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ϒϩοΫνΣʔϯϏδωεͷऔѻઆ໌ॻɹ @abenben

<໔੹஫ҙࣄ߲> ຊ಺༰͸ݸਓͷݟղʢ࣋࿦ʣͰ͢ɻॴଐ͢Δ૊৫ͱ͸Ұ੾ؔ܎͋Γ·ͤΜɻ

ࣗݾ঺հ ໊લɿ͋΂Μ΂Μ ৬ۀɿۚ༥*5ςΫϊϩδετ 5XJUUFSɿ!BCFOCFO ग़਎ɿ๺ւಓʢ಩খ຀ࢢʣ झຯɿཱྀߦɺਆࣾ८Γ Ո଒ɿਓՈ଒ ່ਓ ʴଙਓ ˞ࣗ෼ͷϛογϣϯ͸ʮϚονϟʔʯ

ΞδΣϯμ wᶃϒϩοΫνΣʔϯٕज़ͷجຊ wᶄϒϩοΫνΣʔϯٕज़ͷൃల wᶅϒϩοΫνΣʔϯΞϓϦέʔγϣϯͷ֓؍ wᶆϒϩοΫνΣʔϯϏδωεͷࣄྫ঺հʢۚ༥ʣ wᶇϒϩοΫνΣʔϯϏδωεͷࣄྫ঺հʢඇۚ༥ʣ wᶈ*$0 wᶉ*τʔΫϯΤίϊϛʔ wᶊ࣮Ϗδωεͷߟ͑ํʹ͍ͭͯ wᶋ·ͱΊ
wʢ͓·͚ʣࣗݾ঺հ ϒϩοΫνΣʔϯϏδωεͷऔѻઆ໌ॻ

ϒϩοΫνΣʔϯٕज़ͷجຊ

Πϯλʔωοτ͕΋ͨΒͨ͠มֵ ࣾձͷมֵ Ձ஋؍ͷมֵ ٕज़ͷຽओԽ Πϯλʔωοτ ௿ίετ Φʔϓϯ ٕज़ɾ࣌ؒ ৔ॴɾϞϊ ॴ༗͔Βڞ༗΁

ϒϩοΫνΣʔϯͱ͸ Πϯλʔωοτ͸৘ใΛίϐʔ͢Δٕज़

ϒϩοΫνΣʔϯͱ͸ ϒϩοΫνΣʔϯ͸Ձ஋ΛҠٕ͢ज़ Πϯλʔωοτ͸৘ใΛίϐʔ͢Δٕज़

ϒϩοΫνΣʔϯͱ͸ ϒϩοΫνΣʔϯ͸Ձ஋ΛҠٕ͢ज़ ͜Ε·Ͱ ৽ͨͳࢼΈ தԝूݖత ෼ݖత ؅ཧऀʹΑͬͯ؅ཧ ͢Δ࢓૊Έ ؅ཧػؔΛҡ࣋͢Δ ίετʢਓ݅අʣ͕ൃੜɻ
σʔλΛνΣοΫͯ͠ɺ ਖ਼͍͠ূ੻Λڞ༗͋͠ ͏࢓૊Έ σʔλͷνΣοΫʹΠϯηϯςΟϒ ϝΧχζϜ͕͋Δ͜ͱʹΑͬͯΤί γεςϜ͕ҡ࣋͞Ε͍ͯΔɻ Πϯλʔωοτ͸৘ใΛίϐʔ͢Δٕज़

ΠϯλʔωοτʹΑΔՁ஋ͷҠస ॻ੶ɿϒϩοΫνΣʔϯϨϘϦϡʔγϣϯ ”͜Ε͸৽͍͠ύϥμΠϜͰ͢ɻࢲʹ͸1993೥ͱ ಉ͡Α͏ʹࢥ͑·͢ɻ౰࣌ɺΠϯλʔωοτͱ ͍͏΋ͷΛฉ͍ͨ͜ͱ͕͋Δ͔ͱߨԋͰਘͶΔ ͱखΛڍ͛Δਓ͸10%ҐͰͨ͠ɻϒϩοΫ νΣʔϯɺ͜Ε͕࣍ͷΠϯλʔωοτͰ͢ɻࢲ ͨͪ͸ɺ৘ใͷΠϯλʔωοτʢinternet of informationʣ͔ΒՁ஋ͷΠϯλʔωοτ
ʢinternet of valueʣʹ޲͔͓͏ͱ͍ͯ͠· ͢ɻ”

ϒϩοΫνΣʔϯͰߦΘΕ͍ͯΔࣄ ΈΜͳͰಉ͡಺༰ͷ୆ாΛڞ༗͠ݟுΓ͍͋ͬͯΔ ͜Ε·ͰͷՁ஋Ҡసʢྫɿ͓ۚͷૹۚʣ͸ୈࡾऀ ػؔʹΑͬͯอূ͞Ε͍͕ͯͨɺূڌΛه࿥ͨ͠ ୆ாΛڞ༗͠ɺ͓ޓ͍ʹݟுΓ߹͏͜ͱͰ؅ཧऀ ෆࡏͷதͰ؅ཧ͢Δ࢓૊Έɻ wෆਖ਼ʢվ͟Μɺೋॏࢧ෷ʣ͕ͣ͠Β͍ɹྫɿ୆ா؅ཧɺτϨʔαϏϦςΟ w؅ཧऀ͕ෆཁʢ؅ཧίετͷ࡟ݮˍଐਓੑʹґଘ͠ͳ͍ʣ wܖ໿ʢՁ஋ΛҠస͢ΔϧʔϧʣΛࣗಈԽͰ͖Δɹྫɿߴֹૹۚͷ཈ࢭ ϝϦοτ
***** ***** **** ******* ***** ***** **** ******* ***** ***** **** ******* ***** ***** **** ******* ***** ***** **** ******* A→B 50 D→B 20 B→E 40

ಛఆͷ؅ཧऀ͕͍ΔϒϩοΫνΣʔϯ΋͋Δ ಛఆͷ؅ཧऀ ͍Δ ωοτϫʔΫͷ ܾ·Γ͝ͱ ̍ػؔͰ ܾΊ͍ͯΔ ׆༻ࣄྫ ۚ༥ػؔͳͲ ಛఆͷ؅ཧऀ
͍Δʢෳ਺ʣ ωοτϫʔΫͷ ܾ·Γ͝ͱ ஂମͰ ܾΊ͍ͯΔ ׆༻ࣄྫ ஂମ΍࿈ܞاۀ ಛఆͷ؅ཧऀ ͍ͳ͍ ωοτϫʔΫͷ ܾ·Γ͝ͱ ෆಛఆଟ਺Ͱ ܾΊΕΔΑ͏ʹ ݫ֨ʹܾΊ͍ͯΔ ׆༻ࣄྫ Ծ૝௨՟ ύϒϦοΫνΣʔϯ ϓϥΠϕʔτνΣʔϯ ίϯιʔγΞϜνΣʔϯ

·ͣ͸ϏοτίΠϯΛ஌Ζ͏ ʮBITCOIN: A PEER-TO-PEER ELECTRONIC CASH SYSTEMʯ ৴༻Ͱ͖Δୈࡾऀ͕ଘࡏ͠ͳ͘ͱ΋ɺݸਓؒͰ՟ฎͷ΍ΓऔΓ͕Ͱ͖ΔγεςϜ

ʮατγɹφΧϞτʯ࿦จʢʣ ݪจ ೔ຊޠ༁ ग़ॴɿIUUQTDPJODIFDLDPNCMPH ग़ॴɿIUUQTCJUDPJOPSHCJUDPJOQEG

ʮατγɹφΧϞτʯ࿦จʢʣ Abstract ཁ໿ Introduction ͸͡Ίʹ Transactions τϥϯβΫγϣϯ Timestamp Server λΠϜελϯϓαʔόʔ
Proof-of-Work ϓϧʔϑΦϒϫʔΫ network ωοτϫʔΫ Incentive ใु Reclaiming Disk Space σΟεΫεϖʔεͷվળ Simpliﬁed Payment Veriﬁcation ࢧ෷͍֬ೝͷ؆ུԽ Combining and Splitting Value ίΠϯͷ·ͱΊͱ෼ׂ Privacy ϓϥΠόγʔ Calculations ਺ࣈతཪ෇͚ Conclusion ݁࿦

ʮατγɹφΧϞτʯ࿦จʢʣ தԝूݖ͔Βʮ෼ࢄ؅ཧʯ΁ ʮిࢠॺ໊ʯͰऔҾσʔλͷਖ਼͠͞Λอূ ೋॏ࢖༻ͳͲͷऔҾͷෆਖ਼Λ๷͙ ʮϚΠχϯάʯͰऔҾΛঝೝ͢Δ Ұํ޲ੑϋογϡؔ਺Λར༻ ϚΠχϯάͱ͸ʮϊϯεʯΛ୳͢͜ͱ ϚΠχϯά͢Δਓʹ͸ʮใुʢΠϯηϯςΟϒʣʯ͕ࢧ෷ΘΕΔ

ϏοτίΠϯ ʮBITCOIN: A PEER-TO-PEER ELECTRONIC CASH SYSTEMʯ ৴༻Ͱ͖Δୈࡾऀ͕ଘࡏ͠ͳ͘ͱ΋ɺݸਓؒͰ՟ฎͷ΍ΓऔΓ͕Ͱ͖ΔγεςϜ [ಛ௃] ୈࡾऀػؔΛඞཁͱ͠ͳ͍௚઀औҾ͖
2ॏࢧ෷͍ͷ๷ࢭ ඇՄٯతͳʢվ͟ΜͰ͖ͳ͍ʣऔҾ͖ γεςϜ͕Ұ౓΋μ΢ϯ͍ͯ͠ͳ͍ ظ଴͞ΕΔޮՌͷྫ গֹऔҾ͖ʹ͓͚Δ৴༻ίετͷ࡟ݮɹˠɹϚΠΫϩϖΠϝϯτɺد෇ ख਺ྉͷ௿ίετԽɹɹɹɹɹɹɹɹɹˠɹࠃࡍؒૹۚ ୭΋͕ࢀՃɾ཭୤ՄೳɹɹɹɹɹɹɹɹˠɹΞϯόϯΫτʢunbankedʣɹɹɹɹ ೥݄೔ ɹϦʔϚϯγϣοΫ  ೥݄೔  ɹ࿦จ౤ߘ ೥݄  ɹྲྀ௨͕։࢝ ೥݄೔  ɹॳΊͯͷऔҾ  ɹʢϐβ̎ຕʣ

ϒϩοΫνΣʔϯͰར༻͞Ε͍ͯΔٕज़ʢϏοτίΠϯͷྫʣ 11ܕͷωοτϫʔΫ ϋογϡؔ਺ʢ҉߸ٕज़ʣ ϋογϡؔ਺ɺެ։伴҉߸ɺిࢠॺ໊ͳͲ εϚʔτίϯτϥΫτ ͋Δ৚͕݅ຬͨ͞Εͨ৔߹ʹɺܾΊΒΕͨॲཧ͕ ࣗಈతʹ࣮ߦ͞ΕΔ͜ͱɻఆΊΒΕͨίʔυʹैͬ ͯࣗಈతʹ࣮ߦ͢Δ͜ͱͰτϥετϨεͳܖ໿Λ ࣮ݱ͢Δɻ ߹ҙܗ੒ΞϧΰϦζϜʢ1SPPGPG8PSLʣ
ίϯηϯαεΞϧΰϦζϜͱ͸11ωοτʔΫͷ Α͏ʹ৘ใ౸ୡʹλΠϜΞ΢τ͕͋Δωοτϫʔ Ϋʹ͓͍ͯɺࢀՃऀ͕୯Ұͷ݁Ռʹ͍ͭͯ߹ҙΛ ಘΔͨΊͷΞϧΰϦζϜͰ͢ɻʢਓΛಈ͔͢ݪಈྗ ͱͳΔΠϯηϯςΟϒϞσϧͱਂؔ͘܎͢Δʣ

ެ։伴҉߸ ిࢠॺ໊ ϋογϡؔ਺ ϒϩοΫνΣʔϯ 11ωοτϫʔΫ 1SPPGPG8PSL Ͳ͜ʹ࢖͏ͷ͔ʁ

ϋογϡؔ਺ <ಛ௃> ᶃม׵͞ΕͨϏοτྻ͔ΒݩͷϝοηʔδΛਪଌͣ͠Β͍ ᶄҟͳΔϝοηʔδ͔Βಉ͡Ϗοτྻ͕ੜΈग़͞ΕΔ͜ͱ͕΄ͱΜͲͳ͍ ᶅಉ͡Ϗοτྻʹม׵͞ΕΔҟͳΔͭͷϝοηʔδΛ୳͢͜ͱ͕ࠔ೉

ϋογϡؔ਺ʢCYίϚϯυʣ ग़ॴɿ https://github.com/libbitcoin/libbitcoin-explorer

ϋογϡؔ਺ʢCJUDPJOFYQMPSFSʣ CMPDLDIBJOFYQMPSFSDPNNBOE CYTFFE DEDBDBEBGEGFFFECCD FDIPcCYTIB DFFCGBB⒎GECCFFGFEDF FDIPcCYTIB DFGGBGFEFBEGBDFEBGDCFFE FDIPcCYSJQFNE EECBBCDFFBFBCBD
FDIPcCYSJQFNE BBBGFDGFCCCDBFFBCBD CMPDLDIBJOFYQMPSFSDPNNBOE FDIPcPQFOTTMTIB TUEJO BDFEGBGEDFDGDGCGDDGEG FDIPcPQFOTTMTIB TUEJO BGFBG⒎FCFEGFDFD

ͦͷલʹڞ௨伴҉߸ ڞ௨伴҉߸ͱ͸҉߸Խͱ ෮߸ʹಉ͡伴Λ༻͍Δ҉ ߸Խํࣜ <σϝϦοτ> ࣄલʹ૬खʹ΋ಉ͡伴Λ౉ ͓ͯ͠ޓ͍ʹൿີʹ͓ͯ͠ ͘ඞཁ͕͋ΔɻʢͲ͏҆શ ʹಧ͚Δ͔ʁͲ͜·Ͱ૬ख ͷൿີΛ৴༻͍ͯ͠ͷ͔ʣ

ެ։伴҉߸ ެ։伴҉߸ͱ͸҉߸Խͱ ෮߸ʹผʑͷ伴Λ༻͍Δ ҉߸Խํࣜ 伴Λʮຊਓ͚͕ͩ༻͍Δ伴 ൿ ີ伴 ʯͱʮ୭Ͱ΋ར༻Ͱ͖ Δ伴 ެ։伴
ʯͷೋͭʹ෼ ͚Δ͜ͱͰ伴ͷड͚౉͠໰ ୊Λղܾ <ϝϦοτ> ෮߸༻ͷ伴 ൿີ伴 Λ૬ख ʹ౉͞ͳͯ͘΋ྑ͍

ిࢠॺ໊ ωοτϫʔΫܦ༝Ͱૹ৴ͨ͠σʔλ͕ ਖ਼͍͠΋ͷͰ͋Δ͜ͱΛূ໌͢Δ࢓૊ Έ ిࢠॺ໊ͷݪཧɿެ։伴Λ͍࣋ͬͯΔ ਓͰ͋Ε͹ɺ୭Ͱ΋ಡΊΔ͕ɺ࡞੒ऀ ͸།Ұൿີ伴Λ͍࣋ͬͯΔࠤ౻͞Μຊ ਓͰ͔͠ͳ͍͜ͱ͕ূ໌͞Ε͍ͯΔɻ ϏοτίΠϯͷిࢠॺ໊Ͱར༻͞ΕΔ ެ։伴҉߸͸&$%4"ʢପԁۂઢ%4"ʣ
ॺ໊ํࣜ ʢଞʹ34"҉߸ํࣜɺ%4"ॺ໊ํࣜ ͳͲ͕͋Δʣ

τϥϯβΫγϣϯʢऔҾʣ

ϒϩοΫ

ϚʔΫϧ໦

ϒϩοΫνΣʔϯ Ұ൪௕͍νΣʔϯ͕࠾༻͞ΕΔɻ

11ωοτϫʔΫ ूதܕ͸γεςϜઃܭ΍อक͕͠΍͍͢ ن໛͕େ͖͘ͳΔͱߴੑೳαʔό΍ωοτϫʔΫ ͕ඞཁʹͳΔ ΫϥΠΞϯτ਺ʹݶք͕͋Δ εέʔϥϏϦςΟ͕ߴ͍ ୯Ұো֐఺ʢ4JOHMF1PJOUPG'BJMVSFʣ͕ͳ͍ ಉظ·Ͱͷੑೳ͕ूதܕΑΓ஗͍ ϊʔυݕࡧʹ޻෉͕ඞཁ  ʢΞϧΰϦζϜɺεʔύʔϊʔυಋೖ౳ʣ

ϚΠχϯά ϚΠφʔͷݕূʹΑͬͯɺϢʔβʔͷೋॏ෷͍ʢμϒϧεϖϯτʣΛ ๷ࢭ͢Δ࡞ۀ औҾͷه࿥ΛશһͰݕࠪ͢Δ͜ͱͰɺෆਖ਼ͳऔҾΛॻ͖ࠐΊͳ͍ɻ

ϚΠχϯάʢ1SPPGPG8PSLʣ 1.ϚΠφʔಉ࢜Ͱφϯε୳͠ͷڝ૪Λ͢Δ 2.࠷ॳʹݟ͚ͭͨφϯεΛΈΜͳͰνΣοΫͯ͠߹ҙܗ੒͢Δ ग़ॴɿ60෼ͰΘ͔Δ! ϒϩοΫνΣʔϯ࠷લઢ https://www.amazon.co.jp/dp/4774197610

ϚΠχϯάʢ1SPPGPG8PSLʣ ϏοτίΠϯͷϚΠχϯά͸1SPPGPG8PSLʢ࡞ۀྔʹΑΔূ໌ʣ ίϯϐϡʔλʔʹ๲େͳܭࢉྔΛ͔͚ͤ͞Δ͜ͱͰίΠϯͷِ଄Λ๷͙࢓ ֻ͚ φϯεͱݺ͹ΕΔϥϯμϜ஋Λൃݟ͢ΔʢΫΠζͬΆ͍ʣͨΊίϯϐϡʔ λʔϦιʔε͕ඞཁͱͳΔ ஋Λݟ͚ͭͨΒωοτϫʔΫ্ʹ௨஌ͯ͠ঝೝΛಘΔʢ୭͔͕ݟ͚ͭͨ஋ ͔Β౴͑Λ֬ೝ͢Δͷ͸؆୯ʣ ঝೝʹ͸໿෼ఔ౓͔͔ΔΑ͏ʹઃఆ͞Ε͍ͯΔ վ᜵͢Δʹ͸աڈ෼͔ΒḪͬͯશϒϩοΫΛ࠶ܭࢉ͢Δ͜ͱʹͳΔͷͰɺ
ലେͳܭࢉྔ͕ඞཁͱͳΔͷͰɺϚΠχϯάͰใुΛಘͨํ͕རޱ ϝʔϧͷ)BTI$BTI͔ΒώϯτΛಘͨ

ϏοτίΠϯϚΠχϯάʢϋογϡϨʔτ෼෍ʣ ग़ॴɿhttps://blockchain.info/ja/pools 2017.07 2018.07 1೥ޙ

ϚΠχϯάʢ#*5."*/ࣾʣ #*5."*/ࣾɿ "OU1PPMӡӦ ैۀһ͸໿໊

ϚΠχϯάͷྺ࢙ $16 (16 '1(" "4*$ Ϋϥ΢υ ϚΠχϯά

11ωοτϫʔΫͰͷॲཧϑϩʔʢʣ Ϣʔβʔ͸ࣗ෼ͷʢຊਓͰ͋Δ͜ͱ Λূ໌͢Δҝʹిࢠॺ໊ͨ͠ʣऔҾ Λ11ωοτϫʔΫΛհͯ͠ϒϩʔ υΩϟετ͢Δ

11ωοτϫʔΫͰͷॲཧϑϩʔʢʣ ϚΠφʔ͸ड͚औͬͨऔҾͷి ࢠॺ໊΍಺༰Λ֬ೝͯ͠ɺϒϩο Ϋͷੜ੒৚݅Λຬͨ͢࡞ۀ ʢOBODFͷܭࢉʣΛߦ͏ɻ ˞OBODFͷܭࢉʹ͍ͭͯ͸ϚΠχϯάͰઆ໌

11ωοτϫʔΫͰͷॲཧϑϩʔʢʣ ϚΠφʔ͸ϒϩοΫͷੜ੒৚݅ Λຬͨ͢࡞ۀ͕׬ྃͨ͠Βɺ ࡞੒ͨ͠ϒϩοΫΛ11ωοτ ϫʔΫΛհͯ͠ϒϩʔυΩϟε τ͢Δ

11ωοτϫʔΫͰͷॲཧϑϩʔʢʣ ϒϩοΫΛड਍ͨ͠ϊʔυ͸ɺ ਖ਼౰ੑΛݕূͯ͠໰୊͕ͳ͚Ε ͹ࣗ෼ͷϒϩοΫνΣʔϯʹ௥ Ճ͢Δ ϚΠφʔ͸ɺϚΠχϯάதͷϒ ϩοΫ͸ഁغͯ͠ɺ࣍ͷϒϩο ΫͷϚΠχϯάΛ։࢝͢Δʢ͸ ͣʣ

εϚʔτίϯτϥΫτ εϚʔτίϯτϥΫτͱ͸ ϋʔυ΢ΣΞ΍ιϑτ΢ΣΞʹ૊Έࠐ·Εͨܖ໿ʢϒϩο ΫνΣʔϯ্ʹهड़͞ΕͨϓϩάϥϜʣͰɺܖ໿৚͕݅ຬ ͨ͞Εͨ࣌ʹࣗಈࣥߦ͞ΕΔɻ ܖ໿ͷొ࿥ ʢ଴ػʣ  ܖ໿৚͕݅੒ཱ ܖ໿ͷࣥߦ Ձ஋ͷҠస
ਫ਼ࢉ ϓϩάϥϜʹΑΓࣗಈࣥߦ ిؾ୅ͷ੥ٻ ిؾ୅଺ೲ ҧ൓Λه࿥ ిྗ഑৴ఀࢭ ྫɿిྗ୅ۚͷࢧ෷͍

ϏοτίΠϯ͸ैདྷͷطଘٕज़ͷ૊Έ߹Θͤ

ϏοτίΠϯ͸ैདྷͷطଘٕज़ͷ૊Έ߹Θͤ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ ʢεϚʔτίϯτϥΫτʣ

ʢิ଍ʣΠϝʔδ͠΍͍͢ಈը ·ͣ͸ͪ͜ΒͷಈըͰʢ※YouTubeΛ೔ຊޠͷࣈນ෇͖ʹઃఆͯ͠ࢹௌͰ͖·͢ʣ ग़ॴɿIUUQTXXXZPVUVCFDPNXBUDI W(DFOO)Y" υϧ΍Ϣʔϩ΍ͦͷଞଟ͘ͷ௨՟ͱަ׵Ͱ͖·͢ ͋ͳͨͷϏοτίΠϯ͸ɺίϯϐϡʔλ͔ϞόΠϧػثʹ͋Δσδλϧͳࡒ෍ʹ อଘ͞Ε·͢ ϏοτίΠϯΛૹΔ͜ͱ͸ɺϝʔϧΛૹΔҐʹγϯϓϧͰ͢ ͦͯ͠ɺϏοτίΠϯͰԿͰ΋ߪೖͰ͖·͢ ϏοτίΠϯͷωοτϫʔΫ͸ɺ࠾۷ऀͱݺ͹ΕΔݸਓʹΑͬͯ҆શʹอͨΕͯ
͍·͢ ࠾۷ऀ͸ɺऔҾΛݕূ͢Δ͜ͱʹΑͬͯ৽͘͠ੜ੒͞ΕͨϏοτίΠϯΛใुͱ ͯ͠ड͚औΓ·͢ औҾͷݕূޙɺͦͷऔҾ͸ಁ໌ੑͷ͋Δެ։͞Εͨா฽ʹه࿥͞Ε·͢ ϏοτίΠϯ͸ɺΠϊϕʔγϣϯͷͨΊʹҰମతͳ৽ϓϥοτϑΥʔϜͷಓΛ։ ͖·͢ɻ ιϑτ΢ΣΞ͸׬શʹΦʔϓϯιʔεͰɺ୭Ͱ΋ίʔυΛϨϏϡʔͰ͖·͢ ϏοτίΠϯ͸ɺϑΝΠφϯεΛมֵ͍ͯ͠·͢ɻ΢Σϒ͕ग़൛Λม͑ͨΑ͏ʹ શͯͷਓ͕άϩʔόϧͳࢢ৔΁ͷΞΫηεͰ͖Δ࣌ɺૉ੖Β͍͠ΞΠσΟΞ͕Ֆ ։͘Ͱ͠ΐ͏ʂ ϏοτίΠϯ͸ɺϏδωεʹͱͬͯऔҾख਺ྉΛ௿͘͢ΔͨΊͷૉ੖Β͍͠खஈ Ͱ͢ ϏοτίΠϯΛड͚औΔͷʹίετ͸͔͔Γ·ͤΜ͠ɺηοτΞοϓ΋؆୯Ͱ͢ νϟʔδόοΫ΋ͳ͘ɺϏοτίΠϯܦࡁݍ͔ΒΑΓଟ͘ͷϏδωεऔҾΛಘΔ ͜ͱͰ͠ΐ͏ ϏοτίΠϯͷৄࡉʹ͍ͭͯ͸ɺXFVTFDPJOTDPNʹΞΫηε͍ͯͩ͘͠͞ <ࣈນ> ϏοτίΠϯͱ͸ʁ ϏοτίΠϯ͸ॳΊͯͷ෼ࢄܕͷ௨՟Ͱ͢ɻ ϏοτίΠϯ͸ωοτ্ͰૹΕΔσΟδλϧίΠϯͰ͢ɻ ଞͷ௨՟ͱ͓ۚͷૹΔํ๏Λൺ΂ΔͱɺϏοτίΠϯͷϝϦοτ͕ଟ͍Ͱ͢ɻ ωοτ্ͰϏοτίΠϯ͸ۜߦ͸ؔ܎ͳ͘ɻɻɻ ௚઀ʹ஗Ε·͢ɻ ͱ͍͏Θ͚Ͱɺྉ͕ۚΘΓͱ҆ͯ͘ɻɻɻ Ͳ͜ͷࠃͷํͰ΋͕࢖͑ͯɻɻɻ ΞΧ΢ϯτ͕ౚ݁͞ΕΒΕͳͯ͘ɻɻɻ લఏ৚݅ɺ੍ݶ΋ͳ͍ͷͰ͢ɻ ͲͷΑ͏ʹಈ࡞͢Δͷ͔ʁΛݟͯΈ·͠ΐ͏ ϏοτίΠϯΛചങͰ͖Δ௨՟ަ׵ॴ͸͍͔ͭ͋͘Γ·͢

ʢิ଍ʣDIBJO'MZFS http://chainflyer.bitflyer.jp http://chainflyer.bitflyer.jp/API/docs https://chainflyer.bitflyer.jp/v1/block/latest ྫɿ௚ۙͷऔҾΛݟ͍ͨ৔߹ ՄࢹԽʢΤΫεϓϩʔϥʔʣ

ʢิ଍ʣDIBJO'MZFSͰϒϩοΫΛ֬ೝ https://chainflyer.bitflyer.jp/v1/block/000000000000000001434fb0e5cc5e521de59bff70c325185a5c67bd5418c61a http://chainflyer.bitflyer.jp/Block/000000000000000001434fb0e5cc5e521de59bff70c325185a5c67bd5418c61a

ʢิ଍ʣDIBJO'MZFSͰτϥϯβΫγϣϯΛ֬ೝ http://chainflyer.bitflyer.jp/Transaction/f7dccccc239415dc637b5ac69e8e82d2912428c323d2760cbea23609167538d9 https://chainflyer.bitflyer.jp/v1/tx/f7dccccc239415dc637b5ac69e8e82d2912428c323d2760cbea23609167538d9

ʢิ଍ʣϏοτίΠϯͷ౷ܭɾνϟʔτ৘ใ ݱ࣌఺ͷ৘ใ ౷ܭ৘ใɿhttps://blockchain.info/stats νϟʔτ৘ใɿhttps://www.blockchain.com/ja/charts

ʢิ଍ʣϚϧνγάωνϟʢϚϧνγάʣ ΞΧ΢ϯτͷ؅ཧݖΛෳ਺ਓʹΏͩͶΔ 2-of-3ϚϧνγάΞυϨε ൿີ伴Λ࣋ͭ3ਓͷ͏ͪɺ̎ਓͷঝೝΛಘͳ͚Ε͹औҾ͕Ͱ͖ͳ͍ ग़ॴɿ60෼ͰΘ͔Δ! ϒϩοΫνΣʔϯ࠷લઢ https://www.amazon.co.jp/dp/4774197610

ʢิ଍ʣಗ໊ੑ ग़ॴɿ60෼ͰΘ͔Δ! ϒϩοΫνΣʔϯ࠷લઢ https://www.amazon.co.jp/dp/4774197610

ʢิ଍ʣϋʔυϑΥʔΫɾιϑτϑΥʔΫ ग़ॴɿ60෼ͰΘ͔Δ! ϒϩοΫνΣʔϯ࠷લઢ https://www.amazon.co.jp/dp/4774197610

ϒϩοΫνΣʔϯͰར༻͞Ε͍ͯΔ֤ٕज़ͷޮՌ ٕज़ ੑ࣭ ޮՌ 1̎1ωοτϫʔΫ ݎ࿚ੑ ෼ࢄԽ ௿ίετԽ ϋογϡؔ਺ ʢ҉߸ٕज़ʣ
৴ਖ਼ੑ ಗ໊Խ ೋॏࢧ෷͍ͷ๷ࢭ ߹ҙܗ੒ΞϦΰϦζϜ ʢίϯηϯαεΞϧΰϦζϜʣ τϨʔαϏϦςΟ ಁ໌Խ εϚʔτίϯτϥΫτ ެฏੑ ࣗಈԽ ࣗ཯Խ ʮKOMUGI! ϒϩοΫνΣʔϯͷʮτϥετϨεʯͱ͸Կ͔ʁʯΛࢀর ٕज़ ੑ࣭ ޮՌ 1̎1ωοτϫʔΫ ݎ࿚ੑ ෼ࢄԽ ௿ίετԽ ϋογϡؔ਺ ʢ҉߸ٕज़ʣ ৴ਖ਼ੑ ಗ໊Խ ೋॏࢧ෷͍ͷ๷ࢭ ߹ҙܗ੒ΞϦΰϦζϜ ʢίϯηϯαεΞϧΰϦζϜʣ τϨʔαϏϦςΟ ಁ໌Խ εϚʔτίϯτϥΫτ ެฏੑ ࣗಈԽ ࣗ཯Խ

τϥετϨε USVTUMFTTTZTUFN ʮ৴པͰ͖ͳ͍γεςϜʯ ਓ΍૊৫Λ৴པ͠ͳͯ͘΋ɺ҆৺ͯ͠औҾ͕Ͱ͖Δ͜ͱ ʲͲΜͳࣄ͕࣮ݱͰ͖Δͷ͔ʁʳ ɾ؅ཧऀͳ͠ɻࣗ཯తʹू·ͬͨίϯϐϡʔλ͚ͩͰࣄۀ͕৴པͰ͖Δɻ ɾॻ͔Εͨه࿥͕վ͟ΜͰ͖ͳ͍͜ͱɻ 㱠 ʢUSVTUMFTTUSVTUTZTUFNʣ ͬͪ͜ͷදݱͷํ͕ਖ਼ͦ͠͏

τϥετϨε ύϒϦοΫܕ ϓϥΠϕʔτܕ  ؅ཧऀ ࢀՃ औҾঝೝ ྫ ಛఆ ͳ͠ ڐՄ੍
೚ҙ ۜߦؒऔҾ ࣗ༝ ඞཁ ϏοτίΠϯ ʢίϯιʔγΞϜܕʣ ৴༻ τϥεςου ʢ53645&%ʣ τϥετϨε ʢ5SVTUMFTTʣ ࢀՃऀؒͷ৴པΛཁ͠ͳ͍ ࢀՃऀؒͷ৴པΛཁ͢Δ

τϥετϨε͸ύϒϦοΫνΣʔϯ͚ͩ ಛఆͷ؅ཧऀ ͍Δ ωοτϫʔΫͷ ܾ·Γ͝ͱ ̍ػؔͰ ܾΊ͍ͯΔ ׆༻ࣄྫ ۚ༥ػؔͳͲ ಛఆͷ؅ཧऀ
͍Δʢෳ਺ʣ ωοτϫʔΫͷ ܾ·Γ͝ͱ ஂମͰ ܾΊ͍ͯΔ ׆༻ࣄྫ ஂମ΍࿈ܞاۀ ಛఆͷ؅ཧऀ ͍ͳ͍ ωοτϫʔΫͷ ܾ·Γ͝ͱ ෆಛఆଟ਺Ͱ ܾΊΕΔΑ͏ʹ ݫ֨ʹܾΊ͍ͯΔ ׆༻ࣄྫ Ծ૝௨՟ ύϒϦοΫνΣʔϯ ϓϥΠϕʔτνΣʔϯ ίϯιʔγΞϜνΣʔϯ

ʢิ଍ʣϒϩοΫνΣʔϯߨ࠲ʢQZUIPOʣ https://aidemy.net/courses

ʢิ଍ʣϒϩοΫνΣʔϯجૅʢνϟϓλʔʣ

ʢิ଍ʣϒϩοΫνΣʔϯൃలʢνϟϓλʔʣ

ʢิ଍ʣΧϦϑΥϧχΞେֶόʔΫϨʔߍͷແྉߨ࠲ https://www.edx.org/course/cryptocurrencies-bitcoin-and-the-crypto-space

ʢิ଍ʣCJUDPJODPSFΛ࣮ࡍʹ৮Δʢʣ

ग़ॴɿOriginal Bitcoin client/API calls listʢhttps://en.bitcoin.it/wiki/Original_Bitcoin_client/API_calls_listʣ ग़ॴɿBitcoin: bitcoind APIͷ·ͱΊʢhttp://qiita.com/hshimo/items/9e14396c5277b6dab85fʣ ʢิ଍ʣCJUDPJODPSFΛ࣮ࡍʹ৮Δʢʣ

ʢิ଍ʣॻ੶ʮσδλϧɾΰʔϧυᴷᴷϏοτίΠϯɺͦͷ஌ΒΕ͟Δ෺ޠʯ ॻ੶ɿσδλϧɾΰʔϧυʢ೔ຊܦࡁ৽ฉग़൛ࣾʣ ٕज़ॻͰ͸ͳ͍͕ɺ̣̮λΠϜζࢽهऀʢφα χΤϧɾϙούʔʣʹΑͬͯɺϒϩοΫνΣʔϯ ΛੜΈग़ͨ͠Ṗͷ೔ຊਓɺ੓෎΍΢Υʔϧ֗ʹ ઓ͍Λ௅΋͏ͱͨ͠ཧ૝ओٛऀɺʮσδλϧɾ ΰʔϧυʯͷϙςϯγϟϧʹ໨Λ෇͚ͨγϦί ϯόϨʔͷىۀՈɾ౤ࢿՈͨͪͳͲͷϏοτί Πϯ༳ឈظͷڰ૽ʹ͍ͭͯ෺ޠ෩ʹॻ͖ԼΖ͞ Ε͍ͯΔຊɻ

ϒϩοΫνΣʔϯٕज़ͷൃల

#MPDLDIBJOͷൃల

%"QQT ඇதԝूݖɾ෼ࢄܕΞϓϦέʔγϣϯʢ%FDFOUSBMJ[FE"QQMJDBUJPOTʣ ग़ॴɿhttp://dapps.ethercasts.com &UIFS$BTUT&UIFSFVN্Ͱ։ൃɾఏএ͞Ε͍ͯΔ%"QQTϦετ

%"QQT $FOUSBMJ[FE"QQMJDBUJPOT %FDFOUSBMJ[FE"QQMJDBUJPOT &NBJM 8FC 8FC"QQ 4/4 &UIFSJVN #JUDPJO
*UFSOFU1SPUPDPM 5$1*1 *UFSOFU1SPUPDPM 5$1*1 #MPDLDIBJO )BSEXBSF )BSEXBSF ύϥμΠϜ  γϑτ தԝ؅ཧऀ͕ඞཁ ஥հऀΛհͨ͠औҾ ؅ཧऀ͕ϓϥοτϑΥʔϜͷ݈શੑΛอূ ؅ཧऀͷऩӹ͸ίϯςϯπʹجͮ͘ தԝ؅ཧऀ͕ෆཁ 1̎1औҾ ࢀՃऀ͕ωοτϫʔΫͷ݈શੑΛҡ࣋ ҡ࣋ͷରՁͱͯ͠ࢀՃऀ͕τʔΫϯΛಘΔ

%"QQT VKP.VTJD ग़ॴɿhttps://dapps.ethercasts.com/dapp/ujo-music

%"QQT VKP.VTJD ग़ॴɿגࣜձࣾGaiaxɿϒϩοΫνΣʔϯϒϦʔϑΟϯά

&UIFSFVN-BZFS ग़ॴɿhttps://magazine.ginco.io/post/kisochishiki_blockchain_ecosystem/

%&9ʢ෼ࢄܕԾ૝௨՟औҾॴʣ ಛఆͷ؅ཧऀʹґଘ͠ͳ͍ɺඇதԝूݖతͳ ෼ࢄܕऔҾॴ %&9%FDFOUSBMJ[FE&YDIBOHF ୅දతͳ෼ࢄܕऔҾॴαʔϏεͷ1ͭɺEtherDelta ΠʔασϧλʢEtherDeltaʣͱ͸ɺΠʔαϦΞϜͷϒ ϩοΫνΣʔϯ্ͰϢʔβʔ͕௚઀औҾΛߦ͏͜ͱ ͷͰ͖ΔɺΠʔαϦΞϜϕʔεͷ෼ࢄܕऔҾॴ(DEX) Ͱ͢ɻ Πʔασϧλ͸ɺࠓϝδϟʔͳBittrex΍Coincheckͳ
ͲͷதԝओݖܕͷऔҾॴͱ͸ҟͳΓɺϒϩοΫνΣʔ ϯٕज़ʹΑΓՄೳͱͳͬͨӡӦऀ͕ଘࡏ͠ͳ͍औҾ ॴͰ͢ɻ·ͨͦ͜ͰѻΘΕ͍ͯΔ௨՟͸ΠʔαϦΞ ϜͱΠʔαϦΞϜτʔΫϯ͚ͩͰɺϏοτίΠϯͳ Ͳ͸ѻΘΕ͍ͯ·ͤΜɻ

෼ࢄܕԾ૝௨՟औҾॴYͷΤίγεςϜϚοϓ Y͸ҟͳΔτʔΫϯಉ࢜Λ औҾ͢Δ෼ࢄܕऔҾॴ %&9 ͷ ϓϩτίϧ ग़యɿThe 0x Ecosystem -
July 2018 https://medium.com/@BrentOshiro/the-0x-ecosystem-v1-infographic-1846db17a630

3$POTPSUJVN )ZQFSMFEHFS1SPKFDU #JUDPJO$PSF &UIFSFVN'PVOEBUJPO ύʔϛϯγϣϯυܕϒϩοΫνΣʔϯ ύϒϦοΫܕϒϩοΫνΣʔϯ ۚ༥ܥاۀ ITاۀ $PSEB 'BCSJD
+VOP 4XBUPPUI-BLF 5IF#JUDPJO &UIFSFVN &SJT )ZESB$IBJO ※Linux Foundation಺ ੈքओཁۜߦʢߦҎ্ʣ ถ3$&7 ถ+1ϞϧΨϯ ถ%") ถ*#. ถΠϯςϧ Ճ#MPDLTUSFBN ถϚΠΫϩιϑτ ʢࠃ಺ʣ NJKJO PSC υΠπূ݊औҾॴ ถ$.&ʢূ݊औҾॴʣ ถ%5$$ʢਗ਼ࢉػؔʣ ถΞΫηϯνϡΞ ෋࢜௨ ೔ཱ੡࡞ॴ .6'( .*;*)0 τϤλϑΝΠφϯε ։ൃ ։ൃ ։ൃ ೿ੜ ར༻ Open Assets ProtocolͳͲͷࢿ࢈ӡ༻ϓϩτίϧ Ϋϥ΢υ։ൃ؀ڥΛఏڙ ओཁ։ൃऀ͕ࡏ੶ ҰൠձһͰࢀը ॻ੶ɿ'JO5FDIֵ໋ʢ೔ܦ#1ʣΛࢀߟʹ࡞੒ ։ൃ ʢͦͷଞʣถ/"4%"2ɹˠɹ-JOR 48*'5 ,FZDIBJO *SPIB ΤΞόε ιϥϛπʢ೔ຊʣ ։ൃ .JZBCJ ϒϩοΫνΣʔϯͷओཁϓϩδΣΫτ

αΠυνΣʔϯ αΠυνΣʔϯͰվળͰ͖Δ͜ͱ ɾܦ೥ʹΑΔख਺ྉͷ૿Ճ ɾॲཧ·Ͱʹ෼ͷλΠϜϥά ɾ൚༻ੑ͕௿͍ ϏοτίΠϯͳͲͷϒϩοΫνΣʔϯʹผͷϒϩοΫνΣʔϯΛඥ෇͚ͯͦͷԸܙʢ৴པੑʣʹ ༬͔Γͳ͕Β׆༻͢Δ ग़ॴɿ60෼ͰΘ͔Δ! ϒϩοΫνΣʔϯ࠷લઢ https://www.amazon.co.jp/dp/4774197610

ʢิ଍ʣ5XP8BZ1FH4JEFDIBJO

ʢิ଍ʣϥΠτχϯάωοτϫʔΫʢ-/ʣ ʻϝϦοτʼ ɾख਺ྉͷݮগ ɾૹۚεϐʔυͷ޲্ ɾগֹʢ0.00000001BTCʣ͔Βͷૹ͕ۚ༰қʹ ग़ॴɿIUUQXXXUPUUFNPZBTBTIJJCJUDPJOOFUFOUSZMJHIUOJOHOFUXPSLϥΠτχϯάωοτϫʔΫͱ͸ ϏοτίΠϯͷϒϩοΫ͚ͩͰ͸ͳ͘ɺϒϩοΫҎ֎Ͱ΋औҾΛՄೳʹ͢Δٕज़

ʢิ଍ʣϥΠτχϯάωοτϫʔΫʢ-/ʣ ग़ॴɿhttps://kusacurrency.com/technology/lightning-network/

ʢิ଍ʣͳΜͩ͜ΕʁʮԶͷ໊͸ϒϩοΫνΣʔϯʯ https://www.youtube.com/watch?v=qsv_MDXX_k4 Վࢺ͕Α͘Ͱ͖ͯΔw

ϒϩοΫνΣʔϯ ɹɹΞϓϦέʔγϣϯͷ֓؍

9UFDI ग़ॴɿhttps://medium.com/@skyﬁsh1003/x-tech-ΫϩεςοΫ-αʔϏεͷछྨ-809b786ecb65

'JOUFDI-BOETDBQF ग़ॴɿhttps://www.bankingtech.com/2017/10/map-ﬁntech-landscape/

'JOUFDIΧΦεϚοϓʢ೔ຊ൛ʣ ग़ॴɿϏδωεʴITɿFinTechʢϑΟϯςοΫʣΛجૅ͔Βղઆɺԡ͓͑ͯ͘͞΂͖11෼໺ͱ͸

ϒϩοΫνΣʔϯΞϓϦέʔγϣϯͷ֓؍ ϏοτίΠϯ ͦͷଞͷԾ૝௨՟ ʢΞϧτίΠϯʣ ܾࡁɾૹۚɾূ݊ εϚʔτίϯτϥΫτ Ծ૝௨՟ΛؚΊͨԠ༻ ʢྫɿήʔϜʣ ॴ༗ݖ؅ཧʢσδλϧίϯς ϯπɾๅੴɾෆಈ࢈ɾϙΠϯ
τɾͦͷଞࢿ࢈ʣ ଘࡏূ໌ɾਅਖ਼ੑͷূ໌ εϚʔτίϯτϥΫτ ͦͷଞɾγεςϜܥͷԠ༻ ʢྫɿσʔλϕʔεɾετϨʔδʣ ௨ ՟ ܥ Ξ ϓ Ϧ Ξ ϓ Ϧ ଘ ࡏ ূ ໌ ܥ ί ϯ τ ϥ Ϋ τ ε Ϛ ʛ τ ۚ༥ܥΞϓϦ ඇۚ༥ܥΞϓϦ ϏοτίΠϯΛ࣮ݱ͢ΔͨΊͷ ϒϩοΫνΣʔϯ ͦͷଞͷԾ૝௨՟ͷͨΊͷ ϒϩοΫνΣʔϯ Ձ஋৘ใҎ֎ΛؚΉࡒɾ αʔϏεͷऔҾͷه࿥ ଘࡏূ໌ɾݖརূ໌ ॲཧͷࣗಈԽɾܖ໿ͷࣗಈࣥߦ

#MPDLDIBJO4UBSUVQT.BSLFU.BQ ग़ॴɿhttps://www.cbinsights.com/research/bitcoin-blockchain-startup-market-map/

#MPDLDIBJO1SPKFDU&DPTZTUFN ग़ॴɿhttps://medium.com/@josh_nussbaum/blockchain-project-ecosystem-8940ababaf27

$POTVNFS#MPDLDIBJO1MBUGPSNT ग़ॴɿhttps://hackernoon.com/the-state-of-consumer-blockchain-from-cryptokitties-to-blockstack-our-market-map-875cac6c172d

Ϣʔεέʔεʢ)ZQFSMFEHFS'BCMJDʣ ग़ॴɿhttps://www.slideshare.net/kradavid1/blockchain-65852172 ෼ࢄܕࣗ཯૊৫

ϒϩοΫνΣʔϯϏδωεͷ ࣄྫ঺հʢۚ༥ʣ

ۚ༥ΞϓϦέʔγϣϯͷओͳԠ༻෼໺ • Ծ૝௨՟ • Ծ૝௨՟ʢ๏ఆ௨՟࿈ಈʣ • ܾࡁ • ๵қۚ༥ •ૹۚ
•ϚΠΫϩϖΠϝϯτ •ূ݊ •౤ࢿ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

ϒϩοΫνΣʔϯͷۚ༥֤෼໺΁ͷӨڹ ◾௨՟ ɹɹ⬜ϏοτίΠϯݐͯऔҾ ɹɹ⬜ϏοτίΠϯήʔτ΢ΣΠαʔϏε ◾ૹۚखஈ ɹɹ⬜ࠃࡍૹۚ ɹɹ⬜ࠃ಺ૹۚ ◾ܾࡁखஈ ɹɹ⬜CMS ɹɹ⬜ΫϨδοτΧʔυܾࡁ෼໺
ɹɹ⬜ۜߦޱ࠲Λ࣋ͯͳ͍૚ͷܾࡁΠϯϑϥ ɹɹ⬜ۜߦޱ࠲อ༗ෆཁͷEC ωοτʔΫγϣϯ ◾ࢿۚௐୡ ɹɹ⬜৽͍͠ܗͷࢿۚௐୡ ICO •ӡ༻ ɹʔ ౤ࢿର৅ࢿ࢈ͷ֦ॆ ɹʔ ϏοτίΠϯ౤ࢿ৴ୗ ɹʔ σϦόςΟϒऔҾ ɹʔ ϑΝϯυϚωδϝϯτۀ຿ DAO •ۚ༥αʔϏε෼໺ͷޮ཰Խ •ۜߦ΁ͷӨڹ ɹʔ ۜߦ͸ͲͷΑ͏ʹػೳ෼Խʁ ɹʔ ސ٬ΠϯλʔϑΣʔεʹӨڹʁ •தԝۜߦͱۚ༥੓ࡦ ɹʔ ۚ༥੓ࡦͷ࣮ޮੑʹӨڹ ɹʔ RSίΠϯʢதԝۜߦൃߦͷ҉߸௨՟ʣ •อݥۀ΁ͷӨڹ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

೔ຊͷۚ༥෼໺ͷಈ͖ ೥ޙ൒͔Β ٸ଎ʹۚ༥ػؔͷؔ৺͕ߴ·Δ ໺ଜᨽ݊ɺ໺ଜ૯ݚ͕ϒϩοΫνΣʔϯͷ࣮ূ࣮ݧΛ։࢝ 2015.10 2016.1 2016.2 2016.3 2016.5 2016.6
2017.5 2016.7 2016.8 2016.9 2016.10 2016.11 2017.1 2015.12 ॅ༑SBIωοτۜߦͱ໺ଜ૯ݚ͕mijinΛ࣮ূ࣮ݧɺࡾҪॅ༑ۜߦ͕ࠃཱ৘ใֶݚڀॴͰڞಉݚڀ ιϑτόϯΫ͕ࠃࡍืۚϓϥοτϑΥʔϜͷϓϩτλΠϓΛ։ൃ༧ఆ Έͣ΄ۜߦͱ೔ຊϚΠΫϩιϑτͳͲͰ࣮ূ࣮ݧɺ੩ԬۜߦɺΦϦοΫεNTTσʔλɺORBͰPOC Έͣ΄ɺ෋࢜௨ূ݊औҾܾࡁޮ཰ԽPoCɺ෱ԬϑΟφϯγϟϧάϧʔϓPOC ࢿܾۚࡁ๏ɺۜߦ౳ͷվఆҊՄܾ Έͣ΄ɺIBMܾࡁۀ຿ྖҬͰݕূ࡞ۀ Έͣ΄ɺSBIͰR3ͷPoCɺMUFG͕ίΠϯϕʔεʹग़ࢿ MUFGɾ೔ཱిࢠখ੾ख࣮ূ࣮ݧ MUFGɾIBMܖ໿࣮ূ࣮ݧ SBI+42ߦҝସҰݩԽݕ౼ ࢁӄ߹ಉۜߦ஍Ҭ௨՟ ౦ژւ্อݥۚۀ຿ MUFGίΠϯ࣮ݧ։࢝ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

ϒϩοΫνΣʔϯϏδωεͷ ࣄྫ঺հʢඇۚ༥ʣ

ඇۚ༥ΞϓϦέʔγϣϯͷओͳԠ༻෼໺ • ূ໌ • ॴ༗ݖ؅ཧ  ʢσδλϧίϯςϯπʣ • ॴ༗ݖ؅ཧ  ʢݱ෺ͱͷඥ෇͚ʣ •
αϓϥΠνΣʔϯ  • ϙΠϯτ • IoT • ΤωϧΪʔ  • γΣΞϦϯά  • γεςϜ  ʢσʔλϕʔεɾετϨʔδʣ   ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

ϒϩοΫνΣʔϯͷ঎ػʢࣾձ՝୊ղܾʣ ϒϩοΫνΣʔϯͷࡾେػೳ ࣾձͷχʔζ վ᜵ͷ ೉͠͞ ɾݕূɾূ໌ྗ ɾِ଄଱ੑ ɾෳࡶͳূ໌खଓ͖ ɾِͷ౤ථ ɾ࢈஍ɾ඼ِ࣭૷
ೋॏࢧ෷͍ ๷ࢭ ɾσδλϧࢿ࢈ͷॴ༗ݖ ɾॴ༗ݖɾར༻ऀͷ  ɹɹɹసʑྲྀ௨ʹར༻ ɾσδλϧࢿ࢈ͷඇྲྀಈੑ ɾҧ๏ίϐʔ ɾγΣΞϦϯάͷ΍Γʹ͘͞ εϚʔτ ίϯτϥΫτ ɾ଱ো֐ੑ ɾࣗ཯෼ࢄ ɾ෼ࢄܕ૊৫ ɾޏ༻ภࡏ ɾަ௨ौ଺ ɾఀిɾΤωϧΪʔίετߴ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

ϒϩοΫνΣʔϯͷࢢ৔ن໛ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

ϒϩοΫνΣʔϯͷಛ௃Λ౿·͑ͨϢʔεέʔε ஍Ҭ௨՟ ϙΠϯτ ిࢠΫʔϙϯ αϓϥΠνΣʔϯ ๵қऔҾ وۚଐɾๅੴ؅ཧ ඒज़඼ਅآೝূ ౔஍ొه ಛڐ
จষ؅ཧ ಧग़ ౤ථ $$ ిࢠਤॻؗ εϚʔτϩοΫ γΣΞϦϯάΤίϊϛʔ σδλϧίϯςϯπ νέοτ ΤεΫϩʔ Ҩݴ εϚʔτίϯτϥΫτ ձࣾਗ਼ࢉ ΤωϧΪʔ؅ཧ *P5 ஹԁ ஹԁ ஹԁ ஹԁ ஹԁ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

׆༻಺༰ͱࢢ৔ن໛ Ϣʔεέʔε ؅ཧ͞ΕΔ৘ใ ࢢ৔ن໛ ஍Ҭ௨՟ɺ ϙΠϯτɺ ిࢠΫʔϙϯ ෇༩ɺৡ౉ɺར༻ͷཤྺ؅ཧ ෇༩৚݅؅ཧՄೳ
༗ޮظݶ΍Ձ஋ݮਰ଎౓؅ཧ ஹԁ ౔஍ొهɺಛڐɺจষ؅ཧɺ ಧग़ɺ౤ථ ݖར؅ཧͷొ࿥ɾূ໌ɾ؅ཧ ؅ཧҠస΋ه࿥ɾ؅ཧ ஹԁ αϓϥΠνΣʔϯɺ ๵қऔҾɺ وۚଐɾๅੴ؅ཧɺ ඒज़඼ਅآೝূ ੡඼ͷ੡଄ɾྲྀ௨ɾൢചΛ௥੻ɾ؅ཧ औҾه࿥ʢडൃ஫ɺೲ඼༧૝౸ண೔࣌ʣ Ճ޻ཤྺɺݸ඼୯Ґͷࣝผ৘ใ ७ਖ਼඼τϨʔαʔϏϦςΟ ஹԁ γΣΞϦϯάΤίϊϛʔɺ $$ɺిࢠਤॻؗɺεϚʔτ ϩοΫɺσδλϧίϯςϯπɺ νέοτ ࢿ࢈ͷར༻ݖอ༗ऀ৘ใ ར༻ݖҠస৘ใ ۚમतड৘ใ؅ཧ ஹԁ εϚʔτίϯτϥΫτɺҨݴɺ ΤεΫϩʔɺձࣾਗ਼ࢉɺ ΤωϧΪʔ؅ཧɺ*P5 ܖ໿৚݅ɾཤߦ಺༰ɺ֤छखଓ͖ɺۀ຿ϓϩη εΛه࿥ ஹԁ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

৽نϏδωεͷߟ͑ํʢه࿥ɾূ໌खஈʣ ΞΠσϯςΟςΟ ϒϩοΫνΣʔϯΛج൫ͱ͢Δূ໌ػؔʹΑΓ਎ݩ৘ใΛݕূ͢Δɻ ଘࡏ Ի੠΍ө૾Λه࿥ͨ͠Γɺը૾ͷࡱӨ΍ϑΝΠϧͷड৴ʹΑͬͯଘࡏূ໌Λ ڞ༗͢Δɻ ΦϥΫϧ ༗ӹͳ৘ใΛৗʹߋ৽͢ΔΦϥΫϧͱͯ͠ެతͳ૊৫ͱͳΔɻ εϚʔτίϯτϥΫτ ϒϥ΢β͔Β௚઀εϚʔτίϯτϥΫτͷσΟϨΫτϦΛӾཡͰ͖Δɻ
ΞϑΟμϏοτʢએ੤ʣ ๅ͘͡΍ҩༀ඼ɺೖړڐՄূͳͲɺԿ͔Λߪೖͨ͜͠ͱΛཱূ͢Δɻ ϩέʔγϣϯ ಛఆͷ৔ॴʹ͍ͨ͜ͱΛূ໌͢Δɻ Φʔφʔγοϓ ॴ༗ݖͷ֬ೝΛ͢Δɻ ϦʔυʢݟࠐΈ٬ʣ ࠮ٗߦҝͳ͠ʹݟࠐΈ٬Λ࣮֬ʹ֫ಘͰ͖ΔΑ͏ʹ͢Δɻ ॻ੶ʮϏδωεϒϩοΫνΣʔϯʯΛࢀߟ

εϚʔτίϯτϥΫτͷϝϦοτ ܖ໿Ͱ͓͜Δ໰୊ εϚʔτίϯτϥΫτ ஥հʹΑΔϦεΫ ࠮ٗʢࢿ࢈࣋ͪಀ͛ʣ ஥հख਺ྉ ܖ໿ҧ൓ ਓखʹΑΔखଓ͖ෆྑ ܖ໿಺༰͕վ͟ΜͰ͖ͳ͍ ܖ໿ͷࣗಈࣥߦʢΤεΫϩʔʣ
஥հऀෆཁ ܖ໿ʹ͕͔͔࣌ؒΔ ܖ໿಺༰ʹؔ͢Δτϥϒϧ ܖ໿ख਺ྉͷ࡟ݮ

Ϣʔεέʔεʢඇۚ༥ʣ ग़ॴɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

Өڹ͢Δ۩ମతͳ෼໺ ◾ܦࡁݍɾ௨՟ͷߟ͑ํ ◾ചങ׆ಈޮ཰Խ ◾ੜ࢈ɾྲྀಈମ੍ͷޮ཰Խ ◾اۀάϧʔϓ಺ޮ཰Խ ◾ফඅऀͱੜ࢈ऀͷؔ܎ ɹɹɾ஥հऀͷ໾ׂݮɹϓϩγϡʔϚʔ͕૿͑Δ ◾࢓ࣄͷ΍Γํ ◾৽ͨͳ૊৫ܗ੒ͷՄೳੑ ◾༷ʑͳ࢈ۀ΁ͷӨڹ
◾ެڞ΁ͷӨڹ ʻཹҙ఺ʼ ເΛޠΔͷ͸؆୯͕ͩɺطଘٕज़Ͱ΋Մೳͳ෼໺΋ଟ͍ ໌֬ͳൺֱ͕ඞཁ ୹ظɺதظɺ௕ظͷλΠϜεύϯͰ෼͚ͯߟ͑Δඞཁ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

௨՟ͱԾ૝௨՟ʹ͍ͭͯ Ծ૝௨՟ ʢϏοτίΠϯʣ ๏ఆ௨՟ ʢ՟ฎɾࢴฎʣ ిࢠϚωʔ ʢ1"4.0ʣ ϙΠϯτ ʢ5ϙΠϯτΧʔυʣ ৡ౉
ւ֎΋Մೳ ࠃ಺ͷΈ ෆՄೳ ෆՄೳ ૹۚ Մೳ ख਺ྉ͸গֹ Մೳ ख਺ྉ͸ߴ͍ ෆՄೳ ෆՄೳ ϦεΫ ϋοΧʔʹΑΔ߈ܸɺ όά ࠃͷ৘੎ اۀͷഁ୼ اۀͷഁ୼ ൃߦݩ ϚΠχϯά ೔ຊۜߦ اۀ اۀ ্ݶ ͋Γʢສ#5$ʣ ͳ͠ ൃߦిࢠϚωʔͷ ͷอূۚ ෆ໌ʁ

ʢิ଍ʣ4PDJFUZ ग़ॴɿະདྷ౤ࢿઓུ4PDJFUZͷ࣮ݱʹ޲͚ͨվֵ೥݄಺ֳ׭๪೔ຊܦࡁ࠶ੜ૯߹ࣄ຿ہ

ʢิ଍ʣୈ̐࣍࢈ۀֵ໋ʢࣄྫɺকདྷԾઆʣ ग़ॴɿܦࡁ࢈ۀলʮ*P5ɺ"*ɺϏοάσʔλʹؔ͢Δܦࡁ࢈ۀলͷऔ૊ʹ͍ͭͯʯ

ʢิ଍ʣੈքܦࡁϑΥʔϥϜσΟʔϓγϑτ ॻ੶ɿୈ࢛࣍࢈ۀֵ໋μϘεձ͕ٞ༧ଌ͢Δະདྷ  ɹɹɹʢ೔ຊܦࡁ৽ฉग़൛ࣾʣ ʮσΟʔϓγϑτʗςΫϊϩδʔͷςΟοϐϯ άɾϙΠϯτʢٕज़͕ࣾձͷ࢓૊ΈΛม͑Δॠ ؒʣͱࣾձ΁ͷӨڹʯͷࣄҊʢछʣ΋هࡌ σΟʔϓγϑτɿσδλϧٕज़͕ࣾձΛͲ͏มԽͤ͞Δ͔ ʹ͍ͭͯ༧ଌͨ͠΋ͷ  ମ಺ຒΊࠐΈٕज़ɺσδλϧϓϨθϯεɺࢹ͕֮৽ͨͳΠ ϯλʔϑΣΠεʹͳΔ΢ΣΞϥϒϧɾΠϯλʔωοτɺϢ
ϏΩλείϯϐϡʔλʔɺϙέοτʹೖΔεʔύʔίϯ ϐϡʔλʔɺίϞσΟςΟԽ͢ΔετϨʔδɺΠϯλʔωο τɾΦϒɾγϯάεͱΠϯλʔωοτɾϑΥʔɾγϯάεɺ Πϯλʔωοτʹ઀ଓ͞Εͨॅ୐ɺεϚʔτγςΟɺҙࢥ ܾఆ΁ͷϏοάσʔλར༻ɺࣗಈӡసंɺ̖̞ͱҙࢥܾఆɺ ̖̞ͱϗϫΠτΧϥʔͷ࢓ࣄɺϩϘοτٕज़ͱαʔϏεɺ ϏοτίΠϯͱϒϩοΫνΣʔϯɺγΣΞϦϯάܦࡁɺ੓ ෎ͱϒϩοΫνΣʔϯɺ̙̏ϓϦϯλͱ੡଄ۀɺ̙̏ϓϦ ϯλͱਓؒͷ݈߁ɺ̙̏ϓϦϯλͱফඅࡒɺσβΠφʔϕ ϏʔɺχϡʔϩςΫϊϩδʔɹʢ̎̏छྨʣ

ʢิ଍ʣσʔλϕʔεͱͷ࢖͍෼͚ɿ$"1ఆཧ ‣ $"1ఆཧ͸ϒϦϡϫʔͷఆཧͱ΋ݺ͹Εɺ෼ࢄί ϯϐϡʔλγεςϜͷϚγϯؒͷ৘ใෳ੡ʹؔ͢Δ ఆཧɻ΢ΣϒαʔϏεΛ૝ఆͯ͠࡞ΒΕͨఆཧɻϊʔ υؒͷσʔλෳ੡ʹ͓͍ͯɺಉ࣌ʹ࣍ͷͭͷอূ Λఏڙ͢Δ͜ͱ͸Ͱ͖ͳ͍ɻʢ8JLJQFEJBΑΓʣ ‣ ϏοτίΠϯ͸ϒϩοΫνΣʔϯ͚ͩͰ࣮૷͞Εͯ ͍ΔͷͰɺ"1ܕͰ࣮༻͞ΕΔ͕ɺ͜Ε͸ऑ͍Ұ؏
ੑͱͳΓ஗Ԇಉظʢ͍ͣΕߋ৽͞ΕΔʣ͕ຽऺʹΑͬ ͯڐ༰͞Ε͍ͯΔ͜ͱͰ੒Γཱ͍ͬͯΔɻ ‣ ͜Ε͚ͩͰαʔϏεΛ࣮ݱͤ͞Δ͜ͱ͕೉͍͠৔߹ɺ ଞͷ࢓ֻ͚ʢྫɿ$"ܕͷ3%#.4౳ʣͱ૊Έ߹Θ ͤͨΓɺ࢖͍෼͚Δ͜ͱ͕ඞཁͱͳΔ ग़ॴɿϒϩοΫνΣʔϯ࿈ଓߨٛୈճ෼ࢄγεςϜͷϦςϥγʔ

*$0ͱ͸ *OJUJBM$PJO0⒎FSJOHͷུশɻ  ʢ৽نԾ૝௨՟ެ։ͱ༁͞Ε͍ͯΔɻʣ اۀ΍ݸਓ͕ಠࣗͷԾ૝௨՟΍ϒϩοΫνΣʔϯ্ʹτʔΫϯΛ ൃߦ͠ɺ౤ࢿՈʹൢച͢Δࢿۚௐୡ๏ͷ͜ͱɻ ICOऴྃޙɺ౤ࢿՈ͔ΒಘͨԾ૝௨՟ͱऔҾॴͰݱۚʹަ׵͢Δ͜ͱͰࣄۀࢿۚΛ֫ಘɻ

*$0ͷ໨త ◾ࢿۚௐୡ ɹ- ϓϩδΣΫτ։ൃࢿۚͷௐୡ ◾ϚʔέςΟϯά ɹ- ίΠϯΛ഑෍ͯ͠ར༻ऀΛ֫ಘ ◾એ఻޿ࠂ ɹ- ϓϨεϦϦʔε΍τʔΫϯߪೖऀͷืू

*$0ͱ*10 ICOΛߦ͏اۀ ౤ࢿՈ IPOΛߦ͏اۀ ౤ࢿՈ Ծ૝௨՟ औҾॴ ূ݊ձࣾ ূ݊औҾॴ τʔΫϯ
τʔΫϯ ج࣠௨՟ ౤ࢿɿج࣠௨՟ ݱۚor ଞͷԾ૝௨՟ ࣄۀࢿۚͷ ֫ಘ ্৔ਃ੥ ౤ࢿɿݱۚ גࣜചങใࠂ גࣜചങ ҕୗೖۚ גࣜചങඒ ͷ஥հ୅ۚਗ਼ࢉ גࣜ ചങ ஫จ גࣜɾ ࣾ࠴ൃߦ גࣜ Ҿड ചग़ גࣜൃߦ ഑౰ۚ ্৔৹ࠪɾ ঝೝ ग़ॴɿ݄ץ ICO MAGAZINE Volume1

*$0ͱΫϥ΢υϑΝϯσΟϯάʢ$'ʣ ICOΛߦ͏اۀ ౤ࢿՈ Ծ૝௨՟ औҾॴ τʔΫϯ τʔΫϯ ج࣠௨՟ ౤ࢿɿج࣠௨՟ ݱۚor
ଞͷԾ૝௨՟ ࣄۀࢿۚͷ ֫ಘ CFΛߦ͏اۀ ౤ࢿՈ ʢग़ࢿऀʣ ஥հαΠτ ੡඼ɾ αʔϏε ग़ࢿۚ ख਺ྉ ࢧԉ ืू৘ใ ࢿۚ ग़ॴɿ݄ץ ICO MAGAZINE Volume1

*$0ͷϓϩηε ग़ॴɿhttps://www.fsa.go.jp/news/30/singi/20180410-4.pdf

ʢࢀߟʣ*$0ࣄྫ

*$0ͷධՁ ◾WebαΠτ ◾ϗϫΠτϖʔύʔ ◾ϓϩδΣΫτ಺༰ ◾νʔϜϝϯόʔ ◾τʔΫϯͷ༻్ ◾ϩʔυϚοϓ ◾ιʔγϟϧϝσΟΞ ◾ϛʔτΞοϓ

*$0ͷϝϦοτɾσϝϦοτ ϝϦοτ σϝϦοτ ɾੈքதͷҊ݅ʹ౤ࢿ͢Δ͜ͱ͕Ͱ͖Δ ɹɾҊ݅ʹࢀՃ͠΍͍͢ʢখޱ౤ࢿՄೳʣ ɹɾϧʔϧ͕੔උ͞Ε͓ͯΒͣࣗ༝౓͕ߴ͍ ɹɾ๲େͳϦλʔϯΛಘΔՄೳੑ͕͋Δ ɹɾӡӦऀͱͷڑ཭͕͍ۙ ɾ࠮ٗ΍ෆਖ਼ʹὃ͞ΕΔةݥੑ͕͋Δ ɹɾ্৔ޙʹՁׂ֨ΕͰؚΈଛ͢ΔՄೳੑ͋Γ
ɹɾ๏཯తʹࠇ͔ന͔ͷ൑அ͕೉͍͠ ɹɾ৘ใऩरͷϦιʔε͕ൺֱతগͳ͍ ɹɾҰఆͷӳޠྗ͕ඞཁͱ͞ΕΔ

*$0ௐୡֹۚϥϯΩϯά ग़ॴɿhttps://www.fsa.go.jp/news/30/singi/20180410-4.pdf

%"*$0 DAICO ICO DAO ҉߸௨՟ͷൃߦʹΑΔࢿۚௐୡ ɾҰͭͷϓϩδΣΫτͰ੒ཱ ɾ51%߈ܸϦεΫͷܰݮ ʢඇதԝूݖࣗ཯ܕ૊৫ʣ ɾΫϥ΢υʹΑΔ৘ใڞ༗ ɾҰͭͷ੎ྗʹґଘ͠ͳ͍
ɾࢿۚௐୡ࣌ظΛ෼ࢄͰ͖Δ ϩʔυϚοϓ௨ΓʹϓϩδΣΫτ͕ਐ·ͳ͍৔߹ɺ౤ࢿՈ͕ϓϩδΣΫτΛด࠯ͯ͠ɺࢿۚΛճऩͰ͖ΔɻʢTAPʣ ग़ॴɿhttps://jp.cointelegraph.com/explained/what-is-a-daico-explained

τʔΫϯΤίϊϛʔ

ʮτʔΫϯΤίϊϛʔʯΛಘ৺͢Δʹ͸ ग़ॴɿhttps://www.neweconomy.jp/series/zerokara %..εϚʔτίϯτϥΫτࣄۀ෦௕ͷ ɹ઒ຊӫհࢯʹΑͬͯݬౙࣾͰ࿈ࡌ͍ͯ͠Δ ʮθϩ͔Β෼͔ΔτʔΫϯΤίϊϛʔʢϒϩο ΫνΣʔϯ͸ࣾձΛͲ͏ม͑Δͷ͔ʁʣʯ ͕Φεεϝʂ

τʔΫϯΤίϊϛʔͱ͸ τʔΫϯΤίϊϛʔͷՁ஋Λࠨӈ͢ΔΠϯηϯςΟϒσβΠϯͱϞνϕʔγϣϯίϯτϩʔϧ https://www.neweconomy.jp/series/zerokara/22163

ό΢ϯςΟϦετͷઃܭ ό΢ϯςΟϦετͱ͸ɺεςʔΫϗϧμʔʹΑΔ  ใुͷऔҾର৅ͱͳΔΞΫγϣϯͷҰཡ ʢ˞ʣΦϦδφϧͷख๏ͱࢥΘΕΔ͕  ɹɹɹඇৗʹࢀߟʹͳΔσβΠϯํ๏ τʔΫϯΤίϊϛʔͷՁ஋Λࠨӈ͢ΔΠϯηϯςΟϒσβΠϯͱϞνϕʔγϣϯίϯτϩʔϧ https://www.neweconomy.jp/series/zerokara/22163

ΠϯηϯςΟϒσβΠϯˍϞνϕʔγϣϯίϯτϩʔϧ τʔΫϯΤίϊϛʔͷՁ஋Λࠨӈ͢ΔΠϯηϯςΟϒσβΠϯͱϞνϕʔγϣϯίϯτϩʔϧ https://www.neweconomy.jp/series/zerokara/22163

τʔΫϯΤίϊϛʔͰܦࡁΛ׆ൃʹ͢Δ τʔΫϯΤίϊϛʔͷՁ஋Λࠨӈ͢ΔΠϯηϯςΟϒσβΠϯͱϞνϕʔγϣϯίϯτϩʔϧ https://www.neweconomy.jp/series/zerokara/22163

τʔΫϯΤίϊϛʔͱ੓࣏ https://crypto.watch.impress.co.jp/docs/news/1130669.html

τʔΫϯΤίϊϛʔͱιʔγϟϧϝσΟΞ

࣮Ϗδωεͷߟ͑ํʹ͍ͭͯ

৽͍͠zൃ૝ͷܕzʹग़ձ͏ώϯτ w৘ใ΍஌ࣝΛΠϯϓοτ͢Δ͜ͱ w͍ͭ΋ͱҧ͏ࢹ఺Ͱ෺ࣄΛݟΔ͜ͱ wߟ͑ൈ͍ͨ͋ͱʹɺؾΛΏΔΊΔ͜ͱ ྫɿ4$".1&3๏ʹΑΔΞΠσΞͷྔ࢈ w4VCTUJUVUFʢ୅͑Δʣɿଞͷ΋ͷʹஔ͖׵͑ͯΈͨΒͲ͏͔ʁ w$PNCJOFʢ૊Έ߹ΘͤΔʣɿԿΛ૊Έ߹ΘͤΔ͜ͱ͕Ͱ͖Δͷ͔ʁ w"EBQU దԠͤ͞Δ ɿࣅ͍ͯΔ΋ͷ͸ԿͩΖ͏͔ʁ
w.PEJGZʢमਖ਼͢Δʣɿେ͖͞Λม͑ͯΈͯ͸Ͳ͏ͩΖ͏͔ʁ w1VUUPPUIFSVTFT ΄͔ͷ࢖͍ಓ ɿͦͷ··ͰͲͷΑ͏ͳ࢖͍ಓ͕͋Δͷ͔ʁ w&MJNJOBUF ࡟ݮ ɿԿΛऔΓআ͘͜ͱ͕Ͱ͖ΔͩΖ͏͔ʁ w3FWFSTFɾ3FBSSBOHF ٯసɾ࠶ฤ੒ ɿٯʹͰ͖ͳ͍͔ʁ ॻ੶ɿͻΒΊ͖εΠονେશ

#JUDPJOͱΠϯλʔωοτͷྨࣅ఺ͱ૬ҧ఺ ʮ&NBJM͕Πϯλʔωοτᴈ໌ظͷΩϥʔΞϓϦͰ͋ͬͨ ͷͱಉ༷ʹɺ๻͸#JUDPJO͕ϒϩοΫνΣʔϯʹͱͬͯ ͷ࠷ॳͷΩϥʔΞϓϦͩͱߟ͍͑ͯΔɻF#BZɺ"NB[PO ͓Αͼ(PPHMFʹ૬౰͢Δ΋ͷ͕ൃ໌͞Εͭͭ͋Δͷ ͩɻʯ ग़ॴɿIUUQTKPJJUPDPNKQBSDIJWFTIUNM MITϝσΟΞϥϘॴ௕ɹҏ౻ᜨҰࢯ Πϯλʔωοτ &NBJM
F#BZ "NB[PO   (PPHMF ϒϩοΫνΣʔϯ ϏοτίΠϯ ʁʁʁ ΩϥʔΞϓϦ ৽ͨͳൃ໌

৽نϏδωεͷߟ͑ํ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε ಛ௃ ௕ॴ ཁ݅ ྫ վ᜵ͷ ೉͠͞ ه࿥อଘ
ൿಗੑ͸ෆཁِ͕ͩ଄͸ࠔΔ ୈࡾऀؚΊݕূ͍ͨ͠ ෳ਺౰ࣄऀʹΑΔڞ༗ϝϦοτ ౔஍ొهɺ๏ਓొه ِ଄๷ࢭʢܾࢉɺੜ࢈஍ʣɺ τϨʔαϏϦςΟ ೋॏࢧ෷͍ ๷ࢭ Ձ஋ͷҠస ࢿ࢈ॴ༗ऀ͕มΘΔ σδλϧࢿ࢈ͷঢ়ଶ͕มԽ͢Δ αϓϥΠνΣʔϯɺσδλϧ ίϯςϯπൢചɾதݹചങɺ γϟΞϦϯά தԝ؅ཧऀ ෆࡏ ௿ίετͰ ৴པੑ޲্ ଱ো֐ੑ ෼ࢄܕ૊৫ʹΑΔαʔϏε ϥΠυγΣΞɺP̎P঎औҾɺ Ϋϥ΢υιʔγϯάɺ  ిྗP̎P εϚʔτ ίϯτϥΫτ ܖ໿ͷ ࣗಈࣥߦ ౰໘ෳࡶͰ͸ͳ͘γϯϓϧͳ࢓૊Έ ʹ͍ͨ͠ ΦϖϨʔγϣϯɾϫʔΫϑϩ ʔվળɺόοΫɾϛυϧΦϑ Οεޮ཰Խ

ٕज़త՝୊ʢύϒϦοΫϒϩοΫνΣʔϯʣ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε औҾ֬ఆʹ͔͔࣌ؒΔ ଈ࣌ੑʹ೉఺ ॲཧ଎౓ͷ໰୊ େྔͷऔҾʹ೉఺ ৘ใൿಗੑ ϓϥΠόγʔͷ໰୊ εϚʔτίϯτϥΫτ
શͯͷՄೳੑΛ૝ఆ͢Δͷ͸೉͍͠ ๏త߆ଋྗͷͳ͍ࢲత౷࣏ʹݶք

؆୯ͳͱ͜Ζ͔ΒऔΓ૊Ή΂͖ʁ ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε ୅ସతͳར༻ ୯ମͰͷར༻ ہ஍తͳར༻ มֵతͳར༻ ϏοτίΠϯͰ ͷࢧ෷͍ ۚ༥औҾॲཧ
ʹ࢖͏ඇެ։ܕ ΦϯϥΠϯ୆ா ϏοτίΠϯΛ ࢖ͬͨখചۀऀ ͷ঎඼݊ ࣗಈ࣮ߦܕͷ εϚʔτίϯτ ϥΫτ ࢐৽͞ͷఔ౓ ෳ ࡶ ͞ ͱ ௐ ੔ ࡞ ۀ ͷ ૯ ྔ 1.୯ମͰͷར༻ ɹୈࡾऀͱͷௐ੔΋΄ͱΜͲෆཁ ɹϦεΫΛ࠷খԽͰ͖Δ ɹ◾ࢧ෷͍खஈͱͯ͠ϏοτίΠϯΛར༻ ɹ◾࣮෺ࢿ࢈΍σδλϧࢿ࢈ͷ؅ཧɺࣾ಺ͷࣄ຿ॲཧ  ɹɹͷه࿥ɺຊਓ֬ೝͷσʔλϕʔεͱͯࣾ͠಺Ͱར༻ 2.ہ஍తͳར༻ ɹ◾ෳ਺ۚ༥ػؔʹΑΔগ਺ͷ৴པͰ͖Δ૬खͱ  ɹɹඇެ։ܕϒϩοΫνΣʔϯ ɹ◾αϓϥΠνΣʔϯ 3.୅ସతͳར༻ ɹ◾طଘղܾࡦʹෛ͚ͳ͍ఏڙྗΛ࣮ݱͭͭ͠ɺؔ࿈͢Δ  ɹɹΤίγεςϜ͕؆୯ʹͦͷ୅ସࡦʹରԠ͠ಋೖͰ͖Δ ɹɹඞཁ͕͋Δ 4.มֵతͳར༻ ɹ◾εϚʔτίϯτϥΫτ ɹ◾ෆಛఆଟ਺Λ૬खʹͨ͠਎ݩ֬ೝγεςϜ ɹ◾ϚωʔϩϯμϦϯάରࡦ΍ෳࡶͳۚ༥औҾͷࣗಈγεςϜ

Ϣʔεέʔε ௕ظ׆༻ ΦϖϨʔγϣϯ؆ૉԽ ๵қۚ༥ɺγϯδέʔτϩʔϯ ن੍؆ૉԽ ؂ࠪࣗಈԽ औҾ૬खͷ౗࢈ϦεΫ௿ݮ άϩεऔҾ΁ͷมߋ ܦࡁ࣌ؒ୹ॖ ࠃࡍૹۚɺΫϨδοτΧʔυ
ҝସͷࢢ৔ྲྀಈੑɾࢿຊվળ ࢿ࢈࠶୲อઃఆ ෆਖ਼ܰݮ ݕࠪɾ؂ࠪ ۜߦޱ࠲อ༗Λલఏͱ͠ͳ͍ ۜߦޱ࠲Λ࣋ͨͳ͍૚ͷܾࡁΠϯϑϥ ωοτΦʔΫγϣϯ ৽͍͠঎඼ ϏοτίΠϯ౤ࢿ৴ୗ Ծ૝௨՟σϦόςΟϒ৽঎඼ ஥հऀෆཁ ෼ࢄܕࣗ཯૊৫ͷద༻ྫݕ౼ ܽ఺ิ׬ ٕज़ͱ੍౓੔උͷΪϟοϓ ৽͍͠ΤεΫϩʔऔҾݕ౼ औҾ͕୹࣌ؒͰ֬ఆ͠ͳ͍ อݥ঎඼ߟҊ தԝ؅ཧऀෆࡏͷෆศͳ໘ औҾ૬खͷ৴༻౓Λࣔ͢ϨϐϡςʔγϣϯγεςϜ Ծ૝௨՟؅ཧͷෆศ͞ 伴؅ཧɺσʔλ؅ཧ౳ͷརศੑ޲্Ϗδωε ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε

౰໘ૂ͏΂͖ͭͷϢʔεέʔε ग़ॴɿ৽ࣄۀاըɾىۀͷͨΊͷ ࣮ફϒϩοΫνΣʔϯɾϏδωε ᶃػີੑ͕গͳ͍έʔε ᶄτϥοΩϯά ᶅ૊৫ؒͷه࿥؅ཧ ᶆଟ਺૊৫ؒͰͷूܭ ϒϩοΫνΣʔϯʹΑΔίετܰݮͱຎࡲܰݮϝϦοτ ʹൺ΂ɺػີੑ͕গͳ͍έʔε ِ଄ɾ౪೉΍ࣄ຿ෳࡶ͞ʹ೰·͞ΕͯΔ෼໺
◾Ϋϥ΢υϑΝϯσΟϯά ◾ΪϑτΧʔυ ◾ϙΠϯτ ◾஍Ҭ௨՟ ◾ڝ߹ؔ܎ʹͳ͍ผ૊৫ؒͰͷP2PऔҾ ◾૊৫ʹ͓͚Δࢿۚ؅ཧɺ಺෦ձܭγε  ɹςϜ ◾ߴֹͳ঎඼ͷαϓϥΠνΣʔϯ ◾ॏཁͳॻྨ ◾σδλϧτʔΫϯൃߦ ɹɾ෺ཧతͳࡒͷҠಈͱಉ࣌ʹσδλϧτʔΫϯ͕Ҡಈ ɹɾϒϩοΫνΣʔϯ্ͷτϥϯβΫγϣϯʹΑΓݖҖҠసΛ൓ө ɹɾτʔΫϯ΍ࢴΑΓ΋౪೉΍ِ଄͕೉͍͠ ◾վ᜵๷ࢭ ◾ػີ ◾σʔλه࿥͓Αͼެূͱͯ͠ͷར༻ ɹɾ஥հऀෆཁͰِͷ৘ใ΍৘ใ࡟ݮʹΑΔଛ֐Λ๷͙ ◾૊৫ؒͷॏཁͳσʔλ௨৴ͷ؂ࠪ௥੻ ɹɾҩྍػؔɺ๏຿෦໳ ɹɾೋऀؒܖ໿ެূ ◾ϋογϡԽ͞ΕͨσʔλʹΑΓվળݐங ɹɾR3CEVͷCorda ϋογϡʹΑΓऔҾܖ໿Λެূ ◾ଟ͘ͷผʑͷ৘ใݯ͔Β৘ใΛ૊Έ߹ΘͤΔ ɹɾϚωʔϩϯμϦϯάରࡦ΍ߨ࠲৘ใͷूܭ ɹɾސ٬͕ॏෳ͢Δۜߦؒͷ಺෦σʔλϕʔεর߹ ◾ϒϩοΫνΣʔϯʹΑΔίετ࡟ݮͱ৑௕ੑʹΑΔ  ɹ҆ఆՔಇϝϦοτ

ʰकʱɹపఈతʹࢣঊΛਅࣅΔ͜ͱͰֶͿɻֶͿͱ͸ɺਅࣅΔɻ ɹɹɹɹਖ਼͍͠ܕΛ୞؅ʹਅࣅΔ͜ͱ͕ॏཁͰ͢ɻܗ͔ΒೖΓܗʹऴΘΔஈ֊Ͱ͢ɻ ʰഁʱ͸ɺਅࣅʢֶͼʣ͵͍ͨڭ͑ʹݾͷ޻෉Λަ͑ɺͦͷٕज़Λൃలͤ͞Δ͜ͱɻ ʰ཭ʱ͸ɺҰͭͷྲྀ೿͔Β཭Εɺಠࣗͷ৽͍͠΋ͷΛੜΈग़ཱ֬ͤ͠͞Δஈ֊ɻ ɹɹɹɹಠࣗͷ࣮຿ϓϥΫςΟεΛࢼߦࡨޡͭͭ͠ɺޙਐʹࢦಋ͍ͯͨ͠ͱ͜ΖͰͨ͠ɻ

੒ޭ͢Δاۀͷ৚݅ 1.༗རͳ࢈ۀΛબͿ 2.Ձ஋͋ΔϏδωενϟϯεΛൃݟ͢Δ 3.ςΫϊϩδʔͷਐԽΛ੍͢Δ 4.ຊ౰ͷࢢ৔χʔζΛൃݟ͠ɺͦΕΛຬͨ͢ 5.ߪೖऀͷҙࢥܾఆͱɺࢢ৔ͷྗֶΛཧղ͢ 6.طଘػೳͷऑΈʹ෇͚ࠐΉ 7.஌తࡒ࢈Λ؅ཧ͢Δ 8.ΠϊϕʔγϣϯͷརӹΛ઎༗͢Δ 9.࠷దͳࣄۀମ੍ΛͱΔ
10.ϦεΫͱෆ࣮֬ੑʹରॲ͢Δ https://www.amazon.co.jp/dp/4901234722

༗རͳ࢈ۀΛબͿ

Ձ஋ͷ͋ΔϏδωενϟϯεΛൃݟ͢Δ θϩɾτΡɾϫϯʢNHKग़൛ʣ τϨϯυΛ௥͏ͷͰ͸ͳ͘ɺࢍ੒͢Δ ਓ͕΄ͱΜͲ͍ͳ͍ɺେ੾ͳਅ࣮Λ୳ ͢ɻ ❌ˠY ⭕ˠ Ϧʔϯ .71 00%"

ςΫϊϩδʔͷਐԽΛ੍͢Δ Ϋϥ΢υ ϒϩοΫνΣʔϯ ൚༻"* *P5্ͷΤοδίϯϐϡʔλʔʢ"*ʣ (16 $16 ྔࢠίϯϐϡʔλʔ ֊૚Խ૊৫ʢ෼ۀʣ ෼ࢄࣗ཯త૊৫
or or or or

ςΫϊϩδʔͷਐԽΛ੍͢Δʢ෼ࢄʣ தԝ؅ཧܕ ʲίϯϐϡʔςΟϯάʳ

ςΫϊϩδʔͷਐԽΛ੍͢Δʢ෼ࢄʣ தԝ؅ཧܕ ඇதԝ؅ཧܕ ʲίϯϐϡʔςΟϯάʳ

ᶃݸผʹΦϯϓϨϛεʹσʔλΛอ༗ ʲετϨʔδʳ ςΫϊϩδʔͷਐԽΛ੍͢Δʢ෼ࢄʣ தԝ؅ཧܕ ඇதԝ؅ཧܕ ʲίϯϐϡʔςΟϯάʳ

ςΫϊϩδʔͷਐԽΛ੍͢Δʢ෼ࢄʣ தԝ؅ཧܕ ඇதԝ؅ཧܕ ʲίϯϐϡʔςΟϯάʳ ᶄݸผʹΫϥ΢υʹσʔλΛอ༗ ᶃݸผʹΦϯϓϨϛεʹσʔλΛอ༗ ʲετϨʔδʳ

ςΫϊϩδʔͷਐԽΛ੍͢Δʢ෼ࢄʣ தԝ؅ཧܕ ᶄݸผʹΫϥ΢υʹσʔλΛอ༗ ᶅϒϩοΫνΣʔϯ্ʹσʔλΛڞ༗ ඇதԝ؅ཧܕ ʲίϯϐϡʔςΟϯάʳ ᶃݸผʹΦϯϓϨϛεʹσʔλΛอ༗ ʲετϨʔδʳ

"* ϓϥοτϑΥʔϜ ςΫ ϊϩδʔͷਐԽΛ੍͢Δʢ૊߹ͤ૑଄ʣ ϒϩοΫνΣʔϯ *P5 "373 Ϗοάσʔλ

ຊ౰ͷࢢ৔χʔζΛൃݟͦ͠ΕΛຬͨ͢

ߪೖऀͷҙࢥܾఆͱࢢ৔ͷྗֶΛཧղ͢Δ

طଘاۀͷऑΈʹ෇͚ࠐΉ

஌తࡒ࢈Λ؅ཧ͢Δ wΦʔϓϯΠϊϕʔγϣϯ wಛڐग़ئ w঎ඪ

ΠϊϕʔγϣϯͷརӹΛ઎༗͢Δ

࠷దͳࣄۀମ੍ΛͱΔ

ϦεΫͱෆ࣮֬ੑʹରॲ͢Δ 7PMBUJMJUZrมಈੑ 6ODFSUBJOUZrෆ࣮֬ੑ $PNQMFYJUZrෳࡶੑ "NCJHVJUZrᐆດੑ ग़ॴɿhttp://www.berlitz-globalblog.com/vuca ˞76$"͸ถࠃͷ೥୅܉ࣄ༻ޠ <೥୅> •ΠΪϦεͷ&6཭୤ •τϥϯϓࢯͷେ౷ྖબग़
<มԽ> •*$5ʹΑΔϏδωεϞσϧมֵ •ࠃڥӽ͑ͷ." •ҟۀछ͔Βͷڝ߹ग़ݱ •࢈ۀքͷ͕֞ࠜͳ͘ͳΔ KAIKA͢ΔܦӦ ࣍ੈ୅ܕܦӦϞσϧͷεεϝ GL ೔ຊਓͷͨΊͷάϩʔόϧɾ  Ϧʔμʔγοϓೖ໳ ୈ7ճ

ϦεΫͱෆ࣮֬ੑʹରॲ͢Δ ग़ॴɿhttp://mag.executive.itmedia.co.jp/executive/articles/1701/26/news044.html ༧ଌɾܭը γφϦΦϓϥϯχϯά ݕ౼͢Δະདྷͷ਺ ̍ͭ ෳ਺ʢʙʣ ݕ౼͢Δະདྷͷ೥਺ ʙ೥ ʙ೥
ະདྷΛݕ౼͢Δࢹ఺ݱঢ়ͷঢ়ଶ͕ະདྷʹ͸Ͳ ͏มԽ͔ͯ͘͠ʁ  ʢݱࡏ͕ى఺ʣ ݱঢ়ͷԆ௕Ͱ͸ͳ͍ ະདྷʹى͜ΓಘΔ͜ͱ ͸Կ͔ʁ ʢະདྷ͕ى఺ʣ ੓࣏ɺܦࡁɺࣾձɺٕज़ɺ๏཯ɺ؀ڥɺࢢ৔ফඅऀɺۀքߏ଄ͷࠓޙى͜ΓಘΔ෺ࣄ Λચ͍ग़͠ɺෳ਺ͷҟͳΔະདྷͷՄೳੑΛ୳Δ͜ͱͰɺؔ܎ऀͷະདྷʹؔ͢ΔཧղΛ޿ ͛ɺෆ࣮֬ͳ؀ڥมԽ΁ͷద੾ͳదԠࡦΛݟ͍ͩ͢Ξϓϩʔν https://www.amazon.co.jp/dp/4862761658 ग़ॴɿhttps://www.greenﬁeld-japan.com/scenario_planning/about.html όοΫΩϟεςΟϯά

#*ˠ"* ݖҖ ૑ൃ ϓογϡ ϓϧ ஍ਤ ίϯύε ҆શ ϦεΫ ै͏
ෆ෰ै ཧ࿦ ࣮ફ ೳྗ ଟ༷ੑ ڧ͞ ճ෮ྗ Ϟϊ γεςϜ ॻ੶ɿϓϦϯγϓϧζՃ଎͢ΔະདྷͰউͪ࢒ΔͨΊʹʢҏ౻ᜨҰʣIUUQTXXXBNB[PODPKQEQ before internet after internet

Φεεϝ͸σβΠϯεϓϦϯτ ग़యɿσβΠϯεϓϦϯτ2.0ʢՆຊ݈࢘ࢯʣ https://speakerdeck.com/natsumotokenji/dezainsupurinto2-dot-0

·ͱΊ

·ͱΊ wٕज़ͷ࢖͍෼͚൑அͷͨΊʹɺϒϩοΫνΣʔϯͷجຊΛ ԡ͑͞Α͏ɻ wτʔΫϯΤίϊϛʔͷϝϦοτΛཧղͭͭ͠ɺ৽͍͠Ϗδω εϞσϧΛߟ͑Α͏ɻ wະདྷΛྑ͘͢ΔͨΊʹɺΫϦΤΟςΟϒͳਓࡐʹͳΖ͏ʂ  ˞ϒϩοΫνΣʔϯ΍ςΫϊϩδʔ͚ͩͷ௥ٻͰ͸ͳ͘ɺΞʔτ΍Պֶɺྺ࢙ʢ܁ Γฦ͠΍ύϥμΠϜͷγϑτʣɺ4'ͱͷ༥߹ʹΑΔԽֶ൓ԠΛߴ଎ʹࢼ͠ଓ͚ͨΓɺ όοΫΩϟεςΟϯάʢγφϦΦϓϥϯχϯάʣͰߟ͑Δश׳΋਎ʹ͚ͭΑ͏ʣ

ࣗݾ঺հʢݸਓ׆ಈʣ ΫϦΤΟςΟϒͳΞΠσΞͷώϯτ͕͋Δ͔΋͠Εͳ͍ͷͰͬ͘͟Γͱ঺հ

ίϛϡχςΟ׆ಈ 4UBSU1ZUIPO$MVC GPVOE*5QSPKFDU pOQZ https://startpython.connpass.com http://foundit.tokyo https://ﬁn-py.connpass.com 95FDI+"84 'JO+"84 https://xtechjaws.doorkeeper.jp
https://ﬁn-jaws.doorkeeper.jp

ॻ੶ɿ"QBDIF4QBSL ▸ ΦϥΠϦʔʮ4QBSLʹΑΔ࣮ફσʔλղੳʯ ̕ষ຋༁ࢧԉʮϞϯςΧϧϩγϛϡϨʔγϣ ϯʹΑΔۚ༥ϦεΫͷਪఆʯ ॻ੶ɿ4QBSLʹΑΔ࣮ફσʔλղੳʕ େن໛σʔλͷͨΊͷػցֶशࣄྫू  ʢΦϥΠϦʔδϟύϯʣ

ॻ੶ɿϚϯΨͱਤղͰεοΩϦΘ͔Δϓϩάϥϛϯάͷ͘͠Έ ॻ੶ɿϚϯΨͱਤղͰεοΩϦΘ͔Δϓϩάϥ ϛϯάͷ͘͠Έ  ΤϜσΟΤψίʔϙϨʔγϣϯʢ.E/ʣ

ॻ੶ɿۚ༥σʔλαΠΤϯε ձࣾͷ༗ࢤͰॻ͍ͨɻ ਺ࣜΛҰ੾ೖΕͣʹઆ໌ɻ https://www.amazon.co.jp/dp/4532134811 • ༗Ձূ݊ใࠂॻ͔ΒσʔλΛநग़͠ɺاۀؒͷؔ܎৘ใΛϏδϡΞϧԽ͢Δ • ͋Δاۀʹੜͨ͡γϣοΫ͕ؔ࿈اۀͷגՁʹ༩͑ΔӨڹͷ଎౓(λΠϜϥά)Λ෼ੳ • ࿈๜ެ։ࢢ৔ҕһձͷจষ͕ԿΛ࿩୊ʹ͍ͯ͠Δͷ͔ΛػցʹςΩετ෼ੳͤ͞ɺ
ۚ༥੓ࡦͷʮݟ௨͠ʯΛείΞԽ͢Δ • ʮ੓෎ʯʮதԝۜߦʯʮϚεϝσΟΞʯʮຽؒΤίϊϛετʯʮࢢ৔ؔ܎ऀʯʮҰ ൠਓʯ͕ൃ৴͢Δଟछଟ༷ͳσʔλΛ౷߹͠ɺϚΫϩܦࡁ෼ੳ(ܦࡁ؀ڥͷϦΞϧλ ΠϜධՁ)Λߦ͏ ʲ໨࣍ʳ ̍ɹຊॻͷૂ͍ͱಡΈํ ̎ɹۚ༥σʔλ෼ੳͷมԽ ̏ɹ͍Ζ͍Ζͳ৘ใΛ׆༻ͨ͠גࣜӡ༻ ̐ɹاۀؒωοτϫʔΫͱ৘ใͷ఻೻ ̑ɹ؀ڥŋࣾձŋΨόφϯεධՁͷͨΊͷςΩετϚΠχϯά ̒ɹܾࢉ୹৴ͷςΩετϚΠχϯάʹΑΔاۀධՁ ̓ɹϚΫϩܦࡁ෼ੳͷ͍· ̔ɹߴස౓৘ใ͔ΒಡΉऔҾߦಈ ̕ɹۚ༥ʹ͓͚Δσʔλ׆༻ͷকདྷ

ॻ੶ɿςετۦಈ1ZUIPO ൃചʣ ϨϏϡΞʔͱͯ͠ࢀՃ ݪॻ͸ʮPython Testing with Pytestʯ ຋༁൛ͷΈ෇࿥ষ௥Ճ ɾTDDʢςετۦಈ։ൃʣ ɾCircleCI
https://www.amazon.co.jp/dp/4798157600

ॻ੶ɿ͋ͨΒ͍͠1ZUIPOʹΑΔσʔλ෼ੳͷڭՊॻʢϨϏϡʔதʣ https://www.amazon.co.jp/dp/4798158348

8*3&%ɿ#-0$,$)"*/46/%": http://wired.jp/business-bootcamp/2017/blockchain/

ΞεΩʔ૯ݚɿྔࢠίϯϐϡʔςΟϯάͱ҉߸௨՟ ग़యɿhttps://lab-kadokawa34.peatix.com/?lang=ja

1ZUIPO$POGFSFODF+1 1Z$PO+1 1Z$PO+1Ͱ͸ #MPDLDIBJOʹ͍ͭͯൃද

#.*"δϡχΞίϯαϧλϯτ #.*"ɿҰൠࣾஂ๏ਓϏδωεϞσϧΠϊϕʔγϣϯڠձ BMIA: http://www.bmia.or.jp

"NB[POॻ੶ϨϏϡʔ https://www.amazon.co.jp/gp/proﬁle/amzn1.account.AGMCJO4VG72KBLMZZRAII3NHTQCQ w ΧελϚʔαΫηεʕʕαϒεΫϦϓγϣ ϯ࣌୅ʹٻΊΒΕΔʮސ٬ͷ੒ޭʯͷݪ ଇ w 1ZUIPOελʔτϒοΫ<૿ิվగ൛> w ,FZOPUFͰັͤΔʮ఻ΘΔʯϓϨθϯςʔ
γϣϯςΫχοΫ w ಠֶϓϩάϥϚʔ1ZUIPOݴޠͷجຊ͔Β ࢓ࣄͷ΍Γํ·Ͱ w ςΟʔϧ૊৫ʕϚωδϝϯτͷৗࣝΛ෴͢ ࣍ੈ୅ܕ૊৫ͷग़ݱ w 6ཧ࿦<ୈೋ൛>ʕʕաڈ΍ภݟʹͱΒΘΕͣɺ ຊ౰ʹඞཁͳʮมԽʯΛੜΈग़ٕ͢ज़ w ϏδωεϞσϧGPS5FBNT૊৫ͷͨΊͷϏ δωεϞσϧઃܭॻ w "NB[PO8FC4FSWJDFTاۀಋೖΨΠυϒο Ϋاۀ୲౰ऀ͕஌͓ͬͯ͘΂͖"84αʔ Ϗεͷશ๴͔ΒɺηΩϡϦςΟ֓ཁɺγε ςϜઃܭɺಋೖϓϩηεɺӡ༻·Ͱ w ਤղϦʔϯɾελʔτΞοϓ੒௕ઓུ w άϥϑΛͭ͘ΔલʹಡΉຊʦҰॠͰ఻ΘΔ දݱ͸ͲͷΑ͏ʹੜ·Εͨͷ͔ʧ w ϏοάɾϐϘοτʕͳͥڊେάϩʔόϧا ۀ͕ʪେస׵ʫ͢Δͷ͔

.6'(ίΠϯϋοΧιϯ 'JO5FDIͷൣғΛ௒͑ɺ ࣾձ՝୊Λղܾ͢Δ࢓૊Έ ຬһిंͳͲͷࠞࡶղফΛ໨తʹߟ͑ͨɻεϚʔτϑΥϯ Λ࣋ͪา͖ɺࠞࡶͨ͠৔ॴʹ͍Δͱ௨஌͕ߦΘΕΔɻΦϑ ϐʔΫ࣌ؒΛආ͚ΔͱίΠϯ͕खݩʹࢧ෷ΘΕΔΠϯηϯ ςΟϒϝΧχζϜʹΑͬͯࣾձվળ͢Δ࢓૊ΈΛ࡞ͬͨɻ ·ͨɺ෯޿͍ۀछͷاۀͱ࿈ܞ͠ɺྫ͑͹ిं Λར༻͢Δࡍɺϥογϡͷ࣌ؒଳΛආ͚ͨਓʹ ίΠϯΛ෇༩͢ΔͳͲɺσδλϧ௨՟Λ׆༻͠
ͨ͞·͟·ͳαʔϏε΋ݕ౼͠·͢ɻ

z͋΂Μ΂Μz͸Կ͕͍ͨ͠ͷʁ ▸ ϒϩοΫνΣʔϯɿ  ɹࠓޙͷվֵʹඋ͑ͯϒϩοΫνΣʔϯٕज़Λࣾձʹීٴͤ͞ΔίϛϡχέʔλʔͱͳΔ ▸ ςΫϊϩδʔɿ  ɹ޿͘ઙ͍ٕज़Λ࣋ͭϑϧελοΫΤϯδχΞྗΛ਎ʹ͚ͭͯɺ.71Λ࣮ࢪ͢Δ ▸ ωοτϫʔΫɿ  ɹίϛϡχςΟ΍4/4ͷωοτϫʔΫΛ׆༻ͯ͠ਓʑΛܨ͙
▸ ڭҭɿ  ɹະདྷͷࣾձܦࡁʹඞཁͳҭ੒ʢίϛϡχςΟɺΠϕϯτɺॻ੶ʣ ▸ ະདྷ΁ͷίϯύεʢ஍ਤͰ͸ͳ͘ίϯύεΛʣɿ  ɹγφϦΦϓϥϯχϯά΍ϏδωεϞσϧɺ૊৫࿦ΑΓະདྷʹܨ͕Δ૑଄Λࢧԉ MVPʢMinimum Viable Productʣͱ͸ɺ؆୯ʹ͍͑͹ɺސ٬ʹՁ஋ΛఏڙͰ͖Δ࠷খݶͷ੡඼΍ɺͦΕΛ࢖ͬͨΞϓϩʔν

z͋΂Μ΂Μz͸Կ͕͍ͨ͠ͷʁ ▸ ϒϩοΫνΣʔϯɿ  ɹࠓޙͷվֵʹඋ͑ͯϒϩοΫνΣʔϯٕज़Λࣾձʹීٴͤ͞ΔίϛϡχέʔλʔͱͳΔ ▸ ςΫϊϩδʔɿ  ɹ޿͘ઙ͍ٕज़Λ࣋ͭϑϧελοΫΤϯδχΞྗΛ਎ʹ͚ͭͯɺ.71Λ࣮ࢪ͢Δ ▸ ωοτϫʔΫɿ  ɹίϛϡχςΟ΍4/4ͷωοτϫʔΫΛ׆༻ͯ͠ਓʑΛܨ͙
▸ ڭҭɿ  ɹະདྷͷࣾձܦࡁʹඞཁͳҭ੒ʢίϛϡχςΟɺΠϕϯτɺॻ੶ʣ ▸ ະདྷ΁ͷίϯύεʢ஍ਤͰ͸ͳ͘ίϯύεΛʣɿ  ɹγφϦΦϓϥϯχϯά΍ϏδωεϞσϧɺ૊৫࿦ΑΓະདྷʹܨ͕Δ૑଄Λࢧԉ ਓͱٕज़ɺਓಉ࢜΍ٕज़ಉ࢜ΛϚονϯάͯ͠  ΫϦΤΟςΟϒʢԽֶ൓ԠͱͳΔ૑଄ʣͳ΋ͷΛੜΈग़͢ MVPʢMinimum Viable Productʣͱ͸ɺ؆୯ʹ͍͑͹ɺސ٬ʹՁ஋ΛఏڙͰ͖Δ࠷খݶͷ੡඼΍ɺͦΕΛ࢖ͬͨΞϓϩʔν

ύϥμΠϜγϑτ ύϥμΠϜͷຐྗʢ೔ܦ#1ࣾʣ

ΤΫεϙωϯγϟϧ̒ͭͷ% %FDFQUJPO જߦ %JHJUBMJ[BUJPO σδλϧԽ %JTSVQUJPO ഁյ %FNPOFUJ[BUJPO ඇऩӹԽ %FNBUFSJBMJ[BUJPO
ඇ෺࣭Խ %FNPDSBUJ[BUJPO େऺԽ Ϙʔϧυಥ͖ൈ͚Δྗʢ೔ܦ#1ࣾʣ

ະདྷΛ૑Δಡॻର࿩ձ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄
೥݄ ະདྷʹ޲͚ͨಈ͖ํʢγʔζϯ̏ʣ ະདྷʹ޲͚ͨಋ͖ํʢγʔζϯ̐ʣ ೥݄ ະདྷΛߟ͑ΔͨΊͷߏ͑ʢγʔζϯ̍ʣ ະདྷΛֶͿͨΊͷֶͼํʢγʔζϯ̎ʣ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ݸਓͷະདྷͷ૑Γํʢγʔζϯʣ ະདྷΛڞʹ૑Δͭͳ͕Γͷྗʢγʔζϯʣ

γφϦΦϓϥϯχϯά ग़ॴɿhttp://mag.executive.itmedia.co.jp/executive/articles/1701/26/news044.html ༧ଌɾܭը γφϦΦϓϥϯχϯά ݕ౼͢Δະདྷͷ਺ ̍ͭ ෳ਺ʢʙʣ ݕ౼͢Δະདྷͷ೥਺ ʙ೥ ʙ೥
ະདྷΛݕ౼͢Δࢹ఺ݱঢ়ͷঢ়ଶ͕ະདྷʹ͸Ͳ ͏มԽ͔ͯ͘͠ʁ  ʢݱࡏ͕ى఺ʣ ݱঢ়ͷԆ௕Ͱ͸ͳ͍ ະདྷʹى͜ΓಘΔ͜ͱ ͸Կ͔ʁ ʢະདྷ͕ى఺ʣ ੓࣏ɺܦࡁɺࣾձɺٕज़ɺ๏཯ɺ؀ڥɺࢢ৔ফඅऀɺۀքߏ଄ͷࠓޙى͜ΓಘΔ෺ࣄ Λચ͍ग़͠ɺෳ਺ͷҟͳΔະདྷͷՄೳੑΛ୳Δ͜ͱͰɺؔ܎ऀͷະདྷʹؔ͢ΔཧղΛ޿ ͛ɺෆ࣮֬ͳ؀ڥมԽ΁ͷద੾ͳదԠࡦΛݟ͍ͩ͢Ξϓϩʔν https://www.amazon.co.jp/dp/4862761658 ग़ॴɿhttps://www.greenﬁeld-japan.com/scenario_planning/about.html όοΫΩϟεςΟϯά

஍ٿن໛04 ϐʔλʔɾςΟʔϧ!1BZ1BMϚϑΟΞ ʮٕज़ͷਐԽʯͱʮ৴༻ܦࡁͷ͋Γํ΁ͷݟ௚͠ʯͷͲͪΒ͕τ ϦΨʔʹͳΔ͔ͰɺະདྷͷγφϦΦ΋มΘΔɻ

ະདྷΛΑ͘͢Δҝͷώϯτ σδλϧԽ ΦʔϓϯΠϊϕʔγϣϯˍ ΤίγεςϜ ৴༻ʢධՁʣܦࡁ΁ͷཧղ

95FDI+"84ʢʣ https://xtechjaws.doorkeeper.jp/events/74077

"4$**ʹ95FDI+"84ઐ༻αΠτ·Ͱʂ

ΈΜͳͷ1ZUIPOษڧձʢʣ https://startpython.connpass.com/event/92356/ ຖ݄Pythonͷษڧձ΍ͬͯ·͢ʂ ʲ࣍ճͷϓϩάϥϜʳ w ʮέʔε(#ͷσʔλΛੜ੒͢Δ෺ཧγϛϡ ϨʔγϣϯΛ$MPVE)1$ͰऔΓѻ͏ͱ͖ͷϕετ ϓϥΫςΟεʯ  ௕ඌଠհ 3FTDBMF+BQBO
w ʮ#JH%BUBͰՁ஋ΛੜΈग़ͨ͢Ίͷ4NBMM5SJBMʯ  ԣࢁᠳʢ!ZV[VUBTʣʢגࣜձࣾϦΫϧʔτςΫ ϊϩδʔζʣ w ʮ(VOPTZʹ͓͚ΔσʔλυϦϒϯͳαʔϏε։ൃ ͱݚڀ։ൃͷऔΓ૊Έʯ  ؔت࢙ʢ(VOPTZʣ

1Z$PO+1ʢʣ ग़ॴɿhttps://pycon.jp/2018/ ࠓ೥͸ͭϓϩϙʔβϧग़͠·ͨ͠ʂ

ւ֎ͷςοΫɾΧϯϑΝϨϯεΛମײ͢Δ https://toa.infobahn.co.jp/event_themes/toaoﬃcialtour2018/

50"ͷಛ௃ 50"͕ѻ͏ྖҬ 5&$)/0-0(: Ξʔτ ϝσΟΞ ੓ࡦ Իָ ΤωϧΪʔ ڭҭ ϔϧε
ϞόΠϧ ىۀ ۚ༥ ೶ۀ Խֶ ҙࣝ ଟ͘ͷਓʑΛͭͳ͗ɺҟ෼໺ʹ·͕ͨ Δ஌ࣝͷަ׵΍ڞ૑Λ௨ͯ͡ɺਓʑΛ ৮ൃ͠ɺ੒௕Λଅ͢ϓϥοτϑΥʔϜ

50"ใࠂձʢʣ https://idl-toa2018wrapuptokyo.peatix.com

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