓ؆୯ʹੜ੒͢ΔͨΊͷTZOUBY

    View Slide

  48. BTZODMFU 8IBU

    w ஋ͷઃఆ͠๨ΕͰSVOUJNFDSBTIΛى͜͢Մೳੑ͕͋Δ
    5BTLHSPVQΛ࢖༻ͨ͠৔߹
    0QUJPOBM
    GPSDFVOXSBQQJOH

    View Slide

  49. BTZODMFU 8IBU

    View Slide

  50. BTZODMFU 8IBU

    w BTZODMFUΛ࢖͏ͱ$IJME5BTLΛ࡞੒Ͱ͖Δ
    w BTZODMFUΛએݴͨ͠λΠϛϯάͰ$IJME5BTL͸࣮ߦ։࢝
    w BXBJUͰͦΕͧΕͷ݁ՌΛ଴ػ͢Δ

    ˞$IJME5BTL͸BXBJUͷ࣌఺Ͱະ׬ྃͷ৔߹͕͋Δ QPUFOUJBMTVTQFOTJPO
    QPJOU

    $IPQWFHFUBCMFT
    .BSJOBUFUIFNFBU
    1SFIFBUUIFPWFO
    $PPL

    View Slide

  51. w BTZODMFUͷείʔϓ͸࡞੒͞ΕͨείʔϓΛ௒͑ͯଘଓ͢Δ͜ͱ͸ͳ
    ͍
    w ͜ͷείʔϓ͕׬ྃ͢Δ·Ͱʹ$IJME5BTL͸׬ྃ͠ͳ͚Ε͹ͳΒͳ͍
    ໌ࣔతʹBXBJU͢Δ͔ɺ҉໧తʹBXBJU͞ΕΔ

    w ΤϥʔͰNBLF%JOOFSͷCPEZΛൈ͚Δࡍʹະ׬ྃͷDIJMEUBTL͸શ
    ͯDBODFM͞ΕΔ
    BTZODMFU 8IBU

    BTZODMFUͷੜଘൣғ

    View Slide

  52. BTZODMFU 8IBU

    Τϥʔ͕ൃੜ
    NBSJOBUF.FBUͱ
    QSFIFBU0WFO͸ະ׬ྃͷ
    ৔߹ɺࣗಈͰDBODFM͞ΕΔ
    BTZODMFUͷதͰ෭࡞༻͕ൃੜ͢Δ৔߹͸ϩʔϧό
    οΫ͢Δ ஋Λݩʹ໭͢
    ඞཁ͕͋Δʁ

    View Slide

  53. BTZODMFU -JNJUBUJPO

    w BTZODMFU͸࡞੒͞ΕͨTDPQFΛ௒͑ͯଘࡏ͠ͳ͍
    5BTL͕׬ྃ͢Δ͔Ωϟϯηϧ͞Εͳ͚Ε͹ͳΒͳ
    ͍

    w ಈతͳ਺ͷ5BTL͸ੜ੒Ͱ͖ͳ͍ɻ
    BTZODMFU͕׬ྃ͢Δ·Ͱ࣍ͷ
    JUFSBUJPOʹ͸ߦ͔ͳ͍
    ˞͜ͷ৔߹͸5BTLXJUI(SPVQͰ
    ৽͘͠TDPQFΛ࡞Δඞཁ͕͋Δ

    View Slide

  54. $POUJOVBUJPOTGPSJOUFSGBDJOHBTZODUBTLT
    XJUITZODISPOPVTDPEF
    طଘͷඇಉظॲཧ΍Πϕϯτϕʔεͷίʔυͱͷ࿈ܞ
    4USVDUVSFEDPODVSSFODZ͔Βಠཱ

    View Slide

  55. 8IBU
    w ඇಉظॲཧΛѻ͏৔߹ɺ͜Ε·Ͱͷ
    DPEF TZODISPOPVTDPEF
    Ͱ͸
    DPNQMFUJPODBMMCBDL΍ΠϕϯτʹԠͨ͡
    EFMFHBUFϝιουͳͲΛ࢖༻͖ͯͨ͠
    w ͦΕΒͷDPEFͱࠓճͷ৽͘͠ಋೖ͞Εͨ
    BTZODISPOPVTDPEFΛεϜʔζʹ࿈ܞͤ͞
    Δํ๏ΛఏҊ͢Δ

    View Slide

  56. .PUJWBUJPO
    w ϢʔβʹBTZODΛ༻͍ͨΠϯλʔϑΣΠεΛ
    ఏڙ͢ΔͨΊʹ΋ɺDBMMCBDL΍ΠϕϯτυϦ
    ϒϯͷEFMFHBUFNFUIPE͔ΒTVTQFOUJPO
    QPJOUΛఏڙ͢Δඞཁ͕͋Δ
    ˞BUPNJDJUZ
    τϥϯβΫγϣϯ͕׬શʹ੒ޭ͢Δ͔ɺ·ͨ͸Τϥʔ͕ى͖ͨΒશ෦औΓফ͠ɺத్
    ൒୺ʹऴΘΒͳ͍ੑ࣭
    ˞4VTQFOTJPO1PJOU
    BTZODؔ਺Λݺͼग़͢͜ͱͰɺݺͼग़͠ଆ͕5ISFBEΛ์غ͢ΔϙΠϯτ
    BUPNJDJUZ͕๦͛ΒΕΔϦεΫ͕͋ΔϙΠϯτ

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  57. )PX
    w ݱࡏͷඇಉظॲཧͷDPOUJOVBUJPOΛ֫ಘ͢
    ΔͨΊͷ"1*ΛϥΠϒϥϦ͔Βఏڙ͢Δ
    w DPOUJOVBUJPOΛ֫ಘ͢ΔͱλεΫ͕
    TVTQFOE͞Εɺ͋ͱͰSFTVNF͢ΔͨΊͷ
    ஋Λੜ੒͢Δ

    View Slide

  58. )PX
    w XJUI6OTBGF$POUJOVBUJPOΛݺΜͰ
    DPOUJOVBUJPOΛऔಘ

    View Slide

  59. )PX
    w CFHJO0QFSBUJPOΛݺͼग़͢

    View Slide

  60. )PX
    w DBMMCBDL͕ฦ͖ͬͯͨΒɺDPOUJOVBUJPOΛ
    SFTVNF͢Δ

    View Slide

  61. 6OTBGF$POUJOVBUJPO
    w ϝιουҾ਺PQFSBUJPO͸ϝιουݺͼग़͠ଆͷUBTLͱಉ͡
    DPOUFYU্Ͱଈ࠲ʹ࣮ߦ͞ΕΔ
    w PQFSBUJPO͕SFUVSO͞ΕΔλΠϛϯάͰ5BTL͸TVTQFOE͞ΕΔ
    w SFTVNFΛݺͿ͜ͱͰUBTL͸TVTQFOE͔Βൈ͚Δ

    ˞SFTVNF͸ଈ࠲ʹݺͼग़͠ଆͷUBTLʹ੍ޚΛฦ͕͢ɺݺͼग़͠ଆͷUBTL͸
    FYFDVUPS͕࠶εέδϡʔϧ͢Δ·Ͱ࣮ࡍʹॲཧΛ࠶։͠ͳ͍

    View Slide

  62. ΑΓෳࡶͳྫ
    ໺ࡊ͕ҰͭͰ΋ݟ͔ͭΕ͹ͦ͜Ͱऴྃɺͳ͚Ε͹Τϥʔ
    શͯTUPSFʹ͋Ε͹͜͜Ͱऴྃ
    ͳ͚Ε͹ΤϥʔͰऴྃ
    ̍ͭͰ΋͋Ε͹͜͜Ͱऴྃ

    View Slide

  63. શͯTUPSFʹ͋Ε͹͜͜Ͱऴྃ
    ͳ͚Ε͹ΤϥʔͰऴྃ
    ̍ͭͰ΋͋Ε͹͜͜Ͱऴྃ
    ΑΓࣗવʹ্͔ΒԼͷྲྀΕͰཧղ͠΍͍͢
    ΑΓෳࡶͳྫ

    View Slide

  64. 6OTBGF$POUJOVBUJPO
    XJUI6OTBGF$POUJOVBUJPOϝιου಺Ͱ͸ඞͣਖ਼
    ֬ʹҰ౓͚ͩSFTVNFΛݺ͹ͳ͚Ε͹ͳΒͳ͍
    w ճҎ্ݺΜͩ৔߹ɺԿ͕ى͖Δͷ͔͸ෆఆ
    6OTBGFͳཧ༝

    w ٯʹҰ౓΋ݺ͹ͳ͍ͱɺϓϩηε͕ऴΘΔ·Ͱͣ
    ͬͱTVTQFOEঢ়ଶʹͳΔ

    View Slide

  65. $IFDLFE$POUJOVBUJPO 8IBU

    w 6OTBGF$POUJOVBUJPO͸TZODͱBTZODίʔυΛ
    ؆୯ʹ࿈ܞͯ͘͠ΕΔ΋ͷͷؒҧ͍΍͘͢ɺϓϩη
    εͷঢ়ଶΛյͯ͠͠·͏ϦεΫ͕͋Δ
    w ͜ΕΛ๷͗ɺ҆શʹTZODͱBTZODίʔυΛ࿈ܞ͞
    ͤΔͨΊʹDPOUJOVBUJPOͷෆਖ਼ͳ࢖༻ΛνΣοΫ
    ͢Δखஈ΋ఏڙ͢Δ

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  66. $IFDLFE$POUJOVBUJPO 8IBU

    ҙਤతʹ6OTBGFͷཁૉͱಉ͡ܗʹ͢Δ͜ͱͰɺ؆୯
    ʹDIFDLFEͱVOTBGFΛ੾Γସ͑ΒΕΔΑ͏ʹͯ͠
    ͍Δ

    View Slide

  67. $IFDLFE$POUJOVBUJPO )PX

    w DPOUJOVBUJPO͕ෳ਺ճݺ͹Εͨ৔߹͸1SPHSBN
    ΛUSBQͯ͠MPHʹXBSOJOHΛग़ྗ͢Δ
    w ٯʹશ͘ݺ͹ͳ͔ͬͨ৔߹΋MPHʹXBSOJOHΛग़
    ྗ͢Δ

    View Slide

  68. "DUPS

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  69. "DUPSͱ͸ʁ
    σʔλڝ߹Λىͣ͜͞ʹ
    $PODVSSFODZϓϩάϥϛϯ
    άΛߏங͢ΔͨΊͷϞσϧ

    View Slide

  70. σʔλڝ߹ EBUBSBDF

    ෳ਺εϨουؒͰڞ༗͢Δม਺ʹରͯ͠

    ಉ࣌ʹɺಡΈॻ͖ͷΞΫηε͕ߦΘΕΔ͜ͱ
    ڝ߹ঢ়ଶ SBDFDPOEJUJPO

    ֤εϨου্ͰߦΘΕΔૢ࡞ͷ࣮ߦॱং΍λΠϛϯά
    ʹґଘͯ͠ɺγεςϜͷग़ྗ݁Ռ͕ʢҙਤͤͣʣมԽ
    ͯ͠͠·͏ঢ়ଶ
    ิ଍৘ใ

    View Slide

  71. "DUPS͸ෳ਺ͷந৅֓೦ΛҰͭʹ·ͱΊͨ΋ͷ
    ֤"DUPSΠϯελϯε͸($%ΩϡʔͷΑ͏ͳ΋ͷΛ֓೦త
    ʹؚΜͩ$PODVSFODZͷ୯Ґ
    ଞͷ$PODVSSFODZυϝΠϯ ଞͷ"DUPS΍εϨου
    ͔Βඇ
    ಉظʹϝοηʔδ͕ૹΒΕͯ͘Δ
    Ұ࿈ͷNVUBCMF Մม
    ঢ়ଶΛΧϓηϧԽͯ͠ɺϝϞϦʔΛ
    ଞ͔Βִ཭͢Δ ͜ͷՄมঢ়ଶ͸JEFOUJUZΛ࣋ͭ

    4XJGUϓϩάϥϚʹ5BTLϕʔεͷ$PODVSSFODZϓϩάϥ
    ϛϯάͷʮ҆શͳඪ४ʯσβΠϯύλʔϯΛఏڙ͢Δ
    IUUQTEPDTHPPHMFDPNEPDVNFOUEFQZ#UL1SBL-D&)7$NR/#L/JC9*;TP[E;&D

    View Slide

  72. w BDUPSΛ෇༩͢Δ͜ͱͰɺ಺෦ͷNVUBCMFͳTUBUFͷσʔλڝ߹
    Λ๷͙ ͋Δϧʔϧʹै͏͜ͱͰίϯύΠϥ͕อূ

    w ΄ͱΜͲͷ৔߹ɺDMBTTͱಉ͡Α͏ʹৼΔ෣͏ ଞͷBDUPSΛܧঝ
    ՄೳɺNFUIPE QSPQFSUZ TVCTDSJQU HFOFSJD FYUFOTJPO
    QSPUPDPM

    w ओͳҧ͍ͱͯ͠ɺBDUPS͸σʔλڝ߹Λ੩తʹ๷͙͜ͱ͕Ͱ͖Δ
    "DUPST

    View Slide

  73. w BDUPS͕ͲͷΑ͏ʹNVUBCMFͳঢ়ଶΛσʔλڝ߹͔
    ΒकΔ࢓૊Έ
    w ओͳ࢓૊Έͱͯ͠͸ɺNVUBCMFͳTUPSFE
    JOTUBODFQSPQFSUJFT΁ͷΞΫηεΛTFMGܦ༝ͷΈ
    ʹ੍ݶ͢Δ
    "DUPSJTPMBUJPO

    View Slide

  74. "DUPSJTPMBUJPO
    TFMG͔ΒNVUBCMFͳQSPQFSUJFT΁ͷΞΫηε͸0,

    View Slide

  75. "DUPSJTPMBUJPO
    ଞͷBDUPSͷQSPQFSUZ΁ͷΞΫηε͸Ͱ͖ͳ͍
    BDUPSJTPMBUFE

    View Slide

  76. w TUPSFEJOTUBODFQSPQFSUJFT
    w DPNQVUFEJOTUBODFQSPQFSUJFT
    w JOTUBODFTVCTDSJQUT
    w JOTUBODFNFUIPET
    BDUPSJTPMBUFEʹͳΔ΋ͷ σϑΥϧτ

    ˞TUBUJDϝϯόʔ͸BDUPSJTPMBUFEͰ͸ͳ͍

    OPOJTPMBUFE

    View Slide

  77. DSPTTBDUPSSFGFSFODFT͸ͭͷํ๏ͰՄೳ

    JNNVUBCMFͳঢ়ଶ΁ͷΞΫηε͸0,

    BDUPSͷBTZODؔ਺Λܦ༝ͯ͠ΞΫηε͢Δ
    $SPTTBDUPSSFGFSFODFT
    BDUPS֎͔ΒBDUPSJTPMBUFE΁ΞΫηε

    DSPTTBDUPSSFGFSFODFT

    View Slide

  78. PUIFSBDDPVOU/VNCFS͸MFUͳͷͰ0,
    $SPTTBDUPSSFGFSFODFT

    View Slide

  79. BDUPS
    ᶃ✉
    BTZODDBMM
    ᶄ✉
    BTZODDBMM
    ᶅ✉
    BTZODDBMM
    ᶃ✉
    ᶄ✉
    ᶅ✉
    📨
    BDUPS֎͔ΒBDUPSJTPMBUFE΁ΞΫηε

    DSPTTBDUPSSFGFSFODFT
    $SPTTBDUPSSFGFSFODFT

    View Slide

  80. BTZODΛܦ༝͢Δ͜ͱͰɺͦͷBDUPS಺෦Ͱ஋ͷૢ࡞
    ͕ߦΘΕΔ͜ͱ͕อূͰ͖Δ
    BTZODϝιουܦ༝
    ͳΒ0,
    $SPTTBDUPSSFGFSFODFT

    View Slide

  81. BTZODͰ͋Δඞཁ͕ͳ͍৔߹͸ɺBDUPS֎͔Β࢖༻͞
    ΕΔࡍʹࣗಈͰBTZODͱݟͳ͞ΕΔ BXBJUඞཁ


    BTZODෆཁ
    $SPTTBDUPSSFGFSFODFT

    View Slide

  82. OPOJTPMBUFE

    View Slide

  83. OPOJTPMBUFE
    OPOJTPMBUFEΛ෇༩͢Δ͜ͱͰΠϯελϯεϝιου
    ΍QSPQFSUJFT TVCTDSJQU΋OPOJTPMBUFEʹ͢Δ͜
    ͱ͕Ͱ͖Δ
    TZODϝιου͕ඞཁͳQSPUPDPMʹ΋
    ద߹Ͱ͖Δ
    ͳ͍ͱΤϥʔ

    View Slide

  84. OPOJTPMBUFE
    BDUPS֎ͱݟͳ͞ΕΔͨΊBDUPSJTPMBUFEͳཁૉʹ͸
    ௚઀ΞΫηεͰ͖ͳ͍

    View Slide

  85. σϑΥϧτͰOPOJTPMBUFE
    w BDUPS֎Ͱఆٛ͞ΕͨશͯͷGVODUJPO
    w TUBUJDͳBDUPSͷϝϯόʔ

    View Slide

  86. $MPTVSFT MPDBMGVODUJPO

    View Slide

  87. $MPTVSFT
    w $SPTTBDUPSSFGFSFODFTͷνΣοΫ͸ɺBDUPS
    JTPMBUFEͳཁૉΛ࢖ͬͯDPODVSSFOUʹ࣮ߦ͞ΕΔ
    Մೳੑ͕͋Δͱ൑அ͞Εͨίʔυ͕OPOJTPMBUFE
    ͩͬͨ৔߹ͷΈʹߦΘΕΔ

    View Slide

  88. $MPTVSFT
    w 5BTLSVO%FUBDIͰ࡞੒͞Εͨ5BTL͸DPODVSSFOU
    ʹ࣮ߦ͞ΕΔͨΊɺ಺෦͸OPOJTPMBUFEͱͳΔ
    BDUPSJTPMBUFEʹΞΫηε͢ΔͷʹBXBJU͕ඞཁ

    View Slide

  89. GPS&BDI͸TZODͳͷͰCBMBODF΁ͷΞΫηε͸TBGF
    $MPTVSFT

    View Slide

  90. $MPTVSFT

    View Slide

  91. $MPTVSFT
    DMPTVSFࣗମ͕!DPODVSSFOU·ͨ͸!DPODVSSFOUͳDMPTVSF
    ΍MPDBMؔ਺͔Βωετ͍ͯͨ͠৔߹OPOJTPMBUFE
    DMPTVSFࣗମ͕!FTDBQJOH·ͨ͸!FTDBQJOHͳDMPTVSF΍
    MPDBMؔ਺͔Βωετ͍ͯͨ͠৔߹OPOJTPMBUFE
    ˞!DPODVSSFOUʹ͍ͭͯ͸ޙड़

    View Slide

  92. JOPVUҾ਺
    w TZODؔ਺ʹ͸౉͢͜ͱ͕Ͱ͖Δ
    w BTZODؔ਺ʹ͸౉͢͜ͱ͕Ͱ͖ͳ͍
    BDUPSJTPMBUFEͳTUPSFEQSPQFSUJFTΛJOQVUҾ਺ͱͯ͠

    View Slide

  93. $SPTTBDUPSSFGFSFODFT

    "OE$PODVSSFOU7BMVF

    View Slide

  94. DPODVSSFOUʹ࣮ߦ͞ΕΔίʔυ಺ͰBDUPSJTPMBUFEͳཁૉΛ
    γΣΞ Ҿ਺ɺ໭Γ஋
    ͢Δʹ͸$PODVSSFOU7BMVF ޙड़
    ʹద߹
    ͢Δඞཁ͕͋Δ

    ˞BDUPS͸҉໧తʹ$PODVSSFOU7BMVFʹద߹͍ͯ͠Δ
    $SPTTBDUPSSFGFSFODF $PODVSSFOU7BMVF

    1FSTPO͸$PODVSSFOU7BMVFʹద
    ߹͍ͯ͠ͳ͍ͨΊ❌

    View Slide

  95. ԾʹMFU͋ͬͯ΋DMBTT಺ͷWBS͸มߋ͕Մೳ σʔλ
    ڝ߹͕ى͖ΔՄೳੑ͕͋Δ

    શͯͷ$SPTTBDUPSSFGFSFODFTͰར༻͞ΕΔҾ਺
    ΍໭Γ஋͸$PODVSSFOU7BMVFʹద߹͠ͳ͚Ε͹ͳΒ
    ͳ͍
    $SPTTBDUPSSFGFSFODF $PODVSSFOU7BMVF

    View Slide

  96. $SPTTBDUPSSFGFSFODF $PODVSSFOU7BMVF

    4USJOH͸$PODVSSFOU7BMVFʹద߹͍ͯ͠ΔͨΊ⭕

    View Slide

  97. 1JUDI$PODVSSFOU7BMVFBOE
    !DPODVSSFOUDMPTVSFT
    IUUQTGPSVNTTXJGUPSHUQJUDIDPODVSSFOUWBMVFBOEDPODVSSFOUDMPTVSFTFWPMVUJPOQJUDIFT

    View Slide

  98. ͜ͷ13ͷओ୊
    4USVDUVSFEDPODVSSFODZͱBDUPS
    ؒͰDPODVSSFOUʹड͚౉͞ΕΔ஋ͷ
    σʔλڝ߹ΛͲ͏΍ͬͯ੩తʹ๷͙͔
    λΠϓνΣοΫͰ͖Δ͔


    ˞BDUPS͸ޙड़

    View Slide

  99. ͜ͷ13Λ௨ͯ͠ୡ੒͍ͨ͜͠ͱ
    w DPODVSSFODZʹ࢖༻͢Δͱ҆શͰ͸ͳ͍
    NVUBCMFͳঢ়ଶͷڞ༗Λ੩తʹνΣοΫͰ͖Δ
    Α͏ʹ͢Δ
    w ར༻ऀ͕҆શͳํ๏Ͱߴ౓ͳٕज़Λѻ͑ΔΑ͏ͳ
    ϥΠϒϥϦΛ։ൃͰ͖ΔΑ͏ʹ͢Δ
    w ࠓճͷ$PODVSSFODZҎલͷطଘίʔυ΋εϜʔ
    ζʹ$PODVSSFODZ΁ͱҠߦͰ͖ΔΑ͏ʹ͢Δ

    View Slide

  100. 7BMVF4FNBOUJDT
    $PODVSSFODZͷڥքͰ஋Λ౉ͯ͠΋҆શͳܕ
    ͦͷܕͷม਺Λଞͷม਺ʹ୅ೖͨ͠ΓɺҾ਺
    Ͱ౉ͯ͠΋ͦΕͧΕͷ஋ͷมߋ͕͓ޓ͍ʹӨڹ
    Λ༩͑ͳ͍΋ͷ

    View Slide

  101. 7BMVF4FNBOUJDTͷΈͰߏ੒͞Ε͍ͯΔܕ
    ࣗ਎͕อ࣋ͯ͠Δܕ΋7BMVF4FNBOUJDTͳ
    4USVDU FOVN UVQMF 4XJGUͷ7BMVFλΠϓͷ
    Έ

    View Slide

  102. )JHIFS0SEFS'VODUJPOBM1SPHSBNNJOH
    GVODUJPOͷҾ਺ʹGVODUJPOΛ౉͢͜ͱ
    4XJGUͷؔ਺ܕ͸ࢀরܕ͕ͩɺDPODVSSFODZ
    ؒͰ౉ͯ͠΋҆શͳ΋ͷ΋͋Δ FHDBQUVSF
    Ϧετ͕ͳ͍HMPCBMؔ਺ͳͲ

    View Slide

  103. )JHIFS0SEFS'VODUJPOBM1SPHSBNNJOH
    GVODUJPOΛDPODVSSFODZؒͰ౉ͤΔΑ͏ʹ͍ͨ͠΋ͷͷɺ
    MPDBMTUBUFΛࢀরͱͯ͠DBQUVSFͨ͠Γɺ҆શͰ͸ͳ͍΋ͷΛ
    DBQUVSF͢Δ͜ͱΛ๷͍͗ͨ

    View Slide

  104. *NNVUBCMF$MBTTFT
    σʔλͷมߋ͕ى͖ͳ͍ࢀরܕ DMBTTͳͲ

    View Slide

  105. ಺෦Ͱಉظ͞ΕΔࢀরܕ
    εϨουηʔϑͳ"1*Λఏڙ͢ΔDMBTT
    NVUFY΍BUPNJDTͳͲΛ࢖ͬͯ໌ࣔతʹঢ়ଶΛσ
    ʔλڝ߹͔ΒकΔͷͰɺ$PODVSSFOUʹΞΫηε͠
    ͯ΋໰୊ͳ͍
    BDUPSͷࢀরΛଞͷBDUPSʹ౉ͯ͠΋σʔλ΁ͷΞ
    Ϋηε͸BDUPS͔ΒͷΈʹͳΔͷͰ໰୊ͳ͍

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  106. $PODVSSFODZؒͰz5SBOTGFSSJOHz͞ΕΔΦ
    ϒδΣΫτ
    ͋Δ$PODVSSFODZڥք಺Ͱ࡞੒ͨ͠ಉظ͠ͳ͍
    NVUBCMFͳঢ়ଶΛؚΜͩσʔλߏ଄Λɺଞͷ
    $PODVSSFODZ΁SBXQPJOUFSΛ౉ͯ͠࢖͑ΔΑ͏ʹ
    ͨ͠৔߹ɺૹΓଆ͕ͦͷσʔλΛ࢖༻͠ͳ͍ݶΓɺಉ
    ظͳ͠Ͱ΋҆શʹ౉͢͜ͱ͕Ͱ͖Δ

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  107. $PODVSSFODZϓϩάϥϛϯάͰ࢖༻͞ΕΔܕ
    σΟʔϓίϐʔΫϥε
    σʔλ಺෦ͷࢀরܕ΋ؚΊͯશͯΛίϐʔͯ͠
    ͔Β஋Λ౉͢

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  108. 1SPQPTFE4PMVUJPO%FUBJMFE%FTJHO

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  109. .BSLFS1SPUPDPM
    ίϯύΠϧ࣌ʹ࢖ΘΕΔҙຯ߹͍తʹQSPQFSUZ
    ͷΑ͏ͳ΋ͷΛ࣋ͭQSPUPDPMɻ࣮ߦ࣌ʹ͸Կͷ
    Өڹ΋ͳ͍
    ͍͔ͭ͘ͷ੍ݶ͕͋Δ

    SFRVJSFNFOUΛอ࣋Ͱ͖ͳ͍

    OPONBSLFSQSPUPDPMΛܧঝͰ͖ͳ͍

    JT΍BT ͷܕνΣοΫʹ͸࢖͑ͳ͍

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  110. $PODVSSFODZؒͰ஋Λ҆શʹίϐʔͯ͠ड͚౉͕͠Ͱ͖Δ
    ͜ͱΛࣔ͢.BLFS1SPUPDPM 4UBOEBSE-JCSBSZ಺Ͱఆٛ

    શͯͷQVCMJD"1*͕$PODVSSFOUʹར༻ͯ͠΋σʔλڝ߹͔Β
    ҆શͰ͋Δܕ͸$PODVSSFOU7BMVFʹద߹Ͱ͖Δ QVCMJD
    NVUBUPS͕ͳ͍ɺQVCMJDNVUBUPS͕$08ɺ಺෦ͰMPDL͕ಋ
    ೖ͞Ε͍ͯΔͳͲ

    <6OTBGF>$PODVSSFOU7BMVF

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  111. $PODVSSFODZؒͰར༻͢Δ৔߹ɺҾ਺΍໭Γ
    ஋ʹద߹͍ͯ͠ͳ͍ͱίϯύΠϥΤϥʔʹͳΔ
    BDUPS಺ͳͷͰ⭕
    BDUPS֎ͳͷͰ❌
    $PODVSSFOU7BMVF

    View Slide

  112. $PODVSSFOU7BMVFͷܕ͸$PODVSSFODZؒͰ
    ड͚౉͞ΕΔࡍʹίϐʔ͞ΕΔɻ͜Ε͸7BMVF
    TFNBOUJDͳܕɺJNNVUBCMFͳࢀরܕɺ಺෦Ͱ
    ಉظ͕͞ΕΔࢀরܕɺ!DPODVSSFOUͳ
    DMPTVSF΍ଞͷকདྷͷܕશͯಉ͡ৼΔ෣͍ʹͳ
    Δɻ
    $PODVSSFOU7BMVF

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  113. TUSVDU FOVN UVQMF΁ͷద߹
    TUSVDU FOVN UVQMFͷ৔߹ɺ಺෦ͷϝϯόʔ
    ͕$PODVSSFOU7BMVFʹద߹͍ͯ͠Ε͹ɺ
    $PODVSSFOU7BMVFʹద߹Մೳ


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  114. TUSVDU FOVN΁ͷద߹
    ಺෦ʹ$PODVSSFOU7BMVFʹద߹͠ͳ͍ϝϯόʔ
    ͕͍Δ৔߹͸໌ࣔతʹద߹ͤ͞Δඞཁ͕͋Δ
    ˞6OTBGF$PODVSSFOU7BMVFʹ͢Ε͹Մ
    ˞TUSVDU FOVNΛఆ͍ٛͯ͠ΔϑΝΠϧ಺Ͱ͔͠
    $PODVSSFOU7BMVFʹద߹Ͱ͖ͳ͍

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  115. 5VQMF΁ͷద߹
    ཁૉ͕$PODVSSFOU7BMVFʹશͯద߹͢Ε͹
    5VQMF΋$PODVSSFOU7BMVFʹద߹͢Δ

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  116. .FUBUZQF΁ͷద߹
    *OUTFMGͰ࡞੒͞ΕΔ*OU5ZQFͷΑ͏ͳ
    .FUB5ZQF͸શͯ$PODVSSFOU7BMVFʹద߹͢
    Δ શͯJNNVUBCMFͰ͋ΔͨΊ

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  117. (FOFSJDT
    (FOFSJDT͸DPOEJUJPOBMDPOGPSNBODFͰద߹


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  118. 6OTBGF$PODVSSFOU7BMVF
    $PODVSSFOU7BMVFͱಉ݁͡ՌΛ΋ͨΒ͕͢ɺ
    $PODVSSFODZؒͰ҆શʹड͚౉͠Ͱ͖Δz͜ͱ΋
    ͋Δz ҆શͰ͸ͳ͍
    ͱ͍͏͜ͱΛΑΓ໌ࣔ
    తʹදݱͰ͖Δ
    Ͳͷܕ΋6OTBGF$PODVSSFOU7BMVFΛ࢖ͬͯڍಈ
    Λ0WFSSJEFͰ͖Δ &RVBUBCMF΍)BTIBCMFͱಉ
    ͡Ξϓϩʔν

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  119. DMBTTͷܕνΣοΫ
    6OTBGF$PODVSSFOU7BMVFʹͷΈద߹Մೳ
    TVCDMBTT͸NVUBCMFͳঢ়ଶΛ࣋ͭ͜ͱ͕Ͱ͖Δ
    fi
    OBMͷDMBTTͰ΋௥Ճɺ࡟আͰ͖ΔϝϯόʔΛอ࣋Ͱ͖Δ
    কདྷతʹ
    fi
    OBMͰ!GSP[FOͷDMBTTͰϝϯόʔશ͕ͯ$PODVSSFOU7BMVFͳΒ͹
    $PODVSSFOU7BMVFʹద߹Ͱ͖ΔΑ͏ʹ͢Δ

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  120. ,FZQBUIMJUFSBMT
    w ,FZQBUIࣗମ͸$PODVSSFOU7BMVFʹద߹
    ͢Δ
    w ,FZQBUIΛ҆શʹ$PODVSSFOUؒͰڞ༗͢
    Δʹ͸$PODVSSFOU7BMVFʹద߹ͨ͠ܕͷ
    7BMVFͷΈ$BQUVSFͰ͖ΔΑ͏ʹ͠ͳ͚Ε͹
    ͳΒͳ͍

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  121. ,FZQBUIMJUFSBMT
    w ,FZQBUIͷதͰTVCTDSJQUTΛར༻͢Δ৔߹
    $BQUVSF͢Δ஋͸$PODVSSFOU7BMVFʹద߹
    ͢Δඞཁ͕ग़ͯ͘Δ

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  122. ؔ਺ܕ
    w ؔ਺ܕ͸1SPUPDPMʹద߹Ͱ͖ͳ͍ࢀরܕ
    w 4XJGUͷؔ਺͸ɺάϩʔόϧؔ਺ɺOFTUFEؔ਺ɺ
    BDDFTTPS HFUUFS TFUUFS TVCTDSJQUͳͲ
    ɺ
    DMPTVSFͳͲ৭ʑͳܗΛ͍࣋ͬͯΔ
    w ؔ਺ܕΛ$PODVSSFODZؒͰ౉ͤΔ͜ͱͰɺ)JHIFS
    PSEFSGVODUJPO ߴ֊ؔ਺
    Λ4XJGU$PODVSSFODZ
    Ͱར༻Ͱ͖ΔΑ͏ʹ͢Δ͜ͱ͸༗༻Ͱ͋Γͱͯ΋ॏཁ

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  123. !DPODVSSFOU
    w !DPODVSSFOUΛؔ਺ܕʹ෇༩͢Δͱɺ
    DPODVSSFOUؒͰ҆શʹ౉ͤΔ͜ͱΛࣔ͢
    ҉໧తʹ$PODVSSFOU7BMVFʹద߹͢Δ

    w ϝϞϦʔ҆શੑΛอূ͢ΔͨΊʹίϯύΠϥ
    ͸!DPODVSSFOUͳؔ਺ܕʹෳ਺ͷνΣοΫ
    Λߦ͏

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  124. !DPODVSSFOU΁ͷίϯύΠϥνΣοΫ
    w ؔ਺ʹ!DPODVSSFOU͕෇༩͞Ε͍ͯΔ৔߹ɺJOPVUҾ਺͕ͳ
    ͘ɺDBQUVSF͍ͯ͠Δશͯͷ஋͕$PODVSSFOU7BMVFʹద߹͠
    ͍ͯΔඞཁ͕͋Δ
    w ஋͸7BMVFͱͯ͠DBQUVSF͢Δ৔߹ͷΈར༻Ͱ͖Δɻ

    MFUͳ஋͸ͦͷ··ར༻Մ

    ͦͷଞ͸DBQUVSFϦετʹ௥Ճͯ͠7BMVFͱͯ͠ར༻

    ˞͜ΕΒͷ஋͸$PODVSSFOU7BMVFʹద߹͍ͯ͠Δ͜ͱ

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  125. !DPODVSSFOUͱ!FTDBQJOH
    w ௚ަ͍ͯ͠Δ͕ɺಉ͡Α͏ʹػೳ͢Δ
    w !DPODVSSFOU͸ৗʹOPO!DPODVSSFOUͷ
    TVCUZQFͰɺඞཁʹԠͯࣗ͡ಈͰ
    EPXODPOWFSU͢Δ
    w !FTDBQJOHͱಉ༷ʹ!DPODVSSFOU΋
    DPOUFYU͔Βਪ࿦͞ΕΔ

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  126. !DPODVSSFOU

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  127. !DPODVSSFOU
    !DPODVSSFOUͳؔ਺ܕ͕౉͞Ε͍ͯΕ͹⭕
    ஋ΛDBQUVSF͍ͯ͠ͳ͍ͷͰ⭕
    4USJOH͸$PODVSSFOU7BMVFͳͷͰ⭕

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  128. !DPODVSSFOU
    /4.VUBCMF4USJOH͸
    $PODVSSFOU7BMVFͰ͸ͳ͍ͷͰ❌
    TPNF-PDBM*OU͸JNNVUBCMFͳ7BMVFͱ
    ͯ͠DBQUVSF͞ΕΔͷͰมߋͰ͖ͳ͍❌

    View Slide

  129. !DPODVSSFOUDMPTVSFͷਪ࿦
    !DPODVSSFOU͔Ͳ͏͔ͷਪ࿦͸!FTDBQJOHͷਪ࿦
    ͱࣅͨํ๏Ͱਪ࿦͞ΕΔ
    w !DPODVSSFOUͳؔ਺ܕ͕ظ଴͞Ε͍ͯΔ৔߹
    QBSBMMFM.BQ΍5BTLSVO%FUBDIFE

    w !DPODVSSFOU͕DMPTVSFͷzJOzʹ໌ࣔ͞Ε͍ͯΔ
    ৔߹

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  130. !DPODVSSFOUDMPTVSFͷਪ࿦
    !FTDBQJOHͱͷҧ͍͸

    σϑΥϧτ͕OPO!DPODVSSFOUͰ͋Δ͜ͱ

    View Slide

  131. !DPODVSSFOUOFTUFEؔ਺
    OFTUFEؔ਺͸!DPODVSFSOUΛඞਢʹ͢Δ
    JNNVUBCMFͳWBMVFͱͯ͠$BQUVSF͞ΕΔͷͰมߋෆՄ❌
    ࢀরͱͯ͠DBQUVSF͞ΕΔͷͰ⭕
    !DPODVSSFOUͳͷͰ⭕
    OPO!DPODVSFOU͸౉ͤͳ͍ͷͰ❌
    WBMVF͸JNNVUBCMFͰDBQUVSF͞ΕΔͷͰ❌

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  132. 5ISPXFSSPST ໰୊

    ؔ਺΍DMPTVSF͸&SSPSʹద߹ͨ͠ͲΜͳܕͷ஋΋UISPXT͢Δ͜ͱ
    ͕Ͱ͖ɺ$PODVSSFOUͰ͜ͷؔ਺ DMPTVSF
    ͕࣮ߦ͞ΕΔ৔߹ɺ
    UISPXO͞ΕΔ஋΋DPODVSSFOUؒ BDUPSؒͳͲ
    Ͱ౉͞ΕΔ͜ͱʹ
    ͳΔ
    NZ"DUPSEP4PNFUIJOH3JTLZ
    ͕ଞͷ
    $PODVSSFODZͳྖҬ͔Βݺ͹Εͨ࣌ɺNZ"DUPSͷ
    NVUBCMFͳঢ়ଶΛDBQUVSFͯ͠1SPCMFNBUJD&SSPSΛ
    UISPX͠Α͏ͱ͍ͯ͠Δ"DUPSJTPMBUJPOҧ൓
    ͜ͷ۩ମతͳ&SSPSͷܕ৘ใ͕ͳ͘
    ࠓͷ··ͩͱ&SSPS͕$PODVSSFOU7BMVFʹద߹͍ͯ͠
    Δ͔ͷνΣοΫ͕Ͱ͖ͳ͍

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  133. 5ISPXFSSPST ղܾ

    &SSPSʹ$PODVSSFOU7BMVFΛܧঝͤ͞Δ
    શͯͷ&SSPSʹద߹͢Δܕ͸$PODVSSFOU7BMVFʹద߹͢Δඞཁ
    ͕͋Δ
    .BSLFS1SPUPDPMͷͨΊ"#*ʹӨڹ͕ͳ͍ɻόΠφϦϨϕϧͰͷ
    ޓ׵ੑ͸อͨΕΔ
    .VUBCMF4UPSBHF͕$PODVSSFOU7BMVFʹద
    ߹͍ͯ͠ͳ͍ͱΤϥʔʹͳΔ
    ˞4XJGUʹͳΔ·Ͱ͸XBSOJOHͷΈͷ༧ఆ

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  134. 4UBOEBSE-JCSBSZͷܕ΁ͷద߹
    େଟ਺ͷܕ͸7BMVF4FNBOUJDTͳͷͰ
    $PODVSSFOU7BMVFʹద߹͢Δ͜ͱ͕Ͱ͖Δ
    HFOFSJDͳ7BMVF4FNBOUJDTͳܕ͸DPOEJUJPOBM
    DPOGPSNBODFͰద߹͢Δ͜ͱ͕Ͱ͖Δ

    View Slide

  135. 4UBOEBSE-JCSBSZͷܕ΁ͷద߹ ྫ֎

    w .BOBHFE#V
    ff
    FSCV
    ff
    FS΁ͷNVUBCMFͳࢀরΛఏڙ͢Δͨ
    Ί$PODVSSFOU7BMVFʹద߹ͯ͠͸͍͚ͳ͍
    w 6OTBGF .VUBCMF
    #V
    ff
    FS
    1PJOUFSແ৚݅Ͱ
    6OTBGF$PODVSSFOU7BMVFʹద߹͢Δ
    w -B[ZBMHPSJUINBEBQUFSUZQFT$PODVSSFOU7BMVFʹద
    ߹͠ͳ͍ɻଟ͘ͷ΋ͷ͸OPO!DPODVSSFOUͳDMPTVSFΛҾ
    ਺ʹऔΔͨΊɺ҆શʹద߹Ͱ͖ͳ͍BSSBZMB[ZNBQ\ʜ^ͳͲ
    w ٯʹ্هҎ֎ͷTUSVDU FOVN DMBTT͸$PODVSSFOU7BMVFʹ
    ద߹͢ΔΑ͏ʹͳΔ

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  136. 4UBOEBSE-JCSBSZͷܕ΁ͷద߹ ܧঝ

    w Լهͷͭ͸$PODVSSFOU7BMVFΛܧঝ͢Δ
    w &SSPSલड़ͷ௨Γ
    w $PEJOH,FZ$PEJOH,FZΛ಺෦ʹอ࣋͢Δ
    &ODPEJOH&SSPS΍%FDPEJOH&SSPS΋
    $PODVSSFOU7BMVFʹద߹͢Δ͜ͱ͕Ͱ͖Δ

    View Slide

  137. JNQPSUͨ͠$0CKFDUJWF$"1*΁ͷαϙʔτ
    w $ݴޠͷίʔυ͸҉໧తʹ$PODVSSFOUʹར༻͢Δͷ͸҆શ
    Ͱ͸ͳ͍ 4XJGU͔Β$ݴޠ"1*ʹਖ਼͍͠ڍಈΛڧ੍ͤ͞Δ͜ͱ
    ͕Ͱ͖ͳ͍

    w ͔͠͠ɺଟ͘ͷ$ݴޠͷܕʹ҉໧తͳ$PODVSSFOU7BMVF΁ͷ
    ద߹Λఏڙ͢Δ͜ͱͰ$PODVSSFOUʹར༻Ͱ͖ΔΑ͏ʹ͢Δ

    $FOVN͸ৗʹ$PODVSSFOU7BMVFʹద߹͢Δ

    $TUSVDU͸಺෦ͷTUPSFEQSPQFSUZ͕શͯ$PODVSSFOU7BMVFͳΒ
    ͹$PODVSSFOU7BMVFʹద߹͢Δ

    $ؔ਺ϙΠϯλ͸$PODVSSFOU7BMVFʹద߹͢Δ ஋ΛDBQUVSFͰ͖ͳ
    ͍

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  138. 1SFWFOUJOH%BUB3BDFTJOUIF
    4XJGU$PODVSSFODZ.PEFM
    IUUQTGPSVNTTXJGUPSHUQSFWFOUJOHEBUBSBDFTJOUIFTXJGUDPODVSSFODZNPEFM
    ˞"DUPS1SPQPTBM͔Β೿ੜͯ͠σʔλڝ߹ʹয఺Λ౰ͯͨٞ࿦

    View Slide

  139. طଘͷίʔυͰσʔλڝ߹ΛҾ͖
    ى͜͢Մೳੑ͕͋Δσʔλ

    View Slide

  140. ΄΅Ͳ͔͜ΒͰ΋ΞΫηεͰ͖ΔͨΊɺ͜ΕΒʹΞΫηε͢
    ΔͲΜͳίʔυ΋σʔλڝ߹ΛҾ͖ى͜͢Մೳੑ͕͋Δ
    (MPCBMBOETUBUJDTUPSFEWBSQSPQFSUJFT

    View Slide

  141. DMBTT಺ͷม਺͸DMBTTΠϯελϯεΛ௨ͯ͠ͷΈΞΫηεͰ͖Δ͕ɺ
    DMBTT͸ࢀরܕͳͷͰɺϓϩάϥϜ্ͷޓ׵ੑ͕͋ΔͲͷTUPSFE
    QSPQFSUZ͔Β΋ࢀর͞ΕΔՄೳੑ͕͋Δ
    DMBTTΠϯελϯεͷTUPSFEQSPQFSUZͷσʔλڝ߹Λݕ஌͢ΔͨΊ
    ʹ͸Ͳ͜ʹDMBTTΠϯελϯε͕อ࣋͞Ε͍ͯΔ͔Λ஌Δඞཁ͕͋Δ
    4UPSFEWBSQSPQFSUJFTJOBDMBTTJOTUBODF

    View Slide

  142. -PDBMTUPSFEQSPQFSUJFT͸ͦͷQSPQFSUJFT͕એݴ͞Εͨؔ਺ͷε
    ίʔϓ಺ͱͦͷؔ਺ͷதͰωετ͞Εͨείʔϓ಺ ͦͷQSPQFSUJFTΛ
    Ωϟϓνϟͨ͠DMPTVSF΍MPDBMؔ਺ͳͲ
    Ͱࢀর͞ΕΔՄೳੑ͕͋Δ
    ͜ͷσʔλڝ߹Λݕ஌͢Δʹ͸ɺQSPQFSUZΛੜ੒ͨؔ͠਺ɺ
    DMPTVSFɺMPDBMؔ਺͕ฒྻ࣮ߦ͞ΕΔ͔Ͳ͏͔Λ஌Δඞཁ͕͋Δ
    -PDBMTUPSFEWBSQSPQFSUJFT

    View Slide

  143. w MFU͸Ұ౓ॳظԽ͞ΕΔͱมߋ͸Ͱ͖ͳ͍ͨΊ
    $PODVSSFOUʹΞΫηε͞Εͯ΋҆શͰ͋Δ͕ɺDMBTTΠ
    ϯελϯε΁ͷࢀরΛอ͍࣋ͯ͠Δ৔߹ɺMFUͰ΋஋ͷม
    ߋ͕Մೳ
    JNNVUBCMFTUPSFEQSPQFSUJFT

    View Slide

  144. w ͜ͷ৔߹΋ಉ༷ʹσʔλڝ߹ΛҾ͖ى͜͢Մೳੑ͕͋Δ
    ࢀরܕΛอ࣋͢ΔTUSVDUPSFOVN
    MFUͷJNNVUBCJMJUZΛอͭ͜ͱ͸TUPSFEQSPQFSUJFT΁ͷ
    ಉ࣌ฒߦΞΫηεΛ҆શʹߦ͏ͨΊʹ΋ॏཁͳϙΠϯτ

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  145. σʔλڝ߹Λ׬શʹഉআ͢ΔͨΊʹ
    ׬શʹEBUBSBDFΛഉআ͢ΔͨΊʹ͸ɺ͍͔ͭ͘ͷϧʔϧΛڧ੍͠ͳ
    ͚Ε͹ͳΒͳ͍
    w HMPCBMͱTUBUJDͷNVUBCMFTUPSFEQSPQFSUZ͸HMPCBMBDUPSͰ
    कΒΕͳ͚Ε͹ͳΒͳ͍
    w DBQUVSF͞ΕͨMPDBMͷNVUBCMFTUPSFEQSPQFSUZ͸
    DPODVSSFOUʹ࣮ߦ͞ΕΔՄೳੑ͕͋Δͱ൑அ͞Εͨؔ਺΍
    DMPTVSF͔ΒΞΫηεͤͯ͞͸͍͚ͳ͍
    w /PO$PODVSSFOU7BMVFͷܕ͸DPODVSSFOUʹ࣮ߦ͞ΕΔՄೳੑ
    ͕͋Δͱ൑அ͞Εͨ͋ΒΏΔDPOUFYU΍BDUPSؒͰܾͯ͠γΣΞ͞
    ͤͯ͸͍͚ͳ͍

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  146. طଘͷίʔυͰ
    4PVSDF#SFBLJOHΛى͜͢

    View Slide

  147. ϑΣʔζΛ෼͚ͯσʔλڝ߹Λ׬શʹഉআ͢Δ
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  148. ϑΣʔζ
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  149. ϑΣʔζ
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  150. ·ͱΊ
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  151. ͋Γ͕ͱ͏͍͟͝·ͨ͠

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