組織に自動テストを書く文化を根付かせる戦略（2022秋版） / Building Automated Test Culture 2022 Autumn Edition

2022年9月9日
日本科学技術連盟 ソフトウェア品質シンポジウム2022（SQiP2022）

Transcript

1. ૊৫ʹࣗಈςετΛॻ͘
   จԽΛࠜ෇͔ͤΔઓུ
   ʢळόʔδϣϯʣ
   ࿨ా୎ਓ !U@XBEB
   
   4FQ !೔Պٕ࿈42J1
   rev.6
   

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2. ೥͔ΒΞοϓσʔτΛॏͶ͖ͯͨߨԋͷ೥ळ൛Ͱ͢
   IUUQTTQFBLFSEFDLDPNUXBEB
   είʔϓΛઓུฤʹߜΓɺ಺༰Λେ෯ʹ
   վగͨ͠΋ͷ͕ࠓճͷߨԋࢿྉͰ͢
   
   
   
   

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3. ͜ͷߨԋͷ಺༰͸1VCMJDLFZʹৄ͘͠·ͱ·͍ͬͯ·͢ʢશճʣ
   IUUQTXXXQVCMJDLFZKQCMPHIUNM
   

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4. t-wada
   
   t_wada
   
   twada
   📷🙆 📹🙅
   🙆
   ࣗݾ঺հ
   

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5. ٕज़ॻͷग़൛ʹؔΘ͍ͬͯ·͢
   

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6. IUUQTUXBEBIBUFOBCMPHKQFOUSZXEQSFTTTBWBOOBDPMVNO
   8%#13&44ʹίϥϜΛ࿈ࡌ͍ͯ͠·͢
   

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7. illustrated by @mty_mno
   ΑΖ͓͘͠ئ͍͠·͢
   

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8. લఏ*5͸ࣄۀͷίΞʹͳͬͨ
   IUUQTXXXFWBOHFMJTNKQSFTPVSDFTCVTJOFTTXJUIJU
   

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9. ʮ%9ʯͷϞʔυͱϞʔυ
   IUUQTXXXTMJEFTIBSFOFU5PLPSPUFO/BLBZBNBEY
   

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10. IUUQTOPUFDPNNJ[@LVTIJEBOOBEBD
    1.#0,ୈ൛ͷେվగ༧ଌܕ͔ΒదԠܕ΁
    

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11. ܾΊΒΕͨ΋ͷΛ
    ܾΊΒΕͨͱ͖·Ͱʹ
    ഁ୼ͳ͘࡞Δ
    ͩΕ΋౴͕͑Θ͔Βͳ͍΋ͷΛ
    ໛ࡧ͠ͳ͕Β࡞Γଓ͚Δ
    ͔͠΋౴͕͑ࠁʑͱมΘ͍ͬͯ͘
    ༧ଌܕ͔ΒదԠܕ΁
    

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12. Θ͔Βͳ͍ͳΓʹ΍ΓΑ͏͸͋Δ
    

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13. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ೔ܦ#1தా͞ΜͷϨϙʔτ
    

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14. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ମݧͨ͜͠ͱͷͳ͍੡඼΍αʔϏεΛ࡞Δํ๏࿦
    ΋͏ҰͭͷபͰ͋ΔσβΠϯࢥߟ͸
    ͜ͷߨԋͰ͸είʔϓ֎ͱ͍ͤͯͩ͘͞͞
    

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15. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ϦϦʔεͨ͠੡඼͸ʮඞͣؒҧ͍ͬͯΔʯ
    

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16. IUUQTLPLPUBUBUBIBUFOBCMPHDPNFOUSZ
    ΞδϦςΟΛࢧ͑Δٕज़͸%FW0QT΁ମܥԽ͞Εͨ
    

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17. 5IF4UBUFPG%FW0QT
    3FQPSUT
    

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18. IUUQTXXXEFWPQTSFTFBSDIDPNSFTFBSDIIUNM
    5IF4UBUFPG%FW0QT3FQPSUT
    

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19. มΘΔੈքͭͷΩʔϝτϦΫε
    wϦʔυλΠϜ
    wσϓϩΠස౓
    w.553 ฏۉम෮࣌ؒ
    
    wมߋࣦഊ཰
    IUUQTXXXBNB[PODPKQEQ
    

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20. ϦʔυλΠϜͱσϓϩΠස౓ԾઆݕূϓϩηεΛਝ଎ʹճ͢
    IUUQJLFZIBUFCMPKQFOUSZ
    

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21. .553.FBOUJNFUP3FDPWFSZ3FQBJS
    IUUQTXXXTMJEFTIBSFOFUEFDPEFEPTSFTJUFSFMJBCJMJUZFOHJOFFSJOHJOB[VSFPOB[VSF Ұ෦վม
    
    ͜ͷฏۉ͕.553
    

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22. IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019
    

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23. ΤϦʔτ ϋΠύϑΥʔϚʔ
    ϛσΟΞϜ
    ύϑΥʔϚʔ
    ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ೔ະຬ ೔͔Βिؒ ि͔ؒΒϱ݄ ϱ݄͔Β൒೥
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ
    
    ೔ճ͔Βिճ िճ͔Β݄ճ ݄ճ͔Β൒೥ʹճ
    .553 ࣌ؒະຬ ೔ະຬ ೔ະຬ ि͔ؒΒϱ݄
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʢສઍ݅Ҏ্ͷճ౴ΛΫϥελʔ෼ੳʣ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019
    

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24. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ೔ະຬ ഒ ϱ݄͔Β൒೥
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ
    
    ഒ ݄ճ͔Β൒೥ʹճ
    .553 ࣌ؒະຬ ि͔ؒΒϱ݄
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʹ͓͚ΔΤϦʔτΫϥελͱϩʔύϑΥʔϚʔΫϥελͷࠩ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019
    

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25. IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021
    

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26. ΤϦʔτ ϋΠύϑΥʔϚʔ
    ϛσΟΞϜ
    ύϑΥʔϚʔ
    ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ࣌ؒະຬ ೔͔Βिؒ ϱ݄͔Β൒೥ ൒೥Ҏ্
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ
    
    िճ͔Β݄ճ ݄ճ͔Β൒೥ʹճ ൒೥ʹճະຬ
    .553 ࣌ؒະຬ ೔ະຬ ೔͔Βिؒ ൒೥Ҏ্
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʢສઍ݅Ҏ্ͷճ౴ΛΫϥελʔ෼ੳʣ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021
    

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27. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ࣌ؒະຬ ഒ ൒೥Ҏ্
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ
    
    ഒ ൒೥ʹճະຬ
    .553 ࣌ؒະຬ ൒೥Ҏ্
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʹ͓͚ΔΤϦʔτΫϥελͱϩʔύϑΥʔϚʔΫϥελͷࠩ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021
    

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28. ૊৫ͷύϑΥʔϚϯεͷଌఆࢦඪ͸ऩӹੑɺࢢ৔઎༗཰ɺੜ࢈ੑͷͭ
    ͜ΕΒͭ͸աڈͷௐࠪݚڀ<8JEFOFS>Ͱෳ਺ճʹΘͨΓ༗ޮੑཱ͕ূ͞Εͯ
    ͓Γɺ౤ࢿརӹ཰ 30*
    ͱͷߴ͍૬͕ؔ͋ΓɺܠؾͷӨڹΛड͚ͳ͍
    ͜͜਺೥ͷ෼ੳͰɺϋΠύϑΥʔϚʔͷύϑΥʔϚϯεͷଌఆ݁Ռ͕ϩʔύϑΥʔϚ
    ʔͷͦΕΛ্ճΔ܏޲ʹ͋Γɺ྆ࣾͷରൺ͸Ұ؏ͯ͠ഒΛ௒͍͑ͯΔ
    ͜ΕʹΑΓɺ૊৫ͷιϑτ΢ΣΞσϦόϦͷέΠύϏϦςΟ ೳྗɺػೳ
    ͸ɺ
    

    ૊৫ʹڝ૪্ͷ༏ҐੑΛ΋ͨΒ͢͜ͱཱ͕ূ͞Εͨ
    ιϑτ΢ΣΞσϦόϦͷೳྗ͸ɺ૊৫ʹڝ૪্ͷ༏ҐੑΛ΋ͨΒ͢͜ͱཱ͕ূ͞Εͨ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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29. Ͱ΋͏ͪͷ ձࣾcۀ຿cιϑ
    τ΢ΣΞ
    ͸ಛघ͔ͩΒʜʜ
    

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30. զʑ͸ύοέʔδιϑτ΢ΣΞɺ4P3ɺ૊ΈࠐΈιϑτ΢ΣΞΛ࢖͍ͬͯΔνʔϜ
    ͸ύϑΥʔϚϯε͕௿͘ɺ4P&΍৽छͷγεςϜΛ࢖͍ͬͯΔνʔϜ͸ύϑΥʔϚ
    ϯε͕ߴ͍ͱ༧ଌ͍͔ͯͨ͠ΒͰ͋Δɻͦͯͦ͠ͷ༧ଌ͕֎Ε͍ͯͨ͜ͱΛཱূ͢
    Δσʔλ͕ಘΒΕͨɻ
    ͜ΕʹΑͬͯɺΞʔΩςΫνϟͷ࣮૷ͷৄࡉΑΓ΋
    

    ʢ͜ͷ͋ͱઆ໌͢Δ̎ͭͷʣΞʔΩςΫνϟ͕࣋ͭಛੑʹ
    ஫໨͢Δ͜ͱͷॏཁੑ͕ු͖ூΓʹͳͬͨɻ
    γεςϜͷλΠϓͱύϑΥʔϚϯεʹ͸૬͕ؔͳ͍
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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31. IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQQ
    γεςϜͷλΠϓͱύϑΥʔϚϯεʹ͸૬͕ؔͳ͍
    

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32. ΞʔΩςΫνϟͷಛੑͷதʹ͸େ͖ͳӨڹΛٴ΅͠͏Δ΋ͷ͕ͭ͋Δɻզʑͷௐ
    ࠪͰ͸ɺ࣍ͷͭͷࣄ߲ʹʮಉҙͰ͖Δʯͱճ౴ͨ͠૊৫Ͱ͋Ε͹ϋΠύϑΥʔϚʔ
    Ͱ͋ΔՄೳੑ͕ߴ͍ɺͱ͍͏݁Ռ͕ग़ͨͷͰ͋Δɻ
    wςετͷେ൒Λɺ౷߹؀ڥΛඞཁͱͤͣʹ࣮ࢪͰ͖Δ
    wΞϓϦέʔγϣϯΛɺͦΕ͕ґଘ͢ΔଞͷΞϓϦέʔγϣϯ΍αʔϏε͔Β͸
    

    ಠཱͨ͠ܗͰɺσϓϩΠ·ͨ͸ϦϦʔεͰ͖Δ
    ΞʔΩςΫνϟʹؔΘΔ͜ͷͭͷಛੑΛɺզʑ͸ʮςετ༰қੑʯͱ
    

    ʮσϓϩΠ༰қੑʯͱݺΜͰ͍Δ͕ɺ͜ͷ͕ͭύϑΥʔϚϯεΛ
    ޲্ͤ͞Δ্ͰॏཁͩͱࢥΘΕΔɻ
    ςετ༰қੑͱσϓϩΠ༰қੑʢσϓϩΠಠཱੑʣ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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33. IUUQTMPHNJKQUFDIBSUJDMFT
    ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
    

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34. ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
    IUUQTMPHNJKQUFDIBSUJDMFT
    

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35. ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
    IUUQTMPHNJKQUFDIBSUJDMFT
    

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36. ϩʔύϑΥʔϚʔͱͳΔ܏޲͕ڧ͍ͷ͸ɺ࣍ͷΑ͏ʹճ
    ౴ͨ͠νʔϜͰ͋ͬͨ
    w ʮߏஙதͷιϑτ΢ΣΞ ͋Δ͍͸ར༻͢Δඞཁ
    ͷ͋ΔҰ܈ͷαʔϏε
    ͸ɺଞࣾ ֎஫ઌͳͲ
    ͕։
    ൃͨ͠ΧελϜιϑτ΢ΣΞͰ͋Δʯ
    ݫ͍͠ݱ࣮
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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37. ʮιϑτ΢ΣΞσϦόϦͷύϑΥʔϚϯε͸૊৫શମͷ
    ۀ੷ʹॏཁͳӨڹΛٴ΅͢ʯͱ͍͏ࣄ࣮͸ɺࣗ૊৫ͷࣄ
    ۀʹͱͬͯઓ্ུॏཁͳιϑτ΢ΣΞͷ։ൃೳྗΛࣗ૊
    ৫ͷத֩తཁૉͱͯ͠Ґஔ෇͚ͣʹ֎෦ҕୗ͢Δ͜ͱ΁
    ͷڧྗͳ൓ূͱͳΔɻ
    ݫ͍͠ݱ࣮
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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38. ܧଓతσϦόϦ
    

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39. ܧଓతσϦόϦͷͭͷجຊݪଇ
    IUUQTXXXBNB[PODPKQEQ
    ʮܧଓతσϦόϦʯͱ͸ɺػೳͷ௥Ճɺߏ੒ͷมߋɺόάͷमਖ਼ɺ֤छࢼߦͳ
    Ͳɺ͞·͟·ͳมߋΛɺ҆શ͔ͭਝ଎͔ͭ࣋ଓՄೳͳܗͰຊ൪؀ڥʹ૊ΈࠐΜ
    ͩΓϢʔβʔʹఏڙͨ͠Γ͢Δ࡞ۀΛଅਐ͢ΔҰ܈ͷέΠύϏϦςΟ͔Β੒Δ
    ख๏Ͱ͋Δɻ࣍ͷͭͷجຊݪଇΛபͱ͢Δɻ
    w ʮ඼࣭ʯͷ֓೦Λੜ࢈޻ఔͷ࠷ॳ͔Β૊ΈࠐΉ
    w ࡞ۀ͸ʢখ͍͞ʣόονॲཧͰਐΊΔ
    w ൓෮࡞ۀ͸ίϯϐϡʔλʹ೚ͤਓؒ͸໰୊ղܾʹ౰ͨΔ
    w పఈͨ͠վળ౒ྗΛܧଓతʹߦ͏
    w શһ͕੹೚Λ୲͏
    ʰ-FBOͱ%FW0QTͷՊֶʱQQ
    

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40. ʮ඼࣭ʯͷ֓೦Λੜ࢈޻ఔͷ࠷ॳ͔Β૊ΈࠐΉ
    IUUQTXXXSZV[FFDPNDPOUFOUTCMPH
    

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41. IUUQTUFDICMPHDBSUBIPMEJOHTDPKQFOUSZ
    શһ͕੹೚Λ୲͏෼ۀ͔ΒϑϧαΠΫϧ΁
    

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42. wแׅతͳߏ੒؅ཧ
    wܧଓతΠϯςάϨʔγϣϯ
    wܧଓతςετ
    ܧଓతσϦόϦ࣮ફͷͭͷٕज़తج൫
    

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43. IUUQTTQFBLFSEFDLDPNOJIPOCVTPOBHJMFUFTUJOHFTTFODF
    ܧଓతςετ
    

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44. ৗʹςετˠࣗಈԽͷଛӹ෼ذ఺͸͋ͬͱ͍͏ؒʹདྷΔ
    IUUQTXXXBNB[PODPKQEQ
    ͓ΑͦճͰ
    खಈςετͱࣗಈԽ͞Εͨςετͷ
    ίετ͕ٯస͢Δ
    

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45. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ
    

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    

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46. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ
    

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    

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47. IUUQTXXXBNB[PODPKQEQ
    ςετʹ߹֨ͨ͠ιϑτ΢ΣΞͰ͋Ε͹ϦϦʔεՄೳɺෆ߹֨Ͱ͋Ε͹ॏେͳ
    ෆ۩߹͕͋ΔɺͱνʔϜ͕֬৴Ͱ͖ΔΑ͏ͳςετΛ࣮ࢪ͍ͯ͠Δ͜ͱ
    ޡݕ஌ʢِཅੑGBMTFQPTJUJWFʣ΍ݟಀ͠ʢِӄੑGBMTFOFHBUJWFʣ͕ଟ
    ͘ɺ৴པੑʹ͚ܽΔςετεΠʔτ͕͋·Γʹ΋ଟ͗͢Δ
    ৴པ౓ͷߴ͍ςετεΠʔτΛ࡞Γ্͛Δܧଓతͳ౒ྗͱ౤ࢿ͸Ձ஋͕͋Δ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    

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48. ِཅੑͱِӄੑ
    IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM
    

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49. ৴པෆೳੑʢ
    fl
    BLJOFTTʣ͕ʹ઀ۙ͢Δͱɺςετ͸Ձ஋Λࣦ͍࢝ΊΔ
    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ
    

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50. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ
    

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    

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51. զʑͷ෼ੳ݁ՌͷதͰ΋ڵຯਂ͍ͷ͸ʮओͱͯ͠
    2"νʔϜ͔֎஫ઌ͕࡞੒ɾ؅ཧ͍ͯ͠Δࣗಈςε
    τ͸ɺ*5ύϑΥʔϚϯεͱ૬ؔؔ܎ʹͳ͍ʯͱ͍͏
    ఺Ͱ͋Δ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    ݫ͍͠ݱ࣮
    

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52. IUUQTXXX
    fl
    JDLSDPNQIPUPTPLJOBXBTPCB
    Ξϯνύλʔϯങ͖ͬͯͨࣗಈςετ
    ࣗಈςετͷྔΛ૿΍ͨ͢Ίʹ֎෦ҕୗ΍ΦϑγϣΞϦϯάͳͲΛ׆
    ༻͢ΔࣄྫΛ༷ʑͳݱ৔Ͱݟ͖ͯ·͕ͨ͠ɺ΄ͱΜͲͷࣄྫʹ͓͍ͯɺ
    ೲೖޙͷςετίʔυ͸ϓϩμΫτͷ࢓༷มߋͷࡍʹϝϯςφϯε͞Ε
    ͣɺςετ͕ࣦഊ͢Δ··ͰٺͪՌ͍͖ͯͯ·͢ɻςετίʔυΛॻ͘
    ೳྗΛҭͯͳ͚Ε͹ϝϯςφϯε͸Ͱ͖·ͤΜ
    

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53. ΞϯνύλʔϯΞΠεΫϦʔϜίʔϯ
    IUUQTXBUJSNFMPOCMPHJOUSPEVDJOHUIFTPGUXBSFUFTUJOHJDFDSFBNDPOF
    

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54. ΞϯνύλʔϯΞΠεΫϦʔϜίʔϯ
    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰγεςϜӡ༻ΞϯνύλʔϯʱQ
    

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55. ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺखݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    IUUQTXXXBNB[PODPKQEQ
    ։ൃऀ͕ड͚ೖΕςετͷ࡞੒ɾ؅ཧʹؔ༩͢ΔͱɺͭͷॏཁͳޮՌ͕ੜ͡Δ
    ։ൃऀ͕ςετΛ࡞੒͢Δͱίʔυ͕ΑΓςετՄೳͳ΋ͷʹͳΔ
    ࣗಈςετʹର͢Δ੹೚Λ։ൃऀ͕ෛ͏ͱɺςετʹର͢Δҙ͕ࣝߴ·Γɺ
    ͦͷ؅ཧ΍मਖ਼ʹΑΓ஫ྗ͢Δ͜ͱʹͳΔ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    

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56. ςετΤϯδχΞͷ
    ׆༂ͷ৔͸ʜʜʁ
    

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57. ςετΤϯδχΞͷ໾ׂ
    IUUQTXXXBNB[PODPKQEQ
    ςελʔ͸ෆཁͩͱݴ͍ͬͯΔΘ͚Ͱ͸ͳ͍ɻςελʔ͸ιϑ
    τ΢ΣΞσϦόϦͷϥΠϑαΠΫϧʹ͓͍ͯෆՄܽͳ໾ׂΛՌ
    ͨ͢ɻ୳ࡧܕςετɺϢʔβϏϦςΟςετɺঝೝʢड͚ೖ
    ΕʣςετͳͲΛखಈͰߦ͍ɺ։ൃऀͱڠྗͯࣗ͠ಈԽςετ
    εΠʔτͷ࡞੒ͱվྑΛॿ͚ΔͷͰ͋Δɻ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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58. ΞδϟΠϧςετͷ৅ݶ
    IUUQTXXXTIPFJTIBDPKQCPPLEFUBJM
    

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59. ୳ࡧతςετະ஌͔Βط஌΁
    IUUQTQSBHQSPHDPNUJUMFTFIYUBFYQMPSFJU
    

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60. IUUQTOJIPOCVTPOIBUFOBEJBSZKQFOUSZ5FTUJOH.BOJGFTUP
    5IF5FTUJOH.BOJGFTUPνʔϜͷҰһͱͯ͠
    

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61. IUUQTUFDICMPHDBSUBIPMEJOHTDPKQFOUSZ
    ʲ࠶ܝʳશһ͕੹೚Λ୲͏෼ۀ͔ΒϑϧαΠΫϧ΁
    

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62. ࣗಈςετͷಈػ
    

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63. Ξϯνύλʔϯίετ࡟ݮΛओ໨తʹ͢Δ
    IUUQTXXX
    fl
    JDLSDPNQIPUPTNEHSPVQ
    ࣗಈςετΛॻ͘ओ໨త΍ࢦඪΛʮίετ࡟ݮʯʹ͢Δͱɺ୹ظతʹ͸ࣗಈςε
    τͷֶशίετɺதظతʹ͸อकίετʹΑͬͯࢥͬͨΑ͏ͳίετ࡟ݮޮՌ͕
    ಘΒΕͣɺखಈςετʹ໭Δͱ͍͏൑அΛͯ͠͠·͍͕ͪͰ͢
    ࣗಈςετҎ֎ͷٕज़ࢪࡦͰ΋ίετ࡟ݮΛओ໨తʹ͢Δͱࣦഊ͕ͪ͠Ͱ͢
    
    

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64. มߋ༰қੑͷߴ͍ιϑτ΢ΣΞʹΑΔΞδϦςΟͷ֫ಘ
    IUUQTUXJUUFSDPNUPLPSPUFOTUBUVT
    

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65. ͢΂ͯΛΞδϟΠϧͳܗͰػೳͤ͞Δʹ͸ɺ༏Εͨઃܭʹ޲͚ͨϓϥΫςΟεΛ
    ࣮ફ͢Δඞཁ͕͋Γ·͢ɻͱ͍͏ͷ΋ɺ༏ΕͨઃܭʹΑͬͯมߋ͕༰қʹͳΔͨ
    ΊͰ͢ɻͦͯ͠มߋ͕༰қͰ͋Δ৔߹ɺ͋ΒΏΔϨϕϧͰ᪳᪯ͳ͘ௐ੔͕Մೳʹ
    ͳΔͷͰ͢ɻ
    ͦΕ͕ͦ͜ΞδϦςΟʔͱ͍͏΋ͷͳͷͰ͢ɻ
    ΞδϦςΟͷຊ࣭͋ΒΏΔϨϕϧͰ᪳᪯ͳ͘มԽ͢Δ
    ʰୡਓϓϩάϥϚʔୈ൛ʱQ
    

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66. ࣗಈςετͷಈػৗʹมԽΛՄೳʹ͢ΔͨΊ
    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ
    

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67. ͳͥࣗಈςετΛॻ͘ͷ͔
    🙅
    ίετΛ࡟ݮ͢ΔͨΊ
    🙆
    ૉૣ᪳͘᪯ͳ͘มԽ͠ଓ͚ΔྗΛಘΔͨΊ
    

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68. จԽΛࠜ෇͔ͤΔԦಓ
    ڭҭͱਓࣄධՁ
    

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69. ৽ਓݚमυϫϯΰͷΤϯδχΞ৽ਓݚमͷࣄྫ
    IUUQTDIOJDPWJEFPKQEXBOHPFOHJOFFSCMPNBHBBS
    

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70. IUUQTUFDIDZHBNFTDPKQBSDIJWFT
    ࣮஍ݚम$ZHBNFTࣾ಺ϫʔΫγϣοϓͷࣄྫ
    

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71. ਓࣄධՁ$"35")0-%*/(4ͷʮٕज़ྗධՁձʯͷࣄྫ
    IUUQTTFMFDLDD
    

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72. ೼ಓअಓ
    

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73. w ΞϝϦΧਓඈͼࠐΊ͹͋ͳͨ͸ӳ༤Ͱ͢
    w ΠΪϦεਓඈͼࠐΊ͹͋ͳͨ͸ਈ࢜Ͱ͢
    w υΠπਓඈͼࠐΉͷ͕͜ͷધͷنଇͰ͢
    w ΠλϦΞਓඈͼࠐΉͱঁੑʹ΋ͯ·͢Α
    w ϑϥϯεਓඈͼࠐ·ͳ͍Ͱ͍ͩ͘͞
    w ೔ຊਓΈΜͳඈͼࠐΜͰ͍·͢Α
    ೔ຊਓΛಈ͔͢ʹ͸ࣄྫ͕ޮՌతʢޮ͖ա͗ʹ஫ҙʣ
    IUUQTXXXBNB[PODPKQEQ
    

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74. IUUQTOFXTUCTDPKQOFXTFZFUCT@OFXTFZFIUN
    આ໌੹೚ͷ޲͖Λ൓సͤ͞Δ
    

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75. આ໌੹೚ͷ޲͖Λ൓సͤ͞Δ
    IUUQTUXJUUFSDPNIJSPLJ@EBJDIJTUBUVT
    

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76. IUUQTXXX
    fl
    JDLSDPNQIPUPTELBMP
    lςετΛॻ࣌ؒ͘͸ͳ͍z
    

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77. ςετΛॻ͕࣌ؒ͘ͳ͍
    ͷͰ͸ͳ͘ɺςετΛॻ
    ͔ͳ͍͔Β͕࣌ؒͳ͘ͳ
    ΔͷͰ͢ɻ
    +BNFT(SFOOJOH
    "HJMF+BQBOجௐߨԋΑΓ
    

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78. lಈ͘ίʔυʹ৮ΕΔͳz
    IUUQTXXX
    fl
    JDLSDPNQIPUPT!/
    

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79. IUUQTUXJUUFSDPNU@XBEBTUBUVT
    Կ΋ͯ͠ͳ͍͔ΒյΕΔ
    

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80. ٕज़͔ΒจԽ΁
    

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81. ٕज़ʮ͕ʯจԽʮʹʯӨڹΛ༩͑Δ
    IUUQTXXXBNB[PODPKQEQ
    զʑ͸ʮܧଓతσϦόϦΛ࣮ફ͢Δͱɺ૊৫จԽʹ޷ӨڹΛ༩͑
    Δ͜ͱ͕Ͱ͖ΔʯͱͷԾઆΛཱͯͨɻͦͯ͠෼ੳͷ݁ՌɺͦΕ͕
    ਅͰ͋Δ͜ͱΛཱূͰ͖ͨ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    

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82. จԽʹӨڹΛٴ΅͢ཁૉ
    IUUQTXXXEFWPQTSFTFBSDIDPNSFTFBSDIIUNM
    

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83. IUUQTTQFBLFSEFDLDPNTOPP[FSSFBEZQMBZFSPOFZVOJLPORJZFGBMTFIJNJUVOJYVFCFSVLPUP
    จԽɾ෩౔͓ΑͼύϑΥʔϚϯεʹӨڹΛ༩͑Δ͜ͱ͕ೝΊΒΕͨཁૉ
    

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84. IUUQTTQFBLFSEFDLDPNTOPP[FSSFBEZQMBZFSPOFZVOJLPORJZFGBMTFIJNJUVOJYVFCFSVLPUP
    ϋΠύϑΥʔϚϯεͳ૊৫Λ࣮ݱ͢ΔͨΊͷจԽΛҭͯΔ
    

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85. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
    IUUQTXXXEFWPQTSFTFBSDIDPNSFTFBSDIIUNM
    

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86. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
    IUUQTTQFBLFSEFDLDPNTOPP[FSSFBEZQMBZFSPOFZVOJLPORJZFGBMTFIJNJUVOJYVFCFSVLPUP
    

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87. ࣗಈςετจԽͱ͸
    

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88. IUUQTXXXPSFJMMZDPKQCPPLT
    ࣗಈςετจԽͱ͸
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQQ
    

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89. ʰY6OJU5FTU1BUUFSOTʱΑΓ
    อकੑʹ໰୊Λ๊͑ͨςετ
    ςετίʔυͷϝϯςφϯεͱ޲͖߹͏
    IUUQTXXXBNB[PODPKQEQ
    ཧ૝
    ݱ࣮
    

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90. IUUQTXXXPSFJMMZDPKQCPPLT
    ࣗಈςετจԽͱ͸
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ
    

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91. w ςετࣗಈԽʹເΛݟͳ͍
    w ࣗಈςετͷϝϯςφϯεʹશһ͕ෲམͪ͢Δ
    w ࣗಈςετͷϝϯςφϯείετΛԼ͛Δ౒ྗΛଵΒͳ͍
    ࣗಈςετจԽͱ͸ɺࣗಈςετͷॏཁੑͱอकੑʢཧղ༰қ
    ੑɺมߋ༰қੑʣΛ૊৫ɺνʔϜ͕ཧղ͠ɺվળ౒ྗΛܧଓత
    ʹߦ͏͜ͱ
    ࣗಈςετจԽͱ͸
    

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92. ςετʹίετ͕͔͔Δ
    ͜ͱͷղܾํ๏͸ɺςε
    τΛ΍ΊΔ͜ͱͰ͸͋Γ
    ·ͤΜɻ͏·͘ͳΔ͜ͱ
    Ͱ͢ɻ
    4BOEJ.FU[
    ʰΦϒδΣΫτࢦ޲ઃܭ࣮ફΨΠυʱQ
    IUUQTHJIZPKQCPPL
    

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93. ʲ࠶ܝʳܧଓతσϦόϦͷͭͷجຊݪଇ
    IUUQTXXXBNB[PODPKQEQ
    w ʮ඼࣭ʯͷ֓೦Λੜ࢈޻ఔͷ࠷ॳ͔Β૊ΈࠐΉ
    w ࡞ۀ͸ʢখ͍͞ʣόονॲཧͰਐΊΔ
    w ൓෮࡞ۀ͸ίϯϐϡʔλʹ೚ͤਓؒ͸໰୊ղܾʹ౰ͨΔ
    w పఈͨ͠վળ౒ྗΛܧଓతʹߦ͏
    w શһ͕੹೚Λ୲͏
    ʰ-FBOͱ%FW0QTͷՊֶʱQQ
    

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94. IUUQTXXXUIPVHIUXPSLTDPNJOTJHIUTBSUJDMFTFOHJOFFSJOHQSPEVDUJWJUZHPWFSOBODFBOEJNQSPWFNFOUJOTPGUXBSF
    /PSUI4UBSΛ໨ࢦ͢
    

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95. w ෆ࣮֬ੑͷߴ͍࣌୅ʹ͓͍ͯ͸ɺܭը΋ઃܭ΋࣮૷΋ৗʹมԽ͠ଓ͚ΒΕΔྗ͕ॏཁͱͳΔ
    w ܧଓతσϦόϦΛߏ੒͢ΔέΠύϏϦςΟʢೳྗʣ͕اۀͷۀ੷ʢऩӹੑɺࢢ৔઎༗཰ɺੜ࢈ੑʣʹҼՌؔ܎͕͋Δ͜ͱ͕ݚڀ
    ʹΑཱͬͯূ͞Εͨ
    w اۀͷن໛΍ଐ͢ΔۀքɺγεςϜͷλΠϓ͸σϦόϦͷύϑΥʔϚϯεʹؔ܎ͳ͘ɺγεςϜͷΞʔΩςΫνϟ͕උ͑Δͭ
    ͷಛੑʢςετ༰қੑɺσϓϩΠಠཱੑʣ͕ؔ܎͍ͯ͠Δ͜ͱ͕൑໌ͨ͠
    w ࣗ૊৫ͷࣄۀʹͱͬͯઓ্ུॏཁͳιϑτ΢ΣΞͷ։ൃೳྗΛࣗ૊৫ͷத֩తཁૉͱͯ͠Ґஔ෇͚ͣʹ֎෦ҕୗ͢Δͱɺ༗ҙʹ
    ύϑΥʔϚϯε͕Լ͕Δ͜ͱ΋൑໌ͨ͠
    w ࣗಈςετΛ։ൃऀओମͰॻ͖ɺ࣮ߦ݁Ռͷ৴པੑ͕ߴ͍ঢ়ଶΛอͭ͜ͱ͕σϦόϦͷύϑΥʔϚϯεͱҼՌؔ܎͕͋Δ
    w ςετΤϯδχΞ͸νʔϜʹࢀՃ͠ɺϓϩηεશମͷ඼࣭ʹओମతʹؔ༩͢Δ͜ͱ͕๬·ΕΔ
    w ࣗಈςετΛॻ͘ཧ༝͸ɺίετ࡟ݮͰ͸ͳ͘ɺΞδϦςΟʢ͋ΒΏΔϨϕϧͰૉૣ᪳͘᪯ͳ͘มԽ͠ଓ͚ΔྗʣΛಘΔͨΊ
    w ΤϯδχΞϦϯάจԽͷৢ੒͸೥୯ҐͷࣄۀʹͳΔɻจԽͷৢ੒ʹ͸ԦಓʢڭҭɺਓࣄධՁʣ΋೼ಓ΋अಓ΋͋Δ
    w ٕज़ʮ͕ʯจԽʮʹʯӨڹΛٴ΅͢ɻޮՌతͳٕज़ϓϥΫςΟε͸ΤϯδχΞϦϯάจԽΛҭͯΔ͜ͱ͕൑໌ͨ͠
    w ࣗಈςετจԽͱ͸ɺࣗಈςετͷॏཁੑͱอकੑʢཧղ༰қੑɺมߋ༰қੑʣΛ૊৫ɺνʔϜ͕ཧղ͠ɺվળ౒ྗΛܧଓతʹ
    ߦ͏͜ͱ
    ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
    

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