A use case of Firebase in Komerco.

GCPUG Fukuoka 「Firebase特集」

「KomercoにおけるFirebaseの活用事例 ~運用から半年が経ちました~」
の資料です。

https://gcpugfukuoka.connpass.com/event/114665/

Transcript

1. Cookpad Inc.
   2019.02.02
   GCPUG Fukuoka ʮFirebaseʯಛू
   ,PNFSDPʹ͓͚Δ'JSFCBTFͷ׆༻ࣄྫ
   dӡ༻͔Β൒೥͕ܦͪ·ͨ͠ɻd
   4VHVSV,JTIJNPUP
   

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2. Cookpad Inc. All Rights Reserved.
   ࣗݾ঺հ
   wϕϯνϟʔɺελʔτΞοϓΛܦͯɺݱࡏΫοΫύουͰΤϯδχΞΛ͍ͯ͠·͢
   w,PNFSDPͷ։ൃνʔϜͷςοΫϦʔυ͍ͯ͠·͢
   wͣͬͱJ04ΤϯδχΞΛओ࣠ʹ΍͍ͬͯ·͢ ೥͘Β͍
   
   w'JSFCBTF͸೥ࠒ͔Β࢖͍࢝Ί·ͨ͠
   wҰ൪ಘҙͳ 'JSFCBTF
   ͷ෼໺͸'JSFTUPSFͷઃܭͱηΩϡϦςΟʔϧʔϧ
   wΦϜϥΠε͕޷͖Ͱ͢ɻ
   w5XJUUFS!@THS@LTNU
   w(JU)VCTHSLTNU
   !2
   

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3. ,PNFSDPͱ͸ʜ
   

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4. Cookpad Inc. All Rights Reserved.
   ,PNFSDPͱ͸ʜ
   ൢചऀ ΫϦΤΠλʔ
   ͞Μ͕࡞ͬͨྉཧಓ۩΍͏ͭΘɺௐຯྉ΍৯ࡐΛɺ
   ߪೖऀ ΧελϚʔ
   ͕ΞϓϦΛ௨ͯ͠ߪೖͰ͖ΔαʔϏεͰ͢ɻ

   ݱࡏɺJ04Ͱ̎ΞϓϦల։͍ͯ͠·͢ɻ
   ྉཧָ͕͘͠ͳΔϚϧγΣΞϓϦ
   !4
   

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5. Cookpad Inc. All Rights Reserved.
   !5
   

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6. Cookpad Inc. All Rights Reserved.
   !6
   

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7. ͔͜͜Β͕ຊ୊

   ௕͘ͳΓ·͕͓͢෇͖߹͍͍ͩ͘͞
   

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8. Cookpad Inc. All Rights Reserved.
   ࠓ೔͸ͳ͢͜ͱ
   w։ൃνʔϜͷ঺հɺ։ൃ͔Βݱࡏ·ͰͷྲྀΕ
   w,PNFSDPʹ͓͚ΔαʔϏεٴͼ'JSFCBTFͷ׆༻ࣄྫ
   w࢖͍ͬͯΔٕज़ɺαʔϏεઃܭɾΞʔΩςΫνϟ
   w'JSFCBTFͦΕͧΕͷػೳͷ༻్ɺ׆༻ํ๏ʹ͍ͭͯ
   w෼ੳपΓͷߏ੒
   w։ൃ͔Β೥ɺϩʔϯν͔ͯ͠Β൒೥͕ܦաͯ͠ʜ
   w௚໘ͨ͠໰୊ͱղܾࡦ
   wϩʔϯν͔ͯ͠Βվળ͖ͯͨ͜͠ͱ
   w։ൃϝϯόʔͷऔΓ૊Έ
   !8
   

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9. Cookpad Inc. All Rights Reserved.
   ։ൃνʔϜ
   w J04
   ΤϯδχΞdਓ
   wਓͱ΋ݩʑ'JSFCBTFΛ͕ͬͭΓ৮͍ͬͯͨΘ͚Ͱ͸ͳ͔ͬͨɻXFC΋΄΅ະܦݧ
   wσβΠφʔਓ
   w͏ͪਓ͸ͨ·ʹίʔυΛॻ͍ͯ͘Ε·͢
   wσΟϨΫλʔਓ
   wσʔλ෼ੳਓ
   !9
   Y
   

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10. Cookpad Inc. All Rights Reserved.
    ೥ද
    w,JDLPGGɺ։ൃ։࢝
    w຤'JSFCBTF%FW4VNNJUʹϝϯόʔશһͰग़ு
    wσʔλϕʔεΛ$MPVE'JSFTUPSFʹ੾Γସ͑Δ
    wʔЌ൛͕Ұ୴Ͱ͖͕͋Δ
    wମ੍มߋͱ։ൃεέδϡʔϧͷݟ௚͠
    wXFCαΠτ ςΟβʔαΠτ
    ެ։
    wαʔϏεϩʔϯνɺΫϥϑτ ྉཧಓ۩ɺ͏ͭΘ౳
    ൢച։࢝
    wWެ։ɺϑʔυ ௐຯྉ΍৯ࡐɺ೔ຊञɾࠃ࢈ϫΠϯ౳
    ൢച։࢝
    wϝοηʔδػೳ νϟοτ
    ͷఏڙ։࢝
    !10
    

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11. Cookpad Inc. All Rights Reserved.
    ͦ΋ͦ΋ɺ
    'JSFCBTFͰ։ൃΛ͢Δ͜ͱΛ
    ܾΊͨཧ༝͸ʜ
    !11
    

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12. Cookpad Inc. All Rights Reserved.
    'JSFCBTFΛ࢖͏͜ͱʹͨ͠ཧ༝
    w։ൃΛ࢝ΊΔ࣌ʹू·ͬͨΤϯδχΞ͕શһJ04ΤϯδχΞͩͬͨ
    w͔ͦ͜ΒߋʹόοΫΤϯυଆͷΤϯδχΞΛूΊΔͷ͕ݫ͔ͬͨ͠
    w౰࣌ͷ։ൃ੹೚ऀ͕'JSFCBTFͷ஌ݟΛ͍࣋ͬͯͯɺਪਐͯ͘͠Εͨ
    wٕज़తͳ௅ઓ
    !12
    

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13. 'JSFCBTFͷ׆༻ࣄྫ
    

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14. Cookpad Inc. All Rights Reserved.
    ࢖͍ͬͯΔٕज़΍αʔϏε
    !14
    

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15. Cookpad Inc. All Rights Reserved.
    ࢖͍ͬͯΔٕज़΍αʔϏε
    !15
    

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16. Cookpad Inc. All Rights Reserved.
    ࢖͍ͬͯΔٕज़΍αʔϏε 'JSFCBTF ($1
    
    !16
    

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17. Cookpad Inc. All Rights Reserved.
    !17
    $MPVE
    'JSFTUPSF
    $MPVE
    4UPSBHF
    $MPVE
    'VODUJPOT
    )PTUJOH
    $MPVE
    .FTTBHJOH
    "VUIFOUJDBUJPO
    4UPSBHF
    ΞʔΩςΫνϟ
    ˞Ұ෦লུ͍ͯ͠·͢
    

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18. Cookpad Inc. All Rights Reserved.
    ͦΕͧΕͷػೳͷ
    ໾ׂͱ׆༻ํ๏Λ঺հ
    !18
    

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19. Cookpad Inc. All Rights Reserved.
    "VUIFOUJDBUJPO
    w'JSFTUPSF $MPVE'VODUJPOT 4UPSBHFͱ͋ΒΏΔͱ͜ΖͰͷϢʔβʔͷΞΫηεݖݕূͰ࢖ΘΕΔج
    װػೳ
    wجຊతʹ͸"VUIFOUJDBUJPOͰ࡞੒ͨ͠ೝূࡁΈϢʔβʔͷΈαʔϏεΛར༻Ͱ͖ΔΑ͏ʹ͍ͯ͠Δ
    w,PNFSDP্Ͱར༻͍ͯ͠Δ'JSFCBTFͷ֤छػೳΛ࢖͏ͷʹೝূࡁΈͰ͋Δ͜ͱΛલఏʹ࡞͍ͬͯ
    Δ
    w'BDFCPPLೝূɺϝʔϧೝূΛར༻͍ͯ͠Δ
    wి࿩൪߸ೝূ͸։ൃ౰ॳ࢖͍͕ͬͯͨཧ༝͕͋ΓࣙΊͨ
    wϢʔβʔ͕ϩάΠϯ͢Δલ͸ ˠಗ໊ೝূ
    wϢʔβʔ͕঎඼Λߪೖ͍ͨ͠ͱͳͬͨλΠϛϯάͰϝʔϧೝূɺ'BDFCPPLೝূΛͯ͠΋Β͍ɺ
    ೝূঢ়ଶͷঢ֨΋͘͠͸ϩάΠϯͯ͠΋Β͏
    !19
    

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20. Cookpad Inc. All Rights Reserved.
    !20
    Ұ෦ͷػೳ͸ಗ໊ೝূͰ͸࢖༻Ͱ͖ͳ͍
    ଞͷೝূํ๏ͰϩάΠϯೝূͷঢ֨Λߦ͏
    "VUIFOUJDBUJPOΛհͣ͞ʹ,PNFSDP্ͷ
    'JSFCBTFʹΞΫηε͸ෆՄೳ
    

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21. Cookpad Inc. All Rights Reserved.
    $MPVE'JSFTUPSF
    wαʔϏεͰ࢖͏σʔλ͕શͯ֨ೲ͞Ε͍ͯΔɻ
    wΫϥΠΞϯτଆ͔Β͸ɺ4%,΋͘͠͸'VODUJPOTΛհͯ͠σʔλΛಡΈॻ͖͢Δ
    wηΩϡϦςΟʔϧʔϧ΋͔ͬ͠Γॻ͍͍ͯͯɺϧʔϧ ࣗମ
    ͷςετ΋͍ͯ͠Δ
    w͋Δఔ౓ͷϞσϧͷ࢖༻ɾઃܭํ਑Λෑ͍ͯӡ༻͍ͯ͠Δ
    wͳΔ΂͘ઙ͍ίϨΫγϣϯͷ֊૚Ͱઃܭ͍ͯ͠Δ
    w࡞੒೔࣌ɺߋ৽೔࣌ͷϑΟʔϧυΛ֤Ϟσϧʹඞ͍ͣ࣋ͨͤͯΔ
    wυΩϡϝϯτͷ࡟আ͸΄΅ߦ͍ͬͯͳ͍ʢαʔϏεͱͯ͠ʣσʔλΛ࡟আ͢Δ৔߹͸ϑϥάΛ࣋
    ͨͤͯ࿦ཧ࡟আΛ͍ͯ͠Δ
    wઃܭ࣌͸ΫΤϦͰͷऔಘɺηΩϡϦςΟʔϧʔϧ΋ҙࣝͨ͠ઃܭΛ৺͕͚͍ͯΔ
    w৽نͰίϨΫγϣϯɾυΩϡϝϯτΛఆٛ͢Δͱ͖͸ηΩϡϦςΟʔϧʔϧͷهड़ɾςετ΋࣮֬
    ʹ࣮૷͍ͯ͠Δ
    !21
    

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22. Cookpad Inc. All Rights Reserved.
    $MPVE'VODUJPOT
    w'JSFTUPSFͷυΩϡϝϯτͷมߋΛτϦΨʔʹཪͰॲཧͤͨ͞ΓɺDMJFOUଆ͔Β֎෦
    αʔϏεΛୟ࣌͘ͷΤϯυϙΠϯτͱͯ͠ར༻ͨ͠Γɺͱʹ͔͘༻్͕ଟ͍ػೳ
    w͓͕ۚؔΘΔ෦෼ͷॲཧ͸શͯ$MPVE'VODUJPOTͰߦ͍ͬͯΔ
    wDMJFOUଆͰσʔλߏ଄͕ෳࡶͳυΩϡϝϯτΛෳ਺औಘ͢Δ৔߹ͳΜ͔΋$MPVE
    'VODUJPOTΛ"1*ͱͯ͠׆༻͍ͯ͠Δ
    w,PNFSDPͰ࢖͍ͬͯΔͷ͸΄΅'JSFTUPSFͷ&WFOU5SJHHFSͱ$BMMBCMF)5514'VODUJPO
    w'JSFTUPSFͷυΩϡϝϯτʹύονΛ౰ͯΔͱ͖΋'VODUJPOTΛ׆༻
    w؅ཧը໘ͷ৔߹͸'JSFTUPSF͔Β௚઀ಡΈॻ͖ͤͣશͯ$MPVE'VODUJPOTܦ༝ʹͯ͠
    ͍Δ ؂ࠪϩάΛ࢒ͨ͢Ί
    
    !22
    

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23. Cookpad Inc. All Rights Reserved.
    $MPVE'VODUJPOTͷओͳར༻γʔϯ
    w঎඼ߪೖॲཧ
    wೖۚॲཧ
    wΞοϓϩʔυ͞Εͨը૾ͷϦαΠζෳ਺αΠζ࡞੒
    w঎඼͕ߪೖ͞Εͨ࣌ʹߪೖऀɺग़඼ऀʹϝʔϧૹ৴ɺQVTI௨஌
    w঎඼͕ߪೖ͞ΕΔͱ෦ॺͷTMBDLʹ௨஌Λૹ৴
    w4USJQF͔Β৘ใΛऔಘ͢Δ৘ใΛొ࿥͢Δͱ͖ͷΤϯυϙΠϯτ
    !23
    

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24. Cookpad Inc. All Rights Reserved.
    w'JSFTUPSFͷυΩϡϝϯτͷมߋΛτϦΨʔʹཪͰॲཧͤͨ͞ΓɺDMJFOUଆ͔Β֎෦
    αʔϏεΛୟ࣌͘ͷΤϯυϙΠϯτͱͯ͠ར༻ͨ͠Γɺͱʹ͔͘༻్͕ଟ͍ػೳ
    w͓͕ۚؔΘΔ෦෼ͷॲཧ͸શͯ$MPVE'VODUJPOTͰߦ͍ͬͯΔ
    wDMJFOUଆͰσʔλߏ଄͕ෳࡶͳυΩϡϝϯτΛෳ਺औಘ͢Δ৔߹ͳΜ͔΋$MPVE
    'VODUJPOTΛ"1*ͱͯ͠׆༻͍ͯ͠Δ
    w͏ͪͰ࢖͍ͬͯΔͷ͸΄΅'JSFTUPSFͷ&WFOU5SJHHFSͱ$BMMBCMF)5514'VODUJPO
    w'JSFTUPSFͷυΩϡϝϯτʹύονΛ౰ͯΔͱ͖΋'VODUJPOTΛ׆༻
    w؅ཧը໘ͷ৔߹͸'JSFTUPSF͔Β௚઀ಡΈॻ͖ͤͣશͯ$MPVE'VODUJPOTܦ༝ʹ͠
    ͍ͯΔ ؂ࠪϩάΛ࢒ͨ͢Ί
    
    !24
    $MPVE'VODUJPOT
    

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25. Cookpad Inc. All Rights Reserved.
    ,PNFSDPͰ͸ຊ൪σʔλΛXFCίϯιʔϧ͔Β
    ௚઀ૢ࡞͢ΔͷΛېࢭ͍ͯ͠Δ
    !25
    গ͠࿩͕ͦΕ·͢ʜ
    

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26. Cookpad Inc. All Rights Reserved.
    ,PNFSDPͰ͸ຊ൪σʔλΛXFCίϯιʔϧ͔Β
    ௚઀ૢ࡞͢ΔͷΛېࢭ͍ͯ͠Δ
    ˠຊ൪σʔλΛӾཡɺૢ࡞Ͱ͖Δ؅ཧը໘Λ४උ
    !26
    

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27. Cookpad Inc. All Rights Reserved.
    ͦͷཧ༝
    wXFCίϯιʔϧͰૢ࡞Λߦ͏ͱɺ୭͕ͲͷσʔλΛӾཡ͔ͨ͠ɺૢ࡞͔͕ͨ͠Θ͔Βͳ͍
    w'JSFTUPSFͷಡΈॻ͖΋ɺ4%,Λհͯ͠ߦ͏ͱಉ༷ʹ୭͕ಡΈॻ͖͍ͯ͠Δ͔෼͔ΓͮΒ͍
    w͜ͷͭͷ໰୊ʹରͯ͠ɺ୭͕Ͳͷૢ࡞Λߦ͔ͬͨ؂ࠪͰ͖ΔΑ͏ʹ؅ཧը໘ͱ'JSFTUPSFͷಡΈॻ͖Λߦ͏$MPVE
    'VODUJPOTΛ४උ͍ͯ͠Δ
    wˣ͸࣮ࡍʹ؅ཧը໘Ͱૢ࡞Λߦͬͨ࣌ʹ$MPVE'VODUJPOTͰు͖ग़͞ΕΔϩάͷྫ
    wʮ͍ͭʯʮ୭͕ʯʮͲͷEPDVNFOUʹରͯ͠ʯʮͲͷؔ਺͔ΒʯʮͳΜͷཧ༝͕͋ͬͯʯΞΫηε͢Δ͔Λه࿥
    !27
    

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28. Cookpad Inc. All Rights Reserved.
    $MPVE4UPSBHF
    w঎඼ը૾ɺϢʔβʔͷΞΠίϯը૾౳͕อଘ͞ΕΔ
    w ޙͰग़ͯ͘Δ͕
    'JSFTUPSFͷσʔλΛ#JH2VFSZʹΠϯϙʔτ͢ΔͨΊͷσʔλΛ
    Ұ࣌తʹஔ͍ͨΓ͍ͯ͠Δ
    w4UPSBHF΋ϧʔϧͰσʔλΛอޢ͍ͯ͠Δ
    w($1ଆͷ4UPSBHF΋࢖͍ͬͯͯɺͪ͜Βʹ͸ެ։༻ը૾ͱɺ'JSFTUPSFͷఆظόο
    ΫΞοϓͷσʔλΛஔ͍͍ͯΔ ͪ͜Β΋ޙ΄Ͳ
    
    !28
    

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29. Cookpad Inc. All Rights Reserved.
    )PTUJOH ςΟβʔαΠτ
    
    wݱ࣌఺Ͱ͸ςΟβʔαΠτͱ؅ཧը໘ΛϗεςΟϯά͍ͯ͠ΔͷΈ ࠓճ͸ςΟβʔαΠτͷ
    Έͷ঺հͰɺ؅ཧը໘ͷߏ੒ʹ͍ͭͯ͸৮Εͳ͍
    
    wϖʔδࣗମ͸$MPVE'VODUJPOT͔ΒɺαʔόʔαΠυϨϯμϦϯάͨ͠಺༰Λड͚औͬͯද
    ͍ࣔͯ͠Δ
    w3FBDUKT ը໘ͷߏ੒
    /FYUKT 443
    Ͱ࣮ݱ
    wຊ൪؀ڥҎ֎ͷ'JSFCBTF1SPKFDUͷ৔߹ɺ#BTJDೝূΛ͔͚͍ͯΔ
    !29
    

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30. Cookpad Inc. All Rights Reserved.
    !30
    )PTUJOH
    $MPVE
    'VODUJPOT
    )PTUJOH
    $MPVE
    'VODUJPOT
    ຊ൪؀ڥҎ֎͸
    #BTJDೝূ͕ඞཁ
    3FBDUͰίϯςϯπΛੜ੒͠ɺ
    ͦͷ৘ใΛฦ͢
    Ϣʔβʔ
    ։ൃऀ
    $MPVE'VODUJPOT͔Βฦ͞Εͨ
    ίϯςϯπΛදࣔ
    ΞΫηε͞Εͨϖʔδͷ
    ίϯςϯπΛऔಘ͠ʹ͍͘
    

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31. Cookpad Inc. All Rights Reserved.
    /FYU#BTJDೝূ
    !31
    

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32. Cookpad Inc. All Rights Reserved.
    $MPVE.FTTBHJOH
    w঎඼͕ߪೖ͞Εͨ৔߹ɺ঎඼͕ൃૹ͞Εͨ৔߹ʹ$MPVE'VODUJPOTܦ༝Ͱૹ৴͍ͯ͠Δ
    wϝοηʔδ νϟοτ
    Λૹ৴ͨ͠৔߹΋ɺϝοηʔδυΩϡϝϯτͷ࡞੒ΛτϦΨʔʹͯ͠$MPVE'VODUJPOT͔Β௨஌Λૹ
    ৴͍ͯ͠Δ
    wΞϓϦ͕ͭ͋ΔͷͰɺ1VC4VCͷτϐοΫΛABMMA ADSFBUPSA ADVTUPNFSAͱ͍ͬͨײ͡ͰͦΕͧΕߪಡͤͯ͞ඞཁͳλ
    ΠϛϯάͰద੾ͳൣғʹ஗ΕΔΑ͏ʹ࢓ࠐΈΛ͍ͯ͠Δ
    w αʔϏεͱͯ͠
    ·ͩ·ͩ׆༻Ͱ͖͍ͯͳ͍ͷͰࠓޙ஫ྗͯ͠׆༻͍͖͍ͯͨ͠
    !32
    

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33. Cookpad Inc. All Rights Reserved.
    %ZOBNJD-JOLT
    w঎඼ͷγΣΞػೳͰओʹ࢖͍ͬͯΔ
    wJ04͔ͭΞϓϦΛΠϯετʔϧ͍ͯ͠Ε͹ىಈͯ͠঎඼ը໘ʹભҠ
    wJ04͔ͭΞϓϦ͕ະΠϯετʔϧͳΒ"QQ4UPSFʹ༠ಋɺͦͷޙىಈ͞ΕͨΒ঎඼ը໘ʹભҠ
    wͦΕҎ֎ͷ୺຤ͷ৔߹͸ݱঢ়͸ςΟβʔαΠτΛදࣔ 8FC൛͕Ͱ͖ͨΒʜ
    
    w%ZOBNJD-JOLTൃߦ͸J04ͷ4%,΋͘͠͸$MPVE'VODUJPOTܦ༝Ͱಈతʹੜ੒Ͱ͖Δ΋ͷΛ४උ͍ͯ͠Δ
    wATPDJBM@NFUB@UBHAύϥϝʔλΛ෇༩ͯ͠ϦϯΫΛ։͍ͨͱ͖ͷϓϨϏϡʔը໘Λ࠷దԽ
    !33
    

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34. Cookpad Inc. All Rights Reserved.
    "MHPMJB
    wશจݕࡧαʔϏε
    w'JSFTUPSFͷΫΤϦͰऔಘ͕ݫ͍͠ͱ͜Ζʹར༻͍ͯ͠Δ
    w,PNFSDPͰ͸ओʹ঎඼ݕࡧͰ׆༻
    wΫϦΤΠλʔ͞Μ͕঎඼Λొ࿥ɺߋ৽ɺ࡟আͨ͠λΠϛϯάΛݩʹɺ"MHPMJBͷ
    ΠϯσοΫεͷߋ৽Λ͍ͯ͠Δ
    w'VODUJPOTͷ'JSFTUPSFͷ&WFOU5SJHHFSͰߦ͍ͬͯΔ
    w঎඼͕࡟আ͞Εͨ৔߹΋ਖ਼͘͠"MHPMJBͷΠϯσοΫεΛਖ਼͘͠ߋ৽ͯ͋͛͠
    ͳ͍ͱɺ࡟আࡁΈ঎඼͕ώοτͯ͠͠·͏ͷͰ'JSFTUPSFͷ%#ͷঢ়ଶͱἧ͑ͯ
    ͋͛Δඞཁ͕͋Δ
    !34
    

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35. Cookpad Inc. All Rights Reserved.
    !35
    "MHPMJB
    $MPVE
    'JSFTUPSF
    $MPVE
    'VODUJPOT
    ঎඼Λొ࿥ɾߋ৽ɾ࡟আ
    &WFOU5SJHHFS

    APO$SFBUFA

    APO6QEBUFA
    ঎඼ͷ৘ใΛݩʹొ࿥PS
    ࡟আ͢Δ৘ใΛQPTU͢Δ
    "MHPMJBͷ$MJFOU4%,Λ࢖ͬͯ
    ঎඼Λݕࡧ
    

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36. Cookpad Inc. All Rights Reserved.
    4USJQF
    wܾࡁ୅ߦαʔϏε
    wΫϨδοτΧʔυͷొ࿥ɺܾࡁɺۜߦޱ࠲ʹೖۚʜͱ͓ۚʹ·ͭΘΔૢ࡞Λ୲ͬͯ΋Βͬ
    ͍ͯΔ
    w4USJQFଆͷϢʔβʔ࡞੒͸ɺ,PNFSDPͷϢʔβʔ΍γϣοϓͷ࡞੒࣌ʹ$MPVE'VODUJPOT
    ͷ&WFOU5SJHHFSͰ࡞੒͍ͯ͠Δ
    w4USJQFͱͷ௨৴͸جຊతʹ$MPVE'VODUJPOTΛ௨ͯ͡ߦ͍ͬͯΔ
    wJ04ଆ͔Β௚઀4USJQFͷ"1*͸ୟ͍͍ͯͳ͍ɻTFDSFULFZΛΫϥΠΞϯτʹ࣋ͨͤͨ͘ͳ͍
    wJ04ଆͰ৘ใऔಘ͕ඞཁͳ৔߹΋$MPVE'VODUJPOTܦ༝
    w)551SFRVFTUͷ$MPVE'VODUJPOTΛཱͯͯɺ4USJQFଆ͔ΒૹΒΕͯ͘ΔΠϕϯτΛड͚औ
    ΓɺTMBDLʹ௨஌͍ͯ͠Δ XFCIPPL
    
    !36
    

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37. Cookpad Inc. All Rights Reserved.
    4USJQF
    !37
    $MPVE
    'VODUJPOT
    $MPVE'VODUJPOTܦ༝Ͱͷ࣮ߦҎ֎Ͱى͖ͨ
    4USJQFଆͰͷΤϥʔΛ$MPVE'VODUJPOTܦ༝ͰTMBDLʹૹ৴
    $BMMBCMF)5514'VODUJPOͰ
    ඞཁͳॲཧΛ࣮ߦ
    

    View Slide

38. Cookpad Inc. All Rights Reserved.
    ෼ੳपΓ
    !38
    

    View Slide

39. Cookpad Inc. All Rights Reserved.
    !39
    $MPVE
    'JSFTUPSF
    $SBTIMZUJDT
    $MPVE
    'VODUJPOT
    "OBMZUJDT
    #JH2VFSZ
    ΞʔΩςΫνϟ ෼ੳ
    
    $MPVE
    4UPSBHF
    ఆظ࣮ߦ
    %PDVNFOUˠKTPO
    ʹม׵ͯ͠#JH2VFSZʹ౤͛Δ

    ม׵࣌ʹݸਓ৘ใʹ͋ͨΔ΋ͷɺ
    ෆཁͳ΋ͷ͸औΓআ͘
    
    ϢʔβʔͷΫϥογϡ৘ใɺ
    $MPVE'VODUJPOTͰΤϥʔ͕ൃੜͨ͠
    ৔߹͸TMBDLʹ௨஌
    Ϣʔβʔͷߦಈϩά
    Λૹ৴
    

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40. Cookpad Inc. All Rights Reserved.
    ,PNFSDPʹ͓͚Δ෼ੳΞʔΩςΫνϟ
    wϢʔβʔͷߦಈϩά͸'JSFCBTF"OBMZUJDTͱ#JH2VFSZʹ$MPVE'VODUJPOTΛܦ༝͞
    ͤͯΠϯϙʔτͤ͞Δͭͷख๏Λऔ͍ͬͯΔ
    w'JSFCBTF"OBMZUJDT͔Β#JH2VFSZʹ౷߹ͯ͠Πϯϙʔτ΋Ͱ͖Δ͕ɺΠϯϙʔτ
    ͞ΕΔσʔλͷߏ଄͕ࣗ෼ͨͪͷ෼ੳମ੍ͱ߹Θͳ͍ͨΊ΍Βͳ͔ͬͨ
    w$MPVE'VODUJPOTܦ༝ͰɺߦಈϩάΛ#JH2VFSZʹॴఆͷσʔλߏ଄ͰΠϯϙʔτ
    w'JSFCBTF"OBMZUJDT͸"#5FTUJOH΍3FNPUF$POpHɺ1SFEJDUJPOTͱབྷΊͯࢪࡦΛ͢
    Δ࣌ʹ༻͍Δ ηάϝϯτɺࢦඪ
    
    !40
    

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41. Cookpad Inc. All Rights Reserved.
    ,PNFSDPʹ͓͚Δ෼ੳΞʔΩςΫνϟ
    wఆظతʹ$MPVE'JSFTUPSFͷυΩϡϝϯτͷঢ়ଶΛ#JH2VFSZʹΠϯϙʔτ
    wυΩϡϝϯτΛऔಘ͠ɺݸਓ৘ใ΍ෆཁͳ৘ใΛল͍ͨޙɺKTPOܗࣜʹͯ͠#JH2VFSZʹΠϯϙʔ
    τ
    w'JSFTUPSFͷΤΫεϙʔτػೳͱ͸ผʹɺࣾ಺ͷ%)8νʔϜʹπʔϧΛ࡞ͬͯ΋Βͬͨ΋ͷΛ࢖ͬ
    ͍ͯΔ
    wϩʔϯν͔ͯ͠Βվળ͖ͯͨ͜͠ͱ
    wϢʔβʔͷΫϥογϡ৘ใ΍$MPVE'VODUJPOTͷΤϥʔ৘ใ͸TMBDLʹ౤͛ͯ֬ೝ͕Ͱ͖ΔΑ͏ʹ
    ͍ͯ͠Δ
    wΤϥʔ͕ى͖ͨ৔߹͸'VODUJPOTͷϩά΍($1ଆͷTUBDLESJWFSͰৄࡉΛ֬ೝ͢ΔΑ͏ʹ͍ͯ͠Δ
    !41
    

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42. ։ൃத΋ɺαʔϏεϩʔϯνޙ΋
    ͨ͘͞ΜͷนʹͿ͔ͭΓ·ͨ͠
    

    View Slide

43. Cookpad Inc. All Rights Reserved.
    
    !43
    

    View Slide

44. Cookpad Inc. All Rights Reserved.
    ʮ'JSFTUPSFͷόοΫΞοϓͰ͖ͳ͍͡ΌΜʜʯ
    !44
    

    View Slide

45. Cookpad Inc. All Rights Reserved.
    όοΫΞοϓ͕औΕͳ͍͜ͱͷڪා
    wυΩϡϝϯτͷߏ଄Λม͑ΔͨΊͷύονεΫϦϓτΛ౰ͯͨ࣌ʹສҰࣦഊ
    ͨ͠ͱ͖ʹ໭͢खஈ͕ͳ͍
    wສҰԿ͔ͷো֐͕ى͖ͯϩʔϧόοΫ͍ͨ͠ͱ͖ʹ໭ΔͨΊͷσʔλ͕ͳ͍
    wࣗલͰ࡞Δͷ͸ݫ͍͠ɺ Ծʹ
    ΤΫεϙʔτͰ͖ͯ΋Πϯϙʔτ͸Մೳͳͷ
    ͔
    w΋͏αʔϏεϩʔϯν͢ΔΜ͚ͩͲʜ
    !45
    

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46. Cookpad Inc. All Rights Reserved.
    ϩʔϯνޙʹͳͬͯ͠·͕ͬͨɺ
    ೥݄ࠒʹΠϯϙʔτɾΤΫεϙʔτػೳ
    ͕ఏڙ͞Εͨ 3&45"1* HDMPVEίϚϯυ
    
    !46
    

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47. Cookpad Inc. All Rights Reserved.
    ͙͢ʹࣗಈόοΫΞοϓͷ࢓૊ΈΛ੔͑ɺ
    ࠓ͸ࢦఆͨ࣌ؒ͠ʹ
    ຖ೔όοΫΞοϓΛऔ͍ͬͯ·͢
    !47
    

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48. Cookpad Inc. All Rights Reserved.
    
    !48
    

    View Slide

49. Cookpad Inc. All Rights Reserved.
    ʮJ04ଆͱ$MPVE'VODUJPOTଆͰ
    ҆શʹ)5514௨৴Λߦ͏ʹ͸ʜʯ
    !49
    

    View Slide

50. Cookpad Inc. All Rights Reserved.
    ·ͩ$BMMBCMF)5514'VODUJPO͕ͳ͔ͬͨࠒʜ
    w։ൃΛਐΊ͍ͯͨ౰ॳɺ$BMMBCMF)5514'VODUJPO͕ͳ͘ɺ)5514'VODUJPOT
    ʹಠࣗͷೝূΛ࣋ͨͤͯ΍Ζ͏ͱ͍͕ͯͨ͠৭ʑͱݫ͔ͬͨ͠
    w͋Δ͍͸υΩϡϝϯτͷอଘΛτϦΨʔʹͯ͠ॲཧΛߦΘͤͨޙɺ׬ྃͨ͠
    ΒυΩϡϝϯτʹʮYYYͷॲཧ͕׬ྃͨ͠ʯͱ͍͏৘ใΛϑΟʔϧυॻ͖ࠐΜ
    ͰɺͦΕΛΫϥΠΞϯτଆͰϦοεϯ͢Δͱ͍͏ ࠓࢥ͏ͱ
    ौ͍͜ͱΛ΍ͬͯ
    ͍ͨ
    w্هͭͷํ๏Ͱ಄ଧͪʹͳ͍ͬͯͯ͜Ε͕ղܾͰ͖ͳ͍ͱαʔϏε͕ग़ͤͳ
    ͍ʜ
    !50
    

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51. Cookpad Inc. All Rights Reserved.
    Ͳ͏͠Α͏͔ͱ೰ΜͰ͍ͨͦͷ࣌ʜ
    !51
    

    View Slide

52. Cookpad Inc. All Rights Reserved.
    ೥݄Լ०ʹ$BMMBCMF)5514'VODUJPO͕ొ৔
    ͜ͷͱ͖͸'JSFCBTF͕ਆ༷ʹݟ͑ͨ
    !52
    

    View Slide

53. Cookpad Inc. All Rights Reserved.
    ࠓͱͳͬͯ͸౰ͨΓલͷ͜ͱͰ΋ɺ
    ౰ͨΓલͰͳͯ͘టष͍͜ͱΛ͍ͯͨ࣌͠ظ͕
    ͋Γ·ͨ͠ɻɻ
    !53
    

    View Slide

54. Cookpad Inc. All Rights Reserved.
    
    !54
    

    View Slide

55. Cookpad Inc. All Rights Reserved.
    ʮηΩϡϦςΟʔϧʔϧ೉͍͠ʜʯ
    !55
    

    View Slide

56. Cookpad Inc. All Rights Reserved.
    ηΩϡϦςΟʔϧʔϧΛॻ͘͜ͱͷେม͞
    wຖճϧʔϧΛσϓϩΠͯ͠ɺ࣮ࡍʹಡΈॻ͖ΛߦΘͳ͍ͱϧʔϧͷݕূ͕ͮ͠Β͔ͬ
    ͨɻσϓϩΠͯ͠΋൓ө·Ͱʹ࠷େ෼͔͔Δ͜ͱ͕͋ͬͨ
    wυΩϡϝϯτ΍ࢀߟʹͳΔ΋ͷ͕গͳ͘ɺͲ͏͍͏هड़͕Մೳͳͷ͔Θ͔Βͳ͍࣌
    ظ͕͋ͬͨ
    wαʔϏεϩʔϯνޙʹྲྀੴʹϧʔϧͷςετ͕ͳ͍ͱෆ҆ͩΑͶͱͳΓςετΛ૊Ή
    ͜ͱʹͳ͕ͬͨɺςετ༻ͷ'JSFCBTF1SPKFDUΛཱͯͯߦ͏ςετ͔͠Ͱ͖ͳ͔ͬͨ
    !56
    

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57. Cookpad Inc. All Rights Reserved.
    ࠓͰ͸ʜ
    wυΩϡϝϯτɺϦϑΝϨϯε΋ॆ࣮͖ͯͨ͠
    wϩʔΧϧΤϛϡϨʔλͷొ৔ʹΑΓϧʔϧΛσϓϩΠͤͣɺϧʔϧͷςε
    τΛ͔͍ͯݕূͰ͖ΔΑ͏ʹͳͬͨ
    w ,PNFSDPͰ͸࢖͍ͬͯͳ͍͕
    XFCίϯιʔϧ্ͰϧʔϧΛγϛϡϨʔτ
    ͢Δ͜ͱ΋Մೳʹͳͬͨ
    wˠ೥ͷؒʹେ͖͘ਐาͨ͠
    !57
    

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58. Cookpad Inc. All Rights Reserved.
    ϧʔϧΛॻ͘ͷ͕೉͍͔͠Β$MPVE'VODUJPOTʹಀ͛Α͏
    ͱ͍͏બ୒Λ͢Δ͜ͱ͕େ෯ʹݮͬͨ
    !58
    

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59. Cookpad Inc. All Rights Reserved.
    
    !59
    

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60. Cookpad Inc. All Rights Reserved.
    ʮը૾ͷಡΈࠐΈ͕஗͍ʜʯ
    ʮ঎඼ը૾ͷಡΈࠐΈ஗͘ͳ͍ʁ௿଎௨৴ͩͱݫ͍͠ʜʯ
    !60
    

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61. Cookpad Inc. All Rights Reserved.
    վળલ
    w֤υΩϡϝϯτ Ϣʔβʔ΍঎඼
    ʹରͯ͠ɺ4UPSBHFͷSFG৘ใΛ࣋ͬͨΠϝʔδυΩϡϝϯ
    τͷࢀরΛ΋͍ͨͤͯͨ
    wը૾ΛಡΈࠐΉ࣌ʹɺυΩϡϝϯτऔಘˠΠϝʔδυΩϡϝϯτऔಘˠSFGΛ࢖ͬͯը૾σʔ
    λऔಘͱஈ֊Λ౿ΜͰ͍ͨ
    wҰ෦Ωϟογϡػߏ౳ΛऔΓೖΕ͍͕ͯͨɺͦ΋ͦ΋௨৴ճ਺͕ଟ͍ͷͰຊ࣭తͳվળʹ
    ͸ࢸ͍ͬͯͳ͔ͬͨ
    !61
    

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62. Cookpad Inc. All Rights Reserved.
    !62
    IUUQTUFDIMJGFDPPLQBEDPNFOUSZ
    վળલ
    

    View Slide

63. Cookpad Inc. All Rights Reserved.
    վળͨ͜͠ͱ
    w֤υΩϡϝϯτʹඥ෇͚Δը૾υΩϡϝϯτͱΦϦδφϧը૾͕௥Ճ͞ΕΔλΠϛϯάͰɺ
    $MPVE'VODUJPOT͔Βɺ'JSFCBTFͷ4UPSBHFʹΞΫηεͯ͠ΦϦδφϧը૾Λऔಘ͠ɺෳ਺α
    ΠζʹϦαΠζ͢ΔॲཧΛࢪͨ͠ޙɺ
    ϦαΠζޙͷը૾Λ'JSFCBTFɺ($1྆ํͷ4UPSBHFʹΞοϓϩʔυ͢Δ
    w($1ଆʹ্͛Δը૾ͷ63-͸༧ΊυΩϡϝϯτͷ৘ใ͔ΒߏஙͰ͖ΔنଇͰ౷Ұ͢Δ
    w FHIUUQTKQH
    
    wDMJFOUଆ͔Β͸ɺಡΈऔΓ͕ެ։ঢ়ଶʹͳͬͨ($1ͷ4UPSBHFʹରͯ͠ը૾ͷμ΢ϯϩʔυΛ
    ߦ͏
    w($1ଆʹDMJFOU͔Β௚઀͋͛ͳ͍ཧ༝͸ɺॻ͖ࠐΈ࣌͸4UPSBHFͷSVMFͰݕূΛߦ͍͍ͨͨΊ
    w($1ଆͷ4UPSBHF͸౦ژϦʔδϣϯͰӡ༻ BTJBOPSUIFBTU
    
    !63
    

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64. Cookpad Inc. All Rights Reserved.
    !64
    IUUQTUFDIMJGFDPPLQBEDPNFOUSZ
    վળޙ
    

    View Slide

65. Cookpad Inc. All Rights Reserved.
    ௨৴ճ਺΋ݮͬͨ͠ɺ
    औಘͷ଎౓΋େ෯ʹ޲্ͨ͠✌
    !65
    

    View Slide

66. Cookpad Inc. All Rights Reserved.
    ࢀߟ
    wʮ,PNFSDPΞϓϦͰ'JSFCBTF͔Βͷը૾औಘΛ଎ͨ͘͠࿩ʯ
    IUUQTUFDIMJGFDPPLQBEDPNFOUSZ
    
    !66
    

    View Slide

67. Cookpad Inc. All Rights Reserved.
    
    !67
    

    View Slide

68. Cookpad Inc. All Rights Reserved.
    ʮ$MPVE'VODUJPOTͷ
    &WFOU5SJHHFS͕ॏෳൃՐ͢ΔΜ͚ͩͲʜʯ
    !68
    

    View Slide

69. Cookpad Inc. All Rights Reserved.
    &WFOU5SJHHFS͕ॏෳൃՐ͢Δʜ
    w঎඼͕ߪೖ͞Εͨͱ͖ʹɺมߋ͞ΕͨϞσϧͷঢ়ଶΛτϦΨʔʹͯ͠ɺ
    ߪೖ͞Εͨ͜ͱΛTMBDLʹྲྀ͍ͯͨ͠
    wͨ·ʹશ͘ಉ͡಺༰ͰճɺTMBDLʹ௨஌͞ΕΔ͜ͱ͕͋ͬͨ
    wʢಉ͡Α͏ͳ࢓૊ΈͰ
    ঎඼͕ߪೖ͞Εͨͱ͖ʹɺߪೖऀɺग़඼ऀʹϝʔ
    ϧΛૹ৴͠Α͏ͱ͓΋͍͕ͬͯͨ͜ͷ··ͩͱʜ
    !69
    

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70. Cookpad Inc. All Rights Reserved.
    $MPVE'VODUJPOTͷ
    &WFOU5SJHHFS͸࠷௿ճҎ্ݺͼग़͞ΕΔՄೳੑ͕͋Δ
    !70
    

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71. Cookpad Inc. All Rights Reserved.
    ႈ౳ੑΛ୲อ͢Δͷ΋େ੾
    ʴ
    ॏෳൃՐࣗମΛ๷͙࢓૊Έ΋ཉ͍͠
    !71
    ˞ႈ౳ੑ JEFNQPUFODF
    
    େࡶ೺ʹݴͬͯɺ͋Δૢ࡞Λ̍ճߦͬͯ΋ෳ਺ճߦͬͯ΋ɺ
    ݁Ռ͕͓ͳ͡Ͱ͋Δ͜ͱ
    IUUQTKBXJLJQFEJBPSHXJLJႈ౳
    
    

    View Slide

72. Cookpad Inc. All Rights Reserved.
    ॏෳൃՐ͞Ε͔ͨͲ͏͔Λݕ஌͢Δ
    ػߏΛ࡞ͬͨ
    !72
    

    View Slide

73. Cookpad Inc. All Rights Reserved.
    ॏෳൃՐݕ஌ͷ࢓૊Έ
    w&WFO5SJHHFSʹΑͬͯؔ਺͕࣮ߦ͞ΕΔͱɺ&WFOU5SJHHFSൃՐ͝ͱʹAFWFOU*%Aͱ͍͏΋ͷׂ͕Γ౰
    ͯΒΕΔ
    w͜ͷFWFOU*%ʹɺ೚ҙͷQSFpYΛ෇͚ͨจࣈྻΛੜ੒
    wτϥϯβΫγϣϯΛషͬͨ͏͑Ͱɺ
    wͦͷจࣈྻΛυΩϡϝϯτ*%ͱ͢ΔA&WFOU5SJHHFSAίϨΫγϣϯͷυΩϡϝϯτ͕ଘࡏ͢Δ͔Λ
    ௐ΂Δ
    wଘࡏ͠ͳ͍৽نʹA&WFOU5SJHHFSAίϨΫγϣϯʹυΩϡϝϯτΛੜ੒ͯ͠ɺॏෳൃՐͰͳ͍
    GBMTF
    Λݺͼग़͠ݩʹฦ٫
    wଘࡏ͢ΔॏෳൃՐ͍ͯ͠ΔͷͰॏෳൃՐͨ͠ USVF
    Λݺͼग़͠ݩʹฦ٫͢Δ
    wॏෳൃՐ͍ͯͨ͠৔߹͸Կ΋ͤͣʹؔ਺ͷ࣮ߦΛऴྃͤ͞Δ
    !73
    

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74. Cookpad Inc. All Rights Reserved.
    ॏෳൃՐݕ஌ͷ࢓૊Έ
    !74
    

    View Slide

75. Cookpad Inc. All Rights Reserved.
    ॏෳൃՐݕ஌ͷ࢓૊Έ
    !75
    

    View Slide

76. Cookpad Inc. All Rights Reserved.
    ༨ஊ
    ಉ͡υΩϡϝϯτύεʹର͢Δ&WFOU5SJHHFSͷ৔߹ɺ
    ؔ਺ఆٛΛ෼͚͍ͯͯ΋ಉ͡FWFOU*%ׂ͕ΓৼΒΕΔ
    !76
    

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77. Cookpad Inc. All Rights Reserved.
    ࢀߟ
    w$MPVE'JSFTUPSFUSJHHFST-JNJUBUJPOTBOEHVBSBOUFFT
    IUUQTpSFCBTFHPPHMFDPNEPDTGVODUJPOTpSFTUPSFFWFOUTMJNJUBUJPOT@BOE@HVBSBOUFFT
    
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78. Cookpad Inc. All Rights Reserved.
    
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81. Cookpad Inc. All Rights Reserved.
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82. Cookpad Inc. All Rights Reserved.
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85. Cookpad Inc. All Rights Reserved.
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86. Cookpad Inc. All Rights Reserved.
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87. Cookpad Inc. All Rights Reserved.
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88. Cookpad Inc. All Rights Reserved.
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89. Cookpad Inc. All Rights Reserved.
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90. Cookpad Inc. All Rights Reserved.
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91. Cookpad Inc. All Rights Reserved.
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