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JAIST Repository: 科学技術予測調査における基本シナリオ

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JAIST Repository

https://dspace.jaist.ac.jp/ Title 科学技術予測調査における基本シナリオ Author(s) 河岡, 将行; 黒木, 優太郎 Citation 年次学術大会講演要旨集, 34: 345-349 Issue Date 2019-10-26

Type Conference Paper Text version publisher

URL http://hdl.handle.net/10119/16593

Rights

本著作物は研究・イノベーション学会の許可のもとに 掲載するものです。This material is posted here with permission of the Japan Society for Research Policy and Innovation Management.

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㸰㸿㸰㸮

⛉Ꮫᢏ⾡ண ㄪᰝ࡟࠾ࡅࡿᇶᮏࢩࢼࣜ࢜





ۑἙᒸᑗ⾜ࠊ㯮ᮌඃኴ㑻㸦⛉Ꮫᢏ⾡࣭Ꮫ⾡ᨻ⟇◊✲ᡤ㸧 PNDZDRND#QLVWHSJRMS 



 ࡣࡌࡵ࡟ ⛉Ꮫᢏ⾡࣭Ꮫ⾡ᨻ⟇◊✲ᡤ㸦NISTEP㸧࡛ࡣࠊ1971 ᖺ࠿ࡽ⣙ 5 ᖺࡈ࡜࡟⛉Ꮫᢏ⾡ண ㄪᰝࢆᐇ᪋ࡋ ࡚࠾ࡾࠊ⌧ᅾࠊ➨11 ᅇ⛉Ꮫᢏ⾡ண ㄪᰝࢆ 2017 ᖺ࠿ࡽᐇ᪋୰࡛࠶ࡿࠋᮏண ㄪᰝࡣࠊ⛉Ꮫᢏ⾡ࡸ♫఍ ࡢࢺࣞࣥࢻᢕᥱ㸦࣍ࣛ࢖ࢬ࣭ࣥࢫ࢟ࣕࢽࣥࢢ㸧ࠊ♫఍ࡢᮍ᮶ീ᳨ウ㸦ࣅࢪࣙࢽࣥࢢ㸧ࠊ⛉Ꮫᢏ⾡ࡢᮍ᮶ീ ᳨ウ㸦ࢹࣝࣇ࢓࢖ㄪᰝ㸧ࠊ⛉Ꮫᢏ⾡ࡢⓎᒎ࡟ࡼࡿ♫఍ࡢᮍ᮶ീ᳨ウ㸦ࢩࢼࣜ࢜㸧࠿ࡽᵓᡂࡉࢀ࡚࠸ࡿࠋ ᮏ✏࡛㏙࡭ࡿᇶᮏࢩࢼࣜ࢜࡜ࡣࠊ⛉Ꮫᢏ⾡ࡢⓎᒎ࡟ࡼࡿᮍ᮶ࡢ♫఍ࢆᥥ࠸ࡓࡶࡢ࡛࠶ࡾࠊ⛉Ꮫᢏ⾡ࡢ ᮍ᮶ീ࡜♫఍ࡢᮍ᮶ീࢆ⤖ࡧࡘࡅࡿࡇ࡜࡟ࡼࡾసᡂࡋࡓࠋᇶᮏࢩࢼࣜ࢜ࡢసᡂ࡟ᙜࡓࡗ࡚ࡣࠊከᵝ࡞ࢫ ࢸ࣮ࢡ࣍ࣝࢲ࣮࡟ཧ⏬ࡋ࡚࠸ࡓࡔ࠸ࡓࠋ⛉Ꮫᢏ⾡࡜♫఍ࡢ」㞧࡞㛵ಀᛶࢆᤊ࠼ࡿࡇ࡜ࢆ┠ⓗ࡜ࡋ࡚ࠊ ᵝࠎ࡞ᑓ㛛ᛶࡸ❧ࡕ఩⨨ࢆ஺ᕪࡉࡏࡓ㆟ㄽࢆ⾜ࡗࡓࡇ࡜ࡣࠊᮏㄪᰝࡢ≉ᚩࡢ୍ࡘ࡜࠸࠼ࡿࠋ  ᮏ✏࡛ࡣࠊ⛉Ꮫᢏ⾡ࡢᮍ᮶ീ࡜♫఍ࡢᮍ᮶ീࢆ⣣௜ࡅࡿࠕᇶᮏࢩࢼࣜ࢜ࠖ࡟ࡘ࠸࡚ࠊࡑࡢ⟇ᐃ࡟⮳ࡿ ලయⓗ࡞ᡭἲࠊᚓࡽࢀࡓ⤖ᯝ࡟ࡘ࠸࡚㏙࡭ࡿࠋ



 ᇶᮏࢩࢼࣜ࢜ࡢᵓᡂ  ⛉Ꮫᢏ⾡ࡢᮍ᮶ീ ᮏㄪᰝ࡟࠾ࡅࡿ⛉Ꮫᢏ⾡ࡢᮍ᮶ീ࡜ࡣࠊࢹࣝࣇ࢓࢖ㄪᰝ࡟࠾ࡅࡿ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࢆᣦࡋ࡚࠸ࡿࠋࢹ ࣝࣇ࢓࢖ㄪᰝ࡜ࡣࠊ2040 ᖺࢆࢱ࣮ࢤࢵࢺ࢖࣮ࣖ࡜ࡋࠊ2050 ᖺࡲ࡛ࡢ⛉Ꮫᢏ⾡Ⓨᒎࡢ 30 ᖺ㛫ࢆᒎᮃࡍ ࡿㄪᰝ࡛࠶ࡿࠋㄪᰝᑐ㇟࡜࡞ࡿ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡣࠊ7 ศ㔝ィ 74 ྡࡢጤဨ࠿ࡽᡂࡿศ㔝ูศ⛉఍᳨࡛ ウࡋࠊィ702 ࡢ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࢆタᐃࡋࡓࠋ  ♫఍ࡢᮍ᮶ീ ♫఍ࡢᮍ᮶ീ࡜ࡣࠊ2040 ᖺ㡭ࡢᮍ᮶࡟࠾ࡅࡿᮃࡲࡋ࠸♫఍ീࢆᣦࡋࠊᆅᇦ♫఍࣭᪥ᮏ♫఍࣭ᅜ㝿♫ ఍࡞࡝ࡢほⅬ࠿ࡽពぢࢆ㞟⣙ࡋࡓࠋ᳨ウ࡟ᙜࡓࡗ࡚ࡣࠊከᵝ࡞ࢫࢸ࣮ࢡ࣍ࣝࢲ࣮ࢆ஺࠼ࡓ࣮࣡ࢡࢩࣙࢵ ࣉ㸦௨㝆ࠊWS㸧ࢆᐇ᪋ࡋࡓࠋࡇࢀࡲ࡛࡟ࠊࣅࢪࣙࣥ WS[1]㸦⣙100 ྡ㸧ࠊᆅᇦ WS[2]6 ᅇࠊᘏ࡭⣙ 340 ྡ㸧ࠊᅜ㝿WS[3]14 ࠿ᅜ⣙ 60 ྡ㸧ࢆᐇ᪋ࡋ࡚ࡁࡓࠋ≉࡟ࣅࢪࣙࣥ WS ࡣ⣙ 100 ྡࡢ኱つᶍ WS ࡛࠶ ࡾࠊ᭱⤊ⓗ࡟50 ࡢ♫఍ീ࡜ࠊࡑࢀࡽࡢ♫఍࡟࠾࠸࡚㔜せ࡞ 4 ࡘࡢ౯್ࡀᚓࡽࢀࡓࠋ  ᇶᮏࢩࢼࣜ࢜ ⛉Ꮫᢏ⾡ࡢᮍ᮶ീ࡜♫఍ࡢᮍ᮶ീࢆࡑࢀࡒࢀぢẚ࡭ ࡚ࠊձ┠ᣦࡍ♫఍ࡢጼࠊղࡑࢀ࡟㛵㐃ࡍࡿ⛉Ꮫᢏ⾡ࠊ ճ⛉Ꮫᢏ⾡࡜♫఍ࡢ㛵ಀ࡟࠾ࡅࡿ␃ពⅬࠊࢆ1 ࡘࡢࣃ ࢵࢣ࣮ࢪ࡜ࡋࡓ኱ࡁ࡞ᯟ⤌ࡳࢆタࡅࠊࡇࢀࢆᇶᮏࢩࢼ ࣜ࢜࡜ࡋࡓ㸦ᅗ1㸧ࠋ᪥ᮏࡢᮍ᮶ࡢከᵝᛶࢆ⪃៖ࡋࠊᇶ ᮏࢩࢼࣜ࢜ࡣ1 ࡘ࡟ࡣᐃࡵ࡚࠾ࡽࡎࠊ௒ᅇࡣ⤖ᯝⓗ࡟ 4 ࡘࡢᇶᮏࢩࢼࣜ࢜࡟ᩚ⌮ࡋࡓࠋࡲࡓࠊNISTEP ࡢ⛉ Ꮫᢏ⾡ண ㄪᰝ࡟࠾࠸࡚ண ࡉࢀࡿ⛉Ꮫᢏ⾡ࡸ♫఍ീ ࡣ඲࡚ᮃࡲࡋ࠸ࡶࡢ࡛࠶ࡿࡀࠊఱࡢ⪃៖ࡶ࡞ࡃ┠ᣦࡏ ࡤⰋ࠸ࡼ࠺࡞ࠊ࠸ࢃࡺࡿࠕࣂࣛⰍࠖ࡟ࡣ࡞ࡽࡠࡼ࠺ࠊ ࡑࡢ᥎㐍࡟࠾ࡅࡿ␃ពⅬࡶྵࡵࡓࠋ



 ᇶᮏࢩࢼࣜ࢜ࡢ᳨ウᡭ㡰 ᇶᮏࢩࢼࣜ࢜ࢆ᳨ウࡍࡿ࡟ᙜࡓࡾࠊ702 ࡢ⛉Ꮫᢏ⾡ࢺࣆࢵࢡ࡜ 50 ࡢ♫఍ീࡢ⣣௜ࡅࢆ WS ࡛⾜ࡗࡓࠋ ੦ম崟崲嵒崒 ঺ভ峘౞ਟ൸ ఐ৾ૼ୒峘౞ਟ൸ 峘঺ভ൸ 峘ఐ৾ૼ୒崰崼崫崗 ¾ ৯੐峃঺ভ峘௅ ¾ ঢ়৴峃峵ఐ৾ૼ୒ ¾ ఐ৾ૼ୒峒঺ভ峘ঢ়બ 峕岴岻峵೏ਔਡ ᅗ1 ᇶᮏࢩࢼࣜ࢜ࡢᴫせ

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2A20.pdf :2 2019ᖺ2᭶28᪥࡟ᇶᮏࢩࢼࣜ࢜WSࢆ㛤ദࡋࠊࢹࣝࣇ࢓࢖ㄪᰝࡢศ⛉఍ጤဨࡸࣅࢪࣙࣥ㹕㹑ࡢཧຍ⪅ࠊ ேᩥ♫఍⛉Ꮫ⣔ࡢᑓ㛛ᐙ➼࠿ࡽ22 ྡࡀཧຍࡋࡓࠋ   ♫఍ࡢᮍ᮶ീࡢᩚ⌮ ᇶᮏࢩࢼࣜ࢜ WS ࡛⛉Ꮫᢏ⾡ࢺࣆࢵࢡ࡜♫఍ീࡢ⣣௜ࡅࢆ ⾜࠺࡟ᙜࡓࡗ࡚ࠊࣅࢪࣙࣥWS ࡛ᚓࡽࢀࡓ 50 ࡢ♫఍ീࡣࡑࡢ ࡲࡲ࡛ࡣලయᛶࡀ㧗ࡃࠊどⅬࡀไ㝈ࡉࢀࡿྍ⬟ᛶࡀ࠶ࡗࡓࡢ࡛ࠊ ஦๓࡟50 ࡢ♫఍ീࡢᩚ⌮ࢆ⾜ࡗࡓࠋࡑࢀࡒࢀࡢ♫఍ീࡢ≉ᚩ ࢆ⢭ᰝࡋࡓ࡜ࡇࢁࠊ኱ࡁ࡞ഴྥ࡜ࡋ࡚ࠊձேࡢ⪃࠼ࠊղேࡢᶵ ⬟ࠊճ௬᝿ୡ⏺ࠊմ⎔ቃ࣭♫఍࡟ࡘ࠸࡚㏙࡭࡚࠸ࡿഴྥࡀぢ࠸ ࡔࡉࢀࡓࠋࡑࡇ࡛ࡇࢀࡽࡢ♫఍ീࢆ኱ࡁࡃ2 ㍈㸦ಶே࡜♫఍ࠊ ↓ᙧ࡜᭷ᙧ㸧࡛ศࡅࠊ4 ࡘࡢどⅬ㸦↓ᙧ࣭ಶேࠊ᭷ᙧ࣭ಶேࠊ ↓ᙧ࣭♫఍ࠊ᭷ᙧ࣭♫఍㸧࡜ࡋ࡚ᩚ⌮ࡋࡓ㸦ᅗ2㸧ࠋ  :6 ࡛ࡢ᳨ウᡭ㡰  ୖ㏙ࡢ4 ࡘࡢどⅬࡈ࡜࡟ࠊ⛉Ꮫᢏ⾡࡜♫఍ീࡢ⣣௜ࡅࢆ⾜ࡗࡓࠋᮏ WS ࡛ࡣࠊ⣣௜ࡅࢆ⾜࠺᪉ἲ࡜ࡋ ࡚ࠕ⛉Ꮫᢏ⾡㉳Ⅼࠖ࡜ࠕ♫఍㉳Ⅼࠖࡢ཮᪉ྥ᳨࡛ウࡍࡿࡇ࡜ࢆヨ⾜ࡋࡓ㸦ᅗ3㸧ࠋࡇࢀࡣࠊ⛉Ꮫᢏ⾡㉳Ⅼ 㸦⛉Ꮫᢏ⾡࡟ࡼࡗ࡚ᐇ⌧ࡍࡿ♫఍㸧࡜ࠊ♫఍㉳Ⅼ㸦⌮᝿ࡢ♫఍ࢆᐇ⌧ࡍࡿ⛉Ꮫᢏ⾡㸧ࡢ཮᪉ྥ࡛⪃࠼ࡿ ࡇ࡜࡟ࡼࡾࠊ⛉Ꮫᢏ⾡ࡢⓎᒎࡀࡶࡓࡽࡍ♫఍ࡢጼࢆᖜᗈࡃᥥࡃࡇ࡜ࢆ┠ⓗ࡜ࡋ࡚࠸ࡿࠋ WS ࡛ࡣࠊ4 ࡘࡢどⅬࡈ࡜࡟ࢢ࣮ࣝࣉࢆศࡅࠊࢢ࣮ࣝࣉู࡟ᅗ 4 ࡟♧ࡍࡼ࠺࡞ᡭ㡰᳨࡛ウࡋࡓࠋ ࡲࡎࠊStep 1 ࡛ࡣࠊ஦๓࡟ 4 ࡘࡢどⅬ࡛ᩚ⌮ࡉࢀࡓ♫఍ീࢆ࣮࣋ࢫ࡟ᮃࡲࡋ࠸ᮍ᮶ࡢጼࢆᥥ࠸ࡓࠋ ࡘࡂ࡟ࠊStep 2ࠊ3 ࡛ࡣྛࢢ࣮ࣝࣉࡣ஧ᡭ࡟ศ࠿ࢀࠊ⛉Ꮫᢏ⾡ࡢᮍ᮶ീࢆ᳨ウ㉳Ⅼ࡜ࡍࡿࢩࢼࣜ࢜ࢆ సᡂࡍࡿࢳ࣮࣒࡜ࠊ♫఍ࡢᮍ᮶ീࢆ᳨ウ㉳Ⅼ࡜ࡍࡿࢩࢼࣜ࢜ࢆࡍࡿࢳ࣮࣒࡟ูࢀ᳨࡚ウࡋࡓࠋ  ⛉Ꮫᢏ⾡㉳Ⅼࢳ࣮࣒࡛ࡣࠊStep 1 ࡛ᚓࡽࢀࡓᮍ᮶ࡢጼࢆࡶ࡜࡟ࠊࢹࣝࣇ࢓࢖ㄪᰝ࡛ᚓࡽࢀࡓ 702 ࡢ⛉ Ꮫᢏ⾡ࢺࣆࢵࢡ࠿ࡽࠊࡑࡢᮍ᮶ࡢጼࡢᐇ⌧࡟㛵㐃ࡍࡿࡶࡢࢆᢳฟ࣭ิᣲࡋࡓࠋ⥆ࡃStep 3 ࡛ࠊࠕࡑࡢ⛉ Ꮫᢏ⾡ࢺࣆࢵࢡࡀᐇ⌧ࡍࡿ࡜ࡋ࡚ࠊࡑࢀ࡟㛵ࢃࡿ㸦ሙྜ࡟ࡼࡗ࡚᪤࡟࠶ࡿ㸧せ⣲ᢏ⾡ࡀ࠶ࢀࡤࠊ࠸ࡗࡓ ࠸ఱࡀ࡛ࡁࡿࡔࢁ࠺ࠖࠕ࡝ࢇ࡞♫఍࡟࡞ࡿࡔࢁ࠺ࠖ࡜࠸ࡗࡓ᳨ウࢆࡋࠊࡑࢀࢆᩥ❶໬ࡋࡓࠋ  ♫఍㉳Ⅼࢳ࣮࣒࡛ࡣࠊStep 1 ࡛ᚓࡽࢀࡓᮍ᮶ࡢጼࢆࡶ࡜࡟ࠊᐇ⌧ࡢࡓࡵࡢ⛉Ꮫᢏ⾡ࡸ⛉Ꮫᢏ⾡௨እࡢ せ⣲ࠊᚲせ࡞᪋⟇࡞࡝ࢆ᳨ウࡋࠊࡑࢀࢆᩥ❶໬ࡋࡓࠋࡇࡇ࡛ࡢ⛉Ꮫᢏ⾡ࡣࠊࢹࣝࣇ࢓࢖ㄪᰝࡢ⛉Ꮫᢏ⾡ ࢺࣆࢵࢡࡣ≉࡟ព㆑ࡏࡎࠊᚲせ࡜ᛮࢃࢀࡿࡶࡢࢆิᣲࡋࡓࠋ⥆ࡃStep 3 ࡛ࠊStep 2 ࡛ᣲࡀࡗࡓ⛉Ꮫᢏ ⾡࡟㛵ࡍࡿࢺࣆࢵࢡࢆ㑅ᢥࡋ࡚ࡶࡽ࠺ࡇ࡜࡛ࠊ᭱⤊ⓗ࡟♫఍ീ࡜⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡢ⣣௜ࡅࢆ⾜ࡗࡓࠋ ࡲࡓࠊࡇࡢࢳ࣮࣒࡟ࡘ࠸࡚ࡣࠊ⛉Ꮫᢏ⾡ࢆᐇ⿦ࡍࡿሙྜࡢ␃ពⅬ࡟ࡘ࠸࡚ࡶᣲࡆ࡚ࡶࡽࡗࡓࠋ  ᭱ᚋ࡟ࠊ୧ࢳ࣮࣒ࡀྜὶࡋ࡚1 ࡘࡢࢩࢼࣜ࢜࡜ࡋ࡚ࡲ࡜ࡵࠊWS ඲య࡜ࡋ࡚ࡣྜィ 4 ࡘࡢどⅬ࡟ᇶ࡙ ࠸ࡓᇶᮏࢩࢼࣜ࢜᱌ࢆᚓࡓࠋ ૮஄嵣଻য ૮஄嵣঺ভ થ஄嵣଻য થ஄嵣঺ভ ૮஄قಖઋ岝੼கك થ஄قମ৬岝峬峘ك ଻য ঺ভ ᅗ2 50 ࡢ♫఍ീ࠿ࡽᚓࡽࢀࡓ 4 どⅬ 6WHS 6WHS峘౞ਟ峘௅峼峬峒峕岝౞ਟ঺ভ峘 崌嵉嵤崠峼峟岹峳峨峅岝ધฆ峼੶஽峃峵岞 6WHS峘౞ਟ峘௅峼峬峒峕岝ৰਠ峕ঢ়৴峃峵 ఐ৾ૼ୒崰崼崫崗峼ྴল峃峵岞 સ峴ஷ峳島峉ଳਡ峼嵁嵤崡峕౞ਟ峘௅峼๜岹 6WHS 6WHS 6WHS峑ྴল峁峉ఐ৾ૼ୒崰崼崫崗峼峬峒峕岝 ౞ਟ঺ভ峘崌嵉嵤崠峼峟岹峳峨峅岝ધฆ峼੶ ஽峃峵岞 6WHS峑๜岮峉౞ਟ঺ভ崌嵉嵤崠峼峬峒峕岝 ৰਠ峕ঢ়৴峃峵ఐ৾ૼ୒崰崼崫崗఺峝ৰਠ 峕ਊ峉峍峐峘೏ਔਡ峼ྴল峃峵岞 6WHS 6WHS ঺ভକਡ峒ఐ৾ૼ୒କਡ峘崌嵉嵤崠峼ଁ়峁 ঺ভ峘౞ਟ൸峘崡崰嵤嵒嵤峼੿ਛ峃峵 6WHS ঺ভକਡ崩嵤嵈 ఐ৾ૼ୒କਡ崩嵤嵈 ᅗ3 ⛉Ꮫᢏ⾡࡜♫఍ࡢᮍ᮶ീࡢ⣣௜ࡅ ᅗ4 ᇶᮏࢩࢼࣜ࢜ WS ࡛ࡢ᳨ウᡭ㡰

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 :6 ࡢ᳨ウ⤖ᯝ  ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡢ⣣௜ࡅ ᮏWS ࡛ࡣࠊ702 ࡢ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡢ࠺ࡕ 470 ࡶࡢ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡀࠊఱࡽ࠿ࡢᙧ࡛ᘬ⏝ࡉࢀࠊ ♫఍ീ࡜⤖ࡧࡘ࠸ࡓࠋࢹࣝࣇ࢓࢖ㄪᰝ࡟࠾࠸࡚タᐃࡉࢀࡓ7 ࡘࡢศ㔝㸦ձ೺ᗣ࣭་⒪࣭⏕࿨⛉Ꮫࠊղ㎰ ᯘỈ⏘࣭㣗ရ࣭ࣂ࢖࢜ࢸࢡࣀࣟࢪ࣮ࠊճ⎔ቃ࣭㈨※࣭࢚ࢿࣝࢠ࣮ࠊմICT࣭࢔ࢼࣜࢸ࢕ࢡࢫ࣭ࢧ࣮ࣅࢫࠊ յ࣐ࢸࣜ࢔࣭ࣝࢹࣂ࢖ࢫ࣭ࣉࣟࢭࢫࠊն㒔ᕷ࣭ᘓ⠏࣭ᅵᮌ࣭஺㏻ࠊշᏱᐂ࣭ᾏὒ࣭ᆅ⌫࣭⛉Ꮫᇶ┙㸧ࡢ ࠺ࡕࠊ4 ࡘࡢどⅬࡈ࡜࡟ᘬ⏝ࡉࢀࡓ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡢ๭ྜࢆᅗ 5㹼8 ࡟♧ࡍࠋ  ඲యࡢഴྥ࡜ࡋ࡚ࠊ⛉Ꮫᢏ⾡㉳Ⅼࢳ࣮࣒ࡣྛศ㔝࠿ࡽ୓㐢࡞ࡃᘬ⏝ࡉࢀ࡚࠸ࡿࡀࠊ♫఍㉳Ⅼࢳ࣮࣒ࡣ ≉ᐃࡢศ㔝࠿ࡽከࡃᘬ⏝ࡋ࡚࠸ࡿഴྥࡀぢ࠼ࡓࠋ࠙↓ᙧ࣭♫఍ࠚどⅬࡢ♫఍㉳Ⅼࢳ࣮࣒࡛ࡣࠊձ೺ᗣ࣭ ་⒪࣭⏕࿨⛉Ꮫࠊղ㎰ᯘỈ⏘࣭㣗ရ࣭ࣂ࢖࢜ࢸࢡࣀࣟࢪ࣮ศ㔝࠿ࡽከᩘᘬ⏝ࡉࢀࡓࠋࡲࡓࠊ࠙᭷ᙧ࣭♫ ఍ࠚどⅬࡢ♫఍㉳Ⅼࢳ࣮࣒࡛ࡣࠊճ⎔ቃ࣭㈨※࣭࢚ࢿࣝࢠ࣮ศ㔝࡟ࡘ࠸࡚6 ๭ࡢ⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡀ♫ ఍ീ࡜⤖ࡧࡘࡃ⤖ᯝ࡜࡞ࡗࡓࠋ



 ᇶᮏࢩࢼࣜ࢜ࡢ⟇ᐃ WS ࡟ࡼࡗ࡚ࠊࠕձ┠ᣦࡍ♫఍ࡢጼࠊղࡑࢀ࡟㛵㐃ࡍࡿ⛉Ꮫᢏ⾡ࠊճ⛉Ꮫᢏ⾡࡜♫఍ࡢ㛵ಀ࡟࠾ࡅࡿ␃ ពⅬࠖ࡟ࡘ࠸࡚ࡢ᳨ウ⤖ᯝࡀᚓࡽࢀࡓࠋࡑࡢᚋࠊᑓ㛛ᐙ࡟ࡼࡿ᳨ウ➼ࢆ⤒࡚ࠊ᭱⤊ⓗ࡟4 ࡘࡢᇶᮏࢩࢼ ࣜ࢜࡜ࡋ࡚ࡲ࡜ࡵࡓ㸦ᅗ9㸧ࠋ࠙↓ᙧ࣭ಶேࠚどⅬ࡛ࡣࠊከᵝ໬ࡍࡿᩥ໬ࡸ౯್ほࢆチᐜࡍࡿ♫఍ࡀᥥ࠿ ࢀࠊከᵝ࡞ே࡜ࡢࢥ࣑ࣗࢽࢣ࣮ࢩࣙࣥࢶ࣮ࣝ࡜ࡋ࡚ࡢ⛉Ꮫᢏ⾡ࡀᣲࡆࡽࢀࡓࠋ࠙↓ᙧ࣭♫఍ࠚどⅬ࡛ࡣࠊ ே࡜ࣟ࣎ࢵࢺࡢㄪ࿴ࡀ࡜ࢀࠊ᫬㛫࡜✵㛫ࢆ㉸࠼ࡓࢿࢵࢺ࣮࣡ࢡࢆά⏝ࡋࡓ♫఍ࡀᥥ࠿ࢀࡓࠋ␃ពⅬ࡜ࡋ ࡚ࡣࠊ᝟ሗࡢྲྀࡾᢅ࠸᪉㸦ࢭ࢟ࣗࣜࢸ࢕ࠊࣉࣛ࢖ࣂࢩ࣮㸧࡟㛵ࡍࡿࡶࡢࡀᣲࡀࡗࡓࠋ࠙᭷ᙧ࣭ಶேࠚど Ⅼ࡛ࡣࠊே㛫ࡢ㌟య⬟ຊࡀ㣕㌍ⓗ࡟ྥୖࡋ᱁ᕪࡢ࡞࠸♫఍ࡀᥥ࠿ࢀࠊேయ࡜ࢹࢪࢱࣝࢆ⼥ྜࡉࡏࡿࡢ࡟ ᚲせ࡞⛉Ꮫᢏ⾡ࡀᣲࡆࡽࢀࡓࠋ࠙᭷ᙧ࣭♫఍ࠚどⅬ࡛ࡣࠊಶேࢹ࣮ࢱ࠿ࡽᆅ⌫⎔ቃ᝟ሗࡲ࡛ࢆྲྀᢅ࠸ࠊ ࢝ࢫࢱ࣐࢖ࢬ࡜඲య᭱㐺ࡢࣂࣛࣥࢫࡀྲྀࢀࡓ♫఍ࡀᥥ࠿ࢀࡓࠋ㛵㐃⛉Ꮫᢏ⾡࡜ࡋ࡚ࡣࠊ࢝ࢫࢱ࣐࢖ࢬ໬ ࢆᐇ⌧ࡍࡿࣃ࣮ࢯࢼࣝࣇ࢓ࣈࣜࢣ࣮ࢩࣙࣥ࡞࡝ࡀᣲࡆࡽࢀࡓࠋ   ⪃ᐹ ⛉Ꮫᢏ⾡࡜♫఍ീࡢ⣣௜ࡅ࡟࠾࠸࡚ࠊࠕ⛉Ꮫᢏ⾡㉳Ⅼࠖ࡜ࠕ♫఍㉳Ⅼࠖࡢ཮᪉ྥ᳨࡛ウࡋࡓຠᯝ࡟ࡘ ࠸࡚⪃ᐹࡍࡿࠋ⛉Ꮫᢏ⾡㉳Ⅼࢳ࣮࣒ࡀᘬ⏝ࡋࡓ⛉Ꮫᢏ⾡ࢺࣆࢵࢡᩘࡢᖹᆒ್ 70 ࡟ᑐࡋ࡚ࠊ♫఍㉳Ⅼࢳ ࣮࣒ࡀᘬ⏝ࡋࡓࢺࣆࢵࢡᩘࡢᖹᆒ್ࡣ118 ࡛࠶ࡾࠊ⣙ 1.7 ಸࡶከࡃᘬ⏝ࡋ࡚࠸ࡓࠋ⛉Ꮫᢏ⾡㉳Ⅼࢳ࣮࣒ ࡣࠊලయⓗ࡞⛉Ꮫᢏ⾡ࢺࣆࢵࢡࢆඛ࡟ぢࡿࡇ࡜࡟ࡼࡾࠊࡼࡾලయⓗ࡞⛉Ꮫᢏ⾡ࢆά⏝ࡋࡓ♫఍ീࢆᥥࡃ ࡇ࡜ࡀ࡛ࡁࡓ࡜⪃࠼ࡿࠋ୍᪉ࠊ♫఍㉳Ⅼࢳ࣮࣒ࡣࡼࡾᗈ⠊࡞♫఍ീࢆᥥࡃࡇ࡜ࡀ࡛ࡁࡓࠋᅗ9 ࡢᇶᮏࢩ ࢼࣜ࢜࡟ࡣࠊAIࠊࣟ࣎ࢵࢺࠊࢭࣥࢩࣥࢢ➼ࡢ୍⯡ⓗ࡞⛉Ꮫᢏ⾡ࡀྵࡲࢀࡿ࡯࠿ࠊ⬻ᶵ⬟࢖࣓࣮ࢪࣥࢢᢏ ⾡ࡸእ㒊▱⬟ࢿࢵࢺ࣮࣡ࢡ࡞࡝ࠊࡼࡾලయⓗ࡞⛉Ꮫᢏ⾡ࢆά⏝ࡋࡓ♫఍ീࡀᥥ࠿ࢀ࡚࠸ࡿࠋࡇࢀࡽࡣࠊ       ী৙⋇ ী৙⋈ ী৙⋉ ী৙⋊ ী৙⋋ ী৙⋌ ী৙⋍ ఐ ৾ ૼ ୒ 崰崼 崫崗 峘 ਬ ৷ ૨ ఐ৾ૼ୒କਡ঺ভକਡ       ী৙⋇ ী৙⋈ ী৙⋉ ী৙⋊ ী৙⋋ ী৙⋌ ী৙⋍ ఐ ৾ ૼ ୒ 崰崼 崫崗 峘 ਬ ৷ ૨ ఐ৾ૼ୒କਡ঺ভକਡ       ী৙⋇ ী৙⋈ ী৙⋉ ী৙⋊ ী৙⋋ ী৙⋌ ী৙⋍ ఐ ৾ ૼ ୒ 崰崼 崫崗 峘 ਬ ৷ ૨ ఐ৾ૼ୒କਡ঺ভକਡ       ী৙⋇ ী৙⋈ ী৙⋉ ী৙⋊ ী৙⋋ ী৙⋌ ী৙⋍ ఐ ৾ ૼ ୒ 崰崼 崫崗 峘 ਬ ৷ ૨ ఐ৾ૼ୒କਡ঺ভକਡ ী৙⋇؟௏೨嵣ୢ௜嵣ে୵ఐ৾㻌 ী৙⋈؟஗௔਷ਓ嵣୫ષ嵣ӎӢҶҹӇҼӍӟӀӢҴ㻌 ী৙⋉؟୭୆嵣ৱ౺嵣崐崵嵓崖嵤㻌 ী৙⋊؟,&7嵣ҵӉӜӇҬҼӁ嵣崝嵤崻崡㻌 ী৙⋋؟ӓӇӜҵӝ嵣ӇӢӎӢҶӁ嵣ӐӣӟӂӁ㻌 ী৙⋌؟੃৘嵣૦ണ嵣ଅ਽嵣ઐৢ㻌 ী৙⋍؟ഌຬ嵣ਲஞ嵣৉ૉ嵣ఐ৾੦ೕ㻌 ী৙⋇؟௏೨嵣ୢ௜嵣ে୵ఐ৾㻌 ী৙⋈؟஗௔਷ਓ嵣୫ષ嵣ӎӢҶҹӇҼӍӟӀӢҴ㻌 ী৙⋉؟୭୆嵣ৱ౺嵣崐崵嵓崖嵤㻌 ী৙⋊؟,&7嵣ҵӉӜӇҬҼӁ嵣崝嵤崻崡㻌 ী৙⋋؟ӓӇӜҵӝ嵣ӇӢӎӢҶӁ嵣ӐӣӟӂӁ㻌 ী৙⋌؟੃৘嵣૦ണ嵣ଅ਽嵣ઐৢ㻌 ী৙⋍؟ഌຬ嵣ਲஞ嵣৉ૉ嵣ఐ৾੦ೕ㻌 ᅗ5࠙↓ᙧ࣭ಶேࠚ࡛ᘬ⏝ࡉࢀࡓࢺࣆࢵࢡࡢ๭ྜ ᅗ6࠙↓ᙧ࣭♫఍ࠚ࡛ᘬ⏝ࡉࢀࡓࢺࣆࢵࢡࡢ๭ྜ ᅗ7࠙᭷ᙧ࣭ಶேࠚ࡛ᘬ⏝ࡉࢀࡓࢺࣆࢵࢡࡢ๭ྜ ᅗ8࠙᭷ᙧ࣭♫఍ࠚ࡛ᘬ⏝ࡉࢀࡓࢺࣆࢵࢡࡢ๭ྜ

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2A20.pdf :4 ୺࡟⛉Ꮫᢏ⾡ࢆ㉳Ⅼ࡜ࡋࡓࢳ࣮࣒࠿ࡽฟ࡚࠾ࡾࠊ཮᪉ྥ࡛ࡢ㆟ㄽࡀຠᯝⓗ࡛࠶ࡗࡓ࡜ゝ࠼ࡿࠋࡲࡓࠊ♫ ఍ീࡀ࠶ࡿ⛬ᗘලయ໬ࡋࡓࡇ࡜࡛ࠊ⛉Ꮫᢏ⾡࡜♫఍ࡢ㛵ಀ࡟࠾ࡅࡿ␃ពⅬࡶලయᛶࡀ㧗ࡲࡗࡓ࡜⪃࠼ࡿࠋ ࡞࠾ࠊᮏᇶᮏࢩࢼ࡛ࣜ࢜⛉Ꮫᢏ⾡ࢺࣆࢵࢡࡀ♫఍ീ࡜┤᥋⤖ࡧࡘࡃ࠿ྰ࠿ࡣࠊᇶ♏࠿ᛂ⏝࠿➼ࡶ኱ࡁ ࡃ㛵ࢃࡿࡓࡵࠊᇶ┙ⓗ࡞⛉Ꮫᢏ⾡ࡣᙜ↛⤖ࡧࡘࡁ࡟ࡃࡃࠊࠕᘬ⏝ࡉࢀ࡚࠸ࡿ࣭࠸࡞࠸ࠖࡣࠊࠕ㔜せ࡛࠶ࡿ࣭ ࡞࠸ࠖࠕ♫఍࡟ᙺ❧ࡘ࣭ᙺ❧ࡓ࡞࠸࡛ࠖࡣ࡞࠸Ⅼࡣ␃ពࡉࢀࡓ࠸ࠋ  য峒嵕嵄崫崰岶峰峵岹ᇽ岶峴岝଼ଥ峒ੈ৹峘崸嵑嵛崡岶峒島峉঺ভ岞 ଻峘ૐ়৬岶஫ଁ৓峔ੇఔ峘૽સ峼峁岝崸嵤崩嵋嵓峒峘৹ਮ峕峲 峴岝崘嵕嵤崸嵓峔୭୆峑峘லহ峮೫࿒৉峑峘ણ৿岶૭ચ峒峔峵岞 য峘௏೨峙਱঱峃峵岞ব੠଼ଥৡ峕峙岝঩মஆঽ峘ੵ഼ષ峮 ૼ୒岶๾൴峁峐岮峵岞 嵒崊嵓峒崸嵤崩嵋嵓峘৹ਮ岶ਤ峽峊ฑໞ峔঺ভ ૮஄嵣঺ভ য৑峳峁岿峼ગઅ峁岝੗஘ਙ峼ੳ峫ુে峃峵঺ভ ૮஄嵣଻য ੗஘峔ધ৲峮੼க௴峼੅峎যر岶঩ম峕ૐ峨峴岝ੳ峫峳島岝ુ ে峃峵঺ভ岞 జਟ峘੼க௴峮ৃਚ峕ၛ峳島峔岮岶岝峇島峈島岶༧য়峃峵岽峒峔 岹ુ峕ੈৡ峁峔岶峳ੳ峫়岮岝ঽ૓峕েણ峁峐岮峵঺ভ岞ੱ峮૎ ੲ峘஫୸ૼ୒峕峲峴岝଻য峮崛嵇嵍崳崮崋峘ੱ৓崙崊峘ু১峮崵崫 崰嵗嵤崗峬નয়峁峐岮峵岞 崓崡崧嵆崌崢峒৸৬ਈి৲岶ુோ峁岝 ঽী峳峁岹ে岷ਢ岻峳島峵঺ভ થ஄嵣঺ভ ௏೨૾ଙ岵峳৉ૉ୭୆峨峑岝岬峳峰峵崣嵛崟嵛崘峮嵊崳崧嵒嵛崘峕峲 峴岝଻য峬঺ভ峬ਈి৲岶૭ચ峔঺ভ岞 崓崡崧嵆崌崢峒৸৬ਈి峘崸嵑嵛崡岶৳峉島岝ৱ౺嵣崐崵嵓崖嵤਑ ৺峕ৌૢ峃峵峒峒峬峕岝಼૩ಉ峘ਂ೾峘হଙ峕峬৓ન峕ৌૢ岞಑ ସ৲岶ਤ峪র峑౮ସ峕੼க峼ৄল峁岝ৗ峉峔੼க൉ୗ峼ষ岰੅ ਢ૭ચ঺ভ岞 য৑ਃચ峘೐੅৚୮峒崯崠崧嵓崊崟崡崧嵛崰峘੆়峕峲峵 岣଻ਙ岤岶ఁ୑峁峉঺ভ થ஄嵣଻য য৑峘ମ৬ચৡ岶岝崚崶嵈ౣૐ峮ગেୢ௜ಉ峕峲峍峐ఁ୑峨峉 峙ఄඩ৓峕਱঱峁峉঺ভ岞 ଻য峘ચৡ୷峙૮岹峔峴岝ব峮੉୴峘෢峬଎ଷ岞ঽ৿ઈૡૼ୒ 峮嵕嵄崫崰峕峲峍峐岝୎৿্১峬ఁ୑岞崯嵤崧嵁嵤崡峮ૐ়ੴ峕峲峍 峐৉৶৓਑৺嵣ੴ௙৓਑৺峬ঢ়બ峔岹ၴ峑峬ਸ਼঳଍峕য়峐峵岞 ౼ਃચ 崌嵉嵤崠嵛崘 ৬ୡ஫୸嵉崯崋崊 ੗੉ୁ嵣 శ੉ୁ崲崻 ঽয়஑ ੃৘෠ •崛嵇嵍崳崮崋৔峑峘௪௡嵣ঢ়ੱ峘൷ኋ৲峮岝౎峘崛嵇嵍崳崮崋峒峘ৌয়嵣૮ঢ়ੱ峕峲 峵崛嵇嵍崳崮崋峘ী૵ଆૃ •౮ସ峘੼க峕峟島岬岰ਃভ峮岝崛嵇嵍崳崮崋৑峑ુৢ峘৬ୡ嵣৽ୡ峼ে峩ল峃ਃ ভ峏岹峴 •੅ਢ৓峕崝嵤崻崡峼ਹ৷峃峵峉峫峘崌嵛崽嵑嵉嵛崮崲嵛崡崛崡崰峘ન৳ ૎ੲ峘ఐ৾ 嵣৵岿峔૎ੲ峘૗৲峘ਫ਼ੴ 嵣嵒崊嵒崮崋峘岬峵૎ੲ஫୸峒ુથ 嵣ဌச峔ੱ峘崙崊崵崫崰嵗嵤崗 ੼கরੱ崛嵇嵍崳崮崋 ણ৿ುਡ峘ঽ૓৲ 嵣੗஘峔੼க峘ુோ 嵣ಕ৒௴୛峕ၛ峳島峄ુে 嵣੼க௴峘ુથ峑峎峔岶峵 嵣஀岷峔ৃਚ峑ථ峳峁௮岹 嵣૘ૠெ崡嵆嵤崰崟崮崋 嵣਍৸਍ੱ峔崲崻崚嵤崟嵏嵛 崛嵇嵍崳崮崋 嵕嵄崫崰嵣 ӏұҴӓӡӓӀӡ ҶӡӄҴӐҮҴӁ 嵒崊嵓崧崌嵈 嵊崳崧嵒嵛崘 য嵣௏೨嵣৉ૉ嵊崳崧嵒嵛崘 嵕嵄崫崰峒ွ 崒嵤崿嵛ੇఔ 嵣଻峘ૐ়峒峁峐峘೹岮ੇఔ 嵣ુ૎峃峵য৊૒峑嵒崥嵤崡ુથ 嵣য峘੿঵峼৻౹峃峵嵕嵄崫崰 嵣৻౹峑岷峔岮ွ峘੼க঱ಊ 嵣য峘௏೨૾ଙ峘੝ఒ 嵣৉ૉ୭୆峘੝ఒ •嵕嵄崫崰峑৻౹岿島峵ૼચ௺૙঵峘ฌᆠ峮৅ன೿ૃ峒岝崯嵤崧৲嵣ఏ૆৲峘൑ ୔峔ွ峘ૼ峮崝嵤崻崡峕峎岮峐峘ৌૢ岞 •௏೨૾ଙ峘嵊崳崧嵒嵛崘峕岴岻峵崿嵑崌崸崟嵤峒崣崕嵍嵒崮崋峘ঢ়બ峘ତ৶峮岝௏೨ ੝ఒ峕峲峵岿峳峔峵ৈೡ৲峢峘ৌૢ岞 •崯嵤崧峘ப৷ಉ峕峲峵਼ੀૠெ峘崹崳崫崗৅ে峔峓岝য峇峘峬峘峘ਂનৰਙ峒 岮峍峉૗৿ਏ౤峢峘ৌૢ岞 ে৬ి় ୰૾崛嵛崰嵕嵤嵓 $,ણ৷ •য৬ඝ੿嵣੝ୗ峒য৑峘๑డ峘ৌয়峒岮岰຃৶৓ਖ਻岝ੱମ峘ඝ੿峕峎岮峐 峘঺ভ৓ਭઍ岝১ૠ਑岝଻ਙ峘ါଷ岝఩஫৕ੲਾ嵣ಖઋ૾ଙಉ峘ਃ๶ੲਾ 峘৳૧岝਴ಉ৲峘ౢ੿৷ق঺ভਂ਍ك岝ୢ௜຃৶ ମ৬ચৡ୓ৗ 嵣ମ৬峘ଓ౥ 嵣৽ୡੴੲਾ峘਄੭ 嵣଻ਙ๑੎ ੱ峘崓崡崧嵆崌崢 ၴ峬岶ွ 嵣ਙત્ਙ峕岬峹峅峉ੱ৶੍ର 嵣崣嵓崽嵉崯崋崟嵛 嵣ਗ৖ੴચ崵崫崰嵗嵤崗 嵣ွ峘ૼ୒峘崊嵤崓崌崾 崐崵嵓崖嵤崟崡崮嵈 嵊崳崧嵒嵛崘嵣 崣嵛崟嵛崘 ଻શ৲ 崓崡崧嵆崌崢 হ৐峘૟岲 ৱ౺࿯୭ 嵣েਓ峒଎ા峘ᅵশ৓ਈి৲ 嵣୎৿峮ୟଛ峘஍૨৲ 嵣੅峉峔岮ථ峳峁 嵣಼૩岵峳ে岷ଋ峵 嵣崣嵛崟嵛崘岝嵊崳崧嵒嵛崘 嵣ਔઓৠ৒੍ର 嵣௏೨嵊崳崧嵒嵛崘 嵣଻যেਓ 嵣崯嵤崧峕੦峏岹଻શৌૢ •଻যඟ੷峘崛嵛崰嵕嵤嵓岝ા৷଀૿قব岝଻যك岝 ਈి৲峒ᅵশਙ峘崰嵔嵤 崱崒崽岝৘ড়ઇ୘ق嵒崮嵑崟嵤ਖ਻ك岝 হ௛峢峘ৌૢ岝૬৑嵣঱૬峘ਥਹ岝崱 嵕嵤嵛ୟଛ峕ൣ岰૬峘ବ௴ਖ਻ಉ岝 •଻য崯嵤崧峘崿嵑崌崸崟嵤峘৳૧岝崿嵑崌崸崟嵤෶૩峒ঽഞੳ௙峘ടശ岝崯嵤崧 峘ଵ৶ਥ ᅗ9 ᇶᮏࢩࢼࣜ࢜

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ཧ⪃ᩥ⊩ [1] ⛉Ꮫᢏ⾡ண ࢭࣥࢱ࣮㸪ࠕ➨ 11 ᅇ⛉Ꮫᢏ⾡ண ㄪᰝ 2040 ᖺ࡟┠ᣦࡍ♫఍ࡢ᳨ウ㸦࣮࣡ࢡࢩࣙࢵࣉሗ࿌㸧ࠖ㸪ㄪᰝ㈨ ᩱ-276㸪⛉Ꮫᢏ⾡࣭Ꮫ⾡ᨻ⟇◊✲ᡤ㸦2018㸧 [2] ⛉Ꮫᢏ⾡ண ࢭࣥࢱ࣮㸪ࠕᆅᇦࡢ≉ᚩࢆ⏕࠿ࡋࡓᮍ᮶♫఍ࡢጼ㹼2035 ᖺࡢࠕ㧗㱋♫఍™పⅣ⣲♫఍ࠖ㹼ࠖ㸪ㄪᰝ㈨ᩱ -259㸪⛉Ꮫᢏ⾡࣭Ꮫ⾡ᨻ⟇◊✲ᡤ㸦2017㸧 [3] ⛉Ꮫᢏ⾡ண ࢭࣥࢱ࣮㸪ࠕ➨8 ᅇண ᅜ㝿఍㆟ࠕᮍ᮶ࡢᡓ␎ᵓ⠏࡟㈉⊩ࡍࡿࡓࡵࡢண ࠖ㛤ദሗ࿌ࠖ㸪ㄪᰝ㈨ᩱ-275㸪 ⛉Ꮫᢏ⾡࣭Ꮫ⾡ᨻ⟇◊✲ᡤ㸦2018㸧

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