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2018 Yusuke Hirao, CC BY-ND. ίʔυϨϏϡʔ ͳΜͯͯ͠ΒΕΔ͔ο Զͷ࿩Λฉ͚-5େձ גࣜձࣾσΟʔθϩ ϑϩϯτΤϯυΤϯδχΞ ฏඌ༏య

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2018 Yusuke Hirao, CC BY-ND. ݁࿦͔Β

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2018 Yusuke Hirao, CC BY-ND. )5.-ͷ-JOUFS࡞ͬͨ

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2018 Yusuke Hirao, CC BY-ND. ࣗݾ঺հ ฏඌ༏యʢͻΒ͓Ώ͏ͯΜʣ גࣜձࣾσΟʔθϩ ϑϩϯτΤϯυΤϯδχΞ ίϛϡχςΟ׆ಈ ෱ԬϑϩϯτΤϯυ༑ͷձ'VLVPLB'SPOUFOE'SPHT ෱ԬϚʔΫΞοϓษڧձ CBTFS$.4Ϣʔβʔձ Yusuke Hirao @cloud10designs

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2018 Yusuke Hirao, CC BY-ND. ࣾ಺ͷ ίʔσΟϯάΨΠυϥΠϯΛ ॻ͍ͨΜͰ͢

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2018 Yusuke Hirao, CC BY-ND.

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2018 Yusuke Hirao, CC BY-ND. ίʔσΟϯάελΠϧ͔Β ΞΫηγϒϧϚʔΫΞοϓɺ $44ઃܭɺ+4ͷςΫχοΫ͔Β ίʔσΟϯάࢥ૝ͳͲ ΤϞ͍ײ͡Ͱςϯί੝Γ

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2018 Yusuke Hirao, CC BY-ND. Ͱɺ ࡞͔ͬͨΒʹ͸ɺ ͪΌΜͱΨΠυϥΠϯʹ Ԋ͍ͬͯΔ͔֬ೝ͍ͨ͠

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2018 Yusuke Hirao, CC BY-ND. Α͠ɺ

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2018 Yusuke Hirao, CC BY-ND. ίʔυϨϏϡʔ͠Α͏

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͢

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ ͓΍ɺෆਖ਼ͳωετؔ܎ʹͳͬ ͯ·͢

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ ͓΍ɺෆਖ਼ͳωετؔ܎ʹͳͬ ͯ·͋͢ɺλά໊͸খจࣈʹ ͍ͯͩ͘͠͞Ͷ

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ ͓΍ɺෆਖ਼ͳωετؔ܎ʹͳͬ ͯ·͋͢ɺλά໊͸খจࣈʹ ͍ͯͩ͘͠͞ͶͱΓ͋͑ͣΠ ϯσϯτ͚ͭͯ΋Β͑·͔͢ʁ

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ ͓΍ɺෆਖ਼ͳωετؔ܎ʹͳͬ ͯ·͋͢ɺλά໊͸খจࣈʹ ͍ͯͩ͘͠͞ͶͱΓ͋͑ͣΠ ϯσϯτ͚ͭͯ΋Β͑·͢ ͔ʁΨΠυϥΠϯಡΈ·͠ ͨʁ

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2018 Yusuke Hirao, CC BY-ND. ͜͜͸+4ͷτϦΨʔʹͳΔ ͷͰBλάΑΓCVUUPOλάͭ ͔͍·͠ΐ͏͜͜͸VMMJͰՕ ৚ॻ͖ʹ͠·͠ΐ͏OBWʹ͸ BSJBMBCFMೖΕ·͠ΐ͏͔ϥ ϯυϚʔΫϩʔϧ͚ͭ·͠ΐ ͏͓΍ɺด͡λά͕ൈ͚͍ͯ ·͓͢΍ɺBMU͕ͳ͍Ͱ͢Ͷ ͓΍ɺෆਖ਼ͳωετؔ܎ʹͳͬ ͯ·͋͢ɺλά໊͸খจࣈʹ ͍ͯͩ͘͠͞ͶͱΓ͋͑ͣΠ ϯσϯτ͚ͭͯ΋Β͑·͢ ͔ʁΨΠυϥΠϯಡΈ·͠ ͨʁ ͔͠΋ ਺ઍϖʔδ

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2018 Yusuke Hirao, CC BY-ND. ίʔυϨϏϡʔ͠Α͏

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2018 Yusuke Hirao, CC BY-ND. ίʔυϨϏϡʔ͠Α͏ ͯ͠ΒΕΔ͔ο

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2018 Yusuke Hirao, CC BY-ND. ϨϏϡʔ͸ࠔ೉ΛۃΊͨ ϨϏϡʔͷຊདྷͷ໨త ίϯςΩετͱηϚϯςΟοΫͷ֬ೝ ΞΫηγϏϦςΟνΣοΫ ࣮ࡍʹؾΛऔΒΕͯ͠·ͬͨ͜ͱ )5.-7BMJEBUJPO Ϋϥε໋໊نଇͳͲίʔσΟϯάΨΠυϥΠϯ४ڌͷ֬ೝ ඼্࣭໰୊ͳ͍͚ͲϝϯςͷͨΊͷΨΠυϥΠϯϧʔϧ͕ Πϯσϯτ͸ϨϏϡʔͷಡΈ΍͢͞ͷͨΊͳͷʹͦΕΛࢦఠ ෛͷϧʔϓ

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2018 Yusuke Hirao, CC BY-ND. -JOUFSΛಋೖ͠Α͏✅

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2018 Yusuke Hirao, CC BY-ND. -JOUFSͷԸܙ +BWB4DSJQU͸&4-JOUͰɺ$44͸4UZMFMJOUͰಋೖࡁΈ ࣍ͷ͜ͱ͸͍͍ͩͨࣗಈԽͰ͖Δ γϯλοΫενΣοΫ ίʔυελΠϧͷνΣοΫ ໋໊نଇͷνΣοΫ ΞϯνύλʔϯͷνΣοΫ ࢦఠ͢Δͷ͸ػցͳͷͰਓ֨൱ఆʹड͚औΒΕʹ͍͘ ʮΤϥʔ͕ग़ͳ͍Α͏ʹίʔσΟϯά͍ͯͩ͘͠͞ʯͰย෇͘

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2018 Yusuke Hirao, CC BY-ND. )5.-)JOUΛ࢖ͬͯΈ͕ͨʜ جຊͷνΣοΫ͸΋ͪΖΜαϙʔτ ϓϥάΠϯ"1*Λ͍࣋ͬͯͨͷͰ࠷ॳ͸ͦΕͰؤுͬͨ ͔͠͠΍͍ͬͯ͘͏ͪʹ໰୊͕ϙϩϙϩ "1*͸͋ͬͯ΋HVMQ΍ΤσΟλ͕ϓϥάΠϯʹରԠͯ͠ͳ͍ &4-JOUΈ͍ͨʹϑΥϧμ͝ͱͷϧʔϧઃఆ͕Ͱ͖ͳ͍ 47(ͳͲͷ֎དྷཁૉʹରԠ͍ͯ͠ͳ͍ ։ൃࢭ·ͬͯΔ͠

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2018 Yusuke Hirao, CC BY-ND. ͭʔΘ͚Ͱ

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2018 Yusuke Hirao, CC BY-ND. )5.--JOUFS࡞Γ·ͨ͠

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU /PEFKTͰಈ͘)5.--JOUFS ͦͷ͏ͪϒϥ΢β൛΋  ϓϥάΠϯ"1*Λ͍࣋ͬͯΔ ਖ਼֬ͳϩέʔγϣϯΛ΋ͭ"45 %0.ϥΠΫͳπϦʔߏ଄͕ѻ͑Δ ཁૉ͝ͱʹϧʔϧΛ࠶ઃఆͰ͖Δ ର৅ͷཁૉ͸ηϨΫλͰߜΓ͜ΊΔ ϑΥϧμ͝ͱʹϧʔϧΛઃఆͰ͖Δ ϧʔϧઃఆ͸ܧঝ͕Ͱ͖Δ )5.--JWJOHTUBOEBSEͷίϯςϯπϞσϧ৘ใΛ΋ͭ ֎དྷཁૉɾΧελϜཁૉɾ7JFXϥΠϒϥϦͷରԠΛݟਾ͑ͨઃܭ Τϥʔ͕೔ຊޠ ϩέʔϧͰ൑ఆ ·੍ͩ࡞த͚ͩͲ

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU ͦͦ͜͜͸ಈ͖·͢

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU 74$PEF֦ுެ։ࡁΈ

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU ॗʑϧʔϧͱ௥Ճத

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU ͕Μ͹ͬͯυΩϡϝϯτॻ͍ͯ·͢

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2018 Yusuke Hirao, CC BY-ND. Ͱɺ࡞ͬͯΈͯͷײ૝

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2018 Yusuke Hirao, CC BY-ND. ௒ָ͍͠

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2018 Yusuke Hirao, CC BY-ND. ͳΜ΍͜Ε։ൃ௒ָ͍͠΍Μ ඞཁʹۦΒΕͯ࡞Γ࢝Ίͨʹͯ͠͸༧૝֎ʹָ͍͠ ΰϦΰϦ)5.-ΛѻͬͯΔͷʹϑϩϯτΤϯυ͡Όͳ͍ෆࢥٞײ ͍ΖΜͳֶͼ͕͋ͬͨ ͱʹ͔͘)5.--JWJOHTUBOEBSEಡΈ·ͬͨ͘ )5.-ͷߏจ΍ύʔεʹ΍ͨΒৄ͘͠ͳͬͨ $-*ͷԞਂ͞ ඪ४ೖྗग़ྗͱ͔ϑϩϯτΤϯυͰ͸ະ஌ ࠶ؼॲཧͱ͔΋ਅ໘໨ʹऔΓ૊ΜͩͷॳΊ͔ͯ΋͠Εͳ͍ ϒϥ΢βޓ׵Λؾʹ͠ͳ͍ίʔσΟϯάͷշײ ͋ͱɺۙʑ਺ઍϖʔδͷ໾ʹཱͯΔ͜ͱ͕ ͸͖ͬΓ͍ͯ͠Δ఺͸೩͑Δಈػʹͳ͍ͬͯͨ

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2018 Yusuke Hirao, CC BY-ND. ໨తͱָཱ͍͕྆͠Ͱ͖ͦ͏Ͱ͋Δ ϨϏϡʔͷຊདྷͷ໨త ίϯςΩετͱηϚϯςΟοΫͷ֬ೝ ΞΫηγϏϦςΟνΣοΫ ࣮ࡍʹؾΛऔΒΕͯ͠·ͬͨ͜ͱ )5.-7BMJEBUJPO Ϋϥε໋໊نଇͳͲίʔσΟϯάΨΠυϥΠϯ४ڌͷ֬ೝ ඼্࣭໰୊ͳ͍͚ͲϝϯςͷͨΊͷΨΠυϥΠϯϧʔϧ͕ Πϯσϯτ͸ϨϏϡʔͷಡΈ΍͢͞ʹͨΊͳͷʹͦΕΛࢦఠ ෛͷϧʔϓ

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2018 Yusuke Hirao, CC BY-ND. ໨తͱָཱ͍͕྆͠Ͱ͖ͦ͏Ͱ͋Δ ϨϏϡʔͷຊདྷͷ໨త ίϯςΩετͱηϚϯςΟοΫͷ֬ೝ ΞΫηγϏϦςΟνΣοΫ ࣮ࡍʹؾΛऔΒΕͯ͠·ͬͨ͜ͱ )5.-7BMJEBUJPO Ϋϥε໋໊نଇͳͲίʔσΟϯάΨΠυϥΠϯ४ڌͷ֬ೝ ඼্࣭໰୊ͳ͍͚ͲϝϯςͷͨΊͷΨΠυϥΠϯϧʔϧ͕ Πϯσϯτ͸ϨϏϡʔͷಡΈ΍͢͞ʹͨΊͳͷʹͦΕΛࢦఠ ෛͷϧʔϓ ໨త

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2018 Yusuke Hirao, CC BY-ND. ໨తͱָཱ͍͕྆͠Ͱ͖ͦ͏Ͱ͋Δ ϨϏϡʔͷຊདྷͷ໨త ίϯςΩετͱηϚϯςΟοΫͷ֬ೝ ΞΫηγϏϦςΟνΣοΫ ࣮ࡍʹؾΛऔΒΕͯ͠·ͬͨ͜ͱ )5.-7BMJEBUJPO Ϋϥε໋໊نଇͳͲίʔσΟϯάΨΠυϥΠϯ४ڌͷ֬ೝ ඼্࣭໰୊ͳ͍͚ͲϝϯςͷͨΊͷΨΠυϥΠϯϧʔϧ͕ Πϯσϯτ͸ϨϏϡʔͷಡΈ΍͢͞ʹͨΊͳͷʹͦΕΛࢦఠ ෛͷϧʔϓ ໨త ָ͍͠

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2018 Yusuke Hirao, CC BY-ND. ͋͞ɺ

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2018 Yusuke Hirao, CC BY-ND. ίʔυϨϏϡʔ͠Α͏

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2018 Yusuke Hirao, CC BY-ND. 5IBOLZPV

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2018 Yusuke Hirao, CC BY-ND. NBSLVQMJOU IUUQTHJUIVCDPN:VTVLF)JSBPNBSLVQMJOU NBSLVQMJOUQMVHJOUFYUMJOU IUUQTXXXOQNKTDPNQBDLBHFNBSLVQMJOUQMVHJOUFYUMJOU NBSLVQMJOUGPS74$PEF IUUQTNBSLFUQMBDFWJTVBMTUVEJPDPNJUFNT JUFN/BNFZVTVLFIJSBPWTDPEFNBSLVQMJOU