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੨ࢁֶӃେֶ஍ٿࣾձڞੜֶ෦ ݹڮେ஍ !NBQDPODJFSHF ৘ใࣾձ࿦ ૌ͑ΒΕͳ͍ͨΊͷ デジ λϧίϯςϯπɾϥΠηϯεೖ໳

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ຊίϯςϯπͷ ϥΠηϯε͸ಛʹஅΓͷͳ͍ݶΓ $$#:4"ʹै͍·͢ɻ

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࠷ۙͷ࿩୊

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ژ౎େֶͷ1ZUIPOϓϩάϥϛϯάڭՊॻ https://twitter.com/tetsutalow/status/1229942515492478978

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https://repository.kulib.kyoto-u.ac.jp/dspace/handle/2433/245698

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$$#:/$/%

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IUUQTQSUJNFTKQNBJOIUNMSEQIUNM

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IUUQTDTKQ

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$$#:/$4"

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ઌिͷ՝୊

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"%"&""&#&#"#"

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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˜8JLJQFEJBΑΓҰ෦Ҿ༻ IUUQTKBXJLJQFEJBPSHXJLJ&"$&#"&#&#"#"&"%

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ઌिͷ՝୊ ͳͥ$$ϥΠηϯε͸ ීٴ͠ͳ͔ͬͨͷ͔ʁ ͦͷཧ༝Λग़དྷΔݶΓ۩ମతʹɺจࣈҎ಺Ͱ "(6৘ใࣾձ࿦ϋογϡλάΛ͚ͭͯ౤ߘ

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ࠓ೔ͷςʔϚ 4" 4IBSF"MJLF

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ࠓ೔ͷςʔϚ $$ Ҏ֎ͷબ୒ࢶ

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ϒϥοΫ δϟοΫ ʹ ΑΖ͘͠ IUUQNBOHBPOXFCDPNDPNQBOZEPXOMPBEIUNM

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IUUQNBOHBPOXFCDPNOFXT

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༗ݶձࣾࠤ౻ອը੡࡞ॴٴͼࠤ౻लๆ͸ɺʮϒϥοΫδϟοΫʹΑΖ͘͠ʯ࡞඼ͷར༻ʹؔͯ͠ɺҎԼͷ௨Γن໿ΛఆΊ·͢ɻ ʲࣗ༝ͳར༻ʳ ຊن໿ͷ৚݅ʹै͏ݶΓɺʮϒϥοΫδϟοΫʹΑΖ͘͠ʯ࡞඼Λ঎༻ɾඇ঎༻ͷ۠ผͳ͘ɺࣄલͷঝ୚ΛಘΔ͜ͱͳ͘ແঈͰෳ੡͠ެऺૹ৴͠ɺ·ͨɺͲͷΑ͏ͳ ຋Ҋ΍ೋ࣍ར༻ʢ֎ࠃޠ൛ɺύϩσΟɺΞχϝԽɺԻ੠ԽɺখઆԽɺөըԽɺ঎඼ԽͳͲʣΛߦ͏͜ͱ΋ՄೳͰ͢ɻೋ࣍తஶ࡞෺ʹؔͯ͠ݪஶ࡞෺ͷஶ࡞ݖΛฐࣾ͸ ߦ࢖͠·ͤΜɻ·ͨɺஶ࡞ऀਓ֨ݖʢಉҰੑอ࣋ݖʣΛߦ࢖͠·ͤΜɻ ʲ੍ݶʳ ॻ੶ͷ൛໘ͷෳ੡ېࢭ ౻ອը੡࡞ॴ)1ʢIUUQNBOHBPOXFCDPNDPNQBOZEPXOMPBEIUNMʣ΋͘͠͸TBUPNBOHBGBDUPSZʢIUUQTTBUPNBOHBGBDUPSZTUPSFTKQʣͰμ΢ϯϩʔυແঈ഑෍͋Δ͍͸༗ঈൢച͞ΕͨʮϒϥοΫδϟοΫʹ ΑΖ͘͠ʯୈר͔Βୈר·Ͱͷฐࣾ࡞੒ͷσʔλʹ͍ͭͯ͸ɺෳ੡ɺ࠶഑෍͢Δ͜ͱ͕Ͱ͖·͢ɻ ॻ੶ͷ൛໘ΛࣗΒຢ͸ୈࡾऀ͕ෳ੡ͨ͠΋ͷ΍σʔλԽͨ͠΋ͷʹ͍ͭͯ͸ɺ࠶഑෍ΛೝΊ·ͤΜɻ ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯ࡞඼ͷΈͷར༻ ʮ৽ϒϥοΫδϟοΫʹΑΖ͘͠ʯ΍ͦͷଞͷ࡞඼͸ɺڐ୚ͷର৅ͱ͸ͳΓ·ͤΜɻ λΠτϧͱஶ࡞ऀ໊ͷදࣔ ҎԼͷࣄ߲ͷදࣔΛ࡞඼ຖʹ໌ࣔతʹඞͣߦ͍ͬͯͩ͘͞ɻ͜ΕΒͷ಺༰ͷมߋ͸Ͱ͖·ͤΜɻ ೔ຊޠ൛ λΠτϧɿϒϥοΫδϟοΫʹΑΖ͘͠ ஶ࡞ऀ໊ɿࠤ౻लๆ ӳޠ൛ʢ೔ຊޠҎ֎Ͱͷར༻ʣͷ৔߹ͷදه λΠτϧɿ(JWF.Z3FHBSETUP#MBDL+BDL ஶ࡞ऀ໊ɿ4)6)04"50 "NB[PO,JOEMFετΞͰͷऔѻ͍͸ɺݸผͷڐ୚͕ͳ͍ݶΓҰ੾Ͱ͖ͳ͍΋ͷͱ͠·͢ɻ ʲ໔੹ʳ ̍ɽར༻ऀͷར༻ߦҝʹ͍ͭͯ͸ɺฐࣾٴͼࠤ౻लๆ͸Ұ੾ͦͷ੹೚Λෛ͍·ͤΜɻ ̎ɽೋ࣍ར༻ʹ͋ͨͬͯ+"43"$౳ͷୈࡾऀͱͷؒͰݖརॲཧ͕ඞཁͳ৔߹͸ɺೋ࣍ར༻ऀͷඅ༻ٴͼ੹೚ʹ͓͍ͯ͜ΕΛߦ͏΋ͷͱ͠·͢ɻ ˎҰൠࣾஂ๏ਓ೔ຊԻָஶ࡞ݖڠձʢ+"43"$ʣ؅ཧָۂ ɾרʗทɺทɺทɺทɺทʗʰΪλʔਔٛʱʢ࡞඼ίʔυʣ࡞ࢺʗࠧե఩ฏ ɾרʗทʗʰ໌೔͕͋Δ͞ʱʢ࡞඼ίʔυʣ࡞ࢺʗ੨ౡ޾உ ɾרʗทʗʰδϣʔϯδΣοτͷݘʱʢ࡞඼ίʔυʣ࡞ࢺʗઙҪ݈Ұ ʲېࢭࣄ߲ʳ ̍ɽҧ๏ͳαΠτ΍ҧ๏औҾ໨తͰͷར༻͸ېࢭ͠·͢ɻ ̎ɽࣗݾͷࢥ૝৴৚΍੓࣏తओுͷͨΊʹར༻͢Δ͜ͱʹΑΓɺฐࣾए͘͠͸ࠤ౻लๆͷओுͰ͋ΔͱͷޡೝΛੜͤ͡͞ΔΑ͏ͳར༻͸ېࢭ͠·͢ɻ ʲࣄޙใࠂʳ ࡞඼ͷೋ࣍ར༻ʹ͍ͭͯ͸ɺฐࣾѼʹిࢠϝʔϧʢNBOHBPOXFCJOGP!HNBJMDPNʣʹͯɺެ։ޙ̍ϲ݄Ҏ಺ʹ͝ใࠂ͍ͯͩ͘͠͞ɻ ৚݅ʹै͍ͬͯΔݶΓɺࣄޙใࠂʹΑͬͯར༻Λڋ൱͢Δ͜ͱ͸͋Γ·ͤΜɻ ੍ఆ೔ɹ೥݄೔ վగ೔ɹ೥݄೔ վగ೔ɹ೥݄೔ վగ೔ɹ೥݄೔

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹલฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOBDFDBB

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹલฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOBDFDBB

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
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݅೥

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOFEBBBC

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOFEBBBC

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOFEBBBC

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
 IUUQTOPUFNVTIVIP@TBUPOOFEBBBC

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ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
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Ұ෦Λެ։͢Δ͜ͱͰ ೝ஌౓Λ্͛ ऩӹͷ૯ֹΛ্ੵΈ͢Δɻ

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lਫ਼៛ͳϚελʔ੡൛σʔλΛ = ԁͰൢച͓ͯ͠Γɺͪ͜Β ͸೥ؒͰ఺ߪೖ͕͋ΓɺചΓ্ ͛͸= ԁz ʮϒϥοΫδϟοΫʹΑΖ͘͠ʯೋ࣍ར༻ϑϦʔԽ೥ޙใࠂɹޙฤΑΓҰ෦Ҿ༻ 
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͔Θ͍͍ϑϦʔૉࡐू ͍Β͢ͱ΍ IUUQXXXJSBTVUPZBDPN

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IUUQXXXJSBTVUPZBDPNQUFSNTIUNM ఺Ҏ্ ࢖ͬͨ ঎༻σβΠϯ ૉࡐͷ ߴղ૾౓ σʔλͷ࡞੒ ΦϦδφϧը૾

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OJDPOJDPಈը༻ϥΠηϯε χίχɾίϞϯζ IUUQIFMQOJDPWJEFPKQOJDPOJDPNNPOTUPT

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Ի੠߹੒Τϯδϯʮ70$"-0*%ʯ ॳԻϛΫ IUUQXXXDSZQUPODPKQNQQBHFTQSPEWPDBMPJEDWKTQ

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ࠓिͷ՝୊ ࠓճ঺հͨ͠঎༻ར༻ՄೳͰ ೋ࣍ར༻ՄೳͳίϯςϯπΛ༻͍ͯɺ େֶֶ෦ֶՊݚڀࣨͷ ϙελʔΛ࡞੒͠ɺͦͷը૾Λ 95XJUUFSʹ౤ߘޙɺͦͷ1FSNBMJOL63-Λ (PPHMF$MBTTSPPNʹఏग़ "(6৘ใࣾձ࿦ͷϋογϡλάΛؚΊ͍ͯͩ͘͞ɻ

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ώϯτ

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ྫ͑͹ 
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