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αϧͰΘ͔Δ
ϒϩοΫνΣʔϯߨ࠲
ͪ5&$)ΧϑΣ
ࢵ༎ٍ
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ࣗݾհ
ࢵ༎ٍ ࡀ
ɹ৽ׁग़ɺԬࡏॅɻ
αΠόʔΤʔδΣϯτ৽ଔɻΤϯδχΞͱͯ͠ೖࣾ͠ɺϒϩάɺήʔϜɺ
ಈըลΓͷ։ൃɺ్தιʔγϟϧήʔϜͷϓϩσϡʔαʔΛ͍ͬͯͨΓͯ͠
·ͨ͠ɻ
݄ʹୀ৬ͯۚ͠༥ிΈͳ͠ۀऀొ͞ΕͨԾ௨՟औҾॴ.S&YDIBOHF
ͷݩ$50ɻݱࡏ҉߸ͱ͍͏ΫϦϓτҊ݅Λड͚Δձࣾͷදɻ
αʔόʔαΠυ8FCϑϩϯτΤϯυ6*σβΠϯςΫχΧϧσΟϨΫγϣϯ
৭ʑʜ
TDIPPͰ/PEFKTͷઌੜɺஶॻʹʮ8FC࡞ऀͷͨΊͷ(JU)VCͷڭՊॻʯ
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ͱԾ௨՟
͡Ίͯͷߪೖ
݄
ίΠϯνΣοΫ
ϦϦʔε
࠶ͼߪೖ
.U(PYͰอ༗͍ͯͨ͠#5$͕zফ໓z
Ծ௨՟ͱ
#MPDLDIBJOٕज़
ʹϋϚΔ
݄
.S&YDIBOHFઃཱ
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ϒϩοΫνΣʔϯٕज़͕͘ɺ৽͍͠ܦࡁ׆ಈΛ࢈Έग़͠
ࣾձ࣮͢ΔͨΊʹΒΕٕͨज़৫ɻ
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ͱݴ͑ɺ
αʔϏεʹϒϩοΫνΣʔϯ͍͍ͨʂ
ٕज़ΦϦΤϯςου
ʹͳ͍͚ͬͯͳ͍
/),ฏωοτ࢙ͰͷϗϦΤϞϯࢯ
ͨͩ͠#$Ͱྑ͘ͳΔ໘͋ΔɻϝϦοτΛͬͯ༻๏༻ྔΛकͬͯ͏ɻ
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ԿΛ࣋ͪؼͬͯΒ͏͔
w ΠϯλʔωοτతɿෆಛఆଟͷਓʹՁ͕Ϧʔν͢Δࣄ
͕࣮ݱ͢ΔηΧΠɻ
w ϒϩοΫνΣʔϯతɿಛఆଟͷਓ͕ؒʹԿڬ·ͣ͜Ε
·ͰҎ্ʹܨ͕Γɺ৽ͨͳՁΛܗ͍ͯ͘͠ηΧΠɻಛ
ఆଟͷਓ͕ՁΛܾΊɺͦͷՁΛଟ͘ͷਓʹಧ͚Δ
͜ͱ͕Ͱ͖ΔΑ͏ʹͳΔɻ
ϒϩοΫνΣʔϯͰԿ͕Ͱ͖Δͷ͔Θ͔ΔΑ͏ʹͳͬͯɺϒϩοΫνΣʔϯతͳ
ߟ͑ํɺϏδωεͷߟ͑ํ͕Ͱ͖ΔΑ͏ʹͳͬͯΒ͏ɻ
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ରऀ
ϒϩοΫνΣʔϯͬͯฉ͍ͨ͜ͱ͋ͬͯؾʹͳ͍ͬͯΔ͚
ͲɺͿͬͪΌ͚Կ͕Ͱ͖Δͷ͔Θ͔Βͳ͍ਓɻৄ͘͠Γͨ
͘ͳͬͨਓؔ࿈ਤॻΛհ͢ΔͷͰฉ͍͍ͯͩ͘͞ɻ
˞ߨٛ༰ΊͪΌͪ͘ΌΏΔ;ΘͰ͢ ?P?
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ͳʹ͕Ͱ͖ΔΑ͏ʹͳΔ͔
w ϒϩοΫνΣʔϯͰͳʹ͕Ͱ͖Δͷ͔͕Θ͔ΔΑ͏ʹͳΔ
w ϒϩοΫνΣʔϯతͳߟ͑ํΛݩʹɺϏδωε׆༻Ͱ͖Δ
Α͏ʹͳΔ
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εέδϡʔϧ
w ϒϩοΫνΣʔϯͰͳʹ͕Ͱ͖Δͷ͔͕Θ͔ΔΑ͏ʹͳΔ
w ϒϩοΫνΣʔϯͰͳʹ͕Ͱ͖Δͷ͔
w ͳΜͰΘ͟Θ͟ϒϩοΫνΣʔϯ͏ͷʁ
w ϒϩοΫνΣʔϯతͳߟ͑ํΛݩʹɺϏδωε׆༻Ͱ͖ΔΑ͏
ʹͳΔ
w ΞΠσΞιϯલ४උ
w ΞΠσΞιϯ։࢝ʙൃදɾߨධ
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ϒϩοΫνΣʔϯͰԿ͕Ͱ͖
Δͷ͔
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#JUDPJO͕ಈ͍͍ͯΔ
w ϊʔυͱݺΕΔωοτϫʔΫଓ͞ΕͨίϯϐϡʔλʔͳͲͷ͕͋Δ
w ϊʔυͦΕͧΕ͕ͦͷϒϩοΫνΣʔϯ্ͷίϐʔσʔλΛอ͍࣋ͯ͠Δɻ
ࢄܕாͱݺΕΔɻாʹ"͞Μ͔Β#͞Μʹ#5$ૹͬͨɻͱ͍͏Α͏ͳ
τϥϯβΫγϣϯͱ͍͏σʔλ͕ॻ͖ࠐ·ΕΔɻσʔλϕʔεͷػೳɻ
A → 1BTC → B
1෦͚ͩվ͟Μͯ͠
ແࢹ͞ΕΔɻ
ˢ߈ܸͷ༻ͳ
ऑ͋Δ
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#JUDPJO͕ಈ͍͍ͯΔ
w ϚΠχϯάͱ͍ͬͯɺτϥϯβΫγϣϯͷσʔλΛঝೝ
͢Δ࡞ۀ͕͋Δɻ͜ΕΛΔ͜ͱͰϚΠχϯάใु͕ग़
ͯɺ#5$͕ΠϯηϯςΟϒͱͯ͠Β͑Δɻ
w େྔͷϚγϯύϫʔΛͬͯதࠃͷϚΠχϯάاۀͳͲ
͕#5$Λ۷͍ͬͯͨΓͨ͠ɻ
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#JUDPJO͕ಈ͍͍ͯΔ
w ΥϨοτͱ͍͏#5$Λอଘ͢Δ͓ࡒ͋ΔɻͦͷΥϨοτͷ
อ༗ऀ͕ͭൿີݤͱ͍͏Έ͕͋Γɺ͜ΕΛͱʹϏοτίΠ
ϯͷड͚͠Ͱ͏ѼઌͷΞυϨεΛ·ͱΊΔػೳΛ͍ͬͯ·͢ɻ
1U1;+4%#Y,Y'#92VG1BUD,5(H
͜Μͳײ͡ͷΞυϨεใͱɺૹۚͰར༻͢ΔൿີݤͷใΛ͍࣋ͬͯΔɻ
ߴͷใϒϩοΫνΣʔϯ্Ͱࢀরͯ֬͠ೝ͢ΔͷͰɺΞϓϦ͚ͩͰͳ͘
ΦϑϥΠϯͳϋʔυΣΞΥϨοτϖʔύʔΥϨοτͳͲ͕ଘࡏ͢Δɻ
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εϚʔτίϯτϥΫτͰ৭ʑදݱͰ͖Δ
w ՁͷҠಈ͕Ͱ͖ΔΑ͏ʹͳΔ
w ॴ༗ΛදݱͰ͖Δ
w ͓ۚΛදݱͰ͖Δ
w ূ໌ॻɺূΛදݱͰ͖Δ
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ՁͷҠಈ͕ग़དྷΔ༷ʹͳΔ
ࠓ·ͰͷΠϯλʔωοτͰσʔλΛ͢ͱ͖ͱ͍͏ͷ
ίϐʔΛૹ৴͍͚ͯͨͩ͠ʹ͗ͣ͢ɺ͜ΕͰͨ͜͠
ͱʹͳΒͳ͍ɻ
ϒϩοΫνΣʔϯͰͪΌΜͱσʔλΛ୭͔ʹʮ͢ʯ
ࣄ͕Ͱ͖Δɻ
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ʮॴ༗ʯΛදݱ͍ͯ͠Δ
w ൿີݤΛͦͷॴ༗ऀ͚͕ͩ࣋ͭ͜ͱͰɺτϥϯβΫγϣϯ
ͷૹ৴ͳͲΛ࣮ߦ͢Δ͜ͱ͕Ͱ͖ΔɻϒϩοΫνΣʔϯత
ͳηΧΠͰɺ͜ͷൿີݤΛݸਓ͕ͪΌΜͱอ༗͢Δͱ͍
͏ҙ͕ࣝେࣄʹͳΔɻʢଞਓʹ༬͚ͳ͍ํ͕ྑ͍ʣ
w ෳͷϊʔυʹΑΔཧɻϚΠφʔʹΑΔڝ૪ͰϑΣΞʹ
ঝೝ࡞ۀ͕ࢄ͞Ε͍ͯΔͷͰ̍ͭͷऔҾΛϊʔυӡ༻͠
ͯΔਓΈΜͳͰཧ͢Δ͜ͱͰɺੈքͰ͚̍ͭͩͷσʔλ
ϕʔε͕࡞ΒΕ͍ͯΔɻͦͷ͏͑Ͱཧ͞Εͨʮॴ༗ʯͷ
ূ໌ɻ
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͓ۚΛදݱͰ͖Δ
w ͭ·Γ͓ۚͷදݱ͕ͱ͍ͯ͢͠ɻ
w طଘͷిࢠϚωʔͳͲ͕̍ࣾΛ࣋ͬͯσʔλϕʔε
্ͰݸਓͷΞΧϯτͷߴΛཧ͍ͯ͠Δɻ
w ৴པͰ͖ΔձࣾͰ͋Εྑ͍͕ɺձࣾࣗମ͕௵Εͯͳ
͔ͬͨ͜ͱʹͳͬͨΓɺվ͟Μ͞Εͯ͠·ͬͨΓɺݸਓ
ใ͕࿙ΕͨΓɺࠃʹΑͬͯࢹରʹͳͬͯ͠·
͏ɻ
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ূ໌ॻΛදݱग़དྷΔ
w /'5 /PO'VOHJCMF5PLFO
w ସੑͷͳ͍τʔΫϯͷ͜ͱɻٯʹସੑͷ͋ΔτʔΫϯԾ௨
՟ͱ͔ɻ
w ͦΕͧΕʹ&3$ɺ&3$ͱ͍͏ن͕֨ఆΊΒΕ͍ͯΔɻ
&3$ &UIFSFVN3FRVFTUGPS$PNNFOUT
ͱ͍͏&UIFSFVN൛ͷ3'$
͕͋ͬͯɺ༷ʑͳ༷ʹ͍ͭͯٞ͞Ε͍ͯΔɻ3'$ͷΑ͏ʹΦʔ
ϓϯʹਐΊΒΕ͍ͯΔɻΠϯλʔωοτͷྺ࢙Λܧঝ͍ͯ͠Δ͔ͷ
Α͏ʹɻ
w /'5Λͬͯূ໌ॻͷΑ͏ͳηΧΠʹ͚̍ͭͩͷͷͱ͔Λදݱ͢
Δ͜ͱ͕Ͱ͖Δɻ
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ূ໌ॻΛදݱͰ͖Δ
w Ξʔτͷূ໌ॻͰઆ໌
w ࢴΑΓϚγɻഁΕΔɺೞΕΔɺ೩͑ΔɺϑΥʔϚοτ͕ܾ·ͬͯͳ
͍ɺίϐʔͰ͖Δɺདྷྺ͕Βͳ͍ɻ
w σδλϧԽͨ͠΄͏͕Ϛγɻ͡Ό͋҉߸͕ੈքதͷΞʔτΛཧ
͢Δ%#࡞͔ͬͨΒΘΓʹӡ༻͢Δ͜ͱʹສ͕Ұͳͬͨͱͨ͠
Βʁͦͦ৴༻͕ͳ͍ɺ࿎Ͱվ͟Μͨ͠Γͦ͠͏ɺձ͕ࣾ௵Ε
ͯ%#͕ফ͑Δɻ
w ͬͺΓੈքͰ͔̍ͭ͠ͳ͍ϫʔϧυίϯϐϡʔλʔͷϒϩοΫ
νΣʔϯʹɺੈքͰ͔̍ͭ͠ͳ͍ΞʔτͷใΛهࡌ͢Δͷͱͯ
ࣗવͳ͜ͱɻ૬ੑ͕ྑ͍ɻ
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ূ໌ग़དྷΔ
w &3$
ͰఆΊΒΕ͍ͯΔ*EFOUJUZɺΛදݱ͢Δن֨͋
ΔɻࣗͷͲΜͳใඇதԝूݖతʹվ͟Μମ੍Λඋ͑ͨঢ়ଶͰه
ࡌ͢Δ͜ͱ͕Ͱ͖Δ͠ɺ։ࣔ͢ΔใΛެ։ઌ͝ͱʹબͿ͜ͱ͕ग़དྷ
Δɻ
w 5XJUUFS
'BDFCPPL
(PPHMFͰͷ0"VUIೝূͳͲʹൺͯɺٸʹΞΧ
ϯτΛফ͞ΕΔͱ͍͏Α͏ͳϦεΫ͕ͳ͍ɻ·ͨ4/4ͳͲͷใΛΘ
͟Θ͟૬खʹڭ͑Δ͜ͱͳ͘ɺຊདྷͷূ໌ʹಛԽͯ͠ར༻Ͱ
͖Δɻ
w ͜ͷ༷ΛͬͯϩάΠϯػೳͳͲΛ࣮͢Δ͜ͱ͕Ͱ͖Δɻ
w CMPDLTUBDLIUUQTCMPDLTUBDLPSHXIJUFQBQFSKQQEG
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վ͟ΜෆՄͰඇதԝ
w اۀؒͷΓͱΓʹΘΕΔέʔε
w ҩྍΧϧςڞ༗γεςϜ
w IUUQTHVJEFCMPDLDIBJO[DPNKBEPDTPTTNFEJDBMSFDPSE
w தݹंࢢͷདྷྺใΛه͠اۀؒͰڞ༗͢Δ
w $BS7FSUJDBMΧʔφϏσʔλͷڞ༗ɺࣄނཤྺɺߦཤྺͷهΛ
վ͟ΜෆՄೳͳϒϩοΫνΣʔϯΛ༻͍ͯղܾɻϝʔΧʔɺσΟʔ
ϥʔɺࣗಈंɺमཧɺอݥձࣾɺΦʔφʔͳͲ͕ؔ༩͢Δɻ
w IUUQTUXJUUFSDPN(JODP3FTFBSDITUBUVT
QIPUP
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%"QQTήʔϜ
खʹೖΕͨήʔϜࢿ࢈͕ͣͬͱࣗͷͷʹͳΔɻ
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%"QQTήʔϜͱ/'5
w දతͳͷʹ$SZQUP,JUUJFTͱ͍͏ήʔϜ͕͋Δ
w ਖ਼ʮօ%"QQTͷ͍ํԼख͗͢ʔʯ͍ͬͯ͏ϊϦͰ࡞ͬ
ͯΔײ͕͋ͬͨͷͰήʔϜͱͯ͠໘ന͍͔͓͖ͯ͞ɺ
w /'5 ସෆՄೳͳτʔΫϯ
ͱ͍͏ٕज़ͰೣͪΌΜΛ۠ผ
ͯ͠ϨΞϦςΟ͕ҧͬͨΓҭͯͨΓग़དྷΔɻ
w /'5ϒϩοΫνΣʔϯ্Ͱ།ҰແೋͳͷͰɺଞͷήʔϜ
͔Βར༻ՄೳͩͬͨΓ͢Δɻ
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$SZQUP,JUUJFTͷ/'5ࢿ࢈Λͦͷ··ଞͷήʔϜʹస༻ग़དྷΔɻ
ήʔϜͷࢿΛଞͷήʔϜͰ༡Ϳ͜ͱͰࢄ͍ͤͯ͞Δɻ
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ͦͷଞϒϩοΫνΣʔϯYήʔϜͰ
Կ͕ग़དྷͦ͏͔ͷΞΠσΞ
w ݈શੑΛอͭɿվ͟ΜෆՄೳͳهΛ͠ɺΨνϟͷ݁ՌΛΑΓਖ਼͠
͘ެ։
w ՁɾݖརͷҠৡɿߪೖͨ͠ήʔϜͷି͠आΓʢσδλϧൢചͩͱ
ങ͓ͬͯ͠·͍
w ༷ͷඪ४ԽɿήʔϜԣஅͨ͠ϨϕϧσβΠϯ͞Εͨ/'5ΞΠςϜن֨
Λ࡞ͬͯɺͦΕʹ४ڌͨ͠ήʔϜͰͷԣஅͨ͠ΞΠςϜར༻
w εϚʔτίϯτϥΫτɿ4UFBN.JOFDSBGUͷ.0%Έ͍ͨͳϞϊ
ΈΛ࡞ΔݖརΛͯ͠ɺήʔϜΞΠςϜΛ࡞ͬͯΒͬͨΓɺ֎෦
ͷΫϦΤΠλʔ͔ΒͷΞΠσΞ͕ήʔϜʹө͞ΕΔΈΛఏڙ͢
Δ
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ͦͷଞ
w ΤωϧΪʔऔҾ
w ిྗͳͲͷΤωϧΪʔΛిྗձࣾΛڬ·ͣɺݸਓؒاۀؒͰ
औΓҾ͖Ͱ͖ΔϓϥοτϑΥʔϜͷߏஙɻݸਓൃిͷ༨
ిྗͷൢചɺిؾࣗಈंͷॆిిྗͷߪೖͳͲɻ
w ༧ଌࢢ
w εϙʔπͷౌ͚ࣄ͔Βอݥͷݩ·Ͱ࡞ΕΔɻྫ͑ࣗಈं
อݥͰߦڑɺӡసखͷࣄނཤྺʹΑͬͯকདྷͷࣄނ֬
Λ༧ଌͯ͠ɺͦͷʹԠֹͨۚ͡Λอݥྉͱ͍ͯ͠ɺࣄނʹ
ר͖ࠐ·Εͨ߹ͷอݥۚΛಘΔΈɻ
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%F'J %FDFOUSBMJ[FE'JOBODF
ࢄܕۚ༥
w %&91SPUPDPMT%&9Λߏங͢ΔͨΊͷϓϩτίϧɻΥϨοτؒτϨʔυ
ΛՄೳʹ͢ΔϞϊɻ #JU4IBSFT
Y
#BODPS
,ZCFS
4UFMMBS
w 4UBCMF$PJOTՁ֨ͷ্Լ͕ܹ͍͠Ծ௨՟ʹରͯ͠ɺ҆ఆͨ͠υϧͱϖοά
͞Εͨ௨՟ɺ୲อΞϧΰϦζϜʹଇͬͯ҆ఆͨ͠ՁΛ࣮ݱ͢Δ௨՟ɻ
͜ΕΒͷ௨՟͕ϒϩοΫνΣʔϯ্Ͱར༻Ͱ͖ΔࣄʹΑͬͯɺԾ௨՟ͱͷ
τϨʔυʹར༻Ͱ͖ͨΓɺܾࡁͷ༻ͱͯ͠͏͜ͱ͕ग़དྷΔɻ
w -FOEJOH1SPUPDPMTԾ௨՟ͷି͠आΓΛਓΛհͣ͞ϓϩτίϧ্Ͱ݁͞
ͤͯɺརࢠΛ͚ͨΓ୲อۚͷཧΛͬͯ͘ΕΔɻ
w ͦͷଞɺσϦόςΟϒऔҾɺόεέοτऔҾɺϔοδϑΝϯυ͚औҾɺূ
݊τʔΫϯࢢɺূ໌ϓϩτίϧɺ%F'J͚ͷπʔϧΞφϦςΟΫε
༷ʑͳͷ͕ସ͞Ε͖͍ͯͯΔɻ
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Ծ௨՟औҾॴ
Ծ௨՟ΛചങͰ͖ΔҝସऔҾॴɻ
ࠓऔҾॴͷͱɺྲྀ௨͍ͯ͠Δ௨՟ͷ͑Εͳ͍΄Ͳ૿͍͑ͯΔɻ
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No content
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औҾॴ"
%&9"
औҾॴ#
औҾॴ$
%&9#
%&9$
ͦΕͧΕͷऔҾॴʹࢿ࢈Λ༬͚ͯ
ͦΕͧΕͷऔҾॴͷ%#্ͰऔҾ
ࣗͷԾ௨՟ΥϨοτʹ͋Δࢿ࢈Λ
ϒϩοΫνΣʔϯ্Ͱࣗ༝ʹऔҾ
%&9 %FDFOUSBMJ[FE&YDIBOHF
தԝूݖܕ ඇதԝूݖܕ %&9
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௨ৗͷऔҾͱ%&9औҾͷҧ͍
औҾॴ %&9
γʔΫϨοτΩʔΛऔҾॴ͕ཧ
ΥϨοτΛ࡞ͬͯ
γʔΫϨοτΩʔΛݸਓͰཧ
औҾͦͷऔҾॴͷதͰ݁
ଞॴͷҠಈʹঝೝ͕ඞཁͰ٧·Δࣄ
ϒϩοΫνΣʔϯ্ʹ͋ΔτʔΫϯʹ
Ձ͕͖֨ɺͲΜͳτʔΫϯͱऔҾग़དྷΔ
औҾॴ͕ࢿ࢈Λ༬͔͍ͬͯΔͷͰ
ΧϯλʔύʔςΟϦεΫ͕͋Δ
%&9ʹࢿ࢈Λ༬͚ͳ͍ͷͰ
ࣗͰཧ͍ͯ͠ΔൣғͷϦεΫ͕͋Δ
औҾॴ͕ཧ͢ΔΥϨοτΛ
ೖग़ۚ࣌ͷΈ͏
ݸਓ͕ཧ͢ΔΥϨοτͰ
%&9Λར༻͢Δ͜ͱ͕Ͱ͖Δ
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ΥϨοτػೳ͖%"QQTϒϥβͱ%&9
&5)͍࣋ͬͯΔΑ
.FUB.BTL
ϒϥβʹΥϨοτͷػೳΛͨͤͨ.FUB.BTLɺ%"QQTϒϥβػೳΛͬͨ
ΥϨοτΞϓϦͷ5SVTU8BMMFU͕͋Δɻ
ͦΕʹ४ڌͨ͠8FCαʔϏεΛఏڙ͢ΕɺΞυϨεೖྗϓϥΠϕʔτΩʔΛͬͨ
ૹۚͳͲͷΈΛ؆୯ʹݺͼग़͢͜ͱ͕Ͱ͖Δɻ
%"QQTϒϥβʹରԠͨ͠%&9ޱ࠲։ઃͷ༷ͳखଓ͖Λඞཁͱ͠ͳ͍ɻ
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%&9ʹࢀՃ͢ΔͨΊͷٕज़త੍͕ͳ͍
ࣗͰ࣮ͨ͠
ΥϨοτͰ
τϨʔυՄೳ
8FCαʔϏεΛϦϦʔε
͢Δͷͱಉ͘͡ɺ
ϒϩοΫνΣʔϯͷ࣮ʹ
४ڌ͢Ε୭ͰࢀೖՄೳ
ࣗͰ࣮ͨ͠
௨՟Λ্͢Δ͜ͱग़དྷΔ
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Πϯλʔωοτͬͯݩʑͦ͏͍͏
ͷͩͬͨͣʜ
ۚ༥ͷͰࢀೖোน͕ߴ͘ɺ·
ͩஔ͖͕͑ࡁΜͰ͍ͳ͔ͬͨɻ
ͦͯ͠ϒϩοΫνΣʔϯͷ͓͔͛ͰΠϯλʔωοτ্Ͱͷ
ຊͷҙຯͰͷՁͷҠಈ͕ݱ࣮ͷͷͱͳ͖ͬͯͨ
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҉߸ͷ͓ࣄ
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҉߸ͷ͓ࣄ
ANDART
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҉߸ͷ͓ࣄ
Google Amazon
Blockchain
Google, Amazon ʹ IoT σόΠεͷ
τϦΨʔΛѲΒΕͯ͠·͍ͬͯΔɻ
BlockchainͰݖݶΛཧ͍ͨ͠ɻ
IoTͷ͓ࣄ
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҉߸ͷ͓ࣄ
ͦͷଞ৭ʑͬͯΔͷͰฉ͍ͯΈ͍ͯͩ͘͞ɻ
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ͳΜͰΘ͟Θ͟ϒϩοΫνΣʔϯ͏ͷʁ
w ෳͷاۀ͕ڠۀ͢ΔΑ͏ͳ߹ɺ୭͔͕ཧ͢Δେ͖ͳσʔλϕʔεΛ
ஔ͍ͯͦΕΛ৴͡Δ͜ͱ͍͠ɻࢄԽ͞ΕͨσʔλϕʔεͰɺ֤͕ࣾ
σʔλΛͰ͖ΔΑ͏ʹ͠ͳ͚ΕͳΒͳ͍ɻ
https://www.jpx.co.jp/corporate/research-study/working-paper/tvdivq0000008q5y-att/JPX_working_paper_Vol22.pdf
w ෳͷاۀʹ͓͍ͯൈ͚ۦ͚ېࢭͩΑʂͱ͍͏ূ໌͕Ͱ͖Δɻੈͷதͦ
͏͍͏ࢢۀք͕ଟ͍Β͍͠ɻʢ)ZQFS-FEHFSͬͯΔͱ͜ͱ͔ʣ
w ඇڝ૪ྖҬͷ֦େ͕ग़དྷΔͱɺͦͷۀքͰ͓ޓ͍ग़དྷΔࣄͷఈ্͛
͕Ͱ͖ΔɻΦʔϓϯιʔεతͳߟ͑ํɻ
w τʔΫϯͳͲͷՁ͚ͮൃߦओʹΑΔૢ࡞͕ෆՄೳͳͷͰɺαʔϏεఏ
ڙଆͷاۀΛ৴པ͢Δඞཁͳ͘ɺαʔϏεͷՁɾ৴པΛ୲อ͢Δ͜ͱ͕
Ͱ͖Δɻ
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ͳΜͰΘ͟Θ͟ϒϩοΫνΣʔϯ͏ͷʁ
w εϚʔτίϯτϥΫτͰใुͳͲͷࢧ͍ΛࣗಈԽ͢Δ͜ͱͰɺ
ۜߦৼࠐͳͲΛΘͣສਓͷਓ͕૬खͰใुͷࢧ͍͕Մೳ
ʹͳΔɻ
w ϒϩοΫνΣʔϯͰग़དྷΔ͜ͱͱࣅͨΑ͏ͳͷΛ࡞Βͳͯ͘ࡁ
Ή
w ࣾձ͕ͬͱσδλϧԽ͞ΕͨΒى͜Δ͔͠Εͳ͍ةػͱઓ
͏ɻ'BDFCPPLʹྗ͕ू·Γ͗ͯ͢͠·ͬͨΈ͍ͨͳϦεΫΛ๊͑
ͨ··ɺ͞ΒͳΔதԝԽ͕ਐΜͰ͠·͏ɻܦࡁϓϥΠόγʔɺ
ࢢຽʹͱͬͯେ͖ͳϦεΫʹͳΔɻҰۃूத͠ͳ͍ϒϩοΫ
νΣʔϯɺ͜Ε͔Βͷࣾձͷجૅͱͯ͠ඞཁͳͷʹͳΔɻ
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https://www.youtube.com/watch?v=nHnm1vYka7Y
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ϒϩοΫνΣʔϯਓྨʹ·ͩૣ͍
w NQͱݪ൫ݖΠέͯΔ
w IUUQTQSUJNFTKQNBJOIUNMSEQ
IUNM
w ిࢠϚωʔͰ͢ΒՁΛײͯ͡Β͍͑ͯͳ͍ຊ
w ిࢠͳϞϊʹͪΌΜͱՁΛߟ͑ΒΕΔࠓͷͪΌΜ͘Β
͍ͷਓྨ͕ͬͱͨΓલͩͱ୧Γண͘ײ֮
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ΞΠσΞιϯΓ·͢ʂ
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ΞΠσΞιϯʹ͍ͭͯ
w ςʔϚɿʮϒϩοΫνΣʔϯΛͬͨαʔϏεΛߟ͑Δʯ
w %"QQTͰதԝ͕ͳ͍ࣗಈࣥߦαʔϏεʹͯ͠ΈͨΓɻ
w &3$
ͷن֨ΛͬͯΈͨΓɻ
w Ͱͨ͠ϒϩοΫνΣʔϯͰԿ͕Ͱ͖Δͷ͔ɺͱ
͍͏ใΛݩʹԿ͔Λղܾ͢Δɻ
w νʔϜϝϯόʔͷଔ੍ʹΈࠐΜͩΞΠσΞͰྑ͍ɻ
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͍͖ͳΓ͍͠ͱࢥ͏ͷͰ
https://twitter.com/longhash_jp/status/1137616572011335680
࣮ࡍʹ͍ͬͯͨϋοΧιϯͷൃද࡞ΛҰॹʹݟͯΈ·͠ΐ͏
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ϒϩοΫνΣʔϯతͳߟ͑ํΛݩ
ʹɺϏδωε׆༻Ͱ͖ΔΑ͏ʹͳΔ
w ϒϨετλΠϜ
w ࢵ͕֤νʔϜճͬͯϝϯλʔ͠·͢ɻ
w શνʔϜൃද
w ֤νʔϜߨධΛօͰͬͯΈ·͠ΐ͏ʢ࣭ٙԠʣ
w ݁Ռൃදʙʙʙʂʂ
w ༏উऀʹͳʹ͔͋Δ͔ʁ
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ελʔτ
ࢿྉ·Ͱ
w λΠτϧ
w ՝
w ղܾ๏
w ϒϩοΫνΣʔϯͳϙΠϯτ
ൃදޙɺϒϩοΫνΣʔϯత͔Ͳ͏͔ߨධ͠·͢