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AGU社会と情報2021 #13
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furuhashlab
January 18, 2022
Education
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AGU社会と情報2021 #13
© mapconcierge, CC BY-SA 4.0
furuhashlab
January 18, 2022
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Transcript
ٿࣾձڞੜֶ෦ۭؒใαϒΫϥελݹڮେ 5BJDIJ'VSVIBTIJ (FPTQBUJBM*OGPSNBUJPO$MVTUFS (MPCBM4UVEJFTBOE$PMMBCPSBUJPO "PZBNB(BLVJO6OJW ࣾձͱใ̏ ޙظतۀ
ࠓͷήετ
࣏ؔ೭ !IBM@TL σδλϧிϓϩδΣΫτϚωʔδϟʔ $PEFGPS+BQBOදཧࣄ
͝Ζొ༧ఆ
࠷ۙͷ
σδλϧాԂࢢ ࠃՈߏ
ํ͔Βσδλϧͷ࣮ΛਐΊɺ৽ͨͳ มֵͷΛى͜͠ɺํͱࢢͷࠩΛॖ Ί͍ͯ͘͜ͱͰɺੈքͱͭͳ͕Δʮσδ λϧాԂࢢࠃՈߏʯͷ࣮ݱʹ͚ɺ ߏͷ۩ମԽΛਤΔͱͱʹɺσδλϧ ࣮Λ௨ͨ͡ํ׆ੑԽΛਪਐ͢Δɻ IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFO
IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFOEBJTJSZPVQEG
ޫͷಓߏ ʢʣ
IUUQTXXXTPGUCBOLKQIJLBSJKQ
IUUQTXXXTPGUCBOLKQIJLBSJKQ
ํ͔Βσδλϧͷ࣮ΛਐΊɺ৽ͨͳ มֵͷΛى͜͠ɺํͱࢢͷࠩΛॖ Ί͍ͯ͘͜ͱͰɺੈքͱͭͳ͕Δʮσδ λϧాԂࢢࠃՈߏʯͷ࣮ݱʹ͚ɺ ߏͷ۩ମԽΛਤΔͱͱʹɺσδλϧ ࣮Λ௨ͨ͡ํ׆ੑԽΛਪਐ͢Δɻ IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFO σδλϧాԂࢢࠃՈߏ˺ޫͷಓߏ
IUUQTLUBJXBUDIJNQSFTTDPKQEPDTJOUFSWJFXIUNM
౦ຊେࡂͱ ݖަͰཱͪফ͑
ࠓԿͷɿ݄ɿιϑτόϯΫͷଙਖ਼͕ٛࣾʮޫͷಓʯߏʹؔ͢ΔهऀձݟΛ։࠵ͨ͠ IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTJNSFCPPUUPEBZIUNM
IUUQTXXXOUUFBTUDPKQEBUBCPPLQEG@QEG
ࣦΘΕͨʜ
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
աڈΛৼΓฦΒͣʹ ৽͍͠ͷʹ ඈͼ࣏ͭ͘Ոʹҙʂ
ύϯυϥͷശʹ͞Εͨر
lσδλϧాԂࢢϋΠΣΠz
IUUQTXXXDBTHPKQKQTFJTBLVEJHJUBM@EFOFOEBJLJKPVTJSZPVQEG
lใεʔύʔϋΠΣΠz IUUQTKBXJLJQFEJBPSHXJLJ&&"#&#&#$&&#$&'&"&"&"&"&"#&#
Α͏͢Δʹ lޫͷಓz
͜ΕͰࣦഊͨ͠Β ຊʘ ?P? ʗśƂŦ
͜ͷߴωοτϫʔΫΛ ϑϧ׆༻ͯ͠ Έͳ͞Μ׆༂͍ͯͩ͘͠͞ʂ
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
IUUQTEBUBUPQJDTXPSMECBOLPSHXPSMEEFWFMPQNFOUJOEJDBUPST
None
લճͷ՝
ϚΠφϯόʔΧʔυΛ શࠃຽ͕औಘ͢ΔͨΊͷ ࡦఏҊ
ʮ͜͏͍͏ʯػೳ͕͍ͭͨΒ ϚΠφϯόʔΧʔυΛ ͍࣋ͪͨʂͱࢥ͏ΞΠσΟΞΛ ʮ(PPHMFεϥΠυʯͱͯ͠ ̍ϖʔδʹจࣈͱը૾Ͱ·ͱΊͯఏҊ ʢطଘػೳΛڍ͛ͨ߹ݮʣ
ʢΈͳ͞Μͷ࡞ʣ
ࠓ࠷ऴճʂ
େ࣭େձʂ
࣍ճ ࠷ऴճ େ࣭େձ ʮࠓ·Ͱͷतۀ༰ɺσδ λϧிʹؔ͢Δ࣭ʯΛ จࣈҎͰ ʮυΩϡϝϯτʯͱͯ͠ఏग़
ݹڮͷ࣭
͍ͭͲ͜ͰतۀΛ৴͍ͯ͠Δͷ͔ʁ ϙέϞϯ(0Λ࡞͢Δ͖͔͚ͬͳΜͩͬͨͷ͔ɻ ݹڮͲ͜Ͱ;PPNʹͭͳ͍Ͱ͍Δͷʁ ͳͥϙέϞϯ(0ਤΛ࡞Γ࢝Ίͨͷʁ
͜ͷߨٛͰεϥοΫͱ͍͏ଘࡏΛॳΊͯΓ·ͨ͠ɻ ݹڮઌੜɺ͍ͭࠒ͔ΒεϥοΫʹΛ͚͍ͭͯ·͔ͨ͠ʁ ·ͨɺεϥοΫͷՄೳੑʹ͍ͭͯઌੜͷݟղΛ͓ฉ͖͍ͨ͠ Ͱ͢ɻ ͍ͭ͝Ζ4MBDL͍࢝Ίͨͷʁ ͦΕͳͥʁ
ϚΠφϙΠϯτ͕࠷େೋສԁ༩͞ΕΔΩϟϯϖʔϯΛߦͬ ͍ͯΔ͕ɺͦͷ༧ࢉͲ͔͜Βग़͍ͯΔͷͰ͔͢ʁ ϚΠφϙΠϯτ࠷େೋສԁ༩ Ͳ͔͜Β༧ࢉग़ͯΔʁ
ڈɺ౦ژޒྠɾύϥϦϯϐοΫ͚ͷΞϓϦࣄۀඅݮΛ Ί͙Γɺ࣌ͷฏҪσδλϧ୲૬͕z/&$ʹࢮΜͰൃ ͠ͳ͍zͱൃݴ͠ɺҰ࣌ɺʹͳΓ·ͨ͠ɻݹڮઌੜͷ͔ Βݟͯɺݱࡏɺใʹ͓͚Δͱେखاۀͱͷ༊ண ͻͲ͍ͷͰ͠ΐ͏͔ʁ ใʹ͓͚Δͱେखاۀͱͷ ༊ணͬͯ͋Δͷʁ
ݹڮઌੜ͕σδλϧிͰಇ͘͜ͱʹͳͬͨͱͨ͠ΒͲͷΑ͏ ͳಇ͖ํΛͯ͠ɺͲͷΑ͏ͳߦಈΛߦ͏ͱࢥ͍·͔͢ʁ ୡ͍ͨ͠ඪͱͦͷཧ༝ซͤͯڭ͍͖͍͑ͯͨͩͨͰ ͢ɻ ݹڮ͕σδிͰಇ͘͜ͱʹͳͬͨΒ ͍ͭ·ͰʹԿΛΔʁ
ࡾ࣍ݩࢢϞσϧʮ1SPKFDU 1-"5&"6ʯʹ͍ͭͯԿ͔तۀ Ͱѻ͖ͬͯ·͕ͨ͠ɺඅ༻ٕज़ͷ੍͕Կͳ͔ͬͨ ΒɺͲΜͳػೳΛ࠾ΓೖΕΔͷ͔͕Γ͍ͨͰ͢ɻ͍ͭൃ ͕͓͠Ζ͍ͱࢥ͍ͬͯͨͷͰؾʹͳ͍ͬͯ·ͨ͠ɻ ༧ࢉɾٕज़త੍͕ͳ͚Ε 1-"5&"6Ͳ͏ਐԽ͢Δʁ
ࠓݱࡏɺ৽ܕίϩφΠϧεʹΑΔڴҖͰ͞·͟·ͳۀքʹ Өڹ͕ग़͍ͯΔͷ͕ݟड͚ΒΕ·͢ɻྫ͑ɺҩྍػؔͰ͋ Εɺײછ֦େʹΑΔҩྍैࣄऀͷ૬͙࣍ܽۈͳͲ͕ڍ͛Β Ε·͢ɻ͜͏͍ͬͨΛσδλϧΛ௨ͯ͠ղܾ͢ΔʹͲ ͏͍ͬͨରࡦ͕Ұ൪ޮՌతͰ͋ΔͷͰ͠ΐ͏͔ʁ ʢͦͷଞɺ$07*%ରࡦʹ͍ͭͯͷ࣭ଟʣ ৮֬ೝΞϓϦɺใൃ৴ɺϫΫνϯূ໌ॻʜ $07*%ରࡦͰ࣍ͷҰखԿΛ͖͢ʁ
ݱࡏɺݸਓใͷཧॅຽථͷ͋Δ࣏ࣗମ͕͍ͯͯ͠ɺԿ ͔͋Εॅຽථͷ͋Δࢢ۠ொଜͷ૭ޱʹߦ͔ͳ͚ΕͳΓ· ͤΜ͕ɺ͜͏͍ͬͨ͜ͱࠓޙมΘΒͳ͍ͷͰ͠ΐ͏͔ʁ ࠓޙɺॅຽථͷ͋ΔҬͰͳ͔ͬͨΓɺεϚϗΛͬͨΓ͠ ༷ͯʑͳखଓ͖͕Ͱ͖ΔΑ͏ʹͳΔՄೳੑ͋Γ·͔͢ʁ ʢͦͷଞɺωοτථͷ࣮ݱੑͳͲ࣭ଟʣ ຊதͲ͜ʹ͍ͯ ߦखଓ͖Ͱ͖ΔΑ͏ͳΔ͔ʁ
σδλϧிʹظ͢Δਓ͕গͳ͍ͱߟ͑·͕͢ɺઌੜ Ͳͷʹظ͠·͔͢ɻ·ͨɺσδλϧվֵؔ࿈๏Ҋʹؔ͠ ͯݸਓใͷอޢ͕ෆ҆ࢹ͞Ε͍ͯ·͕͢ɺࠓޙͷݸਓใ ͷอޢͲͷΑ͏ʹ͍ͯͬͨ͠ΒΑ͍ͱߟ͑·͔͢ɻ ʢͦͷଞɺݸਓใอޢʹ͍ͭͯͷ࣭ଟʣ ݹڮσδிʹԿΛظ͢Δʁ ݸਓใอޢͲ͏͖͢ʁ
ࠓ·Ͱͷ༰σδλϧிͷ࣭ͱͯ͠ɺઌੜͷ࣭ʹ ͳΔͷͰ͕͢ɺNBSLEPXOԽͳͲͱ͍ͬͨಈ͖σδλϧʹ ਫ਼௨ͨ͠Ұఆͷਓ͕εϜʔζʹࣄ͕ߦ͑ΔΑ͏ʹ͢Δ͖ ͳͷ͔ࠃຽશମͰσδλϧྗΛ͋͛Δ͖ͳͷ͔ͲͪΒͷߟ ͑Λ͓࣋ͪͰ͔͢ʁ Ұ෦ͷεΩϧͷߴ͍ਓ͕ؤுΓ͍͢ະདྷͱ ࠃຽશମ͕σδλϧྗΛߴΊΔະདྷͲͬͪΛࢦ͢ʁ
σδλϧிࣾ͘͠ձશମͷσδλϧԽͷಈ͖ͷதͰɺݹ ڮઌੜ͕ࠓҰ൪ؾʹͳ͍ͬͯΔ͜ͱԿͰ͔͢ɻ σδλϧࣾձͰ ݹڮ͕͍ͯ͠Δ͜ͱʁ
σδλϧிͷ࣭ɻͳͥɺσδλϧிͷ্ͷਓʑ͕σδλ ϧʹਫ਼௨͍ͯ͠ΔϓϩͰͳ͍ͷͰ͔͢ʁ͕ࣝ๛ͳਓͷ ํ͕ɺݱঢ়Ѳͱਖ਼֬ͳஅΛ͢Δ͜ͱ͕Ͱ͖ΔͷͰͳ͍ ͔ͱࢥͬͨͷͰɺ͕ࣝ๛Ͱͳ͍ਓ͕Ұ൪্ͱͳΔͱগ ͠ෆ҆ͳؾ࣋ͪʹͳͬͯ͠·͍·ͨ͠ɻ ͳͥσδλϧிͷτοϓ͕ σδλϧʹਫ਼௨͍ͯ͠ΔϓϩͰͳ͍ͷͰ͔͢ʁ
σδλϧிͷϫΫνϯछূ໌ΞϓϦ͕چซهͩͱରԠग़ དྷͳ͍ͱ͍͏Λฉ͍ͨͷͰ͕͢ɺԿ͔ҙਤ͕͋ΔͷͰ͠ΐ ͏͔ʁ ͳͥϫΫνϯछূ໌ΞϓϦ͕ چซهରԠͯ͠ͳ͍ͷ͔ʁ
ؔ͞Μͷ࣭
࣏ؔ೭ !IBM@TL σδλϧிϓϩδΣΫτϚωʔδϟʔ $PEFGPS+BQBOදཧࣄ
ߴߍ࣌ʹϩϘοτΛ࡞͠ॳΊͯϓϩάϥϛϯάʹ৮Εɺ ཧֶ෦ͷجૅ࣮ݧͰͦͷཧղΛਂΊͨɻ͔͠͠ɺ͜Ε͔Β ͷੈͱ͍͏ͱɺ৮ΕΔͷཧղখதֶੜ͔Β͢Δੈ ͕ҭͬͯ͘Δɻ*5Խ͕ਐΉ͜Ε͔ΒɺͲ͏ֶ͍ͬͨश͕ΘΕ ΘΕͷੈʹ༗ޮ͔ɻʢͦͷଞɺ;ੈظ͢Δ͜ͱͳͲ࣭ଟʣ (*("εΫʔϧੈ͔Βಥ্͖͛Λ͘Β͏ ࠓͷ;ੈ͕͜Ε͔ΒͲ͏ֶͿͷ͕Α͍͔ʁ
՝ͷҰͭʹʮߦจॻͷ.BSLEPXOʹม͢Δʯͱ͍͏ ͷ͕͋Γ·͕ͨ͠ɺඇৗʹखؒͱ͕͔͔࣌ؒΔ՝Ͱͨ͠ɻ ࣮ࡍʹߦ͏߹ɺख࡞ۀͰಓʹม͢ΔҎ֎Ͱޮͷྑ ͍ํ๏ͳ͍ͷͰ͠ΐ͏͔ʁ ʢ)BDL.%ΑΓͬͱײతʹૢ࡞Ͱ͖ͯ.BSLEPXOܗࣜͷจॻΛॻ͖͍͢αʔϏεʁʣ .BSLEPXOจॻΛޮΑ͘࡞ΔΞυόΠεʁ
ຊͷσδλϧԽͷਪਐͷͨΊʹߦ͍ͬͯΔݱࡏͷࢪࡦͷͳ ͔Ͱɺ࠷༏ઌ͕ߴ͍ͷԿͩͱߟ͍͑ͯΔͷ͔ɻ· ͨɺࠓޙ͍͑ͨ৫ͷऔΓΈͳʹ͔ɻ ʢͦͷଞɺ՝ղܾͷͨΊͷΞυόΠεɺσδλϧி͕Ͱ͖ͯมΘͬͨ͜ͱʹ͍ͭͯͷ࣭ଟʣ ݱঢ়༏ઌͷ࠷ߴ͍ࢪࡦʁ ͕͔͔࣌ؒͬͯղܾ͍ͨ͠՝ʁ
ϚΠφϯόʔΧʔυΩϟογϡϨεܾࡁɺຊଞͷઌ ਐࠃͱൺͯීٴεϐʔυ͕ѹతʹ͍͜ͱ໌Β͔Ͱ ͢ɻ৽͍͜͠ͱʹ৻ॏʹͳΓ͕ͪɺࢧֹ͍ۚΛͰݟ࣮ͯ ײ͍ͨ͠ͱ͍͏ਓ͕ଟ͍ͳͲͱ͍͏ᐆດͳࠃຽੑͷଞʹɺػ ցͷಋೖͷํաڈͷࡦͷࣦഊͳͲ໌Β͔ͳݪҼ͋Γ ·͔͢ʁ աڈͷࡦͷࣦഊࣄྫͰҹਂ͍ͷʁ ·ͨͦͷݪҼʁ
γϏοΫςοΫʹ͓͚ΔߦࢀՃͱͯ͠ɺࣸਅΛࡱͬͯϚοϓ Λ࡞Δ͜ͱɺ4BGFDBTUϚοϓ͕औΓ্͛ΒΕ͍ͯ·͕ͨ͠ɺ 4BGFDBTUϚοϓʹ͍ͭͯ์ࣹઢྔΛଌΔʹಓ۩͕ͳ͘ɺ ͓͕͔͔ۚͬͯ͠·͏ɻϚοϓؔ࿈Ҏ֎ͷΦʔϓϯιʔεͱ͠ ͯɺؾ͔͓ܰͭۚΛ͔͚ͣʹࢲ͕ͨͪߦʹࢀՃͰ͖Δ͜ͱ Կ͔͋Γ·͔͢ɻ ͓ۚͷͳֶ͍ੜͰࢀՃͰ͖Δ ϚοϓҎ֎ͷγϏοΫςοΫͬͯԿ͕͋Δʁ
σδλϧிͳͥຽؒاۀͱͷ݉Λ͍ͯ͠Δਓ͕ଟ͍ͷͰ ͠ΐ͏͔ʁຽؒاۀ͕ਓࡐΛʹି͠ग़͢ͱ͍͏͜ͱͰ͋ Εɺग़ͷΑ͏ͳܗΛऔΔ͖Ͱͳ͍ͷ͔ٙʹࢥ͍· ͨ͠ɻʢͦͷଞɺීஈͷۀͲΜͳײ͡ʁͬͱ૿͖͢Ͱʁಉ༷ͷ࣭ଟʣ ͳͥຽؒاۀͱͷ݉Λ͍ͯ͠Δਓ͕ଟ͍ͷʁ ग़ͰͩΊͳͷʁ
ࠃՈެһຊࠃ੶͕ͳ͍ͱͳΕͳ͍ͱฉ͍͍ͯ·ͨ͠ ͕ɺʹσδλϧிͰ֎ࠃਓޏ༻Λ͢Δͱͷχϡʔε͕ ͋Γ·ͨ͠ɻࢲւ֎ͷํΛੵۃతʹট͖ೖΕΔ͜ͱʹର͠ ͯࢍͳͷͰ͕͢ɺ͔ͳΓωοτͰ͔ͨͨΕ͍ͯ·͠ ͨɻͳͥ֎ࠃਓޏ༻Λ͠Α͏ͱࢥͬͨͷͰ͠ΐ͏͔ʁ σδλϧி͕֎ࠃਓޏ༻͢Δͷͳͥʁ
ւ֎ͷઐػؔਓࡐͱͷܨ͕ΓͲΕ͘Β͍׆ൃͳͷͰ͠ ΐ͏͔ʁ σδλϧிͱ࿈ܞ͍ͯ͠Δւ֎৫ʁ
σδλϧிຽؒͷσδλϧԽσʔλར׆༻ͷͨΊʹɺߴ ͍*5εΩϧΛ࣋ͬͨσδλϧٕज़ΛۦͰ͖ΔਓࡐΛूΊΔ ͱࢥ͏͕ɺͦͷϘʔμʔϥΠϯͲΕ͘Β͍ͳͷͩΖ͏͔ɻ ࣗใܥͷֶՊͰͦͷϘʔμʔϥΠϯΛ҆ʹ͍ͨͨ͠ Ίɺ͓͖͍ͬͯͨɻ Ͳͷ͘Β͍εΩϧ͋ͬͨΒ σδλϧிʹ࠾༻͞ΕΔʁ
͞·͟·ͳใɾσδλϧͳͲͷ͕͕͋ͬͨɺͦΕΒ͕ਪ ਐ͞Εͨ࣌ɺߴྸऀͳͲͱͷؒʹੜ·ΕΔσδλϧσόΠυ ͷରԠͲ͏ͳ͍ͬͯ͘ͱࢥ͏͔ɻ ʢͦͷଞɺকདྷࣗͨͪσδλϧσόΠυʹͳΔͷͰͳ͍͔ʁͱ͍͏ෆ҆ͳͲ࣭ଟʣ ߴྸऀͱͷؒʹੜ·ΕΔ σδλϧσόΠυΛͲ͏ղফ͢Δʁ
ͨ͘͞Μͷ ࣭͋Γ͕ͱ͏ʂ
ͦΕͰ ࠷ऴ՝ͷൃදʂ
ࠓճ؆୯ʂ ʢ׳Ε͍ͯΕ̑ͰऴΘΔʣ
Έͳ͞Μ͕ߟ͑ͨ ࣭Λ (JU)VCʹެ։ͯ͠Έ͍ͯͩ͘͞ɻ ʢσδλϧிͷํ͕ճ͢ΔΘ͚Ͱ͋Γ·ͤΜɻʣ
ୠ͠ɺ .BSLEPXOه๏Ͱ
IUUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOE JOGPSNBUJPOJTTVFT
IUUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOEJOGPSNBUJPOJTTVFT
IUQTHJUIVCDPNGVSVIBTIJMBCTPDJFUZBOEJOGPSNBUJPOJTTVFT
ߘʹ(JU)VCΞΧϯτ͕ ඞཁͰ͢ɻ ʢΞΧϯτ໊ʹຊ໊Λه͢ඞཁ͋Γ·ͤΜʣ
ߘͨ͠ (JU)VC*TTVFͷ 1FSNBMJOL63-Λ (PPHMF$MBTTSPPNʹ ఏग़ͯ͠ऴྃʂ
͓͔ؒͭΕ͞·Ͱͨ͠ʂ ͪΐͬͱσδλϧʹ ৄ͘͠ͳͬͨͷͰʁ
ͦ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
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