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LINE ミニアプリ開発の現場から

Avatar for sumihiro3 sumihiro3
October 22, 2022
Technology
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LINE ミニアプリ開発の現場から

LINE Developer Community REV UP 2022 登壇資料

Avatar for sumihiro3

sumihiro3

October 22, 2022

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Transcript

  1.  -*/&ϛχΞϓϦ։ൃͷݱ৔͔Β גࣜձࣾϒϨΠϒςΫϊϩδʔऔక໾ Ճ઒੅ኍ -*/&%FWFMPQFS$PNNVOJUZ3&761

  2. ຊ೔ͷΞδΣϯμ ⿣ࣗݾ঺հ ⿣ϒϨΠϒςΫϊϩδʔͱ͸ ✦౰ࣾͰͷϛχΞϓϦࣄྫ ⿣-*/&ϛχΞϓϦͱ͸ ✦4FSWJDF.FTTBHFͱ͸ ✦ϛχΞϓϦνϟωϧ͸গ͠ෳࡶ ⿣౰ࣾαʔϏεͷٕज़ߏ੒ 

  3. Ճ઒੅ኍʢ͔͕Θ͢ΈͻΖʣ ⿣ུྺ ✦ܦཧ͔Β*5ίϯαϧ·Ͱ৭ʑܦݧ͠·ͨ͠ ✦-*/&"1*&YQFSU ʙ  ✦גࣜձࣾϒϨΠϒςΫϊϩδʔऔక໾ʢʙʣ ‣ -*/&%$Ͱͷ׆ಈ͕͖͔͚ͬͰݱ৬΁ ‣

    ༷ʑͳ-*/&ϛχΞϓϦΛ։ൃத ⿣झຯ ‣ ։ൃίϯςετ΁ͷࢀՃ w FCJLFͰΏΔΏΔ૸Δ w ࣌ʹ͸ΞϫΠνɺΧεΠνͳͲLN௒͑ͷ௕ڑ཭΋૸Γ·͢  ࣗݾ঺հ TVNJIJSP TVNJIJSPLBHBXB TLBHBXB!CSBWFUFDIOPMPHZDPKQ

  4. ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ 

  5. ʮ5FDIOPMPHZ1BSUOFSʯͷʮ-*/&ϛχΞϓϦ෦ ໳ʯʹ͓͍ͯɺॳճͷύʔτφʔʹೝఆ͞Ε·ͨ͠ גࣜձࣾϒϨΠϒςΫϊϩδʔ 

  6. શͯͷਓͷ଴ͪ࣌ؒετϨεΛ 
 ܰݮͤ͞Δ  ϛογϣϯ

  7. Ϣʔβʔͷ଴ͪ࣌ؒετϨε ⿣ళʹߦ͔ͳ͍ͱฒ΂ͳ͍ɺࠞࡶঢ়گ͕෼͔Βͳ͍ ⿣଴͚ͭͩͳͷʹɺΞϓϦΛΠϯετʔϧͨ͘͠ͳ͍ ⿣଴͚ͭͩͳͷʹɺϩάΠϯ*%ɾύεϫʔυΛೖΕΔͷ͸໘౗ ⿣ͣͬͱళͰ଴͍ͬͯͨ͘ͳ͍ɻଞͷ༻ࣄ΋ࡁ·͍ͤͨ ⿣໊લ΍ి࿩൪߸Λॻ͘ͷʁ͔͠΋ࢴʹʂʁ  ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ

  8. ళଆͷ଴ͪ࣌ؒετϨε ⿣ళ಄ʹཷ·Δ଴ͪߦྻΛղফ͍ͨ͠ɻۙྡʹ໎࿭Λ͔͚ͨ͘ͳ͍ ⿣ࢴͷ΢ΣΠςΟϯάϦετΛফ͠ࠐΉͷ͸໘౗ ⿣ళ಄Ͱݺͼग़ͯ͠΋ɺ͓٬͕ͳ͔ͳ͔໭͖ͬͯͯ͘Εͳ͍  ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ

  9. ղܾखஈͱͯ͠ʜ  ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ

  10. ղܾखஈͱͯ͠ʮ-*/&ʯ͕ϐολϦ ⿣೔ຊͰ͸ੜ׆Πϯϑϥͱͯ͠ఆண ⿣ੑผɾ೥୅ʹؔ܎ͳ͘ଟ͘ͷਓ͕ར༻͍ͯ͠Δ ⿣-*/&ϛχΞϓϦͰ͋Ε͹ɺΘ͟Θ͟ଞΞϓϦͷΠϯετʔϧ΋ෆཁ  ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ

  11. -*/&ϛχΞϓϦࣄྫ 

  12. ີͷରࡦ ີूɺີࣨɺີ઀ 4PDJBM %JTUBODF Λආ͚ΔαʔϏε ؾܰʹ଴ͬͯ΋Β͑Δॱ൪؅ཧαʔϏε ࣄྫ

  13. ʮඵͰൃ݊ʯͰ͖Δz࢖͍΍͢͞z  NBUPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  14. ۙ͘ͷࢪઃΛબͼɺਓ਺ΛબΜͰൃ݊ϘλϯΛԡ͚ͩ͢ 23ίʔυಡΈऔΓͰ΋Մ  NBUPDBc-*/&ϛχΞϓϦࣄྫ ৘ใೖྗ ൃ݊׬ྃ ൃ݊௨஌͕ಧ͘ ࢪઃΛબͿ

  15. ళଆͰͷݺग़͠΋جຊ͸ͭͷϘλϯΛૢ࡞͢Δ͚ͩ ๩͍͠߹ؒʹૢ࡞͢Δ͜ͱʹͳΔͷͰɺళଆͰͷૢ࡞΋࢖͍΍͢͞Λ௥ٻ͍ͯ͠·͢  NBUPDBc-*/&ϛχΞϓϦࣄྫ جຊૢ࡞͸ ͭͷϘλϯ ͓ݺͼग़͍ͨ͠͠൪߸Λૢ ࡞͢Δ͚ͩͰݺͼग़͠௨஌ ΛૹΔ͜ͱ͕Ͱ͖·͢ɻ ᶃ

    ͝Ҋ಺͕ऴྃͨ͠Β ʮ׬ྃʯϘλϯΛԡ͠·͢ɻ ᶄ ͔ΜͨΜૢ࡞ ͔ΜͨΜૢ࡞

  16. ༷ʑͳۀଶͷॱ൪଴ͪʹରԠ  NBUPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  17. ಋೖ࣮੷ ళฮ͚ͩͰͳ͘ɺҩྍػؔ΍࣏ࣗମɺେن໛ΠϕϯτͰͷεϙοτར༻ͳͲʹ΋ରԠ͍ͯ͠·͢  NBUPDBc-*/&ϛχΞϓϦࣄྫ ݱࡏ

  18. ར༻ΞΧ΢ϯτ਺͸ॱௐʹ૿Ճதʂ  NBUPDBc-*/&ϛχΞϓϦࣄྫ 1,076 ར༻ "DDPVOUT 261 اۀ $PNQBOJFT ݱࡏ

  19. ࣄྫ

  20. ϒϧϒϧ͔ΒZPCPDB΁  ZPCPDBc-*/&ϛχΞϓϦࣄྫ lݺͼग़͠zʹಛԽͨ͠ϛχΞϓϦαʔϏεͰ͢

  21. ϒϧϒϧΛ௒͍͑ͯ͘  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  22. ʮݺͼग़ͯ͠ऴΘΓʯͰ͸ͳ͍ʂ ϒϧϒϧʢ͍ΘΏΔݺͼग़͠ϕϧʣ͸ݺͼग़ͯ͠ऴΘΓ͕ͩɺʮݺͼग़ͨ͠ޙʯͷϢʔβʔଐੑɾར༻ঢ়گΛ 
 ׆༻ͨ͠ൢചଅਐʢ-*/&ެࣜΞΧ΢ϯτͰͷϝοηʔδ഑৴ʣ΁ܨ͛ΒΕΔ  ZPCPDBc-*/&ϛχΞϓϦࣄྫ yoboca ैདྷ੡඼ ௨஌ڑ཭ ܞଳి࿩໢ͷൣғ

    ݟ௨͠Nఔ౓ ϝϯςφϯε ෆཁ όοςϦʔަ׵ɺॆి ײછ঱ରࡦ ෆཁ Ξϧίʔϧআەਪ঑ ฆࣦɺ౪೉ϦεΫ ͳ͠ ͋Γ Ձ֨Ϟσϧ ֹ݄ར༻ྉ ങऔʗϨϯλϧ ߦಈσʔλ׆༻ Մೳ ෆՄೳ

  23. ॱ൪଴ͪzҎ֎zͷ଴ͪ࣌ؒ΁ରԠ  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  24. ॱ൪଴ͪҎ֎ͷ଴ͪ࣌ؒ΁ରԠ ॱ൪଴͕ͪϝΠϯͷNBUPDBͰ͸र͑ͳ͔ͬͨۀଶ΋αϙʔτ ⿣ॱ൪ʹؔ܎ͳ͘ग़དྷ্͕ͬͨ΋ͷ͔Βݺͼग़ͤΔ ‣ ϑʔυίʔτɺϦϢʔεͷࠪఆ଴ͪɺςΠΫΞ΢τͳͲ ⿣िؒޙ΍ϲ݄ޙͳͲɺཌ೔Ҏ߱ʹ௨஌͍ͨ͠ ‣ ΫϦʔχϯάɺΦʔμʔϝΠυɺ෰ͷϦϑΥʔϜɺ֤छमཧͳͲ  ZPCPDBc-*/&ϛχΞϓϦࣄྫ

  25. ϫϯλοϓͰ؆୯ݺͼग़͠௨஌  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  26. ݺͼग़͠௨஌͸ϫϯλοϓૢ࡞͔ΒՄೳʂ ͞Βʹ͓٬༷͝ͱʹҟͳΔݸผϝοηʔδ΋ૹ৴ՄೳͳͷͰ༷ʑͳঢ়گʹରԠͰ͖Δ  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ঎඼ߪೖɾਃࠐ ൪߸ࡳͷ͓౉͠    

      ൃ݊       ൪͕બ୒͞Ε͍ͯ·͢ɻ ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔ δࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοη ʔδ ݺͼग़͠௨஌ Ωϟϯηϧ ࡟আ डऔ೔࣌ ". ͓ݺͼग़͠൪߸        ൃ݊ ൪߸ࡳΛൃ݊ ͓ݺͼग़͠ ݸผϝοηʔδΛఴ͑ͨૹ৴΋Մೳ ళฮͰ؅ཧ

  27. ௨஌ొ࿥΋23ίʔυಡऔΓ͔ΒϫϯλοϓͰ׬ྃ ϝʔϧ΍4.4ʢΦϓγϣϯͰมߋՄʣͰ΋௨஌Ͱ͖ΔͷͰɺඇ-*/&ϢʔβʔͰ΋௨஌͕ಧ͖·͢ɻ -*/&௨஌ͳΒɺ͓٬༷͕௨஌ొ࿥Λߦ͏͚ͩͰ-*/&༑ͩͪΛ֫ಘͰ͖·͢ɻ  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ঎඼ߪೖɾਃࠐ ൪߸ࡳͷ͓౉͠ ௨஌ొ࿥Ҋ಺ ݖݶڐՄ ൪߸ࡳ֬ೝ

     ͓ड͚औΓʹདྷΒΕΔࡍͷ஫ҙࣄ߲ Š ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝο ηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδ ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝο ηʔδ ߪೖ೔࣌ ͝༻ҙ͕Ͱ͖·ͨ͠🎉 ͜ͷϝοηʔδΛελοϑ΁͝ఏ͍ࣔͩ͘͞ ॳճͷΈ ݺͼग़͠௨஌͕ -*/&ʹಧ͘🎉 ݺͼग़࣌͠ʹ-*/&΁௨஌க͠·͢ɻ ԼهϘλϯΑΓొ࿥Λߦ͍ͬͯͩ͘͞ɻ ༑ͩͪ௥Ճ

  28. ܾࡁ୺຤ͱͷ࿈ܞ΋  ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛ௃ͦͷ

  29. ܾࡁ୺຤ͻͱͭͰɺܾࡁ͔Βൃ݊·ͰγʔϜϨεʹ׬݁ ࡾҪॅ༑ΧʔυΦʔϧΠϯϫϯܾࡁ୺຤ػ TUFSBUFSNJOBMΛ࢖༻ͨ͠৔߹ͷྫ  ܾࡁޙɺΞϓϦ੾Γସ͑ ೚ҙͷܾࡁΞϓϦ yoboca ΞϓϦ

  30. ʮ-*/&ϛχΞϓϦʯͱ͸ 

  31. -*/&ϛχΞϓϦͱ͸ʢϏδωεɾར༻ऀࢹ఺ʣ ⿣-*/&ΞϓϦͷதͰɺاۀ΍͓ళͷαʔϏεΛ؆୯ʹఏڙͰ͖Δ ⿣ۀछɾۀଶʹಛԽͨ͠ศརͳػೳʢύοέʔδʣΛ؆୯ʹఏڙͰ͖Δ ⿣-*/&ެࣜΞΧ΢ϯτͱ࿈ܞ͢Δ͜ͱͰ༑͕ͩͪ૿΍ͤΔ  -*/&ϛχΞϓϦͱ͸

  32. -*/&ϛχΞϓϦͱ͸ʢϏδωεɾར༻ऀࢹ఺ʣ  -*/&ϛχΞϓϦͱ͸ ਺ʑͷ-*/&ϛχΞϓϦ͕ɺ -*/&ΞϓϦ͔Βར༻Ͱ͖Δ Α͏ʹͳΔ ར༻Πϝʔδ

  33. -*/&ϛχΞϓϦͱ͸ʢ։ൃऀࢹ఺ʣ ⿣-*''ʢ-*/&'SPOUFOE'SBNFXPSLʣ্Ͱ࣮ߦ͞ΕΔ΢ΣϒΞϓϦͰ͢ ⿣΢ΣϒΞϓϦͰ͢ͷͰɺ)5.-ͷ΄ͱΜͲͷ࢓༷͕࢖༻Ͱ͖·͢ ⿣-*/&ϛχΞϓϦΛ࢖͑͹ɺϢʔβʔ͸ΞϓϦΛΠϯετʔϧ͠ͳͯ͘΋αʔ ϏεΛར༻Ͱ͖·͢  -*/&ϛχΞϓϦͱ͸ https://developers.line.biz/ja/docs/line-mini-app/discover/introduction/ ެࣜυΩϡϝϯτΑΓ

  34. ʮ-*/&ϛχΞϓϦʯͱ 
 ʮ-*''ΞϓϦʯͱͷҧ͍͸ʁ  ʮ-*/&ϛχΞϓϦʯͱ͸ ૉ๿ͳٙ໰

  35. -*/&ϛχΞϓϦ-*''ΞϓϦ Ћ  ʮ-*/&ϛχΞϓϦʯͱ͸ ؆୯ʹݴ͏ͱ

  36. -*''ΞϓϦͱͷҧ͍ ⿣خ͍͜͠ͱ ✦-*/&ΞϓϦͷϗʔϜλϒ͔Βͷಋઢ͕͋Δ ✦༑ͩͪ௥ՃΛͯ͠΋Β͍΍͍͢ ✦ແྉͰૹ৴Ͱ͖ΔʮαʔϏεϝοηʔδʯ͕࢖͑Δ 
 ⿣ٯʹϋʔυϧͱͳΔ͜ͱ ✦αʔϏεϝοηʔδʹ͸੍ݶ͕͋Δ ✦νϟωϧͷߏ੒͕ͪΐͬͱෳࡶͰ͋Δ ✦ϦϦʔε৹͕ࠪ͋Δ

     -*/&ϛχΞϓϦͱ͸

  37. -*''ΞϓϦͱͷҧ͍ ⿣خ͍͜͠ͱ ✦-*/&ΞϓϦͷϗʔϜλϒ͔Βͷಋઢ͕͋Δ ✦༑ͩͪ௥ՃΛͯ͠΋Β͍΍͍͢ ✦ແྉͰૹ৴Ͱ͖ΔʮαʔϏεϝοηʔδʯ͕࢖͑Δ 
 ⿣ٯʹϋʔυϧͱͳΔ͜ͱ ✦αʔϏεϝοηʔδʹ͸੍ݶ͕͋Δ ✦νϟωϧͷߏ੒͕ಛघ ✦ϦϦʔε৹͕ࠪ͋Δ

     -*/&ϛχΞϓϦͱ͸ -*/&ϛχΞϓϦͰಛ௃తͳ ఺ʹ͍ͭͯ౿ΈࠐΜͰղઆ͠·͢

  38. ʮαʔϏεϝοηʔδʯͱ͸  -*/&ϛχΞϓϦͱ͸

  39. αʔϏεϝοηʔδʢ4FSWJDF.FTTBHFʣͱ͸ ⿣ϢʔβʔͷʮΞΫγϣϯʯʹର͢Δ֬ೝɾԠ౴ͱͯ͠࢖͑Δϓογϡϝοη ʔδͷ͜ͱ ✦ಛ௃ ‣ ແྉͰར༻Ͱ͖Δ ‣ ϓϩϞʔγϣϯʢ஋Լ͛௨஌ɺ৽঎඼ͷࠂ஌ͳͲʣʹ͸࢖͑ͳ͍ ‣ ར༻γʔϯ͸ݶΒΕΔ

     ϝοηʔδͷςϯϓϨʔτ͕ఆΊΒΕ͍ͯΔ  -*/&ϛχΞϓϦͱ͸

  40. 4FSWJDF.FTTBHF͕ར༻Ͱ͖Δγʔϯ  -*/&ϛχΞϓϦͱ͸ ϢʔβʔΞΫγϣϯ Ϣʔβʔొ࿥ ϢʔβʔΞΫγϣϯʹରԠͨ͠4FSWJDF.FTTBHF ొ࿥׬ྃ ༧໿ਃࠐ ༧໿ड෇ ༧໿ͷϦϚΠϯυ

    ॱ൪଴ͪ ॱ൪͕͍ۙͮͨ ෆࡏ௨஌ ϢʔβʔΞΫγϣϯͱରԠ͍ͯ͠ͳ͍4FSWJDF.FTTBHF Λૹ৴͍ͯ͠Δͱ৹ࠪͰϦδΣΫτ͞ΕΔՄೳੑେʂ

  41. ⿣௨஌τʔΫϯͷૹ৴ճ਺੾Εʹ஫ҙͨ͠ΞϓϦಋઢΛ࡞Δ ✦௨஌τʔΫϯ͸࠷େճ·Ͱ4FSWJDF.FTTBHFΛૹ৴Ͱ͖Δ ✦τʔΫϯ͕ແޮͱͳΔ·Ͱʹ࠶औಘ͕ඞཁ ✦4FSWJDF.FTTBHFૹ৴ޙʹΞϓϦ΁໭͖ͬͯͯ΋Β͏ಋઢͳͲ 4FSWJDF.FTTBHF։ൃ5JQT  -*/&ϛχΞϓϦͱ͸

  42. ⿣௨஌τʔΫϯͷૹ৴ճ਺੾Εʹ஫ҙͨ͠ΞϓϦಋઢΛ࡞Δ ✦௨஌τʔΫϯ͸࠷େճ·Ͱ4FSWJDF.FTTBHFΛૹ৴Ͱ͖Δ ✦τʔΫϯ͕ແޮͱͳΔ·Ͱʹ࠶औಘ͕ඞཁ ✦4FSWJDF.FTTBHFૹ৴ޙʹΞϓϦ΁໭͖ͬͯͯ΋Β͏ಋઢͳͲ ⿣5JQT ✦τʔΫϯ੾Ε·Ͱʹૹ৴͢Δ4FSWJDF.FTTBHF਺Λௐ੔ ‣ ड෇ˠࣄલݺग़ˠݺग़ˠ׬ྃ ✦ৄࡉͳ৘ใΛݟΔʹ͸ϛχΞϓϦ΁໭ͬͯ΋Β͏ ‣

    4FSWJDF.FTTBHF͚ͩͰຬ଍ͤ͞ͳ͍ 4FSWJDF.FTTBHF։ൃ5JQT  -*/&ϛχΞϓϦͱ͸

  43. ⿣4FSWJDF.FTTBHFͷςϯϓϨʔτ͕සൟʹ௥Ճ͞Ε͍ͯΔ ✦ҙ֎ͱසൟʢଟ͍ͱ͖ʹ͸݄ʹ਺݅ʣʹςϯϓϨʔτ͕௥Ճ͞Ε͍ͯΔ ⿣5JQTʢͱ͍͏͔ɺ':*ʣ ✦l4FSWJDF.FTTBHF$BUBMPHz΁ͷ൓ө͸஗ΕΔͷͰɺϛχΞϓϦνϟωϧϖʔδͰ νΣΫʂ 4FSWJDF.FTTBHF։ൃ5JQT  -*/&ϛχΞϓϦͱ͸

  44. ϛχΞϓϦνϟωϧ͸গ͠ෳࡶ  -*/&ϛχΞϓϦͱ͸

  45. ϛχΞϓϦνϟωϧʹ͸ͭͷνϟωϧؚ͕·ΕΔ  ϛχΞϓϦνϟωϧ͸গ͠ෳࡶ νϟωϧ*%ͱɺ-*''63-͕ ͭͣͭ͋Δʂ -*/&%FWFMPQFSTΑΓ

  46. ϛχΞϓϦνϟωϧʹ͸ͭͷνϟωϧؚ͕·ΕΔ ⿣։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ΍৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷ؅ཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍  "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFS͸ಈ࡞֬ೝ͚ͩͰ͖Δ  -*/&ϛχΞϓϦͱ͸

  47. ϛχΞϓϦνϟωϧʹ͸ͭͷνϟωϧؚ͕·ΕΔ ⿣։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ΍৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷ؅ཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍  "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFS͸ಈ࡞֬ೝ͚ͩͰ͖Δ ⿣৹ࠪ༻ ✦-*/&ࣾͰͷ-*/&ϛχΞϓϦ৹ࠪ࣌ʹར༻͢Δνϟωϧ ‣

    جຊతʹ͸-*/&ࣾͷ৹ࠪ୲౰ऀ͚͕ͩ৹ࠪ࣌ʹར༻͢Δ  -*/&ϛχΞϓϦͱ͸

  48. ϛχΞϓϦνϟωϧʹ͸ͭͷνϟωϧؚ͕·ΕΔ ⿣։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ΍৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷ؅ཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍  "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFS͸ಈ࡞֬ೝ͚ͩͰ͖Δ ⿣৹ࠪ༻ ✦-*/&ࣾͰͷ-*/&ϛχΞϓϦ৹ࠪ࣌ʹར༻͢Δνϟωϧ ‣

    جຊతʹ͸-*/&ࣾͷ৹ࠪ୲౰ऀ͚͕ͩ৹ࠪ࣌ʹར༻͢Δ ⿣ຊ൪༻ ✦ͦͷ໊ͷͱ͓Γɺຊ൪࣌ʹར༻͞ΕΔνϟωϧ ✦৹͕ࠪঝೝ͞ΕϦϦʔε͕׬ྃ͢Δͱ୭Ͱ΋ར༻ՄೳͱͳΔ  -*/&ϛχΞϓϦͱ͸

  49. ϛχΞϓϦνϟωϧͷ༨ஊ ⿣৹ࠪ༻νϟωϧͷṖ ✦-*/&ࣾͰͷ৹͕ࠪ։࢝͞Εͳ͍ͱ4FSWJDF.FTTBHF͕ૹ৴͞Εͳ͍ʜ ‣ ৹ࠪґཔલͷಈ࡞֬ೝ࣌ʹ4FSWJDF.FTTBHF͕ૹ৴͞Εͣɺ͔ͳΓযΓ·ͨ͠ʜ ‣ -*/&ࣾͰͷ৹ࠪ։࢝࣌ʹɺ৹ࠪ༻؀ڥ΁ઃఆ͕൓ө͞Ε͍ͯΔΑ͏ͳงғؾ ‣ ৹ࠪલʹ֬ೝͰ͖ͳ͍͜ͱ͕͋ΔͱυΩυΩͳͷͰɺͳΜͱ͔ͯ͠ཉ͍͠Ͱ͢ 

    -*/&ϛχΞϓϦͱ͸

  50. ʮϛχΞϓϦνϟωϧʯ͜΅Ε࿩  -*/&ϛχΞϓϦͱ͸

  51. ϛχΞϓϦνϟωϧͷઃఆ߲໨਺͸ɺ ͓Α͍ͦͭ͘ʁ  ಥવͷ࣭໰ʂ

  52. ໿ 50߲໨  ౴͑ ๏ਓ֨ɺ։ൃاۀͷ༗ແ΍ɺར༻͢Δ4FSWJDF.FTTBHF਺ ʹΑͬͯલޙ͠·͢

  53. ϛχΞϓϦνϟωϧͷઃఆ߲໨͸ͨ͘͞Μ͋ΔΑ ⿣νϟωϧ໊΍આ໌ ⿣ΧελϚʔαϙʔτ৘ใ΍ɺαʔϏεࣄۀओɺ։ൃ୲౰اۀͷ৘ใ ⿣࿈བྷઌॾʑ ⿣-*''ͷઃఆ ⿣4FSWJDF.FTTBHFͷઃఆ  -*/&%FWFMPQFSTΑΓ ઃఆը໘ͷλϒ͚ͩͰͭ΋͋Δʂ

  54. ϛχΞϓϦνϟωϧͷઃఆ߲໨͸ͨ͘͞Μ͋ΔΑ ⿣ϦϦʔε਺͕গͳ͚Ε͹଱͑ΒΕΔ͕ɺେྔʹ͋Δ৔߹͸͔ͳΓͷۤߦ ‣ ݅Ҏ্ͷϛχΞϓϦΛಉ࣌ظʹϦϦʔεͨ͠ࡍ͸ɺهೖ࿙Εɺίϐϖϛεɺ৹ࠪΛԿ౓΋΍Γ௚ ͠ɺͳͲඇৗʹେมͰͨ͠ʢࣾ௕ஊʣ  -*/&ϛχΞϓϦͱ͸

  55. ϛχΞϓϦνϟωϧͷઃఆ߲໨͸ͨ͘͞Μ͋ΔΑ ⿣ϦϦʔε਺͕গͳ͚Ε͹଱͑ΒΕΔ͕ɺେྔʹ͋Δ৔߹͸͔ͳΓͷۤߦ ‣ ݅Ҏ্ͷϛχΞϓϦΛಉ࣌ظʹϦϦʔεͨ͠ࡍ͸ɺهೖ࿙Εɺίϐϖϛεɺ৹ࠪΛԿ౓΋΍Γ௚ ͠ɺͳͲඇৗʹେมͰͨ͠ʢࣾ௕ஊʣ ⿣ରࡦͱͯ͠-*/&%FWFMPQFSTը໘ΛεΫϨΠϐϯάͰૢ࡞͢ΔϓϩάϥϜ Λ։ൃ ✦ը໘ૢ࡞͸΄΅ࣗಈԽͰ͖ͨʂʂ͕ɺ ‣ -*/&%FWFMPQFSTߋ৽ʹΑΔ߲໨૿ݮ΍91BUIมߋͰಈ͔ͳ͘ͳΔͷͰɺ"1*Λఏڙͯͩ͘͠͞

    ͍ɻ͓ئ͍͠·͢ʂʂ  -*/&ϛχΞϓϦͱ͸

  56. ౰ࣾαʔϏεͷٕज़ߏ੒ 

  57. -*/&ϛχΞϓϦ͸ɺ-*/&͞Μͷ 
 αʔόʔͰՔಇ͍ͯ͠ΔͷͰ͔͢ʁ  Α͋͘Δʁ࣭໰

  58. ʲ࣭໰ʳ-*/&ϛχΞϓϦ͸ɺ-*/&͞ΜͷαʔόʔͰՔಇ͍ͯ͠ΔͷͰ͔͢ʁ ⿣ʲճ౴ʳαʔϏεఏڙଆͷϦιʔεʢΫϥ΢υͱ͔ʣͰಈ͍͍ͯ·͢ ‣ ΋ͪΖΜαʔϏεఏڙଆͷϦιʔεͰՔಇ͍ͯ͠ΔͷͰ͕͢ɺ-*/&ࣾͷ৹͕ࠪ͋Δ͔Β͔ɺͦͷΑ ͏ͳ࣭໰Λड͚Δ͜ͱ͕͋Γ·͢  ౰ࣾαʔϏεͷٕज़ߏ੒

  59. NBUPDBZPCPDB͸"84Ϋϥ΢υΛϝΠϯʹར༻ͯ͠αʔϏεఏڙ͍ͯ͠·͢ -*/&"1*6TF$BTFαΠτʹ΋ܝࡌ͍͍͍ͨͩͯ·͢  ౰ࣾαʔϏεͷٕज़ߏ੒ https://lineapiusecase.com/ja/technicalcase/bravetechnology.html

  60. NBUPDBZPCPDB͸"84Ϋϥ΢υΛϝΠϯʹར༻ͯ͠αʔϏεఏڙ͍ͯ͠·͢ -*/&"1*6TF$BTFαΠτʹ΋ܝࡌ͍͍͍ͨͩͯ·͢  ౰ࣾαʔϏεͷٕज़ߏ੒ https://lineapiusecase.com/ja/technicalcase/bravetechnology.html

  61. NBUPDB͸&$3%4ΛϝΠϯͱͨ͠ߏ੒ όοΫΤϯυ͸-BSBWFMΛϑϧʹ׆༻͠ɺϑϩϯτ͸7VF/VYUͰߏங  ౰ࣾαʔϏεͷٕज़ߏ੒

  62. ZPCPDB͸αʔόʔϨεΞʔΩςΫνϟߏ੒ ϑϩϯτ͸NBUPDBͱಉ༷ʹ7VF/VYUͰߏஙɻ όοΫΤϯυ͸-BNCEB%ZOBNP%#424ͰϩδοΫΛɺσʔλΞφϦςΟΫεܥαʔϏεΛར༻ͯ͠౷ܭॲཧͷ ࣮૷Λߦ͍ͬͯΔ  ౰ࣾαʔϏεͷٕज़ߏ੒

  63. -*/&ϛχΞϓϦ։ൃʹ ڵຯ͕͋Δํ͸ 

  64. $0/'*%&/5*"- ձࣾ๚໰ಈըΛݟ͍ͯͩ͘͞ʂ  https://www.youtube.com/watch?v=l_ht7fQA440

  65. Thank you!! 

  66. &/%0' %0$6.&/5 ͝ෆ໌఺͸ؾܰʹ͓໰͍߹Θ͍ͤͩ͘͞