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Blockchain for Pythonistas(短縮版)

abenben
October 12, 2016

Blockchain for Pythonistas(短縮版)

みんなのPython勉強会#17の発表スライドです

abenben

October 12, 2016
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  1. 1.FINTECHʹ͍ͭͯ 'JO5FDIͱ͸ 'JO5FDIͱ͸ɺۚ༥ʢ'JOBODFʣͱςΫϊϩδʔʢ5FDIOPMPHZʣΛ૊Έ߹Θͤ ͨ଄ޠͰɺۚ༥ͱٕज़ͷ༥߹ͷ͜ͱɻ ‣ 'JO5FDIΛՄೳʹ͢Δ̒ͭͷςΫϊϩδʔ ϞόΠϧ୺຤ Ϗοάσʔλ "* "1*

    ϒϩοΫνΣʔϯ σβΠϯʢ6*ʗ69ʣ ॻ੶ɿܾఆ൛Fintech ۚ༥վֵͷશ๴ʢ౦༸ܦࡁ৽ใࣾʣ _ʴηΩϡϦςΟ ॻ੶ɿؙΘ͔ΓʂʂϑΟϯςοΫʢ༸ઘࣾʣ ⭐
  2. 1.FINTECHʹ͍ͭͯ ͞·͟·ͳൃݴ ʮۜߦػೳ͸ඞཁෆՄܽͳ΋ͷ͕ͩɺۜߦ͸ͦ͏Ͱ͸ͳ͍ʯ ϚΠΫιϑτɹݩ$&0ɹϏϧɾήΠπ ʮ##7"͸কདྷతʹιϑτ΢ΣΞձࣾʹͳΔͩΖ͏ʯ ##7"ʢϏϧόΦɾϏεΧϠɾΞϧϔϯλϦΞۜߦʣɹձ௕ɹΤϚχϡΤϧɾΰϯβϨε ʮΘΕΘΕ͸ςΫϊϩδʔاۀͩʯ ΰʔϧυϚϯɾαοΫεɹձ௕݉$&0ɹϩΠυɾϒϥϯΫϑΝΠϯ ʮγϦίϯόϨʔ͕΍ͬͯ͘Δʯ ʮࢲͨͪ͸ੈք࠷େͷܾࡁγεςϜͰ͋Δ͕ɺকདྷάʔάϧ΍ϑΣΠεϒοΫ͋Δ͍͸ଞͷԿ

    ऀ͔ͱͷڝ߹ʹ͞Β͞ΕΔ͜ͱʹࣄʹͳΔͩΖ͏ʯ +1ϞϧΨϯɾνΣʔεɹ$&0ɹδΣʔϜζɾμΠϞϯ ʮࠓޙ೥ؒʹΘͨΓɺੈքதͷۜߦ͕ਓһͱࢧళΛ൒෼ʹॖখͤ͟ΔΛಘͳ͘ͳΔͩΖ͏ʯ ӳόʔΫϨΠζۜߦɹલ$&0ɹΞϯτχʔɾδΣϯΩϯε ۜߦʢͱͦ͜ʹؔ༩͢Δ4*اۀʣ͸ʮຽओԽ %FNPDSBUJ[F ʯ΁޲͚ͨސ٬ى఺Ͱͷ࠶ఆ͕ٛඞཁʹͳΔɻ ※ϒϩοΫνΣʔϯʹݶఆ͢ΔͱҰൠతʹ͸ύϒϦοΫܕͷϒϩοΫνΣʔϯΛࣔ͢ ⭐
  3. 1.FINTECHʹ͍ͭͯ ۜߦͷΞϯόϯυϧԽ ग़యɿhttps://www.cbinsights.com/blog/disrupting-banking-fintech-startups/ Ξϯόϯυϧʢղମʣ ಛఆͷαʔϏεʹڧΈΛ࣋ͭςΫϊϩδʔ اۀ͕ۚ༥ػؔͷαʔϏεΛ୅ସ͢Δ͜ ͱɻ Ϧόϯυϧʢ࠶ߏஙʣ ۚ༥ػؔͷ࿮Λ௒͑ͯ঎ྲྀͱ݁ͼ͍ͭͨΤ ίγεςϜʢੜଶܥʣΛߏங͠αʔϏεΛ

    ϫϯετοϓͰఏڙ͢Δ͜ͱɻ ΤϯϋϯεʢڧԽʣ ۚ༥αʔϏεΛఏڙ͢ΔίΞͱͳΔΠϯ ϑϥʢػؔγεςϜ΍ઐ༻ͷωοτϫʔΫʣ ͷ࡮৽ɻۚ༥ػؔʹΑΔϒϩοΫνΣʔϯ ͷऔΓ૊Έ͸ओʹ͜͜Λλʔήοτʹͯ͠ ͍Δɻ NOVEMBER 18, 2015 ॻ੶ɿFintech ۚ༥ҡ৽΁ɹஶऀɿΞΫηϯνϡΞ ⭐
  4. 1.FINTECHʹ͍ͭͯ 'JO5FDIΛՄೳͱٕͤͨ͞ज़΍։ൃͷਐԽ ▸044ʢΦʔϓϯιʔειϑτ΢ΣΞʣͷਐԽ ▸04ɺϑϨʔϜϫʔΫɺϥΠϒϥϦ ▸Ϋϥ΢υίϯϐϡʔςΟϯά ▸ΞδϦςΟʢහডɿඒຯ͍ɺ͍҆ɺૣ͍ʣɺΫϥ΢υͷ αʔϏεԽʢϚγϯϥʔχϯάɺϚΠΫϩαʔϏε౳ʣ ▸ϋʔυ΢ΣΞΛιϑτ΢ΣΞͷΑ͏ʹίʔυͰѻ͑Δ ʢ*OGSBTUSVDUVSFBT$PEFʣɺಋೖɾഇغ࣌ͷෛ୲ܰݮ ▸"1*Խ

    ▸ૄ݁߹ɺ༷ʑΦʔϓϯσʔλͷ׆༻ɺʢ#BOL"1*ʣ ▸ΞδϟΠϧ։ൃ ▸ΞδϟΠϧʢεΫϥϜʣɺࣗಈԽɺϦʔϯɺ6*69 ίϯϐϡʔλͷൃలʢίετόϥϯε΋ؚΊͨʣ ʮϜʔΞͷ๏ଇʯͷӨڹͰ࣮ݱͰ͖ͨ͜ͱ ࠓޙ͸(16ͷൃల΋Өڹ কདྷ͸ྔࢠίϯϐϡʔλʔ΋Өڹ͔ʁ ⭐
  5. 1.FINTECHʹ͍ͭͯ ʢࢀߟʣ'JO5FDIاۀʹ͓͚Δઓུ اۀλΠϓ ઓུ ୅දతͳاۀ εʔ଒ܕ ۚ༥ػ͕ؔऔҾͷର৅ͱ͠ͳ͍ސ٬΁ͷαʔϏ εఏڙΛॏࢹ KickStarterɿΫϥ΢υϑΝϯσΟϯά LendingClubɿιʔγϟϧϨϯσΟϯά

    ήϦϥܕ ۚ༥ػؔͷඇޮ཰ੑʹ͚ͭࠐΈɺΑΓ༏Εͨα ʔϏεΛఏڙ Kantoxɿ๏ਓ޲͚֎՟औҾ TransferWiseɿP̎PૹۚαʔϏε αϜϥΠܕ ۚ༥ػؔͷސ٬ʹର͠ɺಉ଒ͷαʔϏεΛఏڙ ͠ɺ௚઀༥߹Λ࢓ֻ͚Δ Nutmegɿ౤ࢿ؅ཧձࣾ Welthfrontɿࢿ࢈ӡ༻ΞυόΠβϦ ೋॏεύΠܕ ۚ༥ػؔͷطଘΠϯϑϥΛ׆༻ PayPal ɿܾࡁʗૹۚ ApplePayɿϞόΠϧܾࡁɺσδλϧ΢ΥϨοτ MintɿΞάϦήʔγϣϯ Context RelevantɿϏοάσʔλղੳ Πϯϕʔμʔܕ ۚ༥ۀքͦͷ΋ͷΛมֵ͢ΔΑ͏ͳɹഁյతͳ ঎඼ɺαʔϏεΛఏڙ ChangeTipʢϏοτίΠϯʹΑΔগֹܾࡁʣ CoinbaseʢϏοτίΠϯऔҾॴʣ ग़యɿ೔ཱ੡࡞ॴ༷ͷࢿྉΑΓ
  6. 2.Ծ૝௨՟ʹ͍ͭͯ ࢝·Γ͸ʮதຊஐ࢙ʢͳ͔΋ͱ͞ͱ͠ʣʯͷ࿦จ͔Β 2008೥10݄31೔
 ɹ࿦จ౤ߘ 2009೥1݄
 ɹྲྀ௨͕։࢝ 2010೥5݄22೔
 ɹॳΊͯͷऔҾ
 ɹʢϐβ̎ຕʣ ݪจ

    ೔ຊޠ༁ https://coincheck.com/blog/292 https://bitcoin.org/bitcoin.pdf தຊஐ࢙͸ಗ໊ͷਓ෺ʢ͓ͦΒ͘೔ຊਓͰ͸ͳ͍ʣͳͷʹɺ2016೥ͷϊʔϕϧܦࡁֶ৆ʹਪ঑͞Εͨ http://www.huffingtonpost.com/bhagwan-chowdry/i-shall-happily-accept-th_b_8462028.html
  7. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯ https://www.youtube.com/watch?v=Gc2en3nHxA4 ·ͣ͸ͪ͜ΒͷಈըͰʢ˞ࣈນ෇͖ɺ೔ຊޠʣ Ͳ͏ͯ͠ϏοτίΠϯ͸஫໨͞Ε͍ͯΔͷ͔ʁ ▸ ར༻͢Δཱ৔Ͱͷ஫໨ ʢதԝͷ؅ཧίετ͕ͳ͍ͷͰɺʣΤϯυϢʔβͷૹۚख਺ྉ͕֨ஈʹ͍҆ʢʹख਺ྉ͕͍҆ʣ ͢΂ͯͷऔҾ͕ΦʔϓϯͰ͋Δʢʹಁ໌ੑ͕ߴ͍ʣ ஌Βͳ͍ؒʹऔҾͷ಺༰Λॻ͖׵͑Εͳ͍ʢʹվ͟Μ͕ࠔ೉ʣ

    ▸ ӡ༻ͷࢹ఺Ͱͷ஫໨ ӡ༻։͔࢝ΒҰ౓΋վ᜵͞Ε͍ͯͳ͍ʢʹվ͟Μ͕ࠔ೉ʣ ӡ༻։͔࢝ΒγεςϜ͕μ΢ϯͨ͜͠ͱ͕ͳ͍
 ʢʹθϩɾμ΢ϯγεςϜʣ தԝूݖʹΑΔ؅ཧ͕ෆཁʢʹߏங͕҆Ձɺӡ༻ɾอकͷίετ͕͍҆ʣ CJUDPJOͷϑΟδΧϧίΠϯ ˞Ξφϩάͷਓʹσδλϧͷ
 ɹ਌ۙײΛ༩͑ΔͨΊʹߟ͑ΒΕͨ΋ͷ ⭐
  8. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷεςʔΫϗϧμʔʢར֐ؔ܎ऀʣ ▸ ϢʔβʔɿϏοτίΠϯΛར༻ͯ͠औҾʢങ෺ɺ౤ػɺૹۚ౳ʣ͍ͨ͠ਓ ▸ ࠾۷ऀʢϚΠφʔʣɿϏοτίΠϯͷ୆ாΛ֬ೝͯ͠ใुΛಘ͍ͨਓ ▸ ؅ཧऀɿʢͳ͠ʣ ▸ Ϗδωεܥ

    ▸ औҾॴʢ&YDIBOHFʣɺ"5.ɿ՟ฎͱԾ૝௨՟Λަ׵͢ΔϏδωε ▸ ΢ΥϨοτɿ͓ࡒ෍ɻԾ૝௨՟ͷ؅ཧΞϓϦΛఏڙ͢ΔϏδωε ▸ ϚΠχϯάɿϚΠχϯάͷҰ෦Λఏڙ͢ΔϏδωε ▸ ܾࡁɿԾ૝௨՟ͷܾࡁΛ୅ߦ͢ΔϏδωε ▸ ૹۚɿԾ૝௨՟ͷૹۚΛ୅ߦɺ؅ཧ͢ΔϏδωε ▸ ͦͷଞɿχϡʔεϝσΟΞɺΞυόΠβʔɺڭҭͳͲ ▸ ͦͷଞ ▸ ϏοτίΠϯϓϥοτϗʔϜͷվળʢϏοτίΠϯίϛϡχςΟɺओʹίΞσϕϩούʔʣ ϧʔϧ ϓϩτίϧ ܖ໿ Ϣʔβʔ ࠾۷ऀ ⭐
  9. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣϏοτίΠϯͷΫϥΠΞϯτʢγεςϜʣ छྨ ϒϩοΫͷอଘ ಛ௃ ୅දతͳ΋ͷ σεΫτοϓܕ ׬શܕ ϒϩοΫνΣʔϯͷશͯͷσʔλʢϑϧϊʔυʣΛμ΢ϯϩ ʔυ͢Δɻ

    Bitcoin CoreʢBitcoin-Qt, bitcoindʣ SPVܕ SPVʢSimplified Payment Verificationʣ ֤ϒϩοΫνΣʔϯͷϔομʔ͔͠μ΢ϯϩʔυ͠ͳ͍ɻ bitcoin wallet αʔόʔΫϥΠΞϯτܕ αʔόʔଆͱͷ௨৴͚ͩͰ੍ޚ͢Δʢൿີ伴͸ΫϥΠΞϯτ Ͱ͍࣋ͬͯΔʣ Electrum ϞόΠϧܕ ଏʹ͍͏΢ΥϨοτ breadwallet ΦϯϥΠϯܕ Web΢ΥϨοτʢൿີ伴͸αʔόʔ͕༬͔͍ͬͯΔʣ Blockchain.info ΦϑϥΠϯܕ ϏοτίΠϯͷωοτϫʔΫ͔Β੾Γ཭͞Ε͍ͯΔͨΊ҆શ ϖʔύʔ΢ΥϨοτ TrezarʢτϨβʔʣ
  10. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯΛߏ੒͢Δٕज़ʹ͍ͭͯ ϏοτίΠϯ͸طଘٕज़ͷ૊Έ߹ΘͤʹΑͬͯߏ੒͞Ε͍ͯΔ ▸ ిࢠॺ໊Λ࢖ͬͯϏοτίΠϯΛૹΔ ϋογϡؔ਺ ެ։ݤ҉߸ ిࢠॺ໊ ɹˠɹ಺༰ͷূ໌ʹΑͬͯɺͳΓ͢·͠΍վ͟ΜΛ๷ࢭ ▸

    औҾΛͦΕͧΕͷ11ωοτϫʔΫ্ͷϒϩοΫνΣʔϯʹه࿥ͯ͠ҡ࣋͢Δ 11ωοτϫʔΫ ɹˠɹೋॏࢧ෷͍ɺॻ͖׵͑Λ๷ࢭ ▸ ϒϩοΫνΣʔϯͷվ͟ΜΛ๷͙ͨΊʹϓϧʔϑΦϒϫʔΫʹΑΔܭࢉΛߦΘͤΔ ϓϧʔϓɾΦϒɾϫʔΫʢ1P8ɺ1SPPGPG8PSLʣ ɹˠɹ1P8ʹΑΔϚΠχϯάʢ˞ޙड़ʣͱ͍͏ϝϯςφϯε࡞ۀʹΑͬͯɺσʔλͷվ͟Μ΍ෆਖ਼Λ๷ࢭ ⭐
  11. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢ11ωοτϫʔΫʣ ωοτϫʔΫܦ࿏ͷ4JOHMF 1PJOU PG'BJMVSF ୯Ұো֐఺ ΋ղফ ଟ਺ͷίϯϐϡʔλʔϊʔυͰ෼ࢄ͠ ͯ୆ாʢσʔλʣΛ؅ཧ Ұ෦ͷίϯϐϡʔλʔϊʔυ͕ফ໓

    ͯ͠΋σʔλ͕ҡ࣋ ಛఆͷେن໛ͳίϯϐϡʔλʔ͕ෆ ཁʢओʹۚ༥ػؔͳͲʹ͸༗ޮͰɺ ίετͷ࡟ݮʹܨ͕ΔʣͱͳΔ ܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ http://www.meti.go.jp/press/2016/04/20160428003/20160428003-1.pdf ⭐
  12. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ $"1ఆཧ ‣ $"1ఆཧ͸ϒϦϡϫʔͷఆཧͱ΋ݺ͹Εɺ෼ࢄίϯϐϡʔ λγεςϜͷϚγϯؒͷ৘ใෳ੡ʹؔ͢Δఆཧɻ΢Σϒ αʔϏεΛ૝ఆͯ͠࡞ΒΕͨఆཧɻϊʔυؒͷσʔλෳ ੡ʹ͓͍ͯɺಉ࣌ʹ࣍ͷͭͷอূΛఏڙ͢Δ͜ͱ͸Ͱ ͖ͳ͍ɻʢ8JLJQFEJBΑΓʣ ‣ ϏοτίΠϯ͸ϒϩοΫνΣʔϯ͚ͩͰ࣮૷͞Ε͍ͯΔ

    ͷͰɺ"1ܕͰ࣮༻͞ΕΔ͕ɺ͜Ε͸ऑ͍Ұ؏ੑͱͳΓ ஗Ԇಉظʢ͍ͣΕߋ৽͞ΕΔʣ͕ຽऺʹΑͬͯڐ༰͞Ε ͍ͯΔ͜ͱͰ੒Γཱ͍ͬͯΔɻ ‣ ͜Ε͚ͩͰαʔϏεΛ࣮ݱͤ͞Δ͜ͱ͕೉͍͠৔߹ɺଞ ͷ࢓ֻ͚ʢྫɿ$"ܕͷ3%#.4౳ʣͱ૊Έ߹ΘͤͨΓ ࢖͍෼͚Δ͜ͱ͕ඞཁͱͳΔ ϒϩοΫνΣʔϯ࿈ଓߨٛ ୈ2-5ճ ෼ࢄγεςϜͷϦςϥγʔ
 https://speakerdeck.com/ks91/distributed-system-literacy
  13. 2.Ծ૝௨՟ʹ͍ͭͯ ϚΠχϯάͱ͍͏ݴ༿͸ൺᄻ ϏοτίΠϯΛϝϯςφϯε͢ΔҰ࿈ͷ࡞ۀΛϚΠχ ϯάͱݺͿ ͜ͷϝϯςφϯεΛߦ͏࡞ۀऀΛϚΠφʔͱݺͿ ૹۚऔҾʹෆਖ਼͕ແ͍͔ΛνΣοΫɾ؂ࢹ͠ɺෆਖ਼ͳ ΋ͷΛམͱ͠ɺ༗ޮͳऔҾ͚ͩΛঝೝ͠ɺͦΕΛ·ͱ Ίͯ୆ாʹॻ͖ࠐΉʢʹϓϧʔϑΦϒϫʔΫͷ࣮ࢪʣ Ұ൪࠷ॳʹϝϯςφϯε͕Ͱ͖ͨΒใु͕΋Β͑Δ ใु͸̎छྨ͋Γɺ৽ͨʹൃߦ͞ΕͨϏοτίΠϯͱɺ

    ϒϩοΫ಺ͷऔҾ಺ʹ͋Δૹ৴ख਺ྉΛड͚ͱΕΔ ෼ຖʹܧଓతʹߦΘΔʢΑ͏ʹௐ੔͞Ε͍ͯΔʣ ▸ ϚΠχϯάػث͸ҎԼͷΑ͏ʹਐԽͨ͠ $16 (16 Ϛϧν(16 '1(" "4*$ ʢ˞ʣΫϥ΢υϚΠχϯά ʢ˞ʣϓʔϧ࠾۷γεςϜ
 ɹɹɹɹɹˠɹෳ਺ਓͰ࡞ۀΛ෼ࢄ͢Δ ASIC Bitcoin Miner ϚΠφʔ͸ϘϥϯςΟΞͰ͸ͳ͘ܦࡁతͳ໨తͰϚΠχϯάΛߦ͍ͬͯΔ ϏοτίΠϯͷߏ੒ٕज़ʢίϯηϯαεɾΞϧΰϦζϜʣ ϚΠχϯά
  14. 2.Ծ૝௨՟ʹ͍ͭͯ 1SPPGPG4UBLF 1P4 ▸ ֻ͚ۚূ໌ ࢧ഑ΛѲ͍ͬͯΔʮྔʯͷׂ߹ʹԠ͡ ͯϚΠχϯά͕੒ޭ͢Δͱ͍͏ߟ͑ํ &UIFSFVNɺ#JUTIBSFT 1SPPGPG#VSO 1P#

    ▸ মࣦূ໌ ଞͷ௨՟ͷൃߦݖΛಘΔͨΊʹɺྫ͑͹Ϗο τίΠϯͷʮྔʯΛॲ෼͢Δͱ͍͏ߟ͑ํ ॻ੶ɿະདྷΛม͑Δ௨՟ ϏοτίΠϯվֵ࿦ 1#'54JFWF ▸ 1#'5ʢ1SBDUJDBM#Z[BOUJOF'BVMU 5PMFSBODFʣ ʮϏβϯνϯো֐ʯΛղܾ͢ΔͨΊͷ ΞϧΰϦζϜ 3JQQMFɺ4UFMMBSɺ)ZQFS-FEHFS ʢࢀߟʣ1SPPGPG8PSL 1P8 Ҏ֎ͷ߹ҙΞϧΰϦζϜ 1SPPGPG*NQPSUBODF 1P* ▸ ॏཁੑʹΑΔূ໌ ωοτϫʔΫʹରͯ͠ΑΓେ͖ͳʮॏཁ౓ʯ ʢऔҾྔ͕ଟ͍ͳͲͷෳࡶͳܭࢉʣΛ࣋ͭ Ϣʔβʔ͕ϒϩοΫΛੜ੒͠ɺใुಘΔͱ ͍͏ߟ͑ํ /&.
  15. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ՝୊Λվળ͢ΔϏοτίΠϯͷίΞσϕϩούʔ #*1ɿϏοτίΠϯվળఏҊ
 ˞ҎԼ͸஫໨͢΂͖#*1 ▸ #*1ʢ֊૚ܕܾఆੑ΢ΥϨοτʣ #*1ʢܾఆੑݤΛੜ੒͢ΔχʔϞ χοΫίʔυʣ ▸ #*1ʢεςϧεΞυϨεʣ

    ▸ #*1ʢϖΠϝϯτϓϩτίϧʣ #JUDPJO։ൃऀͷίϛϡχςΟ ɾϘϥϯςΟΞͳͷͰ
 ɹٛ຿΍੹೚·Ͱ͸ෛͬͯͳ͍ ɾϦόλϦΞϯʢ׬શࣗ༝ओٛʣ͕
 ɹଟ͍ʁ͜ͱ΋ෆ҆ࢹ͞Ε͍ͯΔʁʁ ɾ༗ࣝऀ͕ଟ਺ॴଐ͢Δ
 ɹ#MPDLTUSFBN͔Β΋Ұൠࢀը ॻ੶ɿϒϩοΫνΣʔϯͷিܸʢ೔ܦBPʣ ग़యɿhttps://www.w3.org/2016/04/blockchain-workshop/ 8FCٕज़ͷඪ४ԽஂମͰ͋Δ8$#MPDLDIBJOTBOEUIF8FC8PSLTIPQʢ೥݄೔ ೔ʣ͕
 ΞϝϦΧϘετϯ .*5 Ͱ։࠵͞Εͯඪ४Խ΁޲͚ͨಈ͖΋ঃʑʹਐΜͰ͍Δ
  16. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣใुΛड͚ΔϚΠφʔͷϞνϕʔγϣϯʢ൒ݮظʣ ▸ ϏοτίΠϯͷ࠾۷ྔ͸࠷ॳ͔Βܾ·͍ͬͯΔ ▸ ൃߦ্ݶ͸ ສ#5$ ▸ ௨՟Ձ஋ΛҰఆʹอͭͨΊʹϚΠφʔͷใुʢ࠾۷ྔʣ͸̐೥ຖʹ൒ݮ͍ͤͯ͞Δ ▸

    ̍ճ໨ͷ൒ݮظɿ೥݄೔ʢใु#5$ˠ#5$ʣ ▸ ̎ճ໨ͷ൒ݮظɿ೥݄೔ʢใु#5$ˠ#5$ʣ ▸ ̏̎ճ໨ͷ൒ݮظ·ͰͲΜͲΜใु͸ݮΔʢ೥Ҏ্ઌʣ ▸ ̏̏ճ໨͔Β͸ใु͸θϩ ˞ใुʹ͸ϏοτίΠϯͷ࠾۷ྔ͚ͩͰ͸ͳ͘ɺϒϩοΫ಺ʹ͋ΔऔҾͷख਺ྉ΋͋Δɻ
 ɹকདྷతʹ͸࠾۷ྔΑΓ΋͜ͷख਺ྉΛେྔʹड͚ͱΔ͜ͱͰϞνϕʔγϣϯ͕ҡ࣋͞ΕΔʁ
  17. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯ͕Ϗδωε༩͑ΔΠϯύΫτ ▸ ࠃࡍؒૹۚ ▸ ฼ࠃ΁ͷ࢓ૹΓɺ๵қΤεΫϩʔɺ48*'5ʢࠃࡍۜߦؒ௨৴ڠձʣͷதൈ͖
 ɹ˞௿ίετ ▸ ΞϯόϯΫτ ▸

    ۜߦޱ࠲Λ࣋ͨͳ͍ਓʹΑΔՁ஋ͷஷଂ΍Ҡస
 ɹ˞࣮֬ʹอଘɺࠃՈͷ՟ฎͷෆ҆ఆʹґଘͤͣʹ ▸ د෇ ▸ ඃࡂऀ΁ͷد෇
 ɹ˞࣮֬ʹ૬खʹد෇ɺதൈ͖ʹΑΔίετ࡟ݮ ▸ ϚΠΫϩϖΠϝϯτ ▸ খޱɾ௒খޱܾࡁʢॻ੶ͷϖʔδ୯ҐɺԻָ̍ۂ͚ͩͳͲʣ
 ɹ˞௿ίετɺϦΞϧλΠϜʹɹˠɹ৽͍͠αʔϏε͕ժੜ͑ͦ͏ ॻ੶ɿϒϩοΫνΣʔϯͷিܸʢ೔ܦBPʣ ⭐
  18. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣΧϥʔυίΠϯʢ$PMPSFE$PJOTʣ ϏοτίΠϯͷ֦ு ϏοτίΠϯϒϩοΫνΣʔϯ্ʹ͋Δઐ༻ͷεΫϦϓτʹΑͬ ༷ͯʑͳॲཧΛ࣮ݱͤ͞Δ ▸ ϏοτίΠϯͷࢿ࢈৘ใ ిࢠԽ͞Εͨ࠴ݖɺσδλϧίϯς ϯπɺిࢠԽ͞Ε࣮ͨ෺ࢿ࢈ͷݖར৘ใͳͲ ʹผͷʮ৭ʯ

    Λ෇͚Δ͜ͱͰɺϏοτίΠϯ্Ͱͦͷࢿ࢈Λసʑྲྀ௨ͤ͞ Δ ▸ גࣜ΍ূ݊ͱ͍ͬͨ௨՟Ҏ֎ͷࢿ࢈ΛऔҾ͢Δ͜ͱΛ໨ࢦ͍ͯ͠ Δ ˞ΧϥʔυίΠϯҎ֎ʹ΋υϝΠϯͷऔҾΛର৅ͱͨ͠/BNF$PJO ΍ɺσΟεΫ༰ྔΛചങ͢Δ4UPSKʢετϨʔδʣͳͲ΋͋Δɻ http://coloredcoins.org ग़యɿhttps://www.youtube.com/watch?v=fmFjmvwPGKU
  19. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ.*5ϝσΟΞϥϘҏ౻ᜨҰʢ+PJʣॴ௕ ʮ&NBJM͕Πϯλʔωοτᴈ໌ظͷΩϥʔΞϓϦͰ͋ͬͨͷͱಉ༷ʹɺ ๻͸#JUDPJO͕ϒϩοΫνΣʔϯʹͱͬͯͷ࠷ॳͷΩϥʔΞϓϦͩ ͱߟ͍͑ͯΔɻF#BZɺ"NB[PO͓Αͼ(PPHMFʹ૬౰͢Δ΋ͷ͕ ൃ໌͞Εͭͭ͋ΔͷͩɻϒϩοΫνΣʔϯ͸ۜߦۀɺ๏཯ͦͯ͠ձ ܭۀʹͱͬͯɺϝσΟΞɺ঎ۀ͓Αͼ޿ࠂۀʹͱͬͯͷΠϯλʔωο τʹ૬౰͢ΔมԽΛ΋ͨΒ͢ؾ͕͍ͯ͠ΔɻϒϩοΫνΣʔϯ͸ί ετΛ࡟ݮ͠ɺϏδωεͷ༷ʑͳϨΠϠʔͰͷதൈ͖ޮՌΛ΋ͨΒ ͠ɺຎࡲཁૉΛܰݮ͢Δ͜ͱͩΖ͏ɻͦͯ͠͝ଘ஌ͷΑ͏ʹɺ͋Δ

    ऀͷຎࡲ͸ଞͷऀͷ࣮ೖΓʹͳΔͷͩɻʯ ϏοτίΠϯͷະདྷʹ͍ͭͯϫΫϫΫ͍ͯ͠Δ ͋ͱ਺೥͔͚ͯɺͬ͘͡ΓҭͯΔඞཁ͕͋Δ ίΞٕज़ऀͷ৘೤ؾബͳঢ়گʹ͍ͭͯ͸৺഑͍ͯ͠Δ ग़య http://itpro.nikkeibp.co.jp/atcl/column/15/121000283/121000001/ ग़య https://joi.ito.com/jp/archives/2016/03/01/005582.html ग़య https://joi.ito.com/jp/archives/2015/01/23/005568.html
  20. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ վΊͯϒϩοΫνΣʔϯͱ͸ ▸ Ұఆ࣌ؒʹ͋Δ༰ྔͷऔҾͷه࿥ͱͯ͠·ͱΊΔʢʹϒϩοΫʣ ▸ औҾه࿥ͷ·ͱ·Γ͸ωοτϫʔΫ্ʹ୆ாʢશऔҾཤྺσʔλ ͱͯ͠อଘɾެ։͢Δ ▸ ୆ா͸෼ࢄͨ͠ଟ਺ͷϊʔυʹอଘ͞Εɺ஗Ԇͦ͜͢Δ͕ಉظ͞ΕΔ ▸

    طଘͷऔҾه࿥ʢϒϩοΫʣʹ৽͍͠औҾه࿥ʢϒϩοΫʣΛ௥Ճ͢ΔࡍʹɺνΣʔϯ ঢ়ʹ࣍ʑͱ௥Ճ͢Δ͜ͱ͔ΒɺzϒϩοΫνΣʔϯzͱݺͿ ▸ ֬ఆͨ͠औҾͷ಺༰͸मਖ਼Ͱ͖ͳ͍ ɹɹɿ ɹɹɿ ▸ ϊʔυؒͷه࿥ʹࠩҟ͕ੜͨ͡৔߹ʹ͸ɺҰఆͷϧʔϧʹجͮ͘ଟ਺ܾ౳ʹΑͬͯਖ਼౷ͳه࿥Λܾఆ͢ Δ͜ͱʹΑΓɺه࿥ͷಉظΛ֬อ͍ͯ͘͠࢓૊Έʹͳ͍ͬͯΔ ⭐
  21. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ੈքͷओཁϓϩδΣΫτ 3$POTPSUJVN )ZQFSMFEHFS1SPKFDU #JUDPJO$PSF &UIFSFVN'PVOEBUJPO ύʔϛϯγϣϯυܕϒϩοΫνΣʔϯ ύϒϦοΫܕϒϩοΫνΣʔϯ ۚ༥ܥاۀ ITاۀ

    $PSEB 'BCSJD +VOP 4XBUPPUI-BLF #JUDPJO &UIFSFVN &SJT )ZESB$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੶ɿFinTechֵ໋ʢ೔ܦBPʣ ։ൃ ʢͦͷଞʣถ/"4%"2ɹˠɹ-JOR 48*'5 ,FZDIBJO ⭐
  22. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷ෼ྨ ▸ ެ։ൣғͷ෼ྨ ύϒϦοΫʢ1VCMJDʣ ෆಛఆଟ਺͕ࣗ༝ʹࢀՃɾ཭୤Մೳ ίϯιʔγΞϜʢ$POTPSUJVNʣ ಛఆͷ૊৫ɾάϧʔϓ͕ࢀՃ ϓϥΠϕʔτʢ1SJWBUFʣ ୯Ұͷ૊৫ɾάϧʔϓͷΈ͕ࢀՃ

    ▸ ৴༻ʢτϥετʣͷ෼ྨ τϥετϨεʢ5SVTUMFTTʣ ࢀՃऀؒͷ৴པΛཁ͠ͳ͍ τϥεςουʢ5SVTUFEʣ ࢀՃऀؒͷ৴པʹجͮ͘ ▸ ݖݶ؅ཧʢύʔϛογϣϯʣͷ෼ྨ ύʔϛογϣϯϨεʢ1FSNJTTJPOMFTTʣ ݖݶ੍ޚͳ͠ ύʔϛογϣφϒϧʢ1FSNJTTJPOBCMFʣ ݖݶ੍ޚͰ͖Δ ύʔϛογϣϯυʢ1FSNJTTJPOFEʣ ݖݶ੍ޚ͕ඞཁ ॻ੶ɿϒϩοΫνΣʔϯͷিܸʢ೔ܦBPʣ
  23. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣ&UIFSFVNʢΠʔαϦΞϜʣ ▸ ύϒϦοΫϒϩοΫνΣʔϯ ▸ νϡʔϦϯά׬શͳϓϩάϥϛϯάݴޠΛ࢖ͬͯɺ ༷ʑͳ෼ࢄΞϓϦέʔγϣϯʢ%BQQTʣΛߏஙՄ ೳʹ͢ΔεϚʔτίϯτϥΫτʢ˞ޙड़ʣϓϥοτ ϑΥʔϜ ▸

    ϚΠΫϩιϑτ͕#BB4Λఏڙ
 ίϯτϥΫτΛॻ͘ݴޠͷҰͭͰ͋Δ4PMJEJUZ͸ 7JTVBM4UVEJP؀ڥʹ౷߹ ▸ 1ZUIPOϥΠΫͳίϯτϥΫτݴޠͱͯ͠4FSQFOU͕ ͋Δ https://www.ethereum.org ˞νϡʔϦϯά׬શɿݱࡏͷίϯϐϡʔλ͕Ͱ͖Δ͜ͱͰ͋Ε͹ಉ͘͡ಉ༷ ʹͳΜͰ͋Ε࣮ߦͰ͖ΔΑ͏ͳ൚༻ੑͷ͋ΔॲཧγεςϜʢ$ݴޠ౳ʣ ΠʔαϦΞϜೖ໳ɿhttp://book.ethereum-jp.net
  24. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣ)ZQFS-FEHFS1SPKFDU ▸ -JOVY'PVOEBUJPOʹΑΔϒϩοΫνΣʔϯٕज़ʹؔ͢ Δڞಉ։ൃϓϩδΣΫτ ▸ ঎औҾΛࢧ͑Δݎ࿚ͳۀք޲͚ΞϓϦέʔγϣϯ΍ϓϥο τϑΥʔϜɺϋʔυ΢ΤΞγεςϜͷߏஙΛ໨ࢦ͢ ▸ ෼ࢄܕ୆ாʢ෼ࢄϨδϟʔɿ%JTUSJCVUFE-FEHFSʣϑ

    ϨʔϜϫʔΫΛΦʔϓϯιʔεͰ։ൃ ▸ ถ*#.΍ถΠϯςϧɺถϰΠΤϜ΢ΣΞɺΞΫηϯνϡ ΞɺγείɾγεςϜζɺ+1ϞϧΨϯɺϩϯυϯূ݊ औҾॴάϧʔϓɺ3ͷଞɺ೔ຊاۀͰ͸෋࢜௨΍ .6'(ͳͲɺओʹ೔ถԤͷ*5΍ۚ༥ʹؔ͢Δ߹ܭࣾ ͕ૣظ͔Βؔ༩ ग़యɿHyperledger Fabric V1
 https://vimeo.com/183048793 'BCMJDͷίϯτϥΫτ͸(PݴޠͰ࡞੒͢Δ
  25. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣ3$&7 Tim Swanson ▸ ถࠃϑΟϯςοΫاۀ3$&7͕ࣾओಋ͢ ΔίϯιʔγΞϜͰɺݱࡏੈք֤ࠃͷ ߦҎ্ͷۚ༥ػ͕ؔࢀՃ͍ͯ͠·͢ ʢ೥݄຤ݱࡏʣ ▸

    ࠃ಺Ͱ͸.6'(͕Ұ൪࠷ॳʹࢀՃ ▸ ͜ͷίϯιʔγΞϜ͸ɺϒϩοΫνΣʔϯ ٕज़Λ׆༻͠ɺۚ༥ࢢ৔ͷޮ཰ԽʹऔΓ૊ Ήੈք࠷େڃͷϫʔΩϯάάϧʔϓͰ͢ɻ ▸ ϒϩοΫνΣʔϯ։ൃ༻ͷιϑτ΢ΣΞ ʮ$PSEBʯΛ։ൃ ˞$PSEB͸044Ͱ͸ͳ͍ɻඇެ։
  26. 4.ࠃ಺֎Ͱͷಈ޲ ւ֎ͷಈ޲ ▸ ถࠃɿϕϯνϟʔ΁ͷ୹ظΤάδοτʹݻࣥͤͣɺۚ༥ۀքͷมֵ͢Δ·Ͱ௕ظͰࢧԉ͢Δ ౤ࢿ͕ଟ਺ೖͬͯΔঢ়گʢ੒ख़܏޲ʁʣ˞ݸਓݟղ ▸ γϯΨϙʔϧɿ'JO5FDIαʔϏεͷൃలʹ޲͚ͨ࿮૊Έ 3FHVMBUPSZ4BOECPY Λ༻ҙ͠ɺ ଞࠃ͕ͲΜͲΜࢀೖͯ͠1P$ʢ1SPPGPG$PODFQUʣ͕ߦΘΕ͍ͯΔ

    ▸ ΤετχΞɿ੓෎͕ిࢠΧʔυΛൃߦʢೲ੫ɺબڍɺࣄۀઃཱɺۜߦखଓ͖ͳͲ͕શͯ਱ ߦʣ ▸ ೆΞϑϦΧɺέχΞɿ.1FTB Ծ૝௨՟Ͱ͸ͳ͍͕ ͷྲྀߦɺ#JUQFTB ▸ தࠃɿதԝۜߦ͕ຊؾʹͳ͖ͬͯͨ ग़యɿhttp://gaiax-socialmedialab.jp/post-28328/ .1FTB
  27. 4.ࠃ಺֎Ͱͷಈ޲ ࠃ಺ͷಈ޲ ͞·͟·ͳۜߦɺاۀ͕1P$ʢ1SPPGPG$PODFQUɿ֓೦࣮ূʣͳͲΛߦ͍ͬͯΔ ▸ ۚ༥ி ▸ தԝۜߦʢ೔ۜʣ ▸ +19ʢ೔ຊূ݊औҾॴʣ ▸

    ۚ༥ػؔʢओʹϝΨόϯΫʣ ▸ .6'(ɺ.*;6)0ɺࡾҪॅ༑ɺ;͓͔͘'(ʢࢁ࡚ઌੜʣɺͳͲ ▸ 'JO5FDIاۀ ▸ #JU'MZFSɺ#JU#BOLɺςοΫϏϡʔϩɺ0SCɺΧϨϯγʔϙʔτɺίϯηϯαεϕΠζɺ
 /BZVUBɺγϏϥɺϋ΢Πϯλʔφγϣφϧɺz&ZFT +"1"/zɺ,FZDIBJOʢ˞ޙड़ʣɺͳͲ ▸ େख4*ϕϯμʔ ▸ /3*ɺ෋࢜௨૯ݚɺ44*%ɺ/55σʔλɺ೔ཱ੡࡞ॴɺͳͲ ▸ *5اۀ ▸ ιϑτόϯΫɺΨΠΞοΫεɺ(.0ɺͳͲ
  28. 4.ࠃ಺֎Ͱͷಈ޲ ϒϩοΫνΣʔϯϋϒ https://www.blockchainhub.co.jp #$$$ʢϒϩοΫνΣʔϯਪਐڠձʣ +#"ʢ೔ຊϒϩοΫνΣʔϯڠձʣ http://jba-web.jp http://bccc.global/ja/ ʢࢀߟʣࠃ಺ͰීٴΛଅਐ͢Δاۀ΍ஂମʢൈਮʣ https:// www.facebook.com/

    groups/ 592411710814685 Ծ૝௨՟ษڧձ ϒϩοΫνΣʔϯݚڀॴ https:// www.facebook.com/ groups/bitcoinlab 4NBSU$POUSBDU+BQBO
 .FFUVQ http:// www.meetup.com/ ja-JP/Smart- Contract/ Ұൠࣾஂ๏ਓ೔ຊσδλ ϧϚωʔڠձ http:// www.digitalmoney. or.jp
  29. 6.ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯ %"0%"$ ▸ %"0͸ʮ෼ࢄཱࣗܕ૊৫ʢ%JTUSJCVUFE%FDFOUSBMJ[FE"VUPOPNPVT0SHBOJ[BUJPOʣʯ ▸ %"$͸ʮ෼ࢄཱࣗܕاۀʢ%JTUSJCVUFE%FDFOUSBMJ[FE"VUPOPNPVT$PNQBOZʣʯ ▸ اۀͷܦӦΛɺϒϩοΫνΣʔϯΛ༻͍ͯࣗಈԽ͢Δߏ૝ ▸ ਓΛҰ੾հࡏͤͣʹࣗಈతʹϏδωεΛճͨ͢Ίͷ࢓૊Έ

    ▸ ΢Σϒ্ͷγϣοϓ͕ɺ͢΂ͯϒϩοΫνΣʔϯ্ͷεϚʔτίϯτϥΫτʹΑͬͯӡ ༻͞ΕΔࣗಈӡసاۀ͕࣮ݱ͢ΔͩΖ͏ͱ͍͏༧ଌ΋͋Δ ▸ ϒϩοΫνΣʔϯͷԠ༻ʹΑΓɺ೑ମ࿑ಇ͔Βਓؒͷҙܾࣝఆʹ͔͔ΘΔ෦෼·Ͱࣗಈ Խ͢Δੈք͕ɺ͜ͷઌͷະདྷʹ๚ΕΔͷͰ͸ʁͱ΋ݴΘΕ͍ͯΔ ▸ ͞Βʹʢ"*ͷਐԽͰʣҙࢥܾఆ·Ͱ͕ػցʹΑͬͯվળ͞Εɺͦͷه࿥ΛϒϩοΫνΣʔ ϯͰӬଓతʹه࿥ͯ͠ূ໌͞ΕΔੈք·Ͱ͕࣮ݱ͞ΕΔ͜ͱͰɺਓʑͷੜ͖ํɺಇ͖ ํɺاۀͷମܥ·Ͱ͕࠶ఆٛ͞ΕΔੈք͕๚ΕΔ͔΋͠Εͳ͍ʁʁʁ ⭐
  30. 6.ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯ ʢ͓·͚ʣYY5FDIͷྲྀΕʢݸਓతݟղʣ "E5FDI &EV5FDI 'JO5FDI )FBMUI5FDI 3F5FDI "HSJ5FDI ޿ࠂ ڭҭ

    ۚ༥ ҩྍ ೶ۀ ෆಈ࢈ ͜ͷઌ͸ʁ $JWJD5FDI ެڞ ɹɹɹɹɹɹʴɹ ɹαεςΟφϏϦςΟ ˞޿͘؀ڥɾࣾձɾܦࡁͷ̏ͭͷ ؍఺͔Β͜ͷੈͷதΛ࣋ଓՄೳʹ ͍ͯ͘͠ͱ͍͏ߟ͑ํ *OTVSBODF5FDI อݥ YY5FDI XX -FHBM5FDI ๏཯ IoT C2C M2M
  31. ࢀߟจݙ ࢀߟจݙʢʣ ࿦จʰ#JUDPJO"1FFSUP1FFS&MFDUSPOJD$BTI4ZTUFNʱ4BUPTIJ/BLBNPUP<> ࿦จʢ೔ຊޠ༁ʣʰ೔ຊޠͰಡΉϏοτίΠϯݪ࿦จ<CZ4BUPTIJ/BLBNPUP>ʱDPJODIFDL<>
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  32. ࢀߟจݙ ࢀߟจݙʢʣ ˞ຊࢿྉ͸ɺ͜ΕΒͷࢀߟจݙ౳Λར༻ͯ͠࡞੒͍ͯ͠Δ΋ͷͰ͋ΓɺຊϨϙʔτͷ಺༰ʹؔͯ͠͸ɺͦͷ༗༻ੑɺਖ਼֬ੑɺ஌తࡒ࢈ݖ ͷෆ৵֐౳ͷҰ੾ʹ͍ͭͯɺࣥචऀٴͼࣥචऀ͕ॴଐ͢Δ૊৫͕೗ԿͳΔอূΛ͢Δ΋ͷͰ΋͋Γ·ͤΜɻ·ͨɺຊࢿྉͷಡऀ͕ɺຊࢿ ྉ಺ͷ৘ใͷར༻ʹΑͬͯଛ֐Λඃͬͨ৔߹΋ɺࣥචऀٴͼࣥචऀ͕ॴଐ͢Δ૊৫͕೗ԿͳΔ੹೚Λෛ͏΋ͷͰ΋͋Γ·ͤΜɻ ॻ੶ʰ'JOUFDIۚ༥ҡ৽΁ʱΞΫηϯνϡΞ<> ॻ੶ʰ%FDFOUSBMJ[FE"QQMJDBUJPOT)BSOFTTJOH#JUDPJOT#MPDLDIBJO5FDIOPMPHZʱ4JSBK3BWBM ॻ੶ʰ'JO5FDIೖ໳ʱ⁋༱հɺ୍ढ़༤<> ॻ੶ʰ'JOUFDIͱ͸Կ͔ʕۚ༥αʔϏεͷຽओԽΛ΋ͨΒ͢Πϊϕʔγϣϯʱ۾ຊਖ਼׮ দݪٛ໌<>

    ॻ੶ʰ'JO5FDIͷিܸʱ৓ాਅۏ<> ॻ੶ʰ'JO5FDIֵ໋ʲ૿ิվగ൛ʳɹະདྷͷۚ༥͸ςΫϊϩδʔ͕૗ͰΔʱ೔ܦ#1ࣾ<> 8FCʰϒϩοΫνΣʔϯͷՄೳੑͱ՝୊ʱߴ໦૱Ұ࿠<> 8FCʰ'JO5FDIͷ՝୊ͱࠓޙͷํ޲ੑʹؔ͢Δݕ౼ձ߹ʢ'JO5FDIݕ౼ձ߹ʣʱܦࡁ࢈ۀল<> 8FCʰ࢈ۀɾۚ༥ɾ*5༥߹ʹؔ͢Δݚڀձʢ'JO5FDIݚڀձʣʱܦࡁ࢈ۀল<> 8FCʰ'JO5FDIֵ໋ͱۜߦ΁ͷӨڹd*5͕΋ͨΒ͢৽͍ۚ͠༥αʔϏεdʱΈͣ΄૯߹ݚڀॴ<> 8FCʰϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʢใࠂॻ֓ཁࢿྉʣʱܦࡁ࢈ۀল<> 8FCʰϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʢใࠂॻʣʱ໺ଜ૯߹ݚڀॴ<> 8FCʰϒϩοΫνΣʔϯಋೖʹ͓͚Δ՝୊ͱͦͷରԠʹ͍ͭͯʱ/55σʔλ<> 8FCʰεϚʔτϓϩύςΟͷ֓ཁͱίϯςϯπ؅ཧ΁ͷద༻ʱ/55αʔϏεΤϘϦϡʔγϣϯݚڀॴ<> χϡʔεϝσΟΞʰ#5$/ʢϏοτίΠϯχϡʔεʣʱϏοτόϯΫגࣜձࣾ<ʙ>