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管理機能アーキテクチャパターンの考察と実践 / Learn Architecture through Admin

管理機能アーキテクチャパターンの考察と実践 / Learn Architecture through Admin

Kaigi on Rails 2023 "管理機能アーキテクチャパターンの考察と実践"

https://kaigionrails.org/2023/talks/ohbarye/

管理機能という身近な題材で
アーキテクチャについて考えてみよう、というテーマの資料です。B/43というプロダクトで実際に行った選択と運用の工夫も含みます。

Masato Ohba

October 28, 2023
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  1. ؅ཧػೳΞʔΩςΫνϟ
    ύλʔϯͷߟ࡯ͱ࣮ફ

    .BTBUP0ICB !PICBSZF


    ,BJHJPO3BJMT

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  2. 8IP*BN
    4NBSU#BOL *OD
    4PGUXBSF&OHJOFFS
    .BTBUP0ICB
    !PICBSZF !PICBSZF

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  3. ؅ཧػೳɺͭͬͯ͘·͔͢ʁ
    ໰͍͔͚

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  4. ؅ཧػೳͱ͍͏਎ۙͳ୊ࡐͰ

    ΞʔΩςΫνϟʹ͍ͭͯߟ͑ͯΈΑ͏
    ຊ೔ͷςʔϚ

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  5. ಋೖ
    ࣋ͪؼ͍͖͍ͬͯͨͩͨ͜ͱ
    💎 ʮ؅ཧػೳΛͭ͘ΔHFNΛબͿʯͰ͸ͳ͍
    ✍ ؅ཧػೳͱ͍͏਎ۙͳ୊ࡐͰΞʔΩςΫνϟΛֶͿͱ໘ന͍
    📝 ൃදऀͷΞʔΩςΫνϟબ୒ͱӡ༻͔Βಘͨ஌ݟ

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  6. ಋೖ
    ૝ఆ͢Δฉ͖ख
    🙋 8FCαʔϏε։ൃӡ༻ʹܞΘΓɺ؅ཧػೳΛ։ൃͨ͜͠ͱ͕͋Δํ
    🙋 ਎ۙͳ୊ࡐͰΞʔΩςΫνϟʹֶ͍ͭͯΜͰΈ͍ͨํ
    😎 ৽نࣄۀ্ཱͪ͛΍ελʔτΞοϓʹؔΘ͓ͬͯΓ

    ͜Ε͔Β؅ཧػೳΛͭ͘Ζ͏ͱ͍ͯ͠Δํ

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  7. "HFOEB
    ؅ཧػೳͱ͸Կ͔
    ΞʔΩςΫνϟύλʔϯߟ࡯
    ߨԋऀͷબ୒ͱ࣮ફ
    ؅ཧػೳͷӡ༻ͷ޻෉

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  8. ؅ཧػೳͱ͸Կ͔

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  9. ؅ཧػೳͱ͸Կ͔
    ؅ཧػೳ؅ཧը໘
    ͱݺ͹ΕΔઐ༻ͷΠϯλʔ
    ϑΣʔε΍πʔϧΛ࢖༻
    ͳͥ Ͳ͏΍ͬͯ
    ԿΛ
    ֤Ґͷ໨తୡ੒
    γεςϜͷద੾ͳӡ༻ɺޮ཰త
    ͳ؅ཧɺτϥϒϧͷૣظൃݟɾ
    ରԠɺ69ͷ޲্
    ۀ຿
    Ϣʔβʔ؅ཧɺγεςϜઃఆɺ
    τϥϒϧγϡʔςΟϯά
    ɺϨ
    ϙʔτɺຊਓ֬ೝɺΧʔυൃߦ
    ୭͕
    ओʹࣾ಺ͷεςʔΫϗϧμʔ
    γεςϜ؅ཧऀɺ
    $4ɺӦۀɺۀ຿ҕୗઌɺܦ
    ཧɺΞφϦετFUD
    ඞͣ͠΋ը໘ 6*
    Λ࣋ͭΘ͚Ͱ͸ͳ͍

    CBDLP
    ff i
    DFTZTUFN BENJOQBOFM౳ͷݺশ΋͋Δ

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  10. ؅ཧػೳͱ͸Կ͔
    w ࣄۀ΍ϓϩμΫτʹΑͬͯ؅ཧػೳ
    ͸ଟछଟ༷
    w ڞ௨఺͸αʔϏεΛޮ཰తʹӡ༻͢
    ΔͨΊͷॏཁͳπʔϧͱ͍͏͜ͱ
    w ΋͠؅ཧػೳ͕ͳ͔ͬͨΒˠ
    w γεςϜͷσʔλࢀর΍ߋ৽ͷ౓ʹ
    ຖճΤϯδχΞ͕Քಇ͢Δ
    w ͔ܽͤͳ͍ۀ຿Λ୲͏৔߹ɺΤϯυ
    ϢʔβʔʹՁ஋ఏڙͰ͖ͳ͍͜ͱ΋
    ؅ཧػೳ͕ͳͯ͘٧ΜͰ͍ΔਓͷਤΛ%"--&ʹͯੜ੒

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  11. ؅ཧػೳͱ͸Կ͔
    աڈʹ͋ͬͨΠϕϯτ
    ໊͕ۙ͘ຖճू·Δ೤͍࿩୊
    IUUQTBENJODIJSBNJTFOJHIUDPOOQBTTDPN

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  12. ͦΜͳॏཁͳ؅ཧػೳΛ
    ઌʹ࡞ͬͨ͜ͱ͋Γ·͔͢ʁ
    ໰͍͔͚

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  13. ؅ཧػೳͱ͸
    w ৽نࣄۀʹ͓͍ͯ͸Ձ஋΍Ծઆͷݕূ͕࠷༏ઌ
    w ૉૣ͘ϢʔβʔʹՁ஋Λఏڙ͠ɺࣄۀͷ੒ཱ
    ΛΊ͟͢
    w ॳظϑΣʔζͰ͸؅ཧػೳʹ૬౰͢Δۀ຿͸ӡ
    ༻ͰΧόʔ͕ͪ͠
    w ސ٬ґཔͷσʔλநग़͸42-ͰରԠ
    w Ϣʔβʔ͔Βͷ໰͍߹Θͤ͸ϩά͔Βௐࠪ
    IUUQTXXXSFEEJUDPNS1SPHSBNNFS)VNPSDPNNFOUTXSORXIFO@ZPV@
    fi
    Y@B@CVH@JO@QSPEVDUJPO SEU
    ରԠ͖͠Εͳ͘ͳΓޮ཰ԽɾࣗಈԽʹऔΓ૊Έ؅ཧػೳ͕Ͱ͖ΔΑ͋͘ΔετʔϦʔ
    ؅ཧػೳɺޙ௥͍Ͱ࡞ΒΕ͕ͪ

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  14. ؅ཧػೳͱ͸
    w ৽نࣄۀʹ͓͍ͯ͸Ձ஋΍Ծઆͷݕূ͕࠷༏ઌ
    w ૉૣ͘ϢʔβʔʹՁ஋Λఏڙ͠ɺࣄۀͷ੒ཱ
    ΛΊ͟͢
    w ॳظϑΣʔζͰ͸؅ཧػೳʹ૬౰͢Δۀ຿͸ӡ
    ༻ͰΧόʔ͕ͪ͠
    w ސ٬ґཔͷσʔλநग़͸42-ͰରԠ
    w Ϣʔβʔ͔Βͷ໰͍߹Θͤ͸ϩά͔Βௐࠪ
    IUUQTXXXSFEEJUDPNS1SPHSBNNFS)VNPSDPNNFOUTXSORXIFO@ZPV@
    fi
    Y@B@CVH@JO@QSPEVDUJPO SEU
    ରԠ͖͠Εͳ͘ͳΓޮ཰ԽɾࣗಈԽʹऔΓ૊Έ؅ཧػೳ͕Ͱ͖ΔΑ͋͘ΔετʔϦʔ
    ؅ཧػೳɺޙ௥͍Ͱ࡞ΒΕ͕ͪ

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  15. ؅ཧػೳͱ͸
    ؅ཧػೳ։ൃཁ൱ϑϩʔνϟʔτ

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  16. ؅ཧػೳͱ͸
    w ؅ཧػೳ։ൃ͸ʮޙ௥͍Ͱͭ͘ΒΕ͕ͪʯͱ͍͏ಛੑΛ࣋ͬͨγ
    εςϜ։ൃ
    w θϩ͔Β࡞Δ͜ͱ͸গͳ͘طଘγεςϜΛߟྀ֦ͭͭ͠ு͢Δ͔
    ͨͪͰ։ൃ͞ΕΔ
    લఏͱ੍໿͖ͭͰΞʔΩςΫνϟ΍ઃܭΛ

    ߟ͑Δ୉ޣຯͱֶͼ͕͋Δ

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  17. ΞʔΩςΫνϟύλʔϯߟ࡯

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  18. ΞʔΩςΫνϟύλʔϯߟ࡯
    IUUQTTQFBLFSEFDLDPNSIVNJFFO[JOJBXPNV[IJTVKVOUBUJIBEPVTIFOHLJSVLBQΑΓ
    ΞʔΩςΫνϟͷఆٛͱ͸ʁ

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  19. ΞʔΩςΫνϟύλʔϯߟ࡯
    ຊൃදʹ͓͚ΔΞʔΩςΫνϟ
    w ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱʹ͓͚Δ
    ΞʔΩςΫνϟͷߏ੒ཁૉͷ͏ͪߏ଄ʹண໨͢Δ
    w ಉॻͰ͸ʮߏ଄ɺΞʔΩςΫνϟಛੑɺΞʔΩς
    Ϋνϟܾఆɺઃܭࢦ਑ʯͷ͕ͭڍ͛ΒΕ͍ͯΔ
    w 'SPOUFOE #BDLFOEͷιʔείʔυΛͲͷΑ͏ʹ
    ฤ੒͢Δ͔Λओ؟ʹஔ͘
    w ຊདྷ͸ߏ଄͚ͩͰ͸ෆे෼ͳ఺ʹ஫ҙ
    ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱ.BSL3JDIBSETɺ/FBM'PSEஶɺౡాߒೋ༁

    ຊࢿྉͰύλʔϯͱݺͿ֓೦͸ಉॻͰ͸ελΠϧͱݺ͹Ε͍ͯΔ

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  20. ΞʔΩςΫνϟύλʔϯߟ࡯
    IUUQTTQFBLFSEFDLDPNLPJDIJLJTPNPSQIJDTVSWJWBMHVJEF TMJEFΛجʹ࡞੒

    ຊࢿྉͰ͸'SPOUFOE 1SFTFOUBUJPO 6*Λ΄΅ಉٛͷ༻ޠͱͯ͠࢖༻͢Δ
    $MJFOU
    ωοτϫʔΫͷ

    ͪ͜Β ਓؒ

    4FSWFS
    ωοτϫʔΫͷ

    ͋ͪΒଆ
    #BDLFOE
    ετϨʔδ޲͚ʹ

    ৘ใΛग़͠ೖΕ
    'SPOUFOE
    ਓؒ޲͚ʹ

    ৘ใΛग़͠ೖΕ
    /FUXPSL
    $MJFOUTJEF 4FSWFSTJEF 'SPOUFOE #BDLFOEͷࢦ͢΋ͷ
    ίϯϐϡʔλͷ෺ཧతͳҐஔʹΑΔ۠ผ
    ΞϓϦέʔγϣϯͷ࿦ཧతͳϨΠϠʹΑΔ۠ผ

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  21. ΞʔΩςΫνϟύλʔϯߟ࡯
    ؅ཧػೳΛ௥Ճ͢Δͱ͸
    1SFTFOUBUJPO%PNBJO4FQBSBUJPOͷུɻৄ͘͠͸ޙड़͢Δ

    ຊࢿྉͰ͸8FCγεςϜΛલఏͱ͠ɺଞͷέʔε͸؆୯ͷͨΊলུ͢Δ

    طଘͷγεςϜʹ
    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*
    1%4ॱक

    ؅ཧػೳ'SPOUFOEΛ#BDLFOE
    ͔Β෼཭ͭͭ͠௥Ճ
    ີ݁߹

    طଘ#BDLFOEίʔυϕʔεʹ
    ؅ཧػೳͷ͢΂ͯΛ௥Ճ
    ߏ଄తͳมߋΛߦ͍


    ཁ݅΍ಛੑΛຬͨ͢

    ৽͍͠γεςϜΛ࣮ݱ͢Δ
    .JDSPTFSWJDF

    طଘ#BDLFOEͱ௨৴͢Δ

    ؅ཧػೳαʔϏεΛ௥Ճ
    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT

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  22. มߋલͷΞʔΩςΫνϟͱͯ͠

    ୅දతͳͭ

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  23. 1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*

    ΞʔΩςΫνϟύλʔϯߟ࡯
    มߋલͷΞʔΩςΫνϟϞϊϦγοΫ
    4FSWFS
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    ͢΂ͯͷίʔυ͕୯ҰσϓϩΠϝϯτϢχοτ

    ͱͳΔϞϊϦγοΫͳߏ੒
    ໼ҹ͸࣮ࡍͷܦ࿏Ͱ͸ͳ͘ɺґଘؔ܎΍ࢀরͷ֓೦తͳܦ࿏
    'SPOUFOE
    #BDLFOE
    ΤϯυϢʔβʔ
    WJFXIFMQFSͱ

    &3#౳ͷςϯϓϨʔτΤϯδϯ
    มߋલͷΞʔΩςΫνϟ
    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT

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  24. ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT

    ΞʔΩςΫνϟύλʔϯߟ࡯
    มߋલͷΞʔΩςΫνϟ1%4ॱक
    4FSWFS
    $MJFOU
    #BDLFOE
    ଞʹ΋γεςϜίϯϙʔωϯτ͸͋Δ͚Ͳ؆୯ͷͨΊলུ
    'SPOUFOE
    3BJMT"1*NPEF
    ΤϯυϢʔβʔ
    ϓϨθϯςʔγϣϯͷ෼཭͕࣮ݱ͞Ε͍ͯΔ

    ͭҎ্ͷίʔυϕʔεɺͭҎ্ͷσϓϩΠϝϯτϢχοτ
    มߋલͷΞʔΩςΫνϟ
    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*

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  25. ΞʔΩςΫνϟύλʔϯߟ࡯
    IUUQTNBSUJOGPXMFSDPNCMJLJ1SFTFOUBUJPO%PNBJO4FQBSBUJPOIUNM
    1SFTFOUBUJPO%PNBJO4FQBSBUJPOͱ͸
    w ϓϨθϯςʔγϣϯϩδοΫ ˺6*
    ΛυϝΠϯϩδο
    Ϋ͔Β෼཭͢Δઃܭݪଇ
    w ϓϨθϯςʔγϣϯ͸ʮίʔυʹΑΔςετ͕೉͠
    ͍ʯʮߴ͍ઐ໳ੑ͕ཁٻ͞ΕΔʯ
    w υϝΠϯϩδοΫͱࠞ͟Δ͜ͱͰෳࡶ͔ͭࠔ೉ʹͳΔ
    w 1%4͸$MJFOU 4FSWFSͰͷ෺ཧతͳ෼཭ʹݶΒͳ͍
    w 3BJMT͕࠾༻͢Δ.7$ΞʔΩςΫνϟ͸࿦ཧతͳ෼ׂ
    Ͱ1%4Λ࣮ݱ͢ΔҰखஈ

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  26. 1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*
    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT

    ΞʔΩςΫνϟύλʔϯߟ࡯
    ؅ཧػೳΛ௥Ճ͢Δͱ͸
    4FSWFS
    $MJFOU
    ؅ཧػೳͷ'SPOUFOE #BDLFOEΛͲ͜ʹஔ͔͘ʁͱ͍͏໰͍
    #BDLFOE

    GPS؅ཧػೳ
    'SPOUFOE

    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    🆕❗
    ΤϯυϢʔβʔ

    มߋલͷΞʔΩςΫνϟ

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  27. ؅ཧػೳΛີ݁߹ͤ͞Δ

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  28. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘͷϞϊϦγοΫίʔυϕʔεʹ؅ཧػೳΛີ݁߹ͤ͞Δ
    4FSWFS
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    ΤϯυϢʔβʔ
    มߋલͷΞʔΩςΫνϟ
    มߋ಺༰
    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT
    ີ݁߹

    طଘ#BDLFOEίʔυϕʔεʹ
    ؅ཧػೳͷ͢΂ͯΛ௥Ճ
    Α͋͘ΔBENJOܥHFN௥Ճ͸͜ͷύλʔϯ

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  29. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘͷϞϊϦγοΫίʔυϕʔεʹ؅ཧػೳΛີ݁߹ͤ͞Δ
    ✅΄ͱΜͲͷέʔεͰ࠷খίετ
    ✅$*$%΍Πϯϑϥ໘ͷมߋ͕গͳ͍
    ✅νʔϜ͕࣋ͭεΩϧηοτͰରԠ͠΍͍͢

    ʢֶश༰қੑʣ
    ✅BENJOܥHFN͸ॆ࣮͍ͯ͠Δ

    3BJMT"ENJO BENJOJTUSBUF BDUJWFBENJO FUD

    ີ݁߹Λҙࣝతʹબ୒Ͱ͖ΔͳΒ͋Γ

    3BJMTͷڧΈΛ৳͹͢બ୒
    ❌ີ݁߹ʹΑΔ͋ΒΏΔ໰୊

    ❌BENJOܥHFNʹա౓ʹґଘ͢Δͱมߋ༰қੑ௿Լɹ

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  30. ΞʔΩςΫνϟύλʔϯߟ࡯
    গͳ͘ͱ΋ελʔτΞοϓاۀʹͱͬͯεϐʔυ͸ຊ
    ౰ʹΫϦςΟΧϧͳྗͳͷͰɺ΋͠ີ݁߹ͷঢ়ଶͰ΋଎
    ͘૸ΕΔιϑτ΢ΣΞͷߏ଄͕͋ΔͷͰ͋Ε͹ɺͦΕ͸
    Ώͬ͘Γ҆ఆͯ͠ܧଓతʹา͍͍ͯ͘ૄ݁߹ͷιϑτ
    ΢ΣΞઃܭΑΓڧ͍ͱ͍͏͜ͱΛ3BJMT͸͋Δఔ౓ূ໌͠
    ͍ͯͨΘ͚Ͱ͢Ͷɻ͍ͦͯ͠·ɺͦͷߏ଄ͷ··େ͖͘
    ͳΔͱ͘͢͝େมʹͳΔͱ͍͏͜ͱ΋ূ໌͍ͯ͠Δɻ
    IUUQTUXPQBHJMFFTNDPKQUEEXBTCSPLFOCZNBOJBDCBFCΑΓҾ༻

    ଠࣈ͸ݪจͷ΋ͷ
    ີ݁߹Λҙࣝతʹબ୒͢Δҙٛ

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  31. $MJFOU

    ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘͷ#BDLFOEίʔυϕʔεʹ؅ཧػೳΛີ݁߹ͤ͞Δ
    4FSWFS
    $MJFOU
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    ΤϯυϢʔβʔ
    3&45

    (SBQI2-

    H31$ FUD
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE
    GPS؅ཧػೳ
    มߋલͷΞʔΩςΫνϟ
    มߋ಺༰

    WJFXIFMQFSͱ

    &3#౳ͷςϯϓϨʔτΤϯδϯ
    41" NPCJMFBQQT
    ີ݁߹

    طଘ#BDLFOEίʔυϕʔεʹ
    ؅ཧػೳͷ͢΂ͯΛ௥Ճ
    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*

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  32. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘͷ#BDLFOEίʔυϕʔεʹ؅ཧػೳΛີ݁߹ͤ͞Δ
    ✅ ϞϊϦγοΫίʔυϕʔεʹ௥Ճ͢Δࡍͱ

    ɹɹ΄΅ಉ͡

    1%4ॱकͰಘͨϝϦοτΛࣦ͏
    ϞϊϦγοΫίʔυϕʔεʹ௥Ճ͢ΔࡍʹՃ͑


    ❌1SFTFOUBUJPO%PNBJO4FQBSBUJPOݪଇʹҧ൓

    υϝΠϯϩδοΫʹूத͍ͯͨ͠ίʔυϕʔεʹ
    'SPOUFOEͷίʔυ͕ೖΓࠐΉ

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  33. ؅ཧػೳʹ͓͍ͯ1%4Λॱक͢Δ

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  34. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOE͚ͩ࠶ར༻ͭͭ͠؅ཧػೳ͸1%4ॱक
    4FSWFS
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    $MJFOU
    ΤϯυϢʔβʔ
    'SPOUFOE
    GPS؅ཧػೳ
    3&45

    (SBQI2-

    H31$ FUD
    มߋલͷΞʔΩςΫνϟ
    มߋ಺༰

    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT
    1%4ॱक

    ؅ཧػೳ'SPOUFOEΛ#BDLFOE
    ͔Β෼཭ͭͭ͠௥Ճ

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  35. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOE͚ͩ࠶ར༻ͭͭ͠؅ཧػೳ͸1%4ॱक
    ✅6* ϓϨθϯςʔγϣϯ૚
    ͷີ݁߹Λ๷͛Δ

    ✅؅ཧػೳ6*ʹҟͳΔٕज़Λ࢖͑Δ
    ✅؅ཧػೳ6*ͷςετ͕͠΍͘͢ͳΔ
    ΤϯυϢʔβʔ޲͚ͱ؅ཧػೳͰ'SPOUFOEͱ෼཭͍ͨ͠

    ڧ͍ཧ༝͕ͳ͚Ε͹ɺخ͍͠γʔϯ͕͋·Γͳ͍
    ❌#BDLFOEʹ8FC"1*ͷ௥Ճ͕ඞཁ

    ❌؅ཧػೳ'SPOUFOEͷٕज़ελοΫशಘ͕ඞཁ
    ❌؅ཧػೳ'SPOUFOEͷ$*$%੔උͳͲඞཁ

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  36. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOE͚ͩ࠶ར༻ͭͭ͠؅ཧػೳ͸1%4ॱक
    4FSWFS
    $MJFOU
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    $MJFOU
    ΤϯυϢʔβʔ
    3&45

    (SBQI2-

    H31$ FUD
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    'SPOUFOE
    GPS؅ཧػೳ
    มߋ಺༰

    มߋલͷΞʔΩςΫνϟ
    1%4ॱक

    ؅ཧػೳ'SPOUFOEΛ#BDLFOE
    ͔Β෼཭ͭͭ͠௥Ճ
    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*
    3BJMT"1*NPEF

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  37. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOE͚ͩ࠶ར༻ͭͭ͠؅ཧػೳ͸1%4ॱक
    ϞϊϦγοΫίʔυϕʔεʹ௥Ճ͢ΔࡍʹՃ͑


    ✅1SFTFOUBUJPO%PNBJO4FQBSBUJPOΛҡ࣋Ͱ͖Δ

    ✅#BDLFOEʹ6*ؔ࿈ͷґଘؔ܎௥Ճ͕ෆཁ
    طଘ#BDLFOEͷ੹຿Λ1SFTFOUBUJPO·Ͱ޿͛ͣ1%4ҡ࣋
    ❌؅ཧػೳ'SPOUFOEͷ$*$%੔උͳͲඞཁ

    ❌؅ཧػೳ'SPOUFOEͷٕज़ελοΫशಘ͕ඞཁ

    ❌QPMZSFQPͳΒෳ਺ͷϨϙδτϦʹຖճมߋ͕ඞཁ

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  38. ΞʔΩςΫνϟύλʔϯߟ࡯
    ෼཭͞Εͨ؅ཧػೳ'SPOUFOEͷٕज़ελοΫͱ͸ʁ
    w 8FCϒϥ΢βͰಈ࡞͢Δ4JOHMF1BHF"QQMJDBUJPOͰ͋Δ͜ͱ͕େ൒
    w ϞόΠϧΞϓϦͷΑ͏ʹϦονͳମݧ͕ٻΊΒΕΔγʔϯ͕গͳ͍
    w ϞόΠϧΞϓϦ։ൃ͸૬ରతʹ։ൃɾӡ༻ίετ͕ߴ͘ɺ؅ཧػೳʹෆ޲͖
    w ઌड़ͨ͠ϝϦοτσϝϦοτ͸41"Λલఏͱ͍ͯ͠Δ
    w ༨ஊ
    #BDLFOE"1*ͷલஈʹ"1*ήʔτ΢ΣΠΛஔ͍ͯ443ͤ͞Δύλʔϯ΋͋Δ͕ɺ
    طଘͷ8FC"1*Λ#BDLFOEͱͯ͠ҡ࣋ͭͭ͠'SPOUFOEΛ෼཭͢ΔͷͰѥछͱݴ͑ͦ͏
    w ༨ஊ
    ࿩୊ͷ)PUXJSF΍5VSCPΛ࢖͍͜ͳͤ͹ίʔυϕʔε্͸෼཭ͤͣʹ࿦ཧతͳ
    ෼ׂΛ͏·͘Ͱ͖ͦ͏͔

    View full-size slide

  39. .JDSPTFSWJDFTԽʹΑΓ

    ؅ཧػೳαʔϏεΛ௥Ճ

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  40. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOEͱ௨৴͢Δ؅ཧػೳαʔϏε௥Ճ
    ؅ཧػೳͷར༻ऀ
    ΤϯυϢʔβʔ
    4FSWFS
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    #BDLFOE

    GPSΤϯυϢʔβʔ
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE
    GPS؅ཧػೳ
    #BDLFOE
    GPS؅ཧػೳ ઐ༻%#͕

    ͋Δ͔΋
    มߋલͷΞʔΩςΫνϟ
    มߋ಺༰

    41"ʹ͢Δέʔε΋͋Γ
    ϞϊϦγοΫ

    αʔό͔Βৗʹ)5.-Λฦ͢

    ैདྷͷ8FC"QQMJDBUJPOT
    .JDSPTFSWJDF

    طଘ#BDLFOEͱ௨৴͢Δ

    ؅ཧػೳαʔϏεΛ௥Ճ

    View full-size slide


  41. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOEͱ௨৴͢Δ؅ཧػೳαʔϏε௥Ճ
    4FSWFS
    $MJFOU
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    ΤϯυϢʔβʔ
    41"ʹ͢Δέʔε΋͋Γ
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE
    GPS؅ཧػೳ
    #BDLFOE
    GPS؅ཧػೳ ઐ༻%#͕

    ͋Δ͔΋
    มߋલͷΞʔΩςΫνϟ
    มߋ಺༰

    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*
    .JDSPTFSWJDF

    طଘ#BDLFOEͱ௨৴͢Δ

    ؅ཧػೳαʔϏεΛ௥Ճ

    View full-size slide


  42. ΞʔΩςΫνϟύλʔϯߟ࡯
    طଘ#BDLFOEͱ௨৴͢Δ؅ཧػೳαʔϏε௥Ճ
    ✅'SPOUFOE #BDLFOEͱ΋ʹૄ݁߹

    ʢυϝΠϯϩδοΫ΋෼཭Մʣ

    ✅ͦͷଞҰൠతͳϚΠΫϩαʔϏεͷϝϦοτ

    ʢϓϩηε෼཭ɺҟͳΔٕज़ελοΫ࠾༻FUDʣ
    ؅ཧػೳ͕׬શʹڥք͕͋ΔͳΒՄೳੑ͋Γ

    ޙ௥͍Ͱ࡞ΔΑ͏ͳঢ়گͰϚΠΫϩαʔϏεͷίετΛ෷͑Δ͔ʁ
    ❌طଘͷ#BDLFOEʹ8FC"1*Λ࣮૷͢Δඞཁ͋Γ

    ❌ͦͷଞҰൠతͳϚΠΫϩαʔϏεͷσϝϦοτ
    ϝϦοτɾσϝϦοτͷৄࡉ͸ʰϞϊϦε͔ΒϚΠΫϩαʔϏε΁ʱͳͲ͕ৄ͍͠

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  43. .PEFM
    BUUSJCVUF

    BUUSJCVUF

    ΞʔΩςΫνϟύλʔϯߟ࡯
    w ར༻ऀ͕ҟͳΔ͔Βͱ͍ͬͯΞʔΩςΫ
    νϟ্Ͱ෼཭͢Δͷ͕ਖ਼ղͱ͸ݶΒͳ͍
    w ໰͍ͦΕͧΕͰѻ͏υϝΠϯ ղܾ͍ͨ͠
    ໰୊ྖҬ
    ͸ҰॹͰ͸ʁ
    w υϝΠϯ͕ҰॹͳͷʹϞσϧ΍ίʔυΛ
    ෼཭͢Δͷ͸ޡͬͨ෼ׂͷՄೳੑ
    w ෼཭Ͱ͖ͯخ͍͔͠Ͳ͏͔Λ໰͍͔͚ͯ
    ݕ౼͢Δ
    ؅ཧػೳͷυϝΠϯͱ͸ʁ
    ؅ཧػೳͷར༻ऀ
    ΤϯυϢʔβʔ

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  44. ΞʔΩςΫνϟύλʔϯߟ࡯
    #BDLFOE

    ˠ૬৐Γ👍

    ϞσϧΛ࠶ར༻͢ΔՄೳੑ͕ߴ͍

    'SPOUFOE

    ˠ૬৐Γ🆗

    6*͸ผ෺ʹͳΔՄೳੑ͕ߴ͍
    4FSWFS
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    ΤϯυϢʔβʔ
    ΤϯυϢʔβʔ޲͚ػೳͱ؅ཧػೳ͕ಉ͡υϝΠϯͳΒ

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  45. Ξϯνύλʔϯ

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  46. ΞʔΩςΫνϟύλʔϯߟ࡯
    ϚΠΫϩαʔϏεͰڞ༗σʔλϕʔε %JTUSJCVUFE.POPMJUI

    4FSWFS
    $MJFOU
    #BDLFOE

    GPSΤϯυϢʔβʔ
    ؅ཧػೳͷར༻ऀ
    ΤϯυϢʔβʔ
    41"ʹ͢Δέʔε΋͋Γ
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    $MJFOU
    8FCCSPXTFS

    8FC7JFX
    'SPOUFOE
    GPS؅ཧػೳ
    #BDLFOE
    GPS؅ཧػೳ
    %#ڞ༗
    ✅࠷ॳͷ࣮૷ָ͕

    ❌෼ࢄγεςϜͷίετΛ෷͍
    ͭͭɺϚΠΫϩαʔϏεͷར఺Λ
    ΄΅ڗडͰ͖ͳ͍
    ආ͚Δ
    ৄ͍͠ղઆ͸ʰϞϊϦε͔ΒϚΠΫϩαʔϏε΁ʱ4BN/FXNBOஶɺౡాߒೋ༁Λࢀর

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  47. ͲͷύλʔϯΛબͿ΂͖ʁ

    View full-size slide


  48. ΞʔΩςΫνϟύλʔϯߟ࡯
    w ࣮ݱ͍ͨ͠ػೳ΍ಛੑ͸Կ͔Λ஌Δ
    w બ୒ࢶ͝ͱͷτϨʔυΦϑΛཧղ͢Δ
    w มߋલͷΞʔΩςΫνϟͷํ਑ͱ࣮ݱ͞Ε͍ͯͨ͜ͱ
    w ؅ཧػೳ௥ՃʹΑΓࣦΘΕΔ͜ͱ
    w ࣄۀɾϓϩμΫτʹ͓͚Δ؅ཧػೳͷཱͪҐஔΛ஌Δ
    w ΤϯυϢʔβʔ޲͚ػೳͱ؅ཧػೳͷυϝΠϯ ղܾ͍ͨ͠໰୊ྖҬ

    ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱ͕ৄ͍͠
    ΞʔΩςΫνϟʹਖ਼ղ͸ͳ͍

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  49. ΞʔΩςΫνϟύλʔϯߟ࡯
    w ୭͕ԿͷͨΊʹ࢖͏ͷ͔͍͋·͍ʹͳΓ͕ͪ
    w ࣄۀ֦େʹ൐ͬͯ஌Β͵͏ͪʹεςʔΫϗϧμʔ͕૿͑ɺͲ͏͠Α
    ͏΋ͳ͍͜ͱʹͳ͍ͬͯΔՄೳੑ
    w ੹຿Λදݱ͢Δ໊લͱͯ͠ʮ؅ཧը໘ʯ͸ద੾͔ʁͱ໰͏ͯ΋Α͍
    ʢ༨ஊʣ؅ཧը໘ͱݺͿͷΛ΍Ίͨ΄͏͕͍͍͔΋͠Εͳ͍

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  50. ߨԋऀͷબ୒ͱ࣮ફ

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  51. ߨԋऀͷબ୒ͱ࣮ફ
    ͲΜͳαʔϏε͔ɺҰݴͰද͢ͱͨ͠ΒʮϢʔβʔϑΝʔετͳσδλϧόϯΫʯͰ͢ɻʢதུʣ
    ϢʔβʔϑΝʔετͳαʔϏεఏڙʹ͸ɺૉ੖Β͍͠ΧελϚʔαϙʔτ͕ෆՄܽͰ͢ɻࢧళΛ࣋ͨͳ
    ͍ۜߦͰ͋ΔͨΊɺಛʹͳʹ͔τϥϒϧ͕ى͖ͨ࣌ͷରԠ࣍ୈͰɺϢʔβʔ͕ೋ౓ͱ࢖Θͳ͘ͳΔͷ
    ͔ɺϑΝϯʹͳͬͯ͘ΕΔ͔͕ܾ·Δ͜ͱͰ͠ΐ͏ɻࢲୡ͸Ѫ৘ͱ৘೤Λ΋ͬͯϢʔβʔʹ޲͖߹͍ɺ
    ੜ׆Λ͍ۙڑ཭Ͱαϙʔτ͢ΔଘࡏͰ͋Γ͍ͨͱࢥ͍ͬͯ·͢ɻʢதུʣ
    ୈೋʹɺ෺ཧతͳࢧళΛ࣋ͨͣʹՄೳͳݶΓ͢΂ͯͷαʔϏεΛΫϥ΢υͰ׬݁ͤ͞Δ͜ͱɻ
    چདྷͷۜߦ͸ࢧళΛ࣋ͪɺͦ͜ʹ͸౰વैۀһ͕͍·ͨ͠ɻωοτઐۀͷۜߦ͸ࢧళΛ࣋ͨͳ͍͜ͱʹ
    ΑΔίετ༏ҐੑΛ࣮ݱ͠ɺͦͷ෼҆ՁͳαʔϏεఏڙΛ࣮ݱ͍ͯ͠·͕͢ɺࢲୡ͸ɺͦͷ্Ͱ͢΂ͯ
    ͷΠϯϑϥΛΫϥ΢υ্ʹ࣋ͭ͜ͱͰɺٸ଎ͳεέʔϧΞοϓɺϏοάσʔλͷऩूɺߴ଎ͳվળɺ৽
    ͍͠Ձ஋ͷఏڙΛ࣮ݱ͠·͢ɻ
    #ʹ͓͚Δ؅ཧػೳͷՁ஋
    ੺ࣈ͸ࢿྉ࡞੒ऀʹΑΔ΋ͷ

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  52. ͲΜͳαʔϏε͔ɺҰݴͰද͢ͱͨ͠ΒʮϢʔβʔϑΝʔετͳσδλϧόϯΫʯͰ͢ɻʢதུʣ
    ϢʔβʔϑΝʔετͳαʔϏεఏڙʹ͸ɺૉ੖Β͍͠ΧελϚʔαϙʔτ͕ෆՄܽͰ͢ɻࢧళΛ࣋ͨͳ
    ͍ۜߦͰ͋ΔͨΊɺಛʹͳʹ͔τϥϒϧ͕ى͖ͨ࣌ͷରԠ࣍ୈͰɺϢʔβʔ͕ೋ౓ͱ࢖Θͳ͘ͳΔͷ
    ͔ɺϑΝϯʹͳͬͯ͘ΕΔ͔͕ܾ·Δ͜ͱͰ͠ΐ͏ɻࢲୡ͸Ѫ৘ͱ৘೤Λ΋ͬͯϢʔβʔʹ޲͖߹͍ɺ
    ੜ׆Λ͍ۙڑ཭Ͱαϙʔτ͢ΔଘࡏͰ͋Γ͍ͨͱࢥ͍ͬͯ·͢ɻʢதུʣ
    ୈೋʹɺ෺ཧతͳࢧళΛ࣋ͨͣʹՄೳͳݶΓ͢΂ͯͷαʔϏεΛΫϥ΢υͰ׬݁ͤ͞Δ͜ͱɻ
    چདྷͷۜߦ͸ࢧళΛ࣋ͪɺͦ͜ʹ͸౰વैۀһ͕͍·ͨ͠ɻωοτઐۀͷۜߦ͸ࢧళΛ࣋ͨͳ͍͜ͱʹ
    ΑΔίετ༏ҐੑΛ࣮ݱ͠ɺͦͷ෼҆ՁͳαʔϏεఏڙΛ࣮ݱ͍ͯ͠·͕͢ɺࢲୡ͸ɺͦͷ্Ͱ͢΂ͯ
    ͷΠϯϑϥΛΫϥ΢υ্ʹ࣋ͭ͜ͱͰɺٸ଎ͳεέʔϧΞοϓɺϏοάσʔλͷऩूɺߴ଎ͳվળɺ৽
    ͍͠Ձ஋ͷఏڙΛ࣮ݱ͠·͢ɻ

    ߨԋऀͷબ୒ͱ࣮ફ
    ؅ཧػೳʹ΋໨ࢦ͢΂͖໌֬ͳϏδϣϯ͕͋Δ
    ϢʔβʔϑΝʔετͳΧελϚʔαϙʔτʹΑΔ
    Ϧςϯγϣϯͷ޲্
    Χʔυൃߦձࣾ΍ۜߦۀ຿ͷ
    σδλϧԽʹΑΔڝ૪༏Ґ

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  53. ߨԋऀͷબ୒ͱ࣮ફ
    બ͹Εͨͷ͸ɺ͜ͷύλʔϯͰͨ͠
    4FSWFS
    $MJFOU
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    ؅ཧػೳͷར༻ऀ
    $MJFOU
    ΤϯυϢʔβʔ
    3&45
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    'SPOUFOE
    GPS؅ཧػೳ
    มߋ಺༰

    มߋલͷΞʔΩςΫνϟ
    1%4ॱक

    41"΍NPCJMFͷ'SPOUFOE
    #BDLFOE8FC"1*
    1%4ॱक

    ؅ཧػೳ'SPOUFOEΛ#BDLFOE
    ͔Β෼཭ͭͭ͠௥Ճ

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  54. ߨԋऀͷબ୒ͱ࣮ફ
    'SPOUFOE

    GPSΤϯυϢʔβʔ
    #BDLFOE

    GPSΤϯυϢʔβʔ

    GPS؅ཧػೳ
    'SPOUFOE

    GPS؅ཧػೳ
    ΞʔΩςΫνϟશମͷৄ͍͠ղઆ͸ϒʔε͔ΧδϡΞϧ໘ஊͰ

    IUUQTTNBSUCBOLDPKQSFDSVJUFOHJOFFSTVNNBSZͰ΋ެ։த

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  55. ߨԋऀͷબ୒ͱ࣮ફ
    ཧ༝
    w 1SFTFOUBUJPO%PNBJO4FQBSBUJPOΛҡ͍࣋ͨ͠
    w BENJOܥϑϨʔϜϫʔΫΛ༻͍ͨ41"։ൃͰίετ࡟
    ݮΛਤΔ
    w +454ܦݧ͍ͯ͠Δϝϯόʔ͸͓ΓɺνʔϜͷٕज़
    ϙʔτϑΥϦΦʹ߹கͦ͠͏
    ΤϯδχΞϦϯά؍఺
    w Χʔυൃߦ΍ۜߦۀ຿ʹ͓͍ͯɺΤϯυϢʔβʔɾ
    ؅ཧػೳͷར༻ऀؒͰղܾ͍ͨ͠໰୊ྖҬ͸ڞ௨
    w #BDLFOEΛ෼཭͢Δ͜ͱͰɺυϝΠϯϩδοΫ͸ࢄ
    ҳ͠ۮൃతͳෳࡶ͞ΛੜΉͱ൑அ
    w $4ۀ຿؅ཧػೳͷମݧ͕ΤϯυϢʔβʔͷମݧͷ
    ྑ͠ѱ͠ʹܨ͕Δ
    w ߴ଎ʹಈ࡞͢Δ6*ͰετϨεΛ࡟ݮ
    ࣄۀɾϓϩμΫτ؍఺

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  56. ߨԋऀͷબ୒ͱ࣮ફ
    w ΤϯυϢʔβʔ޲͚ɺ؅ཧػೳ޲͚ͲͪΒ΋ಉ͡ϝϯλϧϞσϧͰ։ൃͰ͖͍ͯΔ
    w ಉ͡ޠኮɺϞσϧɺ3&45"1*
    w ϞϊϦεͷංେԽΛ཈੍ͭͭ͠ɺߴ଎ʹ։ൃͰ͖͍ͯΔ
    w ϦϦʔε࣌ʹ૝ఆ͍ͯͨ͠௨Γ؅ཧػೳ͸ଟ͍ɺ೥Ͱը໘Ҏ্͍ͭͬͯ͘Δ
    w WJFXؔ࿈ͷHFNͳͲ΋ෆཁ
    w ςετͷهड़ྔ΍଎౓ͷ໰୊΋௿ݮͰ͖ͯΔ
    w બ୒ͨ͠SFBDUBENJO͕ෑ͘ϨʔϧʹࡌΔ͜ͱͰαΫαΫը໘ΛߏஙͰ͖Δ
    w ΧελϜ$44Λ΄΅ॻ͔ͳ͍
    ͳͥSFBDUBENJOΛબΜͩͷ͔ʁ͸ผͷػձʹ
    ৼΓฦͬͯΈͯྑ͔ͬͨ͜ͱ👍

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  57. ߨԋऀͷબ୒ͱ࣮ફ
    w 3FBDU 5ZQF4DSJQUະܦݧͩͱ΍΍ֶशϋʔυϧ͕͋Δ
    w ΄΅ఆܕͳͷͰdը໘ॻ͚͹׳ΕΔ
    w #BDLFOEͱ݁߹ͨ͠&&ςετ͕༰қʹ͸੔උͰ͖ͣɺඞཁʹԠͯ͡ϚχϡΞ
    ϧςετ͍ͯ͠Δ
    w ϞόΠϧ޲͚#BDLFOE"1*Ͱ΋ଘࡏ͢Δ՝୊
    w SFBDUBENJOWͰഁյతมߋ͕ଟ͋͘ΓରԠʹྀۤ
    w ͜Ε͸·ͩਐߦத
    ৼΓฦͬͯΈͯྑ͘ͳ͔ͬͨ͜ͱ👎

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  58. ؅ཧػೳͷӡ༻ͷ޻෉

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  59. ڞଘ͢Δ#BDLFOEίʔυϕʔεͰ

    ڥքΛ࡞ΔςΫχοΫ

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  60. ؅ཧػೳͷӡ༻ͷ޻෉
    w OBNFTQBDF
    w ෼཭Ϩϕϧͱͯ͠͸࠷΋ऑ͍
    w NPVOUBCMFFOHJOF
    w HFN
    w QBDLXFSL
    w ৄ͘͠ͳ͍ͷͰڭ͍͑ͯͩ͘͞ʂ
    ʰ(SBEVBM.PEVMBSJ[BUJPOGPS3VCZBOE3BJMTʱ໘നͦ͏
    બ୒ࢶ

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  61. ؅ཧػೳͷӡ༻ͷ޻෉
    w ؅ཧػೳ͸͢΂ͯOBNFTQBDF෼཭
    w "ENJOίϯςΩετΛҙࣝͤ͞Δ
    w ςʔϒϧ΋Ϟδϡʔϧ΋63*΋෼͚Δ
    OBNFTQBDFʹΑΔ෼཭

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  62. ؅ཧػೳͷӡ༻ͷ޻෉
    w ΤϯυϢʔβʔ޲͚ΤϯςΟ
    ςΟΛ࠶ར༻͍ͨ͠ͱ͖͸ܧঝ
    ͨ͠αϒΫϥε΍ίϯϙδγϣ
    ϯͰදݱ
    w ؅ཧػೳઐ༻ͷৼΔ෣͍ΛͲ͜
    ʹهड़͢Ε͹Α͍͔Θ͔Γ΍͢
    ͘͢Δ
    OBNFTQBDFʹΑΔ෼཭
    IUUQTBQJSVCZPOSBJMTPSHWDMBTTFT"DUJWF3FDPSE1FSTJTUFODFIUNMNFUIPEJCFDPNFT

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  63. ؅ཧػೳͷӡ༻ͷ޻෉
    w ΤϥʔτϥοΩϯάπʔϧ౳ͷ
    ௨஌΋Ұ໨Ͱ؅ཧػೳͩͱ൑அ
    Ͱ͖ͯศར
    w ϓϩηεΛ෼཭͢Ε͹؀ڥม਺
    ʹΑΔڍಈͷ੍ޚ΋Ͱ͖Δ
    w ෳࡶੑ૿ՃͷͨΊ࢖͍ॴ஫ҙ
    খωλ

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  64. ؅ཧػೳͷӡ༻ͷ޻෉
    w ଱ো֐ੑͷ޲্
    w ؂ࢹ༰қੑͷ޲্
    w εέʔϥϏϦςΟͷ޲্
    w ؀ڥม਺ʹΑΔৼΔ෣͍ͷ੍ޚ
    w :+*5Λ؅ཧػೳͰࢼ͢౳ͷ࣮ݧ΋Մ

    #BDLFOEͷϓϩηεͷ෼཭
    ͭͷίʔυϕʔε
    #BDLFOE

    GPSΤϯυϢʔβʔ
    GPS؅ཧػೳ
    #BDLFOE

    GPSΤϯυϢʔβʔ
    #BDLFOE

    GPS؅ཧػೳ
    σϓϩΠϝϯτ" σϓϩΠϝϯτ#
    σϓϩΠ
    ΞʔΩςΫνϟύλʔϯͷબ୒ʹΑΒ͓ͣ͢͢Ί͍ͨ͠

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  65. ؅ཧػೳͷӡ༻ͷ޻෉
    w #Ͱ͸&$4ͷαʔϏεΛΘ͚
    ͍ͯΔ
    w ϞόΠϧΞϓϦͱ؅ཧػೳ41"
    ͦΕͧΕͰ)551ϦΫΤετઌ͕
    ෼͔Ε͍ͯΔ
    ϓϩηεͷ෼཭

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  66. ؅ཧػೳͷӡ༻ͷ޻෉
    w "NB[PO$MPVE8BUDI-PHTͰͦΕͧΕҟͳΔMPHHSPVQTΛઃఆ
    w ؂ࢹ߲໨΋ݸผʹઃఆՄೳ
    w ΤϯυϢʔβʔ޲͚"1*ͱ؅ཧػೳ"1*Ͱ͖͍͠஋Λม͑ΔͳͲ
    ؂ࢹɾϩάͷ෼཭

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  67. ؅ཧػೳͷӡ༻ͷ޻෉
    w ਺೥ؒɺ؅ཧػೳͷ҆ఆͨ͠ӡ༻ͱܧଓతͳ։ൃ͕Ͱ͖͍ͯΔ
    w ࠓޙͷ՝୊
    w ංେԽ͍ͯ͘͠ίʔυϕʔεʹͲ͏ཱͪ޲͔͍͔ͬͯ͘
    w ΑΓݫ֨ͳڥքΛҾ͘ʁ
    ͜ͷΑ͏ͳ޻෉ʹΑΓ

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  68. ·ͱΊ
    ࿩ͨ͜͠ͱ
    🏢 ؅ཧػೳ͸ॏཁ͕ͩޙ௥͍Ͱ࡞ΒΕ͕ͪ
    ޙ௥͍Ͱ࡞Δͱ͖ʹߟྀ͢΂͖ΞʔΩςΫνϟύλʔϯ͸ͭͰ͸ͳ͍
    🤝 ؅ཧػೳʹݶΒͣΞʔΩςΫνϟબ୒ʹτϨʔυΦϑ͸෇͖΋ͷ

    ٕज़؍఺͚ͩͰͳ͘ࣄۀɾϓϩμΫτɾνʔϜΛྑ͘஌Δඞཁ͕͋Δ
    ✂ ಉҰίʔυϕʔεͰ΋ڥքΛҙࣝͤ͞Δ޻෉͸Ͱ͖Δ

    ϓϩηεͷ෼཭ʹΑΔ҆ఆతͳอकɾӡ༻Λݕ౼͠Α͏

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  69. ·ͱΊ
    ࿩͍ͯ͠ͳ͍͜ͱ
    🧐 ΞʔΩςΫνϟͷߏ଄Ҏ֎ͷ΄ͱΜͲͷ͜ͱ
    👯 νʔϜڥքͳͲͷ૊৫ʹ·ͭΘΔΤτητϥ
    🐉 3BJMTΞϓϦέʔγϣϯͷߴ౓ͳϞδϡʔϧԽख๏

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  70. ࢀߟ
    w ʰϞϊϦε͔ΒϚΠΫϩαʔϏε΁ʱ4BN/FXNBOஶɺౡాߒೋ༁
    w ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱ.BSL3JDIBSETɺ/FBM'PSEஶɺౡాߒೋ༁
    w όοΫΤϯυ8FC"1*ʹ؅ཧը໘؅ཧػೳΛ௥Ճ͢ΔΞʔΩςΫνϟύλʔϯ
    w IUUQTPICBSZFIBUFOBCMPHKQFOUSZBENJOGFBUVSFBSDIJUFDUVSFQBUUFSOT
    w ؅ཧը໘Λ࡞Δࡍʹߟ͑Δ͜ͱ
    w IUUQTTDSBQCPYJPPICBSZF؅ཧը໘Λ࡞Δࡍʹߟ͑Δ͜ͱ
    w ʮ؅ཧը໘ʯͷϚΠΫϩαʔϏεΛ্ཱͪ͛Δલʹߟ͑Δ΂͖͜ͱ
    w IUUQTRJJUBDPNRTPOBJUFNTGEGGCFBC
    w ϚΠΫϩαʔϏεͰ؅ཧը໘͕ཚཱ͢Δ໰୊ͱରࡦ
    w IUUQTNFEJVNDPN
    fi
    ODFOHJOFFSJOHNJDSPTFSWJDFTBENJOUPPMTCGDCB
    w ສߦΦʔόʔͷϞϊϦγοΫ3BJMTΞϓϦΛϚΠΫϩαʔϏεԽͨ͠ΫοΫύουͷखॱ
    w IUUQTFIDBSFFSDPNFOHJOFFSIVCFOUSZ
    w HSQDHBUFXBZͰ࡞ΔϚΠΫϩαʔϏεͷ؅ཧը໘
    w IUUQTTQFBLFSEFDLDPNOBTVNHSQDHBUFXBZEF[VPSVNBJLVSPTBCJTVGBMTFHVBOMJIVBNJBO

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  71. ࢀߟ
    w /FYU$VSSFODZͷ؅ཧը໘αʔόαΠυΤϯδχΞͷϑϩϯτΤϯυٕज़બ୒
    w IUUQTTQFBLFSEFDLDPNTPOBUBSEOFYUDVSSFODZGBMTFHVBOMJIVBNJBO
    TBCBTBJEPFO[JOJBGBMTFIVSPOUPFOEPKJTIVYVBO[F
    w גࣜձࣾ'0-*0ͷ࣍ੈ୅ূ݊γεςϜΛͻ΋ͱ͘
    w IUUQTJUPIJSPIBUFOBCMPHDPNFOUSZ
    w '0-*0Λࢧ͑ΔΤϯδχΞϦϯά૊৫ͷࣣసീ౗ه೥ౙ
    w IUUQTUBOEQIBUFOBCMPHDPNFOUSZGPMJPPSHBOJ[BUJPO
    w ৽نαʔϏεͷ؅ཧը໘Λ୹ظؒͰݟӫ͑ྑ࣮͘૷͢Δ
    w IUUQTUFDIMJGFDPPLQBEDPNFOUSZ

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  72. ࢀߟ
    w ϚχΞ͕௵ͨ͠ςετۦಈ։ൃʙʰ݈શͳϏδωεͷܧଓత੒௕ͷͨΊʹ͸݈શͳ
    ίʔυ͕ඞཁͩʱରஊʢ̑ʣ
    w IUUQTUXPQBHJMFFTNDPKQUEEXBTCSPLFOCZNBOJBDCBFC
    w 3VCZPO3BJMTͷਖ਼ମͱ޲͖߹͍ํ
    w IUUQTTQFBLFSEFDLDPNZBTBJDIJXIBUJTSVCZPOSBJMTBOEIPXUPEFBM
    XJUIJU
    w ΤϯδχΞΛ໨ࢦ͢܅ͨͪ͸Ͳ͏ੜ͖Δ͔ɹʙιϑτ΢ΣΞΞʔΩςΫτͷ͢ʍΊʙ
    w IUUQTTQFBLFSEFDLDPNSIVNJFFO[JOJBXPNV[IJTVKVOUBUJIBEPVTIFOH
    LJSVLB

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  73. ࢀߟ
    w ؅ཧը໘νϥݟͤὑφΠτ
    w IUUQTBENJODIJSBNJTFOJHIUDPOOQBTTDPN
    w ײ૝IUUQTUXJUUFSDPNZVLJTUBUVT
    w ײ૝IUUQTUXJUUFSDPNTFSJNBTUBUVT
    w ײ૝IUUQTUXJUUFSDPN,FOUBSPV5BLFEBTUBUVT
    w *TPNPSQIJD4VSWJWBM(VJEF
    w IUUQTTQFBLFSEFDLDPNLPJDIJLJTPNPSQIJDTVSWJWBMHVJEF
    w 3FBDU4FSWFS$PNQPOFOUTʹײͨ͡ϑϩϯτΤϯυͷফࣦ
    w IUUQT[FOOEFWLPEVLJBSUJDMFTGGB

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