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20180515_ブロックチェーンの基礎からスマートコントラクト等の応用まで

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May 15, 2018
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 20180515_ブロックチェーンの基礎からスマートコントラクト等の応用まで

ヒカラボで開催した「ブロックチェーンの基礎からスマートコントラクト等の応用まで」の登壇資料

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housuke

May 15, 2018
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Transcript

  1. ϒϩοΫνΣʔϯͷجૅ͔Β εϚʔτίϯτϥΫτ౳ͷԠ༻·Ͱ  หޢ࢜υοτίϜ $50-FHBM5FDI-BCॴ௕ ࢢڮ ཱ

  2. None
  3. None
  4. None

  5. εϚʔτίϯτϥΫτ΁ͷऔΓ૊Έ

  6. جૅฤ

  7. ࣭໰ • ϋογϡؔ਺ɾެ։伴҉߸Λ஌͍ͬͯΔ • ϒϩοΫνΣʔϯͷ࢓૊ΈΛɺͳΜͱͳ͘͸ ஌͍ͬͯΔ • εϚʔτίϯτϥΫτΛࣗ෼Ͱॻ͍ͨ͜ͱ͕ ͋Δ

  8. ϒϩοΫνΣʔϯ΁ͷ஫໨ ΠϯλʔωοτҎདྷͷ࠷େͷൃ໌ ۚ༥Λࠜຊ͔Βมֵ͢Δϙςϯγϟ ϧΛ͍࣋ͬͯΔ ྫ͑ϏοτίΠϯ͕ͳ͘ͳͬͯ΋ ϒϩοΫνΣʔϯ͸࢒Δ

  9. ϒϩοΫνΣʔϯͷಛ௃ͱݴΘΕ͍ͯΔ΋ͷ ग़ॴʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ ܦࡁ࢈ۀল

  10. ͦ΋ͦ΋4BUPTIJ/BLBNPUP͸ԿΛ࡞Ζ͏ͱͨ͠ͷ͔ ·ͣʮ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍ ిࢠࢧ෷͍γεςϜʯͷ࢓૊ΈΛֶͿ ಉҙ͍ͯ͠Δೋऀ͕৴པͰ͖ΔୈࡾऀΛඞཁͱͤͣɺ௚઀औҾ͕Մೳͳɺ τϥετͷ୅ΘΓʹ҉߸తূ໌ʹґڌ͢Δిࢠࢧ෷͍γεςϜ͕ඞཁͩ l8IBUJTOFFEFEJTBOFMFDUSPOJDQBZNFOUTZTUFNCBTFEPODSZQUPHSB QIJDQSPPGJOTUFBEPGUSVTU BMMPXJOHBOZUXPXJMMJOHQBSUJFTUPUSBOTBDU EJSFDUMZXJUIFBDIPUIFSXJUIPVUUIFOFFEGPSBUSVTUFEUIJSEQBSUZz #JUDPJO"1FFSUP1FFS&MFDUSPOJD$BTI4ZTUFN

  11. ৴པͰ͖Δୈࡾऀ͕ඞཁͳిࢠࢧ෷͍γεςϜ #PC "MJDF ໰୊఺ϓϥΠόγʔɾऔҾίετɾ৴པ

  12. ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍ిࢠࢧ෷͍γεςϜ

  13. Ձ஋Λσδλϧʹදݱ͢Δૉ๿ͳൃ૝ ࢴฎɾߗ՟ͱಉ͡Α͏ʹɺ՟ฎΛσδλϧతʹ දݱ͢Δͷ͸Ͳ͏ͩΖ͏͔ σδλϧσʔλͷड౉͠

  14. Ձ஋Λσδλϧʹදݱ͢Δ໰୊఺ σδλϧͰ͸༰қʹίϐʔͰ͖ɺॏࢧ෷͍໰୊ ͕ى͖Δ σδλϧίϐʔ

  15. Ձ஋Λσδλϧʹදݱ͢Δղܾࡦ ετοΫ ՟ฎՁ஋ Ͱ͸ͳ͘ɺ ϑϩʔ τϥϯβΫγϣϯऔҾ Λه࿥ #PC  "MJDF

     */165 065165

  16. τϥϯβΫγϣϯ੬ऑੑ ѱҙͷୈࡾऀِ͕ͷτϥϯβΫγϣϯΛެ։͢ Δͱɺউखʹࢧ෷͍͞Εͯ͠·͏ #PC  "MJDF  */165 065165 "MJDF

     &WJM  */165 065165

  17. τϥϯβΫγϣϯղܾࡦ ެ։伴҉߸Λ༻͍ɺຊਓͷΈ͕ࢧ෷͍ΛͰ͖Δ #PC $IBSMJF "MJDF */165 065165 "MJDF  $IBSMJF

    %BWF */165 065165 065165͸ɺ࣮ࡍʹ ͸"MJDFͷެ։伴Λݩ ʹͨ͠ΞυϨεʹ */165ʹ͸ɺରԠ͢Δ 065165ͷൿີ伴ʹ ΑΔॺ໊͕ඞཁ

  18. τϥϯβΫγϣϯͷ߹ҙ໰୊఺ େྔͷτϥϯβΫγϣϯͷ͏ͪɺͲΕ͕༗ޮͰ ͲΕ͕ແޮͳͷ͔ɺͲͷঢ়ଶ͕ਖ਼ͳͷ͔ #PC %BWF */165 065165 %BWF "MJDF */165

    065165 #PC $IBSMJF */165 065165 $IBSMJF  "MJDF  */165 065165 #PC  "MJDF  */165 065165

  19. ϒϩοΫ  τϥϯβΫγϣϯͷ߹ҙղܾࡦ τϥϯβΫγϣϯΛ·ͱΊͨʮϒϩοΫʯΛܨ ͛ɺ༗ޮͳτϥϯβΫγϣϯͷΈΛه࿥ લͷϒϩοΫͷϋογϡ ϒϩοΫ  લͷϒϩοΫͷϋογϡ #PC

     "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165

  20. ࢀߟ (JUͷߏ଄ ग़ॴIUUQTHJUTDNDPNCPPLFOW(JU#SBODIJOH#BTJD#SBODIJOHBOE.FSHJOH $ ίϛοτϋογϡDFG ਌ϋογϡEB 5SFF 5SFF #MPC #MPC

    $ ίϛοτϋογϡBED ਌ϋογϡDFG 5SFF 5SFF #MPC #MPC

  21. τϥϯβΫγϣϯͷ߹ҙ੬ऑੑ ѱҙ͋ΔୈࡾऀʹΑΔෆਖ਼ͳϒϩοΫͷࠞೖ ϒϩοΫ  લͷϒϩοΫͷϋογϡ ϒϩοΫ  લͷϒϩοΫͷϋογϡ #PC 

    "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165

  22. τϥϯβΫγϣϯͷ߹ҙղܾࡦ 1SPPGPG8PSL 1P8 ʹΑΔϒϩοΫͷ୳ࡧͱɺ ϚΠχϯάใुʹΑΔΠϯηϯςΟϒ ϒϩοΫ  #PC  "MJDF

     */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 લͷϒϩοΫͷϋογϡ ϒϩοΫ  લͷϒϩοΫͷϋογϡ OPODF #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 #PC  "MJDF  */165 065165 OPODF OPODFΛௐ੔ͯ͠ϒϩοΫͷ ϋογϡ͕Ұఆ஋ΑΓখ͍͞ ΋ͷΛ୳ࡧ͢Δ ୳ࡧͰ͖ͨΒใु͕΋Β͑Δ

  23. ࢀߟ 1P8 lCMPDLDIBJOz ͱ͍͏จࣈྻʹܻͷ਺ࣈΛ௥Ճ ͯ͠ɺઌ಄͕Ͱ࢝·ΔϋογϡΛ୳͢

  24. ࢀߟ 1P8 lCMPDLDIBJOz ͱ͍͏จࣈྻʹܻͷ਺ࣈΛ௥Ճ ͯ͠ɺઌ಄͕Ͱ࢝·ΔϋογϡΛ୳͢ ộ

  25. ࢀߟ 1P8 lCMPDLDIBJOz ͱ͍͏จࣈྻʹܻͷ਺ࣈΛ௥Ճ ͯ͠ɺઌ಄͕Ͱ࢝·ΔϋογϡΛ୳͢ ộ

  26. ϚΠχϯάใुͱΠϯηϯςΟϒ ϒϩοΫ  ϒϩοΫ  ϒϩοΫ  ϒϩοΫ  ϒϩοΫ

     Ұ൪௕͍ϒϩοΫ͕ʮਖ਼ ͍͠ʯͱΈͳ͞ΕΔ

  27. ϚΠχϯάใुͱΠϯηϯςΟϒ ϒϩοΫ  ϒϩοΫ  ϒϩοΫ  1P8Λղ͍ͯɺෆਖ਼ͳϒ ϩοΫΛެ։

  28. ϚΠχϯάใुͱΠϯηϯςΟϒ ϒϩοΫ  ϒϩοΫ  ϒϩοΫ  ϒϩοΫ  ෆਖ਼ͳϒϩοΫΑΓɺਖ਼͍͠ଆ

    ʹϒϩοΫΛ௥Ճͨ͠ํ͕ϚΠ χϯάใुΛ֫ಘͰ͖Δ

  29. ͜͜·Ͱͷ·ͱΊ ೋॏࢧ෷͍໰୊ ෆਖ਼τϥϯβΫγϣ ϯͷެ։ τϥϯβΫγϣϯͷ ߹ҙ ෆਖ਼ͳϒϩοΫͷ ެ։ τϥϯβΫγϣϯܕ ͷه࿥

    ެ։伴҉߸ ϒϩοΫ 1P8ͱ ϚΠχϯάใु

  30. ϒϩοΫνΣʔϯͷಛ௃ͷ࣮ݱํ๏ ग़ॴʮϒϩοΫνΣʔϯٕज़Λར༻ͨ͠αʔϏεʹؔ͢Δࠃ಺֎ಈ޲ௐࠪʯ ܦࡁ࢈ۀল ˡ ޙड़ ˡτϥϯβΫγϣϯެ։伴҉߸ ˡτϥϯβΫγϣϯ1P8 ˡ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍ ˡ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍ ˡ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍

  31. • 11,) 1BZ1VCMJD,FZ)BTI ◦ ެ։伴͔Β࡞੒ͨ͠ΞυϨε • 14) 1BZ4DSJQU)BTI ◦ εΫϦϓτ͔Β࡞੒ͨ͠ΞυϨε

    ◦ ॺ໊ͷ୅ΘΓʹɺεΫϦϓτͷ࣮ߦ৚݅Λ ຬͨ͢͜ͱͰར༻Մೳ εΫϦϓτͷ࣮ߦ

  32. • NPGONVMUJTJH ◦ PGNVMUJTJHͰ͋Ε͹ɺ伴͕ͭଘࡏ͠ɺ ͦͷ͏͕ͪͭ͋Ε͹ղআՄೳ ◦ "MJDFɾ#PCɾ$IBSMJFͰPGNVMUJTJHΛ ࡞੒ͨ͠৔߹ɺ"MJDFɾ#PC·ͨ͸ #PCɾ $IBSMJF·ͨ͸

    $IBSMJFɾ"MJDF͕ڠྗ͢Ε ͹ղআͰ͖Δ εΫϦϓτNVMUJTJH

  33. εΫϦϓτUJNFMPDL • কདྷͷ͋Δ࣌఺·ͰϩοΫ͢Δ࢓૊Έ • $IFDL-PDL5JNF7FSJGZ $-57 ◦ ઈର࣌ؒͰϩοΫ • $IFDL4FRVFODF7FSJGZʢ$47ʣ

    ◦ ૬ର࣌ؒ ܦաϒϩοΫ਺ ͰϩοΫ

  34. • γʔΫϨοτ ਪଌࠔ೉ͳจࣈྻ ͷϋογϡ ஋ΛεΫϦϓτʹؚΊΔ ◦ ղআ͢Δʹ͸γʔΫϨοτ͕ඞཁ ◦ ྫTIB 3

    FDͱͳΔ3 • ϋογϡؔ਺ͷݪ૾ܭࢉࠔ೉ੑʹΑΓෆਖ਼ར ༻Λ๷ࢭ εΫϦϓτϋογϡ஋

  35. ൃలతͳٕज़ • 5PLFO"TTFU &3$0QFO"TTFUT • 4FH8JU • $POGJEFOUJBM"TTFU • ."45

    • 4JEF$IBJO ͳͲ

  36. ϒϩοΫνΣʔϯͷࢥ૝తͳഎܠ ҉߸ֶ ϓϥΠόγʔ WTࠃՈ σδλϧΩϟογϡ ήʔϜཧ࿦ ඇதԝूݖ • /4"ʹΑΔ௨৴؂ࢹ •

    ҉߸ٕज़ͷ༌ग़੍ݶ • αΠϑΝʔύϯΫ ग़ॴIUUQTEJHJEBZKQQMBUGPSNTHPPEPSCBEEOBPGCMPDLDIBJO

  37. ϒϩοΫνΣʔϯʹ޲͘ྖҬɾ޲͔ͳ͍ྖҬ • Ձ஋ͷҠస͕͋ΔྖҬ ◦ ୯ͳΔଘࡏূ໌͚ͩͳΒλΠϜελϯϓͰ ΋े෼Ͱ͸ • ৴པͰ͖Δୈࡾऀ͕͍ͳ͍ྖҬ ◦ ͢Ͱʹଘࡏ͍ͯ͠Δ৔߹ɺϒϩοΫνΣʔ

    ϯͰஔ͖׵͑ΔϝϦοτ͸͋Δͷ͔ ◦ ࣾ಺ͳͲด͡ΒΕͨ৔໘Ͱ࢖͏ϝϦοτ͸ ͋Δͷ͔

  38. ϒϩοΫνΣʔϯͷଊ͑ํ ݸਓͷײ૝

  39. 4DBMJOH#JUDPJOl,BJ[FOz

  40. Ԡ༻ฤ

  41. -BZFSٕज़ -BZFS #MPDLDIBJO -BZFS -JHIUOJOH /FUXPSL 4NBSU$POUSBDU %BUBCBTF .Z42-0SBDMF 1PTUHSF42-FUD

    "QQMJDBUJPO 3VCZ1)1 +BWBFUD ΦϑνΣʔϯͰॲཧΛ ߦ͍ɺ݁ՌΛϒϩοΫ νΣʔϯʹه࿥͢Δ վ᜵଱ੑͳͲʹΑΔ֬ ࣮ͳՁ஋ͷҠಈͷه࿥ Λ෇͚Δ ܭࢉॲཧΛߦ͍ɺσʔ λͷӬଓԽ͢ΔͨΊ %#ʹه࿥͢Δ "$*%ಛੑʹΑΔ࣮֬ ͳσʔλͷه࿥Λ୲͏ -BZFSʹखΛՃ͑Δ͜ͱͳ͘ɺ -BZFSͰੑೳ޲্΍৽ͨͳػೳΛ௥Ճ ϒϩοΫνΣʔϯͷ-BZFS ࢀߟ 8FCΞϓϦͷϨΠϠʔߏ଄

  42. -JHIUOJOH/FUXPSL • -BZFSͰͷ໰୊఺ ◦ গֹܾࡁͰ΋ࢧ෷͍ͷ౎౓ख਺ྉ͕ඞཁ ◦ ࢧ෷͍֬ఆ·Ͱ෼࣌ؒ • -JHIUOJOH/FUXPSL ◦

    ϖΠϝϯτνϟωϧ෼ͷख਺ྉͷΈͰɺগ ֹܾࡁ͝ͱͷख਺ྉ͸ෆཁ ◦ ଈ࣌ૹ͕ۚՄೳ

  43. -JHIUOJOH/FUXPSLͷ࢓૊Έ • ։࢝ͱऴྃͷऔҾ͚ͩϒϩοΫν Σʔϯʹه࿥ • ్தͷ΍ΓऔΓ͸ΦϑνΣʔϯͰ ॲཧ ऀؒͷϖΠϝϯτνϟωϧ -JHIUOJOH/FUXPSL ग़ॴIUUQTNPCMPDLKQBSUJDMFT

    • ϖΠϝϯτνϟωϧΛܨ͍Ͱ࠷ऴ తͳ૬खͱ઀ଓ • தܧ͢Δਓʹ͸৴པΛஔ͔ͳͯ͘ ΋औҾ͕Մೳ

  44. -JHIUOJOH/FUXPSLʹ͍ͭͯ • -BZFSʹΑΔੑೳͷ֦ு ◦ ։࢝ͱऴ͚ྃͩ-BZFSʹॻ͖ࠐΈ ◦ ॲཧੑೳ΍ख਺ྉ࡟ݮΛ࣮ݱ • NVMUJTJHUJNFMPDLͳͲεΫϦϓτΛ׆༻ ◦

    ෆਖ਼ͷΠϯηϯςΟϒΛͳ͘͠ɺ-BZFSͰ ΋৴པͰ͖ΔୈࡾऀΛஔ͔ͣʹऔҾ

  45. 4NBSU$POUSBDUͷఆٛ ๏཯ ٕज़ ๏తͳܖ໿ॻͷ ࣗಈࣥߦ ϒϩοΫνΣʔϯ্ σδλϧΞηοτͷ ϓϩάϥϚϒϧͳҠస

  46. 4NBSU$POUSBDUͷྫΫϥ΢υαΠϯϖΠϝϯτ

  47. εϚʔτίϯτϥΫτͷྫΤεΫϩʔ • ྫΦʔΫγϣϯͰͷམࡳ঎඼ͷड͚౉͠ • ചΓखະ෷͍Ͱ࣋ͪಀ͛͞Εͨ͘ͳ͍ • ങ͍खͪΌΜͱͨ͠঎඼ʹ͚ͩࢧ෷͍͍ͨ

  48. ैདྷͷղܾํ๏ ചΓख ΤʔδΣϯτ ങ͍ख ൃૹ ࢧ෷

  49. εϚʔτίϯτϥΫτͰͷղܾํ๏ ചΓख ΞυϨε PG NVMUJTJH ങ͍ख ΤʔδΣϯτ ࢧ෷ ֬ೝ ഑ૹ

    ॺ໊ ग़ۚ ໰୊࣌ʹ஥հ

  50. • ചΓखɾങ͍खɾΤʔδΣϯτͷਓͷ͏ͪɺ ਓͷॺ໊͕͋Ε͹ग़ۚՄೳ • ചΓखങ͍ख͕ࢧ෷͍ڋ൱ͯ͠΋ɺചΓखɾ ΤʔδΣϯτͷॺ໊͕͋Ε͹ग़ۚͰ͖Δ • ങ͍ख঎඼͕ಧ͔ͳͯ͘΋ɺങ͍खɾΤʔδ Σϯτͷॺ໊͕͋Ε͹ग़ۚͰ͖Δ PGNVMUJTJH

  51. ചΓख͕঎඼Λಧ͚ͳ͔ͬͨ৔߹ ചΓख ΞυϨε PG NVMUJTJH ങ͍ख ΤʔδΣϯτ ࢧ෷ ֬ೝ ഑ૹ͞Εͳ͍

    ґཔ ฦۚ ॺ໊

  52. ങ͍ख͕঎඼Λड͚औͬͨͷʹࢧ෷͍Λڋ൱ͨ͠৔߹ ചΓख ΞυϨε PG NVMUJTJH ങ͍ख ΤʔδΣϯτ ࢧ෷ ֬ೝ ഑ૹ

    ॺ໊ΛૹΒͳ͍ ग़ۚ ґཔ ॺ໊

  53. 4NBSU$POUSBDUͰ͸શͯΛ-BZFSͰॲཧ͢Δ ඞཁ͸ͳ͘ɺ-BZFSؒͷ੾Γ෼͚͕ॏཁ ͲͷϨΠϠʔͰॲཧΛߦ͏ͷ͔ -BZFS #MPDLDIBJO -BZFS • #MPDLDIBJOͱ͸ผʹγεςϜΛ૊Ήඞཁ͕͋Γɺ ৴པ΋͔Βݕ౼͠ͳ͚Ε͹ͳΒͳ͍ •

    ҰํͰίʔυͷमਖ਼΍ܖ໿ͷมߋʹ͸ ߏங࣍ୈ Ͱ ॊೈʹରԠͰ͖Δ • εΫϦϓτ&7.0SBDMFΛ༻͍ͨॲཧ • -BZFSΛ૊Ήඞཁ͕ͳ͍൓໘ɺίʔυͷόάର Ԡ΍ɺܖ໿ʹมߋ͕͋ͬͨ৔߹ͷमਖ਼͕໘౗

  54. 伴ͱͳΔͷ͸NVMUJTJHͷ׆༻ • ۃ࿦͢Ε͹ɺ-BZFS͸NVMUJTJH·Ͱɺ͋ͱͷ ॲཧ͸-BZFSͰ΋੒ཱ͢Δ ◦ ৚݅Λຬ͍ͨͯ͠Δ͔ɺ୭ʹɺ͍͘ΒՁ஋ ΛҠಈ͢Δ͔ɺΛ౎౓֬ೝͯ͠ॺ໊ • ΋ͪΖΜͦΕ͕ຊ౰ʹΑ͍͔͸ཁݕূ

  55. 4NBSU$POUSBDUͰߟྀ͠ͳ͚Ε͹ͳΒͳ͍΋ͷ Ϗδωε ๏཯ ٕज़

  56. 5IF%"0͕ূ݊औҾ๏ద༻ର৅ ग़ॴIUUQTXXXTFDHPWOFXTQSFTT

  57. ՝୊4NBSU$POUSBDUͷ๏త༗ޮੑ • ʮԿʹ͍ͭͯʯ߹ҙ͔ͨ͠ ◦ ສਓ͕ίʔυΛಡΉͷ͔ ◦ ຖճόάͷͳ͍ܖ໿Λ࡞੒Ͱ͖Δ͔

  58. 5IF%"0 ग़ॴIUUQTHJUIVCDPNTMPDLJU%"0CMPCEFWFMPQ5PLFOTPM

  59. Ұ෦ͷ&3$ʹ͋ͬͨ#BUDI0WFS'MPXόά

  60. ࢀߟ$SFBUJWF$PNNPOT ग़ॴIUUQTDSFBUJWFDPNNPOTKQMJDFOTFT ར༻ऀՄಡ ઐ໳ՈՄಡ ػցՄಡ

  61. 4NBSU$POUSBDU࣌୅ͷܖ໿ॻ ར༻ऀ Մಡ ઐ໳Ո Մಡ ػցՄಡ ߕࢧ෷͏ Ե ສԁ ΋͠OPU

    ਃ͠ग़ ܖ໿ظؒߋ৽ ೥ ʮਓʹ΍͍͞͠ʯܖ໿ ࣗ෼ͷϙϦγʔʹ൓͠ ͨ৚߲ͷࣝผ ͜Ε·Ͱ௨Γͷܖ໿ॻ Λ൒ࣗಈੜ੒ ࣗಈࣥߦՄೳͳ৚߲ͷ ίʔυԽ ܗࣜతݕূʹΑΔόά ๷ࢭ

  62. ՝୊υϥΠͳܖ໿ɾ΢Σοτͳӡ༻ • ܖ໿ॻ͸࣮຿্ɺඞͣ͠΋จݴ௨Γʹࣥߦ͞ Εͯ͸͍ͳ͍ ◦ ฦࡁ଺ೲͯ͠΋͍͖ͳΓ୲อݖࣥߦͰ͸ͳ ͘ϦεέͰରԠ • طଘͷܖ໿Λ4NBSU$POUSBDUʹ͢Δ৔߹ɺ࣮ ৘Λ౿·͑ͨίʔυԽ͕ඞཁ

  63. $0%& ग़ॴIUUQTFOXJLJQFEJBPSHXJLJ1BUIFUJD@EPU@UIFPSZ

  64. $0%&αϚϦ • ਓʑͷৼΔ෣͍Λن੍͢Δͷ͸ɺ๏ɾنൣɾ ࢢ৔ɾΞʔΩςΫνϟͰ͋Δ • ΞʔΩςΫνϟ͸ଞͷن੍ΑΓ΋ɺ׬ᘳʹ࣮ ૷Ͱ͖Δ ಛʹαΠόʔۭؒͰ͸ • ڧ͗͢Δن੍͸ۙ୅ࣾձͷՁ஋؍Λࡴ͔͠Ͷ

    ͳ͍ • ͦͷͨΊɺ͋͑ͯෆ׬શੑΛ࢒ͨ͢Ίͷʮن ੍΁ͷن੍ʯ͕ඞཁͰ͋Δ

  65. $0%&αϚϦ • ਓʑͷৼΔ෣͍Λن੍͢Δͷ͸ɺ๏ɾنൣɾ ࢢ৔ɾΞʔΩςΫνϟͰ͋Δ

  66. $0%&๏ɾنൣɾࢢ৔ɾΞʔΩςΫνϟ • ෦԰ʹਓΛೖΕͨ͘ͳ͍৔߹ ◦ ๏཯ʮ͜ͷ෦԰ʹೖΔͱ௄໾೥Ͱ͢ʯ ◦ نൣʮ͜ͷ෦԰ʹೖΔͱ͔͍ͩ͞ʯ ◦ ࢢ৔ʮ͜ͷ෦԰ͷೖ৔ྉ͸ສԁͰ͢ʯ ◦

    ΞʔΩςΫνϟ෦԰ʹ伴Λ͔͚Δ

  67. $0%&αϚϦ • ΞʔΩςΫνϟ͸ଞͷن੍ΑΓ΋ɺ׬ᘳʹ࣮ ૷Ͱ͖Δ ಛʹαΠόʔۭؒͰ͸

  68. $0%&๏ɾنൣɾࢢ৔ͷڧ੍ྗ • ๏ɾنൣɾࢢ৔ΛഁΔͷ͸ɺ΍Ζ͏ͱࢥ͑͹ Ͱ͖Δ ◦ ๏཯ҙਤͯ͠๏཯Λ൜͢ ◦ نൣਓͷ໨Λؾʹ͠ͳ͍ ◦ ࢢ৔ۚʹ΋ͷΛݴΘͤΔ

  69. $0%&ΞʔΩςΫνϟͷڧ੍ྗ • ΞʔΩςΫνϟΛഁΔͷ͸ɺಛʹαΠόʔۭ ؒͰ͸ෆՄೳʹ͍ۙ ◦ ਓΛࡴ͢͜ͱ͸Ͱ͖Δ͚Ͳɺଞਓͷ 'BDFCPPLΞΧ΢ϯτ͸ফڈͰ͖ͳ͍ ◦ ࢴฎͷίϐʔ͸Ͱ͖Δ͚Ͳɺ4VJDBͷίϐ ʔ͸Ͱ͖ͳ͍

    ◦ ઈରʹෆՄೳͰ͸ͳ͍͕೉қ౓͸ߴ͍͠ɺ ͦ΋ͦ΋ͦͷखஈ͢Βҙࣝ͞Εͳ͍

  70. $0%&αϚϦ • ڧ͗͢Δن੍͸ۙ୅ࣾձͷՁ஋؍Λࡴ͔͠Ͷ ͳ͍

  71. $0%&ن੍ͱۙ୅తՁ஋؍ • ࣗ༝ ◦ ྑ৺తͳҧ๏ऀ FHΩϯά຀ࢣ ◦ ϛοΫεςʔϓ • ฏ౳

    ◦ อݥͷٯબ୒໰୊ • ϓϥΠόγʔ ◦ ʮ5ϙΠϯτΧʔυ͸͓࣋ͪͰ͔͢ ʯ ◦ "OESPJEͰͷҐஔ৘ใɾӾཡཤྺͷऔಘ

  72. • ෆ׬શੑ͸ΠϊϕʔγϣϯͷݯઘͰ΋͋Δ ◦ :PV5VCF ◦ 6CFS ◦ "JSCOC ◦ άϨʔκʔϯͰ੒௕ͨ͠αʔϏε͸ଟ͍

    $0%&ෆ׬શੑͷՁ஋

  73. $0%&αϚϦ • ͦͷͨΊɺ͋͑ͯෆ׬શੑΛ࢒ͨ͢Ίͷʮن ੍΁ͷن੍ʯ͕ඞཁͰ͋Δ

  74. • ʮ༡ͼʯΛ࢒ͨ͠ΞʔΩςΫνϟ ◦ ϑΣΞϢʔε ◦ $SFBUJWF$PNNPOT $0%&ن੍΁ͷن੍

  75. $0%&ن੍΁ͷن੍ • গͳ͘ͱ΋ͦ͏ͨ͠Ձ஋൑அʹ͍ͭͯͷ߹ҙ ܗ੒Λ͢Δ΂͖ ◦ ੓෎͸ػೳෆશͰͦ͏ͨ͠Ձ஋؍Λٞ࿦͢ Δ৔ʹͳ͍ͬͯͳ͍ ◦ ݱࡏͰ͸(PPHMF΍'BDFCPPLͷΑ͏ͳࢲا ۀ಺Ͱܾ·͍ͬͯΔ

    ◦ &6ʹΑΔ(%13΍ϓϥοτϑΥʔϚʔن੍ ͷಈ͖

  76. $0%&αϚϦ • ਓʑͷৼΔ෣͍Λن੍͢Δͷ͸ɺ๏ɾنൣɾ ࢢ৔ɾΞʔΩςΫνϟͰ͋Δ • ΞʔΩςΫνϟ͸ଞͷن੍ΑΓ΋ɺ׬ᘳʹ࣮ ૷Ͱ͖Δ ಛʹαΠόʔۭؒͰ͸ • ڧ͗͢Δن੍͸ۙ୅ࣾձͷՁ஋؍Λࡴ͔͠Ͷ

    ͳ͍ • ͦͷͨΊɺ͋͑ͯෆ׬શੑΛ࢒ͨ͢Ίͷʮن ੍΁ͷن੍ʯ͕ඞཁͰ͋Δ

  77. εϚʔτίϯτϥΫτͰͷղܾํ๏ ചΓख ΞυϨε PG NVMUJTJH ങ͍ख ΤʔδΣϯτ ࢧ෷ ֬ೝ ഑ૹ

    ॺ໊ ग़ۚ ໰୊࣌ʹ஥հ

  78. ·ͱΊ • ʮ৴པͰ͖ΔୈࡾऀΛඞཁͱ͠ͳ͍ిࢠࢧ෷ ͍γεςϜʯ͔ΒϒϩοΫνΣʔϯͷجૅΛ ৼΓฦͬͨ • -BZFSͷٕज़ɺಛʹεϚʔτίϯτϥΫτͷ ࣮ݱํ๏ͱɺͦͷٕज़తɾࣾձత՝୊Λݕ౼ ͨ͠