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Blockchain for Pythonistas(短縮版)

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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

40e86de32af123cd0460d2e5326c5573?s=128

abenben

October 12, 2016
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  1. #MPDLDIBJOGPS1ZUIPOJTUBTʢॖখ൛ʣ ΈΜͳͷ1ZUIPOษڧձ  ͋΂Μ΂Μ ˞஫ҙ̍ɿຊࢿྉ͸ϒϩοΫνΣʔϯͷઐ໳ٕज़ऀʹΑΔൃදࢿྉͰ͸͋Γ·ͤΜɻ

  2. ΞδΣϯμ ΞδΣϯμ ࣗݾ঺հʢ෼ʣ 'JO5FDIʹ͍ͭͯʢ෼ʣ Ծ૝௨՟ʹ͍ͭͯʢ෼ʣ ϒϩοΫνΣʔϯʹ͍ͭͯʢ෼ʣ ࠃ಺֎Ͱͷಈ޲ʢ෼ʣ 1ZUIPOΛར༻ͨ͠ྫʢ෼ʣ ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯʢ෼ʣ ·ͱΊʢ෼ʣ

  3. ΞδΣϯμ ࠓ೔࣋ͪؼͬͯཉ͍͜͠ͱ ͬ͘͟Γͱͨ֓͠ཁ ϒϩοΫνΣʔϯʹ৮ΕΔ࣌ͷ͖͔͚ͬ ੈͷதͷಈ͖ ൃද͸ࢿྉ͸ҎԼͷϒϩάʹఴ෇͠·͢ɿStand Up and Shout!ʢϒϩάʣ
 http://abenbenben.hatenablog.com

  4. ࣗݾ঺հ

  5. 0.ࣗݾ঺հ ࣗݾ঺հ ▸ ໊લɿ͋΂Μ΂ΜʢѨ෦Ұ໵ʣ ▸ 5XJUUFSɿ!BCFOCFO ▸ ॴଐɿۚ༥ؔ܎ ▸ ৬ۀɿϑΝΠφϯγϟϧΤϯδχΞ

    ▸ ग़਎ɿ๺ւಓʢ಩খ຀ࢢʣ
  6. 0.ࣗݾ঺հ 4QBSL ▸ ΦϥΠϦʔʮ4QBSLʹΑΔ࣮ફσʔλղੳʯ ຋༁ϨϏϡʔ ̕ষʮϞϯςΧϧϩγϛϡϨʔγϣϯʹ
 ɹɹɹɹΑΔۚ༥ϦεΫͷਪఆʯ https://www.amazon.co.jp/dp/487311750X/

  7. 0.ࣗݾ঺հ #.*"ձһ ▸ #.*"ɿҰൠࣾஂ๏ਓϏδωεϞσϧΠϊϕʔγϣϯڠձ BMIA http://www.bmia.or.jp

  8. 0.ࣗݾ঺հ 1ZUIPOେ޷͖    ͣͬͱύτϩϯͰʂ

  9. 0.ࣗݾ঺հ ಇ͖ํɾ૊৫ɾΠϊϕʔγϣϯɾະདྷɾαεςΟφϒϧ ಇ͖ํ Πϊϕʔγϣϯ αεςΟφϒϧ ૊৫ʢ૊৫ͷதͰͷํ޲ੑʣ ະདྷ ˞αεςΟφϒϧɿ ؀ڥɾࣾձɾܦࡁͷ ̏ͭͷ؍఺͔Β͜ͷ

    ੈͷதΛ࣋ଓՄೳʹ͠ ͍ͯ͘ͱ͍͏ߟ͑ํ
  10. 'JO5FDIʹ͍ͭͯ

  11. 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 ⭐
  12. 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 ⭐
  13. 1.FINTECHʹ͍ͭͯ ىݯɿ1BZ1BMϚϑΟΞˏγϦίϯόϨʔ 1BZ1BMɿ೥૑ۀ ϐʔλʔɾςΟʔϧ
 ʢ૑ۀऀɺ
 ɹ'BDFCPPLେن໛౤ࢿʣ ϚοΫεɾϨϒνϯ
 ʢ"⒏SNʣ ΠʔϩϯɾϚεΫ
 ʢ5FTMBɺ4QBDF9ʣ

    ϦʔυɾϗϑϚϯ
 ʢ-JOLFE*Oʣଞ ग़యɿhttps://en.wikipedia.org/wiki/PayPal_Mafia ⭐
  14. 1.FINTECHʹ͍ͭͯ ʢࢀߟʣ1BZQBMϚϑΟΞˏγϦίϯόϨʔ ग़యɿhttp://urx.mobi/yiMb

  15. 1.FINTECHʹ͍ͭͯ ւ֎ͷ'JO5FDIࢢ৔ ग़యɿhttp://insights.venturescanner.com/2016/03/04/fintech-q1-update-in-15-visuals/ ॻ੶ɿFintech ۚ༥ҡ৽΁ɹஶऀɿΞΫηϯνϡΞ ͢Ͱʹ ࣾҎ্ʢʣ  ෼ྨͱͯ͠͸༥ࢿ΍ܾࡁ͕ଟ͍

  16. 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 ⭐
  17. 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 ⭐
  18. 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
  19. 1.FINTECHʹ͍ͭͯ ʢࢀߟʣۚ༥ػؔʹ͓͚ΔऔΓ૊Έʢ࿈ܞ͔ର߅͔ʁʣ ॻ੶ɿFintechͷিܸʢ೔ܦBPࣾʣ

  20. 1.FINTECHʹ͍ͭͯ ʢࢀߟʣ೔ຊͷ'JO5FDIͷ౤ࢿن໛͸ʁ ւ֎ͷ౤ࢿֹ͸೥͔Β೥͸̎ഒɹ˞೥͔Β೥͸̏ഒ ւ֎ͷൺ཰ʹൺ΂Δͱࠃ಺ͷ౤ࢿ͸গͳ͍ʢʹւ֎͔ΒͷڴҖʹವΈࠐ·Ε΍͍͢ʣ ॻ੶ɿFintech ۚ༥ҡ৽΁ʢΞΫηϯνϡΞʣ ग़యɿhttp://www.nikkei.com/article/DGXLASFS22H4Q_T20C16A8MM0000/ اۀλΠϓ ౤ࢿֹʢ100ສυϧʣ ถࠃ

    12,210 தࠃ 1,970 Πϯυ 1,650 ΠΪϦε 970 ӳࠃ 770 ϑϥϯε 190 ೔ຊ 65 ࠃผͷ౤ࢿֹʢ೥ʣ ೔ຊ͸ถࠃͷ1/200ɺ தࠃͷ1/30͔͠ͳ͍ʂʂ
  21. Ծ૝௨՟ʹ͍ͭͯ

  22. 2.Ծ૝௨՟ʹ͍ͭͯ Ծ૝௨՟ͱ͸ ωοτϫʔΫ্ͷόʔνϟϧͳੈքͰྲྀ௨͢Δ௨՟ ϏοτίΠϯ͸Ծ૝௨՟ʢσδλϧ௨՟ɿEFHJUBM DVSSFODZʣͷ̍ͭͰ͋Δ ೔ຊͰ͸Ծ૝௨՟ͱݺ͹ΕΔ͜ͱ͕ଟ͍͕ɺւ֎Ͱ ͸҉߸௨՟ʢDSZQUDVSSFODZʣͱݺͿ ಛ௃ ɹʮ੓෎΋ۜߦ΋հࡏͤͣʹɺ௚઀ݸਓಉ࢜΍͓ళͱ
 ɹɹ͓ۚʢ·ͨ͸Ձ஋΍৴པʣΛऔҾʢҠసɺަ׵ʣɹ

    ɹɹͰ͖Δʯ ͦͷதͰ࠷΋஌໊౓͕ߴ͘ɺྲྀ௨ͷେ൒ʹͳ͍ͬͯΔ ͷ͸ϏοτίΠϯ͕ͩɺͦΕҎ֎ʹछҎ্ͷԾ૝ ௨՟͕ଘࡏ͢Δ Ծ૝௨՟ͷ࣌Ձ૯ֹҰཡɹIUUQDPJODBQJP ௨՟ͷҰཡ͸IUUQDPJONBSLFUDBQDPN΋༗໊ ⭐
  23. 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
  24. 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 ⭐
  25. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣϏοτίΠϯͷΤΫεϓϩʔϥʔ ग़యɿhttps://markets.blockchain.info/ ݱࡏ͸ถυϧલޙ

  26. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣDIBJO'MZFSʢΤΫεϓϩʔϥʔʣ ग़యɿhttp://chainflyer.bitflyer.jp

  27. 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 ⭐
  28. 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
  29. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ ҰൠతͳϏοτίΠϯͷΫϥΠΞϯτιϑτʢCJUDPJODPSFʣΛ Πϯετʔϧͯ͠"1*ͳͲΛࢼͯ͠ݟΔ

  30. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ

  31. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ

  32. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ

  33. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ

  34. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ

  35. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷٕज़తʹ৮ΕΔʹ͸ʢʣ "1*ͷҰཡ ग़యɿOriginal Bitcoin client/API calls list https://en.bitcoin.it/wiki/Original_Bitcoin_client/API_calls_list ग़యɿBitcoin:

    bitcoind APIͷ·ͱΊ http://qiita.com/hshimo/items/9e14396c5277b6dab85f
  36. 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 ⭐
  37. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢϋογϡؔ਺ʣ ϋογϡؔ਺͸Կ͔Λೖྗͨ͠ΒҰఆͷϧʔϧʹै͍Կ͔Λฦ͢΋ͷ ݻఆ௕ʢ4)"Ͱ͸ܻʣ ҧ͏ೖྗ͔Βಉ͡஋͸ग़ྗ͞Εͳ͍ Ұํ޲ੑͰ͋Δʢग़ྗ͔ΒೖྗΛࢉఆ͢Δ͜ͱ͕΄΅ෆՄೳʣ ϏοτίΠϯͰ͸4)"ɺ3*1.&%Λར༻ https://github.com/libbitcoin/libbitcoin-explorer ⭐

  38. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢϋογϡؔ਺ʣ

  39. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢϋογϡؔ਺ʣ https://github.com/libbitcoin/libbitcoin-explorer

  40. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢެ։伴҉߸ʣ ެ։ݤ҉߸ͱ͸҉߸Խͱ෮߸ʹ ผʑͷݤΛ༻͍Δ҉߸Խํࣜ ݤΛʮຊਓ͚͕ͩ༻͍Δݤ ൿີݤ ʯ ͱʮ୭Ͱ΋ར༻Ͱ͖Δݤ ެ։ݤ ʯͷ

    ೋͭʹ෼͚Δ͜ͱͰݤͷड͚౉͠໰୊ Λղܾ ⭐
  41. 2.Ծ૝௨՟ʹ͍ͭͯ ϏοτίΠϯͷߏ੒ٕज़ʢిࢠॺ໊ʣ ωοτϫʔΫܦ༝Ͱૹ৴ͨ͠σʔλ͕ਖ਼͠ ͍΋ͷͰ͋Δ͜ͱΛূ໌͢Δ࢓૊Έ ⭐

  42. 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 ⭐
  43. 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
  44. 2.Ծ૝௨՟ʹ͍ͭͯ τϥϯβΫγϣϯ ϏοτίΠϯͷߏ੒ٕज़ʢϓϧʔϑΦϒϫʔΫʣ

  45. 2.Ծ૝௨՟ʹ͍ͭͯ ϒϩοΫ ϏοτίΠϯͷߏ੒ٕज़ʢϓϧʔϑΦϒϫʔΫʣ

  46. 2.Ծ૝௨՟ʹ͍ͭͯ ίϯηϯαεʢ߹ҙʣΞϧΰϦζϜͱ͸ ϓϧʔϑΦϒϫʔΫʢ1SPPGPG8PSLɺ1P8ʣ ಠཱͯ͠ಈ͘ෳ਺ͷίϯϐϡʔλʔϊʔυͷؒͰɺԿΒ͔ͷʮ߹ҙʯΛ੒ཱͤ͞ΔͨΊͷΞϧΰϦζϜ ϏοτίΠϯ͕࠾༻͢Δ߹ҙΞϧΰϦζϜ͸ϓϧʔϑΦϒϫʔΫ ϏοτίΠϯҎ֎ͷԾ૝௨՟Ͱ͸ผͷ߹ҙΞϧΰϦζϜ΋࠾༻͞Ε͍ͯΔ ʮ࡞ۀྔʹΑΔূ໌ʯ ίϯϐϡʔλʔʹ๲େͳܭࢉྔΛ͔͚ͤ͞Δ͜ͱͰίΠϯͷِ଄Λ๷͙࢓ֻ͚ OBODFͱݺ͹ΕΔϥϯμϜ஋Λൃݟ͢ΔʢΫΠζͬΆ͍ʣͨΊίϯϐϡʔλʔϦιʔε͕ඞཁͱͳΔ ϋογϡؔ਺ͷग़ྗ஋͔Βೖྗ஋Λ୳͢Α͏ͳ࡞ۀʢগ͠ϧʔϧΛઃ͚ͯ෼ఔ౓Ͱղ͚ΔΑ͏ʹ޻෉ʣ

    ஋Λݟ͚ͭͨΒωοτϫʔΫ্ʹ௨஌ͯ͠ঝೝΛಘΔʢ୭͔͕ݟ͚ͭͨ஋͔Β౴͑Λ֬ೝ͢Δͷ͸؆୯ʣ ঝೝʹ͸໿෼ఔ౓͔͔ΔΑ͏ʹઃఆ͞Ε͍ͯΔ վ᜵͢Δʹ͸աڈ෼͔Β૎ͬͯશϒϩοΫΛ࠶ܭࢉ͢Δ͜ͱʹͳΔͷͰɺലେͳܭࢉྔ͕ඞཁͳͷͰɺ
 ͦΕͩͬͨΒϚΠχϯάʢ˞ޙड़ʣͯ͠ใुΛಘͨํ͕·ͩϚγ ϝʔϧͷ)BTI$BTI͔ΒώϯτΛಘͨ ϏοτίΠϯͷߏ੒ٕज़ʢϓϧʔϑΦϒϫʔΫʣ ⭐
  47. 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
  48. 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 /&.
  49. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣϏοτίΠϯ͔ΒΈΔϒϩοΫνΣʔϯٕज़ͷಛ௃ͱ՝୊ www.meti.go.jp/press/2016/04/20160428003/20160428003-2.pdf ग़యɿܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ ՝୊΋ଟ͘ɺίΞ։ൃऀ ʢ˞ޙड़ʣ౳ʹΑͬͯݕ౼ ͕ਐΊΒΕ͍ͯΔ ՝୊Λղܾ͢ΔͨΊʹ༷ʑ ͳͱ͜Ζ͔Βɺผͷϒϩο ΫνΣʔϯͷ࢓ֻ͚͕ఏҊ

    ͞Ε͍ͯΔ
  50. 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
  51. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ#*1<ϏοτίΠϯվળఏҊ>ͷϦετ ग़యɿhttps://github.com/bitcoin/bips #*1͸(JU)VC্Ͱެ ։ (FU(FNT΍.FFU6Qɺ 4LZQF౳Ͱ׆ൃʹٞ ࿦͕ਐΊΒΕ͍ͯΔ ೥ʹ਺ճɺςʔϚ͝ ͱͷձ߹͕ߦΘΕͯ

    ͍Δ ϚΠφʔ΁΋഑ྀΛ ߦͳ͍ͳ͕Β৻ॏʹ վળ͕ਐΊΒΕ͍ͯ Δ
  52. 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
  53. 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 ⭐
  54. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣϏοτίΠϯͱ҉߸௨՟ςΫϊϩδʔͷ࣋ͭՄೳੑ ʢݪ୊ɿ5IFSFBMWBMVFPG#JUDPJOBOEDSZQUPDVSSFODZUFDIOPMPHZʣ https://www.youtube.com/watch?v=cmKQZlL0ZP0

  55. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣϏοτίΠϯҎ֎ͷԾ૝௨՟ɺϏοτίΠϯͷ֦ு

  56. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣΞϧτίΠϯ ϏοτίΠϯҎ֎ͷԾ૝௨՟ ҉߸௨՟ ͷ͜ͱʢ୅දతͳ΋ͷΛ͍͔ͭ͘ʣ Bitcoin೔ຊޠ৘ใαΠτ http://jpbitcoin.com/altcoins

  57. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ̧JQQMF https://ripple.com όϦσʔλɾϊʔυͱݺ͹Ε͍ͯ Δ͋Β͔͡ΊܾΊΒΕͨগ਺ϊʔ υͷΈ͕औҾΛঝೝͯ͠୆ாΛߋ ৽͢Δ͜ͱͰ୹࣌ؒͰܾࡁ͢Δɻ
 ಠࣗ*06ɿୈࡾऀ͕ൃߦ͢Δ༬͔ ΓূͷΑ͏ͳ΋ͷ #JUDPJOͷٕज़ΛԠ༻ܾͨ͠ࡁγεςϜ͓Αͼ֎ࠃҝସɾૹۚઐ༻ͷωοτϫʔΫ

    #JUDPJOΑΓ΋֨ஈʹ଎͘ɺ਺ඵؒͰͷܾࡁ͕Մೳ
  58. 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
  59. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣΧ΢ϯλʔύʔςΟ ϏοτίΠϯͷ֦ு ϏοτίΠϯͷϒϩοΫνΣʔϯ্ʹผͷϓϩτίϧϨΠϠʔͱͯ͠࡞ΒΕ͍ͯΔ෼ࢄܕۚ ༥ϓϥοτϑΥʔϜ ෼ࢄܕऔҾॴɺಠࣗ௨՟ͷൃߦػೳͳͲ΋࣮૷ࡁΈ ߹ҙܗ੒ΞϧΰϦζϜʹ1SPPGPG#VSOΛॳΊͯར༻ͨ͠Ծ૝௨՟ʢݱࡏ͸ར༻ͯ͠ͳ͍ʣ ϒϩοΫνΣʔϯ্Ͱ؆୯ͳಠࣗτʔΫϯͷൃߦ͕ߦ͑ΔʢಠࣗԾ૝௨՟Λ࡞ͬͨΓɺౌ͚ ͷূ໌ʹ࢖͑Δʣ ˞τʔΫϯɿϒϩοΫνΣʔϯʹݻ༗ͷԾ૝௨՟ͷ͜ͱ

    ˞ΞϧϑΝϕοτͷB͔Β࢝·ΔτʔΫϯ͸࡞Εͳ͍ http://counterparty.io
  60. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣͦͷଞɿαΠυνΣʔϯɺϥΠτχϯάωοτϫʔΫ https://lightning.network https://blockstream.com/developers/ গֹࢧ෷͍ΛՄೳʹ͠ɺख਺ྉΛ࡟ݮ͠ɺϏοτίΠϯΛεέʔ ϧͤ͞ΔͨΊͷιϦϡʔγϣϯ ෳ਺ͷϒϩοΫνΣʔϯؒͰԾ૝௨՟ͷ΍ΓऔΓΛ૒ํ޲Ͱߦ ͍ɺ༷ʑͳػೳ౳Λ࣮૷͠Α͏ͱ͢Δٕज़ɾϓϩδΣΫτ ϏοτίΠϯʹ઀ଓٕͯ͠ज़తͳ՝୊Λվળ͢ΔιϦϡʔγϣϯ 4JEFDIBJO

  61. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ̢̛̪̜ίΠϯ ग़యɿே೔৽ฉɹhttp://www.asahi.com/articles/ASJ69566CJ69UHBI00V.htmlɹ2016.06.10 ग़యɿே೔৽ฉɹhttp://www.asahi.com/articles/ASJ1W4RWKJ1WULFA012.htmlɹ2016.02.01 .6'(͕ൃߦ͢ΔԾ૝௨՟ ࠷ॳ͸ࢧళؒͷૹۚͱ͍͏Ґஔ෇͚͕ͩͬͨ དྷळɺҰൠͷར༻ऀ޲͚ʹൃߦͷ༧ఆ

  62. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣதࠃͷԾ૝௨՟ߏ૝ ग़యɿhttp://btcnews.jp/pboc-vice-governor-said-central-bank-lead-their-own-cryptocurrency/ ग़యɿhttps://www.bloomberg.com/view/articles/2016-09-01/on-digital-currencies-central-banks-should-lead 1#0$ɿதࠃਓຽۜߦʢதࠃͷதԝۜߦ ෭૯ࡋΑΓʮۚ༥γεςϜʹ͓͍ͯ΋ɺΠ ϊϕʔγϣϯ͸঑ྭ͞Εͳ͚Ε͹ͳΒͳ ͍ɻʯͱൃݴ ೥ʹ1#0$૯ࡋͷֻ͚੠ͰzԾ૝௨՟ ͷݚڀ։ൃΛਐΊΔzͱ͍͏ൃ৴ޙҎདྷͷ

    χϡʔε 2015.09.01
  63. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ๏཯ɾۚ༥ن੍ɾ੫੍

  64. 2.Ծ૝௨՟ʹ͍ͭͯ ʢࢀߟʣ๏཯ɾۚ༥ن੍ɾ੫੍ʢʣ ▸ ϑΝτϑʲ'"5'ʳʦ'JOBODJBM"DUJPO5BTL'PSDFPO.POFZ-BVOEFSJOHʧ ຑༀ൜ࡑɺ࿫࿎ɺ୤੫ʹؔ͢ΔϚωʔɾϩϯμϦϯάʢࢿۚચড়ʣ΍ςϩࢿۚڙ༩΁ͷࠃࡍରࡦ Λڠٞ͢Δ੓෎ؒػؔɻ ▸ ೥݄ͷओཁࠃट೴ձٞʢΤϧϚ΢ɾαϛοτʣ ͜ͷαϛοτͰ͸'"5'ʹΑͬͯɺԾ૝௨՟ʹΑΔςϩϦετ΁ͷࢿۚڙ༩ɺ૊৫൜ࡑɺ໺ੜಈ෺ ͷҧ๏औҾͷ๷ࢭΛ໨తʹɺԾ૝௨՟ͱ๏ఆ௨՟ͷަ׵ॴͷొ࿥ɾ໔ڐ੍ɺސ٬ͷຊਓ֬ೝɺո

    ͍͠औҾͷಧ͚ग़ɺอଘٛ຿ͳͲΛ಺༰ͱ͢Δใࠂॻ͕ެද͞Εͨɻ – ▸ ೥݄ʹ೔ຊͰ΋๏Ҋ͕੒ཱʢۚ༥ிʣ ্هͷӨڹΛड͚ͯɺࠃ಺Ͱ΋ɺ৘ใ௨৴ٕज़ͷਐల౳ͷ؀ڥมԽʹରԠ͢ΔͨΊͷۜߦ๏౳ͷ Ұ෦Λվਖ਼͢Δ๏཯Ҋ͕੒ཱ͞Εͨʢୈճࠃձʣ http://www.fsa.go.jp/common/diet/190/index.html
  65. 2.Ծ૝௨՟ʹ͍ͭͯ ग़యɿΈͣ΄૯߹ݚڀॴɹhttp://www.mizuho-ri.co.jp/publication/research/pdf/urgency/report160510.pdf ʢࢀߟʣ๏཯ɾۚ༥ن੍ɾ੫੍ʢʣ

  66. 2.Ծ૝௨՟ʹ͍ͭͯ ೔ຊͷ'JOUFDIͷ৔߹͸ɺห ޢ͕࢜৻ॏͳݕ౼͔ͭΑΓྑ ੍͍౓΁޲͚ͨఏݴ͕εϐʔ σΟʹߦΘΕ͍Δ վఆҊͷಈ͖΋૝૾Ҏ্ʹૣ ͔ͬͨ ҉߸௨՟ʹ͍ͭͯ͸ɺফඅ੫ ՝੫ͷಈ޲ʹ஫໨͍ͨ͠ https://www.amazon.co.jp/

    dp/4822237648 https://www.amazon.co.jp/ dp/4785724366 ʢࢀߟʣ๏཯ɾۚ༥ن੍ɾ੫੍ʢʣ
  67. 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
  68. ϒϩοΫνΣʔϯʹ͍ͭͯ

  69. 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 ⭐
  70. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷఆٛ ▸ ̍ʣʮϏβϯνϯো֐ΛؚΉෆಛఆଟ਺ͷϊʔυΛ༻͍ɺ࣌ؒͷܦաͱ ͱ΋ʹͦͷ࣌఺ͷ߹ҙ͕෴Δ֬཰͕΁ऩଋ͢Δϓϩτίϧɺ·ͨ͸ͦͷ ࣮૷ΛϒϩοΫνΣʔϯͱݺͿɻʯ ▸ ̎ʣʮిࢠॺ໊ͱϋογϡϙΠϯλΛ࢖༻͠վ᜵ݕग़͕༰қͳσʔλߏ ଄Λ࣋ͪɺ׌ͭɺ౰֘σʔλΛωοτϫʔΫ্ʹ෼ࢄ͢Δଟ਺ͷϊʔυ ʹอ࣋ͤ͞Δ͜ͱͰɺߴՄ༻ੑٴͼσʔλಉҰੑ౳Λ࣮ݱ͢Δٕज़Λ޿ٛ

    ͷϒϩοΫνΣʔϯͱݺͿɻʯ JBAʢ೔ຊϒϩοΫνΣʔϯڠձʣΑΓɹhttp://jba-web.jp/archives/2011003blockchain_definition
 ϏοτίΠϯˍϒϩοΫνΣʔϯݚڀॴΑΓɹhttp://doublehash.me/blockchain-definition-published/ ⭐
  71. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ΨʔτφʔͷϋΠϓαΠΫϧʢʣ ग़యɿhttp://www.gartner.com/smarterwithgartner/3-trends-appear-in-the-gartner-hype-cycle-for-emerging-technologies-2016/ ϋΠϓαΠΫϧʢʣ AUGEST 19, 2016 ϒϩοΫνΣʔϯ͸ᴈ໌ظʢΕ͍Ί͍͖ʣΛ௒͑ ͯɺྲྀߦظͷஈ֊΁ೖΓɺͪΐ͏Ͳա౓ͷظ଴ͷ ϐʔΫΛܴ͑Α͏ͱ͍ͯ͠Δ

  72. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ 8PSME&DPOPNJD'PSVN 8&' ɿੈքܦࡁϑΥʔϥϜ ग़యɿhttps://www.weforum.org/reports/the-future-of-financial-infrastructure-an-ambitious-look-at-how-blockchain-can-reshape-financial-services/ AUGEST 12, 2016 %-5ʢ෼ࢄܕ୆ாٕज़ʣʹ͍ͭͯͷల๬ɹ˞͜͜Ͱͷ%-5͸ϒϩοΫνΣʔϯͱ΄΅ಉҙ ϲࠃͷ੓෎͕%-5

    ΁౤ࢿ ੈքͷ໿ͷۜߦ ͕%-5ؔ࿈ͷϓϩδΣ ΫτΛελʔτ ɹɹɿ ɹɹɿ ϲࠃͷதԝۜߦ͕ %-5ͷϦαʔνΛ։ ࢝
  73. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ग़యɿhttp://fintechnews.sg/2305/blockchain/landscape-blockchain-companies-financial-services/ ʢࢀߟʣ၆ᛌਤʢʣ

  74. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ग़యɿhttp://startupmanagement.org/wp-content/uploads/2015/12/Blockchain-in-Financial-Services-Landscape.pdf ʢࢀߟʣ၆ᛌਤʢʣ

  75. 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 ⭐
  76. 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
  77. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷൃలʢʙʣ ▸ ϒϩοΫνΣʔϯʹ௨՟ ϒϩοΫνΣʔϯΛ௨՟΁ద༻ ▸ ϒϩοΫνΣʔϯʹܖ໿ ϒϩοΫνΣʔϯΛ௨՟Ҏ֎ͷۚ༥෼໺΁ద༻ ▸ ϒϩοΫνΣʔϯ

    ϒϩοΫνΣʔϯΛۚ༥Ҏ֎ͷ෼໺΁ద༻
 ⭐
  78. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷൃలʢʣ ▸ ϒϩοΫνΣʔϯʹ௨՟ ϒϩοΫνΣʔϯΛ௨՟΁ద༻
 Ϛωʔͷ%FDFOUSBMJ[BUJPO
 ɹʢඇதԝूݖʹதԝۜߦ͕ଘࡏ͠ͳ͍ʣ ⭐

  79. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷൃలʢʣ ▸ ϒϩοΫνΣʔϯʹܖ໿ ϒϩοΫνΣʔϯΛ௨՟Ҏ֎ͷۚ༥෼໺΁ద༻
 גࣜɾϩʔϯɾΫϥ΢υϑΝϯσΟϯάɾσϦόςΟϒͳͲ
 Ϛʔέοτͷ%FDFOUSBMJ[BUJPO εϚʔτίϯτϥΫτʢݡ͍ܖ໿ɺܖ໿ͷࣗಈԽʣ εϚʔτϓϩύςΟʢॴ༗ݖͷࣗಈԽʣ %BQQTʢ%FDFOUSBMJ[FE"QQMJDBUJPOT


    ɹɹɹɹɹɹඇதԝूݖɾ෼ࢄܕͷΞϓϦέʔγϣϯʣ %"$ʢ%FDFOUSBMJ[FE"VUPOPNPVT$PSQPSBUJPO
 ɹɹɹɹɹɹ෼ࢄܕࣗಈԽاۀʣ %"0ʢ%FDFOUSBMJ[FE"VUPOPNPVT0SHBOJ[BUJPO
 ⭐
  80. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ϒϩοΫνΣʔϯͷൃలʢʣ ▸ ϒϩοΫνΣʔϯ ϒϩοΫνΣʔϯΛۚ༥Ҏ֎ͷ෼໺΁ద༻
 Ψόϝϯτɺ݈߁ɺՊֶɺจԽͳͲ 1VCMJD3FDPSETʢ౔஍ొهɺࣄۀ໔ڐɺ݁ࠗূ໌ʣ *EFOUJpDBUJPOʢࣗಈं໔ڐɺ*%Χʔυɺύεϙʔτʣ 1SJWBUF3FDPSETʢҨݴɺॺ໊ʣ "UUFTUBUJPOʢอݥূ໌ɺॴ༗ূ໌ɺެূॻྨʣ

    1IZTJDBM"TTFU,FZTʢՈ΍ϗςϧͷΧΪɺϨϯλΧʔͷΧΪʣ *OUBOHJCMF"TTFUTʢಛڐɺొ࿥঎ඪɺஶ࡞ݖʣ ⭐
  81. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣϒϩοΫνΣʔϯٕज़ͷൃలτϨϯυ www.meti.go.jp/press/2016/04/20160428003/20160428003-2.pdf ܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ

  82. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ &UIFSFVN )ZQFS-FEHFS 3 ʢࢀߟʣओཁͳϒϩοΫνΣʔϯʢൈਮʣ

  83. 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$ݴޠ౳ʣ ΠʔαϦΞϜೖ໳ɿhttp://book.ethereum-jp.net
  84. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣ&UIFSFVN45"5&0'5)&³"114 http://dapps.ethercasts.com &UIFS$BTUT&UIFSFVN্Ͱ։ൃɾఏএ͞Ε͍ͯΔ%"QQTϦετ

  85. 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
  86. 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։
  87. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ εϚʔτίϯτϥΫτεϚʔτϓϩύςΟ ▸ ݡ͍ʢTNBSUʣܖ໿ʢDPOUSBDUʣ ▸ ܖ໿૬खͷ৴༻͢Δඞཁ͕ͳ͍ࣗಈ࣮ߦՄೳͳܖ໿ʢUSVTUGSFFʣ ▸ ݱଘͷܖ໿ʹؔ͢Δࣄ߲ΛίϯϐϡʔλͷεΫϦϓτͰஔ͖׵͑ͨ΋ͷ ܖ໿ͷࣗવݴޠʢʹܖ໿ॻ౳ʣͰ͸ͳ͘ɺίϯϐϡʔλݴޠͰɺۚમͷି͠आΓΛ͸͡ Ίɺ৴ୗ΍ɺձࣾͷొهͳͲɺ͋ΒΏΔຽࣄతͳܖ໿ΛɺίϯϐϡʔλͰࣗಈతʹѻ͑

    εϚʔτϓϩύςΟʢ4NBSU1SPQFSUZʣ ▸ ͋Δࢿ࢈ͷॴ༗ݖ ϓϩύςΟ ΛԾ૝௨՟ͷΑ͏ʹίϯϐϡʔλωοτϫʔΫ্Ͱྲྀ௨Ͱ͖ ΔΑ͏ʹͨ͠΋ͷ ▸ ϨϯλΧʔͳͲͷࣗಈंͷॴ༗ݖɺஶ࡞ݖɺಛڐͳͲʹར༻͕Մೳ εϚʔτίϯτϥΫτʢ4NBSU$POUSBDUʣ ⭐
  88. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ ʢࢀߟʣεϚʔτϓϩύςΟԽͰ͖Δॴ༗ݖͷྫ NTTαʔϏεΤϘϦϡʔγϣϯݚڀॴʮεϚʔτϓϩύςΟͷ֓ཁͱ ίϯςϯπ؅ཧ΁ͷద༻ʯ http://www.glocom.ac.jp/wp-content/uploads/2016/04/20160426BC1_mrohashi.pdf

  89. 3.ϒϩοΫνΣʔϯʹ͍ͭͯ %"0 ▸ ෼ࢄཱࣗܕ૊৫ʢ%JTUSJCVUFE%FDFOUSBMJ[FE"VUPOPNPVT0SHBOJ[BUJPOʣ ▸ தԝͷ؅ཧऀ͕ଘࡏͤͣɺ෼ࢄܕͰࣗಈతʹ౷࣏͞ΕΔ૊৫ ▸ ࢀՃऀͷ֤ओମ͕ɺࣗ཯తʹଞͷओମʢΤοδɾΠϊϕʔγϣϯ౳ɺϏοτίΠϯͰྫ͑ ΔͱϢʔβʔͱ࠾۷ऀʁʣͱ࿈ܞͯ͠αʔϏεΛ࣮ݱ͍ͯ͠Δͱ͍͏఺΋ಛ௃ ॻ੶ɿϒϩοΫνΣʔϯͷিܸʢ೔ܦBPʣ

    ϧʔϧ ϓϩτίϧ ܖ໿ ਓؒ ʢ؅ཧऀʣ ਓؒ ʢ؅ཧऀʣ ػց ਓؒ ʢैۀһʣ ࣗಈԽ Ϣʔβʔ ࠾۷ऀ Ұൠతͳ૊৫ ػցʹΑΔΦʔτϝʔγϣϯ
 ʢ޻৔ͳͲʣ DAOʢྫɿϏοτίΠϯʣ ϧʔϧ ϓϩτίϧ ܖ໿ ਓؒ ਓؒ DAOs ⭐
  90. ࠃ಺֎Ͱͷಈ޲

  91. 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
  92. 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
  93. 4.ࠃ಺֎Ͱͷಈ޲ ,FZDIBJOʢ೥݄ʙʣ ʢੈքͰ࠷΋ֵ৽తͳۜߦͱ͍ΘΕ͍ͯΔʣ ##7"ओ࠵ͷ'JO5FDIϕϯνϟʔίϯςετͰɺ ϑΝΠφϦετ·Ͱબఆ͞Εͨ http://prtimes.jp/main/html/rd/p/000000001.000021131.html ಠࣗͷϒϩοΫνΣʔϯʹΑΔߴ଎ೝূج൫ Ԡ༻ྫɿ ɹɾϚʔέοτΠϯύΫτπʔϧ ɹɾ*P5σόΠεʢ3BTQCFSSZ1Jʣ͔ΒηϯτϥϧγεςϜ΁ͷ৘ใڞ༗

    ɹɾిࢠϝʔϧͷ҉߸Խͱૹड৴ ࠃ಺Ͱ͸0SC΍NJKJOʹ͙࣍ϒϩοΫνΣʔϯج൫ͷ'JO5FDIاۀ http://www.keychain.jp ͜Εੌ͍ʂ ⭐
  94. 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
  95. 1ZUIPOΛར༻ͨ͠ྫ

  96. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMTʢ#JUDPJOʣ 4FSQFOUʢ&UIFSFVNʣ #MPDLDIBJOJOGPͷ3&45"1*Λ࢖ͬͯ΋͍͍ͷͰ͕͢ɺࠓճ͸1ZUIPOϥΠϒϥϦΛ঺հ 4PMJEJUZ͕ྲྀߦ͍ͬͯ·͕͢ɺ1ZUIPOJTUB͸4FSQFOUͰεϚʔτίϯτϥΫτʂ ˞ϏοτίΠϯΛૹۚͨ͠Γɺ&UIFSFVNͷ"MFUI;FSPͰεϚʔτίϯτϥΫτ΁
 ɹΨεΛ࢖ͬͯૹۚ͢Δͱ͜Ζ·Ͱղઆ͔͚ͨͬͨ͠Ͳɺࠓճ͸͖͔͚ͬ࡞Γͱ͍͏͜ͱͰɺ
 ɹ৮Γ͚ͩઆ໌
 ɹݸਓతʹ͸0QFO;B[[BS΍DPͳͲ঺հ͔ͨͬͨ͠ͷͰ͕͢ɺษڧதͳͷͰ·ͩ঺հͰ͖·ͤΜʜ ⭐

  97. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMT ϏοτίΠϯωοτϫʔΫͱ΍ΓऔΓΛ͢ΔͨΊͷ1ZUIPOϥΠϒϥϦͱίϚϯυϢʔςΟϦςΟ &UISFVN૑ઃऀͷϰΟλϦοΫɾϒςϦϯʹΑͬͯߏங ίϚϯυ͸QZCJUDPJOUPPMTͰ࣮ߦ &MFDUSVNʢϘϥϯςΟΞ͕ϏοτίΠϯΫϥΠΞϯτͷϑϧϊʔυΛ"1*ܦ༝Ͱఏڙ͍ͯ͠Δܰྔ൛Ϗο τίΠϯΫϥΠΞϯτʣʹ઀ଓ͢Δ͜ͱ͕Ͱ͖Δ ࢀߟɿIUUQTHJUIVCDPNWCVUFSJOQZCJUDPJOUPPMT ⭐

  98. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMTɿCJUDPJO

  99. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMTɿCJUDPJO

  100. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMT

  101. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMT

  102. 5.PYTHONΛར༻ͨ͠ྫ QZCJUDPJOUPPMT

  103. 5.PYTHONΛར༻ͨ͠ྫ 4FSQFOU 4FSQFOUʢαʔϖϯτɿಟऄɺେऄʣ͸1ZUIPOϥΠΫʹ &UIFSFVNʢΠʔαϦΞϜʣͷίϯτϥΫτΛॻͨ͘Ίͷݴޠ &UIFSFVNʢΠʔαϦΞϜʣͰίϯτϥΫτΛ࣮૷͢Δ৔߹͸ɺ +BWB4DSJQUϥΠΫʹίϯτϥΫτΛॻ͘͜ͱ͕Ͱ͖Δ4PMJEJUZ͕ ѹ౗తʹྲྀߦ͍ͬͯΔͷͰ4FSQFOU͸จݙ͕গͳ͍൵ &UIFSFVNͷ૑ઃऀͰ͋Δ7JUBMJL#VUFSJO͸ϏοτίΠϯͷϥΠ ϒϥϦ౳ʢQZCJUDPJOUPPMTʣΛ1ZUIPOͰ࣮૷͍ͯͨ͠ͷͰQZUIPO Λີ͔ʹԠԉ͍ͯ͠Δ͜ͱΛظ଴͍ͯ͠Δ

  104. 5.PYTHONΛར༻ͨ͠ྫ 4FSQFOU

  105. 5.PYTHONΛར༻ͨ͠ྫ 4FSQFOU

  106. 5.PYTHONΛར༻ͨ͠ྫ 4FSQFOU ͪ͜Β͸ΩʔόϦϡʔ஋Λ؅ཧ͢Δ࣮૷ͰɺϢχʔΫͳ໊લΛ؅ཧ͢ΔαʔϏεͳͲΛ૝ఆͰ͖ͦ͏Ͱ͢ɻ ͪ͜Βʹ΋νϡʔτϦΞϧࢿྉ͕͋ΔͷͰ͍Ζ͍Ζࢼͯ͠Έͯ ͍ͩ͘͞ IUUQNDVNEHJUIVCJPFUIFSFVNMBCEPDT TFSQFOU@UVUPSJBMQEG

  107. 5.PYTHONΛར༻ͨ͠ྫ 4FSQFOUʢ͓·͚ʣ ίϯύΠϧ΍γάωνϟͷ֬ೝํ๏ʢ˞ίϯύΠϧνΣοΫͷ඼࣭͸Α͘ͳͦ͞͏ʣ 4PMJEJUZ͸7JTVBM4UVEJPʹ౷߹ͯ͠σόοά΍"[VSV #BTT࿈ܞͰ͖ΔͷͰɺ4FSQFOU΋1ZDIBSN͕౷߹ͯ͠ ͘Εͳ͍͔ͳʢ"MFUI;FSP͕͍·͍ͪͰɾɾɾʣ

  108. ʢࢀߟʣϒϩοΫνΣʔϯٕज़ͷόΠϒϧ 5.PYTHONΛར༻ͨ͠ྫ https://www.amazon.co.jp/dp/4757103670 https://www.amazon.co.jp/dp/1449374042 ख़ಡ͢ΔͱҰ௨Γͷ ٕज़͕शಘͰ͖Δ ͋ͱ͸1ZUIPO͕ಘҙ ͱ͢Δػձֶश΍Ϗο άσʔλɺ*P5౳Λ࿈ ܞ͢Δͱ·͢·͢Մ

    ೳੑ͕޿͕Δ
  109. ʢࢀߟʣ݄೔ʹ΋ٕज़ຊൃചʂ 5.PYTHONΛར༻ͨ͠ྫ https://www.amazon.co.jp/dp/4865940405

  110. ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯ

  111. 6.ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯ ܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ http://www.meti.go.jp/press/2016/04/20160428003/20160428003-2.pdf ϒϩοΫνΣʔϯͷϢʔεέʔεͱαʔϏεࣄྫ ⭐

  112. 6.ϒϩοΫνΣʔϯͷՄೳੑʹ͍ͭͯ ܦࡁ࢈ۀলʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ http://www.meti.go.jp/press/2016/04/20160428003/20160428003-1.pdf ϒϩοΫνΣʔϯٕज़ͷల։͕༗๬ͳࣄྫͱͦͷࢢ৔ن໛ ࠃ಺ͷࢢ৔ن໛͸ ஹԁ ⭐

  113. 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 ⭐
  114. 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
  115. 115 ʢ͓·͚ʣ΋ࣗ͠෼͕̎̔~̏̔ࡀͩͬͨΒ௅ઓ͔ͨͬͨ͠ʂ γϦίϯόϨʔͰڞಉ૑ۀऀ݉։ൃϦʔμʔͱͯ͠ىۀࢀը͍ͨ͠ΤϯδχΞ޲͚ ػցֶशˍϋʔυ΢ΣΞ/ϩϘςΟΫεಛ଴ϑΣϩʔืूʢถࠃަ௨අŋ॓ധແྉʣ >>> ืूURL: www.road-to-silicon-valley.com

  116. ·ͱΊ

  117. 7.·ͱΊ ·ͱΊ 'JO5FDIͷΞϯόϯυϦϯάʹ͸ΤϯδχΞͷೳྗ͕ඞਢ
 ۚ༥ۀք͸69΍৽ٕज़ʹ໌Δ͍ਓࡐͷ֬อ΍اۀͱͷ࿈ܞ͕ॏཁ ϒϩοΫνΣʔϯ͸ʢۚ༥ػؔҎ֎΋ؚΈʣࠓޙɺ༷ʑͳϏδωε΁ͷద༻΋ظ ଴͞Ε͍Δ 1ZUIPOͳΒɺಘҙͱ͢Δػցֶश΍%FFQ-FBSOJOHɺ*P5౳ͷϥΠϒϥϦͱϒ ϩοΫνΣʔϯͷϝϦοτΛϛοΫεͯ͠ɺ͍Ζ͍Ζݕূ͠ͳ͕Βັྗతͳαʔ Ϗε΍ϏδωεΛద੾ͳλΠϛϯάͰੜΈग़ͤͦ͏ ΤϯδχΞ͸ɺଞͷ৬ۀʹൺ΂ͯɺ௅ઓͰ͖Δ৔΍ػձ͕ͨ͘͞Μఏڙ͞Εܙ·

    Ε͍ͯΔ৬छͰ͋Δͱ͍͏ࣄ࣮Λೝࣝ͠·͠ΐ͏ ⭐
  118. ೥ઌɺ̎೥ઌɺ೥ઌͷ ʮ͋Δ΂͖࢟ʯΛ͍࣋ͬͯΔਓ͸ ຖ೔ͷ࢓ࣄً͕͖ɺ ࣋ͨͳ͍ਓ͸ɺ ͨͩͷ࡞ۀʹ௥ΘΕ͍ͯΔਓͰ͢ɻ δϟοΫɾ΢Σϧνʢ(&࠷ߴܦӦ੹೚ऀʣ

  119. ࠷ޙ·Ͱ͓ฉ͖͍͖ͨͩɺ ͋Γ͕ͱ͏͍͟·ͨ͠ʂ !BCFOCFO

  120. ࢀߟจݙ ࢀߟจݙʢʣ ࿦จʰ#JUDPJO"1FFSUP1FFS&MFDUSPOJD$BTI4ZTUFNʱ4BUPTIJ/BLBNPUP<> ࿦จʢ೔ຊޠ༁ʣʰ೔ຊޠͰಡΉϏοτίΠϯݪ࿦จ<CZ4BUPTIJ/BLBNPUP>ʱDPJODIFDL<>
 ॻ੶ʰԾ૝௨՟ֵ໋ʱ໺ޱ༔ل༤<> ॻ੶ʰະདྷΛม͑Δ௨՟ϏοτίΠϯվֵ࿦ʱࡈ౻ݡ࣐<> ॻ੶ʰ͜ΕͰΘ͔ͬͨϏοτίΠϯੜ͖ͷ͜Δ௨՟ͷ৚݅ʱࡈ౻ݡ࣐<> ॻ੶ʰϒϩοΫνΣʔϯͷিܸʱഅᔹ๜ඒ<> ॻ੶ʰ.BTUFSJOH#JUDPJOʱ"OESFBT."OUPOPQPVMPT<> ॻ੶ʰϏοτίΠϯͱϒϩοΫνΣʔϯ҉߸௨՟Λࢧ͑Δٕज़ʱΞϯυϨΞεɾ.ɾΞϯτϊϓϩε<>

    ॻ੶ʰϏοτίΠϯ͸ͲͷΑ͏ʹͯ͠ಈ͍͍ͯΔͷ͔ʁʱେੴ఩೭<> ॻ੶ʰϏοτίΠϯʮަ׵ॴɾ.U(PYʯʹ͍ͭͯͷجૅ஌ࣝʙϏοτίΠϯ'"2ͦͷ̍ϏοτίΠϯͷجૅ஌ࣝʱେੴ఩೭<> ॻ੶ʰϏοτίΠϯʮૹۚɾར༻ʯʹ͍ͭͯͷجૅ஌ࣝʙϏοτίΠϯ'"2ͦͷ̎ϏοτίΠϯͷجૅ஌ࣝʱେੴ఩೭<> ॻ੶ʰϏοτίΠϯʮՁ஋ʯʹ͍ͭͯͷجૅ஌ࣝʙϏοτίΠϯ'"2ͦͷ̏ϏοτίΠϯͷجૅ஌ࣝʱେੴ఩೭<> ॻ੶ʰϏοτίΠϯʮ࠾۷ɾ࢓૊Έʯʹ͍ͭͯͷجૅ஌ࣝʙϏοτίΠϯ'"2ͦͷ̐ϏοτίΠϯͷجૅ஌ࣝʱେੴ఩೭<> ॻ੶ʰԾ૝௨՟ʕٕज़ɾ๏཯ɾ੍౓ʱԬాਔࢤɾߴڮҮ෉ɾࢁ࡚ॏҰ࿠<> ॻ੶ʰ'JO5FDIͷ๏཯ ೔ܦ'JO5FDIબॻ ʱ૿ౡխ࿨ɾງఱࢠ<> ॻ੶ʰ'JO5FDIϏδωεͱ๏ߨʕᴈ໌ظͷࠓͱ͜Ε͔Βʱ༗٢ঘ࠸ɾຊ༄༞հɾਫౡ३ɾ୩ᖒਐ<>
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  121. 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>