AGU社会と情報2021 #13

஍ٿࣾձڞੜֶ෦ۭؒ৘ใαϒΫϥελݹڮେ஍ 5BJDIJ'VSVIBTIJ (FPTQBUJBM*OGPSNBUJPO$MVTUFS (MPCBM4UVEJFTBOE$PMMBCPSBUJPO "PZBNB(BLVJO6OJW ࣾձͱ৘ใ̏ ೥౓ޙظतۀ

ࠓ೔ͷήετ

࣏ؔ೭ !IBM@TL σδλϧிϓϩδΣΫτϚωʔδϟʔ   $PEFGPS+BQBO୅දཧࣄ

͝Ζొ৔༧ఆ

࠷ۙͷ࿩୊

σδλϧాԂ౎ࢢ ࠃՈߏ૝

஍ํ͔Βσδλϧͷ࣮૷ΛਐΊɺ৽ͨͳ มֵͷ೾Λى͜͠ɺ஍ํͱ౎ࢢͷࠩΛॖ Ί͍ͯ͘͜ͱͰɺੈքͱͭͳ͕Δʮσδ λϧాԂ౎ࢢࠃՈߏ૝ʯͷ࣮ݱʹ޲͚ɺ ߏ૝ͷ۩ମԽΛਤΔͱͱ΋ʹɺσδλϧ ࣮૷Λ௨ͨ͡஍ํ׆ੑԽΛਪਐ͢Δɻ IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFO

IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFOEBJTJSZPVQEG

ޫͷಓߏ૝ ʢ೥ʣ

IUUQTXXXTPGUCBOLKQIJLBSJKQ

஍ํ͔Βσδλϧͷ࣮૷ΛਐΊɺ৽ͨͳ มֵͷ೾Λى͜͠ɺ஍ํͱ౎ࢢͷࠩΛॖ Ί͍ͯ͘͜ͱͰɺੈքͱͭͳ͕Δʮσδ λϧాԂ౎ࢢࠃՈߏ૝ʯͷ࣮ݱʹ޲͚ɺ ߏ૝ͷ۩ମԽΛਤΔͱͱ΋ʹɺσδλϧ ࣮૷Λ௨ͨ͡஍ํ׆ੑԽΛਪਐ͢Δɻ IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFO σδλϧాԂ౎ࢢࠃՈߏ૝˺ޫͷಓߏ૝

IUUQTLUBJXBUDIJNQSFTTDPKQEPDTJOUFSWJFXIUNM

౦೔ຊେ਒ࡂͱ ੓ݖަ୅Ͱཱͪফ͑

ࠓ೔͸Կͷ೔ɿ݄೔ɿιϑτόϯΫͷଙਖ਼ٛࣾ௕͕ʮޫͷಓʯߏ૝ʹؔ͢ΔهऀձݟΛ։࠵ͨ͠೔ IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTJNSFCPPUUPEBZIUNM

IUUQTXXXOUUFBTUDPKQEBUBCPPLQEG@QEG

ࣦΘΕͨ೥ʜ

IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST

աڈΛৼΓฦΒͣʹ ৽͍͠΋ͷʹ ඈͼͭ͘੓࣏Ոʹ͸஫ҙʂ

ύϯυϥͷശʹ࢒͞Εͨر๬

lσδλϧాԂ౎ࢢϋΠ΢ΣΠz

IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFOEBJLJKPVTJSZPVQEG

l৘ใεʔύʔϋΠ΢ΣΠz ೥୅ IUUQTKBXJLJQFEJBPSHXJLJ&&"#&#&#$&&#$&'&"&"&"&"&"#&#

Α͏͢Δʹ lޫͷಓz

͜ΕͰࣦഊͨ͠Β ೔ຊʘ ?P? ʗśƂŦ

͜ͷߴ଎ωοτϫʔΫΛ ϑϧ׆༻ͯ͠ Έͳ͞Μ׆༂͍ͯͩ͘͠͞ʂ

IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST

લճͷ՝୊

ϚΠφϯόʔΧʔυΛ શࠃຽ͕औಘ͢ΔͨΊͷ ੓ࡦఏҊ

ʮ͜͏͍͏ʯػೳ͕͍ͭͨΒ ϚΠφϯόʔΧʔυΛ ͍࣋ͪͨʂͱࢥ͏ΞΠσΟΞΛ ʮ(PPHMFεϥΠυʯͱͯ͠ ̍ϖʔδʹจࣈͱը૾Ͱ·ͱΊͯఏҊ ʢطଘػೳΛڍ͛ͨ৔߹͸ݮ఺ʣ

ʢΈͳ͞Μͷ࡞඼ʣ

ࠓ೔͸࠷ऴճʂ

େ࣭໰େձʂ

࣍ճ ࠷ऴճ େ࣭໰େձ ʮࠓ·Ͱͷतۀ಺༰΍ɺσδ λϧிʹؔ͢Δ࣭໰ʯΛ จࣈҎ಺Ͱ ʮυΩϡϝϯτʯͱͯ͠ఏग़

ݹڮ΁ͷ࣭໰

͍ͭ΋Ͳ͜ͰतۀΛ഑৴͍ͯ͠Δͷ͔ʁ ϙέϞϯ(0Λ࡞੒͢Δ͖͔͚ͬ͸ͳΜͩͬͨͷ͔ɻ ݹڮ͸Ͳ͜Ͱ;PPNʹͭͳ͍Ͱ͍Δͷʁ ͳͥϙέϞϯ(0஍ਤΛ࡞Γ࢝Ίͨͷʁ

͜ͷߨٛͰεϥοΫͱ͍͏ଘࡏΛॳΊͯ஌Γ·ͨ͠ɻ ݹڮઌੜ͸ɺ͍ͭࠒ͔ΒεϥοΫʹ໨Λ͚͍ͭͯ·͔ͨ͠ʁ ·ͨɺεϥοΫͷՄೳੑʹ͍ͭͯઌੜͷݟղΛ͓ฉ͖͍ͨ͠ Ͱ͢ɻ ͍ͭ͝Ζ4MBDL࢖͍࢝Ίͨͷʁ ͦΕ͸ͳͥʁ

ϚΠφϙΠϯτ͕࠷େೋສԁ෼෇༩͞ΕΔΩϟϯϖʔϯΛߦͬ ͍ͯΔ͕ɺͦͷ༧ࢉ͸Ͳ͔͜Βग़͍ͯΔͷͰ͔͢ʁ ϚΠφϙΠϯτ࠷େೋສԁ෼෇༩͸ Ͳ͔͜Β༧ࢉग़ͯΔʁ

ڈ೥ɺ౦ژޒྠɾύϥϦϯϐοΫ޲͚ͷΞϓϦࣄۀඅ࡟ݮΛ Ί͙Γɺ౰࣌ͷฏҪσδλϧ୲౰૬͕z/&$ʹ͸ࢮΜͰ΋ൃ஫ ͠ͳ͍zͱൃݴ͠ɺҰ࣌ɺ࿩୊ʹͳΓ·ͨ͠ɻݹڮઌੜͷ໨͔ Βݟͯɺݱࡏɺ৘ใ෼໺ʹ͓͚Δ੓෎ͱେखاۀͱͷ༊ண΍ ዁౓͸ͻͲ͍΋ͷͰ͠ΐ͏͔ʁ ৘ใ෼໺ʹ͓͚Δ੓෎ͱେखاۀͱͷ ༊ண΍዁౓ͬͯ͋Δͷʁ

ݹڮઌੜ͕σδλϧிͰಇ͘͜ͱʹͳͬͨͱͨ͠ΒͲͷΑ͏ ͳಇ͖ํΛͯ͠ɺͲͷΑ͏ͳߦಈΛߦ͏ͱࢥ͍·͔͢ʁ ୡ੒͍ͨ͠໨ඪͱͦͷཧ༝΋ซͤͯڭ͍͖͍͑ͯͨͩͨͰ ͢ɻ ݹڮ͕σδிͰಇ͘͜ͱʹͳͬͨΒ ͍ͭ·ͰʹԿΛ΍Δʁ

ࡾ࣍ݩ౎ࢢϞσϧʮ1SPKFDU 1-"5&"6ʯʹ͍ͭͯԿ౓͔तۀ Ͱѻ͖ͬͯ·͕ͨ͠ɺඅ༻΍ٕज़౳ͷ੍໿͕Կ΋ͳ͔ͬͨ ΒɺͲΜͳػೳΛ࠾ΓೖΕΔͷ͔͕஌Γ͍ͨͰ͢ɻ͍ͭ΋ൃ ૝͕͓΋͠Ζ͍ͱࢥ͍ͬͯͨͷͰؾʹͳ͍ͬͯ·ͨ͠ɻ ༧ࢉɾٕज़త੍໿͕ͳ͚Ε͹ 1-"5&"6͸Ͳ͏ਐԽ͢Δʁ

ࠓݱࡏɺ৽ܕίϩφ΢ΠϧεʹΑΔڴҖͰ͞·͟·ͳۀքʹ Өڹ͕ग़͍ͯΔͷ͕ݟड͚ΒΕ·͢ɻྫ͑͹ɺҩྍػؔͰ͋ Ε͹ɺײછ֦େʹΑΔҩྍैࣄऀͷ૬͙࣍ܽۈͳͲ͕ڍ͛Β Ε·͢ɻ͜͏͍ͬͨ໰୊ΛσδλϧΛ௨ͯ͠ղܾ͢Δʹ͸Ͳ ͏͍ͬͨରࡦ͕Ұ൪ޮՌతͰ͋ΔͷͰ͠ΐ͏͔ʁ ʢͦͷଞɺ$07*%ରࡦʹ͍ͭͯͷ࣭໰ଟ਺ʣ ઀৮֬ೝΞϓϦɺ৘ใൃ৴ɺϫΫνϯূ໌ॻʜ $07*%ରࡦͰ࣍ͷҰख͸ԿΛ͢΂͖ʁ

ݱࡏɺݸਓ৘ใͷ؅ཧ͸ॅຽථͷ͋Δ࣏ࣗମ͕͍ͯͯ͠ɺԿ ͔͋Ε͹ॅຽථͷ͋Δࢢ۠ொଜͷ૭ޱʹߦ͔ͳ͚Ε͹ͳΓ· ͤΜ͕ɺ͜͏͍ͬͨ͜ͱ͸ࠓޙ΋มΘΒͳ͍ͷͰ͠ΐ͏͔ʁ ࠓޙɺॅຽථͷ͋Δ஍ҬͰͳ͔ͬͨΓɺεϚϗΛ࢖ͬͨΓ͠ ༷ͯʑͳखଓ͖͕Ͱ͖ΔΑ͏ʹͳΔՄೳੑ͸͋Γ·͔͢ʁ ʢͦͷଞɺωοτ౤ථͷ࣮ݱੑͳͲ࣭໰ଟ਺ʣ ೔ຊதͲ͜ʹ͍ͯ΋ ߦ੓खଓ͖Ͱ͖ΔΑ͏ͳΔ͔ʁ

σδλϧிʹظ଴͢Δਓ͕΍΍গͳ͍ͱߟ͑·͕͢ɺઌੜ͸ Ͳͷ఺ʹظ଴͠·͔͢ɻ·ͨɺσδλϧվֵؔ࿈๏Ҋʹؔ͠ ͯݸਓ৘ใͷอޢ͕ෆ҆ࢹ͞Ε͍ͯ·͕͢ɺࠓޙͷݸਓ৘ใ ͷอޢ͸ͲͷΑ͏ʹ͍ͯͬͨ͠ΒΑ͍ͱߟ͑·͔͢ɻ ʢͦͷଞɺݸਓ৘ใอޢʹ͍ͭͯͷ࣭໰ଟ਺ʣ ݹڮ͸σδிʹԿΛظ଴͢Δʁ ݸਓ৘ใอޢ͸Ͳ͏͢΂͖ʁ

ࠓ·Ͱͷ಺༰΍σδλϧி΁ͷ࣭໰ͱͯ͠ɺઌੜ΁ͷ࣭໰ʹ ͳΔͷͰ͕͢ɺNBSLEPXOԽͳͲͱ͍ͬͨಈ͖͸σδλϧʹ ਫ਼௨ͨ͠Ұఆͷਓ͕εϜʔζʹ෺ࣄ͕ߦ͑ΔΑ͏ʹ͢Δ΂͖ ͳͷ͔ࠃຽશମͰσδλϧྗΛ͋͛Δ΂͖ͳͷ͔ͲͪΒͷߟ ͑Λ͓࣋ͪͰ͔͢ʁ Ұ෦ͷεΩϧͷߴ͍ਓ͕ؤுΓ΍͍͢ະདྷͱ ࠃຽશମ͕σδλϧྗΛߴΊΔະདྷͲͬͪΛ໨ࢦ͢ʁ

σδλϧி΋͘͠͸ࣾձશମͷσδλϧԽͷಈ͖ͷதͰɺݹ ڮઌੜ͕ࠓҰ൪ؾʹͳ͍ͬͯΔ͜ͱ͸ԿͰ͔͢ɻ σδλϧࣾձͰ ݹڮ͕஫໨͍ͯ͠Δ͜ͱ͸ʁ

σδλϧி΁ͷ࣭໰ɻͳͥɺσδλϧிͷ্ͷਓʑ͕σδλ ϧʹਫ਼௨͍ͯ͠ΔϓϩͰ͸ͳ͍ͷͰ͔͢ʁ஌͕ࣝ๛෋ͳਓͷ ํ͕ɺݱঢ়೺Ѳͱਖ਼֬ͳ൑அΛ͢Δ͜ͱ͕Ͱ͖ΔͷͰ͸ͳ͍ ͔ͱࢥͬͨͷͰɺ஌͕ࣝ๛෋Ͱ͸ͳ͍ਓ͕Ұ൪্ͱͳΔͱগ ͠ෆ҆ͳؾ࣋ͪʹͳͬͯ͠·͍·ͨ͠ɻ ͳͥσδλϧிͷτοϓ͕ σδλϧʹਫ਼௨͍ͯ͠ΔϓϩͰ͸ͳ͍ͷͰ͔͢ʁ

σδλϧிͷϫΫνϯ઀छূ໌ΞϓϦ͕چ੏ซهͩͱରԠग़ དྷͳ͍ͱ͍͏࿩Λฉ͍ͨͷͰ͕͢ɺԿ͔ҙਤ͕͋ΔͷͰ͠ΐ ͏͔ʁ ͳͥϫΫνϯ઀छূ໌ΞϓϦ͕ چ੏ซهରԠͯ͠ͳ͍ͷ͔ʁ

ؔ͞Μ΁ͷ࣭໰

࣏ؔ೭ !IBM@TL σδλϧிϓϩδΣΫτϚωʔδϟʔ   $PEFGPS+BQBO୅දཧࣄ

ߴߍ࣌୅ʹϩϘοτΛ࡞੡͠ॳΊͯϓϩάϥϛϯάʹ৮Εɺ ཧ޻ֶ෦ͷجૅ࣮ݧͰͦͷཧղΛਂΊͨɻ͔͠͠ɺ͜Ε͔Β ͷੈ୅͸ͱ͍͏ͱɺ৮ΕΔͷ΋ཧղ΋খதֶੜ͔Β͢Δੈ୅ ͕ҭͬͯ͘Δɻ*5Խ͕ਐΉ͜Ε͔ΒɺͲ͏ֶ͍ͬͨश͕ΘΕ ΘΕͷੈ୅ʹ༗ޮ͔ɻʢͦͷଞɺ;ੈ୅΁ظ଴͢Δ͜ͱͳͲ࣭໰ଟ਺ʣ (*("εΫʔϧੈ୅͔Βಥ্͖͛Λ͘Β͏ ࠓͷ;ੈ୅͕͜Ε͔ΒͲ͏ֶͿͷ͕Α͍͔ʁ

՝୊ͷҰͭʹʮߦ੓จॻͷ.BSLEPXOʹม׵͢Δʯͱ͍͏΋ ͷ͕͋Γ·͕ͨ͠ɺඇৗʹखؒͱ͕͔͔࣌ؒΔ՝୊Ͱͨ͠ɻ ࣮ࡍʹߦ͏৔߹΋ɺख࡞ۀͰ஍ಓʹม׵͢ΔҎ֎Ͱޮ཰ͷྑ ͍ํ๏͸ͳ͍ͷͰ͠ΐ͏͔ʁ ʢ)BDL.%ΑΓ΋΋ͬͱ௚ײతʹૢ࡞Ͱ͖ͯ.BSLEPXOܗࣜͷจॻΛॻ͖΍͍͢αʔϏε͸ʁ౳ʣ .BSLEPXOจॻΛޮ཰Α͘࡞ΔΞυόΠε͸ʁ

೔ຊͷσδλϧԽͷਪਐͷͨΊʹߦ͍ͬͯΔݱࡏͷࢪࡦͷͳ ͔Ͱɺ࠷΋༏ઌ౓͕ߴ͍΋ͷ͸Կͩͱߟ͍͑ͯΔͷ͔ɻ· ͨɺࠓޙ׎͍͑ͨ૊৫ͷऔΓ૊Έ͸ͳʹ͔ɻ ʢͦͷଞɺ՝୊ղܾͷͨΊͷΞυόΠεɺσδλϧி͕Ͱ͖ͯมΘͬͨ͜ͱʹ͍ͭͯͷ࣭໰ଟ਺ʣ ݱঢ়༏ઌ౓ͷ࠷΋ߴ͍ࢪࡦ͸ʁ ͕͔͔࣌ؒͬͯ΋ղܾ͍ͨ͠՝୊͸ʁ

ϚΠφϯόʔΧʔυ΋ΩϟογϡϨεܾࡁ΋ɺ೔ຊ͸ଞͷઌ ਐࠃͱൺ΂ͯීٴεϐʔυ͕ѹ౗తʹ஗͍͜ͱ͸໌Β͔Ͱ ͢ɻ৽͍͜͠ͱʹ৻ॏʹͳΓ͕ͪɺࢧ෷ֹ͍ۚΛ໨Ͱݟ࣮ͯ ײ͍ͨ͠ͱ͍͏ਓ͕ଟ͍ͳͲͱ͍͏ᐆດͳࠃຽੑͷଞʹɺػ ցͷಋೖͷ࢓ํ΍աڈͷ੓ࡦͷࣦഊͳͲ໌Β͔ͳݪҼ͸͋Γ ·͔͢ʁ աڈͷ੓ࡦͷࣦഊࣄྫͰҹ৅ਂ͍ͷ͸ʁ ·ͨͦͷݪҼ͸ʁ

γϏοΫςοΫʹ͓͚Δߦ੓ࢀՃͱͯ͠ɺࣸਅΛࡱͬͯϚοϓ Λ࡞Δ͜ͱɺ4BGFDBTUϚοϓ͕औΓ্͛ΒΕ͍ͯ·͕ͨ͠ɺ 4BGFDBTUϚοϓʹ͍ͭͯ͸์ࣹઢྔΛଌΔʹ͸ಓ۩͕ͳ͘ɺ ͓͕͔͔ۚͬͯ͠·͏ɻϚοϓؔ࿈Ҏ֎ͷΦʔϓϯιʔεͱ͠ ͯɺؾ͔͓ܰͭۚΛ͔͚ͣʹࢲ͕ͨͪߦ੓ʹࢀՃͰ͖Δ͜ͱ ͸Կ͔͋Γ·͔͢ɻ ͓ۚͷͳֶ͍ੜͰ΋ࢀՃͰ͖Δ ϚοϓҎ֎ͷγϏοΫςοΫͬͯԿ͕͋Δʁ

σδλϧி͸ͳͥຽؒاۀͱͷ݉຿Λ͍ͯ͠Δਓ͕ଟ͍ͷͰ ͠ΐ͏͔ʁຽؒاۀ͕ਓࡐΛ੓෎ʹି͠ग़͢ͱ͍͏͜ͱͰ͋ Ε͹ɺग़޲ͷΑ͏ͳܗΛऔΔ΂͖Ͱ͸ͳ͍ͷ͔ٙ໰ʹࢥ͍· ͨ͠ɻʢͦͷଞɺීஈͷۀ຿͸ͲΜͳײ͡ʁ΋ͬͱ૿΍͢΂͖Ͱ͸ʁ౳ಉ༷ͷ࣭໰ଟ਺ʣ ͳͥຽؒاۀͱͷ݉຿Λ͍ͯ͠Δਓ͕ଟ͍ͷʁ ग़޲Ͱ͸ͩΊͳͷʁ

ࠃՈެ຿һ͸೔ຊࠃ੶͕ͳ͍ͱͳΕͳ͍ͱฉ͍͍ͯ·ͨ͠ ͕ɺ೥ʹσδλϧிͰ֎ࠃਓޏ༻Λ͢Δͱͷχϡʔε͕ ͋Γ·ͨ͠ɻࢲ͸ւ֎ͷํΛੵۃతʹট͖ೖΕΔ͜ͱʹର͠ ͯ͸ࢍ੒ͳͷͰ͕͢ɺ͔ͳΓωοτͰ͸͔ͨͨΕ͍ͯ·͠ ͨɻͳͥ֎ࠃਓޏ༻Λ͠Α͏ͱࢥͬͨͷͰ͠ΐ͏͔ʁ σδλϧி͕֎ࠃਓޏ༻͢Δͷ͸ͳͥʁ

ւ֎ͷઐ໳ػؔ΍ਓࡐͱͷܨ͕Γ͸ͲΕ͘Β͍׆ൃͳͷͰ͠ ΐ͏͔ʁ σδλϧிͱ࿈ܞ͍ͯ͠Δւ֎૊৫͸ʁ

σδλϧி͸ຽؒͷσδλϧԽ΍σʔλར׆༻ͷͨΊʹɺߴ ͍*5εΩϧΛ࣋ͬͨσδλϧٕज़Λۦ࢖Ͱ͖ΔਓࡐΛूΊΔ ͱࢥ͏͕ɺͦͷϘʔμʔϥΠϯ͸ͲΕ͘Β͍ͳͷͩΖ͏͔ɻ ࣗ෼͸৘ใܥͷֶՊͰͦͷϘʔμʔϥΠϯΛ໨҆ʹ͍ͨͨ͠ Ίɺ஌͓͖͍ͬͯͨɻ Ͳͷ͘Β͍εΩϧ͋ͬͨΒ σδλϧிʹ࠾༻͞ΕΔʁ

͞·͟·ͳ৘ใɾσδλϧͳͲͷ࿩͕͕͋ͬͨɺͦΕΒ͕ਪ ਐ͞Εͨ࣌ɺߴྸऀͳͲͱͷؒʹੜ·ΕΔσδλϧσόΠυ ͷରԠ͸Ͳ͏ͳ͍ͬͯ͘ͱࢥ͏͔ɻ ʢͦͷଞɺকདྷࣗ෼ͨͪ΋σδλϧσόΠυʹͳΔͷͰ͸ͳ͍͔ʁͱ͍͏ෆ҆ͳͲ࣭໰ଟ਺ʣ ߴྸऀͱͷؒʹੜ·ΕΔ σδλϧσόΠυΛͲ͏ղফ͢Δʁ

ͨ͘͞Μͷ ࣭໰͋Γ͕ͱ͏ʂ

ͦΕͰ͸ ࠷ऴ՝୊ͷൃදʂ

ࠓճ΋௒؆୯ʂ ʢ׳Ε͍ͯΕ͹̑෼ͰऴΘΔʣ

Έͳ͞Μ͕ߟ͑ͨ ࣭໰Λ (JU)VCʹެ։ͯ͠Έ͍ͯͩ͘͞ɻ ʢσδλϧிͷํ͕ճ౴͢ΔΘ͚Ͱ͸͋Γ·ͤΜɻʣ

ୠ͠ɺ .BSLEPXOه๏Ͱ

IUUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOE JOGPSNBUJPOJTTVFT

IUUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOEJOGPSNBUJPOJTTVFT

IUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOEJOGPSNBUJPOJTTVFT

౤ߘʹ͸(JU)VCΞΧ΢ϯτ͕ ඞཁͰ͢ɻ ʢΞΧ΢ϯτ໊ʹຊ໊Λه͢ඞཁ͸͋Γ·ͤΜʣ

౤ߘͨ͠ (JU)VC*TTVFͷ 1FSNBMJOL63-Λ (PPHMF$MBTTSPPNʹ ఏग़ͯ͠ऴྃʂ

൒೥͓͔ؒͭΕ͞·Ͱͨ͠ʂ ͪΐͬͱσδλϧʹ ৄ͘͠ͳͬͨͷͰ͸ʁ

ͦΕͱ

͍ͭ͜͠Ͱ͕͢ ࠷ޙͷ͓ئ͍

IUUQTEPDTHPPHMFDPNGPSNTEF'"*Q2-4E[#G,DHX*SRQ"UZ/#'MXLN,7DU[NNQ4YS0*$HWJFXGPSN VTQQQ@VSM

.BSLEPXOʹؔ͢Δ Ξϯέʔτʹ ڠྗ͓ئ͍͠·͢ʂ IUUQTEPDTHPPHMFDPNGPSNTEF'"*Q2-4E[#G,DHX*SRQ"UZ/#'MXLN,7DU[NNQ4YS0*$HWJFXGPSN VTQQQ@VSM

ݹڮେ஍5BJDIJ'636)"4)* !NBQDPODJFSHF

AGU社会と情報2021 #13

AGU社会と情報2021 #13

More Decks by furuhashlab

Other Decks in Education

Featured

Transcript