生成的モデリングによる集合データのVisual Analytics（博士論文公聴会）

九州工業大学 渡辺龍二 博士論文公聴会 発表スライド
論文リンク：http://doi.org/10.18997/00008918

Transcript

1. ۝भ޻ۀେֶ ౉ลཾೋ
   ೥݄೔
   ത࢜࿦จެௌձ
   ੜ੒తϞσϦϯάʹΑΔ
   ू߹σʔλͷ7JTVBM"OBMZUJDT
   

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2. ຊ࿦จͷ֓ཁ
   

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3. جຊίϯηϓτɿ7JTVBM"OBMZUJDT 7"
   <5IPNBT>
   
   ຊ࿦จͷ֓ཁ
   ҙࢥܾఆ
   ݁Ռ
   σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
   σʔλ
   σʔλ෼ੳγεςϜʢ7"γεςϜʣ
   ࢹ֮త
   ΠϯλϑΣʔε
   σʔλ෼ੳ
   ػߏ
   ʢϞσϧʣ
   ՄࢹԽ ɾσʔλ୳ࡧ
   ɾԾઆݕূ
   ɾ஌ࣝൃݟ
   ؔ৺ର৅
   <5IPNBT>*MMVNJOBUJOHUIFQBUI
   7"ͷ࿮૊Έ
   ਓؒ
   

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4. ຊݚڀͷ໨తɿू߹σʔλʹର͢Δ7"ͷ࣮ݱ
   
   ຊ࿦จͷ֓ཁ
   ਓؒ
   ҙࢥܾఆ
   ݁Ռ
   σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
   ಛ௃ྔू߹ͷू߹
   ʢू߹σʔλʣ
   σʔλ෼ੳγεςϜʢ7"γεςϜʣ
   ࢹ֮త
   ΠϯλϑΣʔε
   σʔλ෼ੳ
   ػߏ
   ʢϞσϧʣ
   ՄࢹԽ ɾσʔλ୳ࡧ
   ɾԾઆݕূ
   ɾ஌ࣝൃݟ
   ؔ৺ର৅
   ू߹σʔλ7"ͷ࿮૊Έ
   

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5. ຊ࿦จͷߩݙɿू߹σʔλ7"Λᶃఆٛ ᶄ࣮ݱ ᶅσϞ ͨ͜͠ͱ
   
   ຊ࿦จͷ֓ཁ
   ਓؒ
   ҙࢥܾఆ
   ݁Ռ
   σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
   ಛ௃ྔू߹ͷू߹
   ʢू߹σʔλʣ
   σʔλ෼ੳγεςϜʢ7"γεςϜʣ
   ࢹ֮త
   ΠϯλϑΣʔε
   σʔλ෼ੳ
   ػߏ
   ʢϞσϧʣ
   ՄࢹԽ ɾσʔλ୳ࡧ
   ɾԾઆݕূ
   ɾ஌ࣝൃݟ
   ؔ৺ର৅
   ू߹σʔλ7"ͷ࿮૊Έ
   ߩݙᶅ
   ࣮σʔλʹΑΔ
   σϞϯετϨʔγϣϯ
   ߩݙᶄ
   ੜ੒తϞσϦϯάʹΑΔ
   γεςϜͷߏஙํ๏ͷఏҊ
   ߩݙᶃ
   ๬·͍͠ػೳΛ੔ཧ্ͨ͠Ͱͷ
   Ұൠతͳू߹σʔλ7"ͷཁ݅ͷఆٛ
   

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6. ൃදͷྲྀΕ
   
   ΠϯτϩμΫγϣϯ
   ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
   ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
   σϞϯετϨʔγϣϯʢߩݙᶅʣ
   ૯ׅ
   

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7. ΠϯτϩμΫγϣϯ
   

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8. ΠϯτϩμΫγϣϯͷྲྀΕ
   
   ൃදͷྲྀΕ
   ΠϯτϩμΫγϣϯ
   ▸ എܠʛ7JTVBM"OBMZUJDT 7"
   
   ▸ എܠʛू߹σʔλ
   ▸ ໨తʛू߹σʔλͷ7"
   ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
   ఏҊख๏ʢߩݙᶄʣ
   σϞϯετϨʔγϣϯʢߩݙᶅʣ
   ૯ׅ
   

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9. ΠϯτϩμΫγϣϯͷྲྀΕ
   
   ൃදͷྲྀΕ
   ΠϯτϩμΫγϣϯ
   ▸ എܠʛ7JTVBM"OBMZUJDT 7"
   
   ▸ എܠʛू߹σʔλ
   ▸ ໨తʛू߹σʔλͷ7"
   ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
   ఏҊख๏ʢߩݙᶄʣ
   σϞϯετϨʔγϣϯʢߩݙᶅʣ
   ૯ׅ
   

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10. σʔλۦಈܕҙࢥܾఆʹ஫໨͕ू·͍ͬͯΔ
    
    എܠʛ7JTVBM"OBMZUJDT 7"
    
    l σʔλΛ׆༻ͨ͠ʮσʔλۦಈܕҙࢥܾఆʯ͕஫໨ΛूΊΔ
    ▸ ଟ͘ͷاۀ͕σʔλ׆༻Λਪਐ͍ͯ͠Δ<%&--5FDIOPMPHJFT>
    ⁃ σʔλར׆༻ʹ͍ͭͯԿ͔͠ΒܭըΛཱ͍ͯͯΔɺ΋͘͠͸طʹऔΓ૊ΜͰ͍Δاۀͷׂ߹͸
    ▸ ੓࣏<#BSCFSP>ɾεϙʔπ<&MHFOEZ>ɾҩྍ<(PU[>ͳͲ
    ༷ʑͳ෼໺Ͱσʔλར༻ͷࢼΈ͕ߦΘΕ͍ͯΔ
    <%&--5FDIOPMPHJFT>%JHJUBM5SBOTGPSNBUJPO*OEFYIUUQTXXXEFMMUFDIOPMPHJFTDPNKBKQQFSTQFDUJWFTEJHJUBMUSBOTGPSNBUJPOJOEFYIUN
    <#BSCFSP>#JHEBUBBOBMZUJDTGPSQPMJDZNBLJOH
    <&MHFOEZ>#JH%BUB"OBMZUJDTJO4VQQPSUPGUIF%FDJTJPO.BLJOH1SPDFTT
    <(PU[>%BUB%SJWFO)FBMUIDBSF$IBMMFOHFTBOE0QQPSUVOJUJFTGPS*OUFSBDUJWF7JTVBMJ[BUJPO
    

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11. σʔλۦಈܕҙࢥܾఆͷ෼ྨ
    
    എܠʛ7JTVBM"OBMZUJDT 7"
    
    l େ͖ࣗ͘ಈԽܕͱਓؒࢧԉܕʹ෼͔ΕΔ
    ▸ औΓ૊Ήҙࢥܾఆ໰୊ͷλΠϓʹԠͯ͡࢖͍෼͚͕ඞཁ
    ໨త ํ๏ ࣄྫ ໰୊ͷಛ௃ ར఺
    ࣗಈԽܕ
    ҙࢥܾఆͷ
    ࣗಈԽ
    ܭࢉػ্ʹ
    ൑அ΍ҙࢥܾఆͷ
    ػߏΛ࣮૷
    ۚ༥ʹ͓͚Δ
    ༥ࢿͷՄ൱ͷ൑ఆ
    <1BTRVBMF>
    8FCαʔϏεʹ͓͚Δ
    Ϩίϝϯυ<5BN>
    ୹࣌ؒʹେྔͷ
    ҙࢥܾఆΛߦ͏
    ޮ཰Խ
    ଐਓੑͷഉআ
    ਓؒ
    ࢧԉܕ
    ਓؒࣗ਎ͷ
    ҙࢥܾఆͷ
    ࢧԉ
    σʔλΛ෼ੳ͠
    ਓؒʹ৘ใఏࣔ
    ਓࣄධՁ<;IBP>
    ύϯσϛοΫରࡦͷ
    ઓཱུҊ<(VP>
    ϑΝογϣϯͷ
    ੡඼։ൃ<$IFO>
    ঢ়گ͕ෳࡶͰ
    ໰୊ͷ໌֬ͳఆ͕ٛࠔ೉
    ධՁج४͕ෳ਺͋Δɾ
    ͍͋·͍ɾఆੑతɾओ؍త
    Ұ౓ͷܾఆͷॏཁ౓͕ߴ͍
    ʹॏ͍੹೚͕ൃੜ
    ਓؒࣗ਎ͷ
    ܦݧ΍஌ࣝΛߟྀՄ
    ਓ͕ؒ࠷ऴܾఆΛ
    ԼͤΔ
    

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12. ຊݚڀͷয఺ɿਓؒࢧԉܕ
    
    എܠʛ7JTVBM"OBMZUJDT 7"
    
    l େ͖ࣗ͘ಈԽܕͱਓؒࢧԉܕʹ෼͔ΕΔ
    ▸ औΓ૊Ήҙࢥܾఆ໰୊ͷλΠϓʹԠͯ͡࢖͍෼͚͕ඞཁ
    ໨త ํ๏ ࣄྫ ໰୊ͷಛ௃ ར఺
    ࣗಈԽܕ
    ҙࢥܾఆͷ
    ࣗಈԽ
    ܭࢉػ্ʹ
    ൑அ΍ҙࢥܾఆͷ
    ػߏΛ࣮૷
    ۚ༥ʹ͓͚Δ
    ༥ࢿͷՄ൱ͷ൑ఆ
    <1BTRVBMF>
    8FCαʔϏεʹ͓͚Δ
    Ϩίϝϯυ<5BN>
    ୹࣌ؒʹେྔͷ
    ҙࢥܾఆΛߦ͏
    ޮ཰Խ
    ଐਓੑͷഉআ
    ਓؒ
    ࢧԉܕ
    ਓؒࣗ਎ͷ
    ҙࢥܾఆͷ
    ࢧԉ
    σʔλΛ෼ੳ͠
    ਓؒʹ৘ใఏࣔ
    ਓࣄධՁ<;IBP>
    ύϯσϛοΫରࡦͷ
    ઓཱུҊ<(VP>
    ϑΝογϣϯͷ
    ੡඼։ൃ<$IFO>
    ঢ়گ͕ෳࡶͰ
    ໰୊ͷ໌֬ͳఆ͕ٛࠔ೉
    ධՁج४͕ෳ਺͋Δɾ
    ͍͋·͍ɾఆੑతɾओ؍త
    Ұ౓ͷܾఆͷॏཁ౓͕ߴ͍
    ʹॏ͍੹೚͕ൃੜ
    ਓؒࣗ਎ͷ
    ܦݧ΍஌ࣝΛߟྀՄ
    ਓ͕ؒ࠷ऴܾఆΛ
    ԼͤΔ
    

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13. 7"͸ਓؒࢧԉܕΞϓϩʔνͷͭͰ͋Δ
    
    എܠʛ7JTVBM"OBMZUJDT 7"
    
    l 7JTVBM"OBMZUJDT 7"
    ɿਓؒओಋͷσʔλ෼ੳɾԾઆݕূͷ࿮૊Έ
    ▸ ࢹ֮తΠϯλϑΣʔεΛհͨ͠
    ਓؒͱσʔλ෼ੳγεςϜͷ૬ޓ࡞༻Λ܁Γฦ͢
    ਓؒ
    ҙࢥܾఆ
    ݁Ռ
    σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
    σʔλ
    σʔλ෼ੳγεςϜ
    ࢹ֮త
    ΠϯλϑΣʔε
    σʔλ෼ੳ
    ػߏ
    ʢϞσϧʣ
    ՄࢹԽ ɾσʔλ୳ࡧ
    ɾԾઆݕূ
    ɾ஌ࣝൃݟ
    ؔ৺ର৅
    50*
    
    

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14. 7"ͷ࣮૷ྫͱݟͳͤΔσʔλ෼ੳγεςϜ͸਺ଟ͋͘Δ
    
    എܠʛ7JTVBM"OBMZUJDT 7"
    
    IUUQTXXXUBCMFBVDPNKBKQ
    7*5"-*5:1SPNPUJOH4FSFOEJQJUPVT%JTDPWFSZPG"DBEFNJD-JUFSBUVSFXJUI5SBOTGPSNFST7JTVBM"OBMZUJDT
    <8BDIPXJBL>7JTVBMBOBMZUJDTBOESFNPUFTFOTJOHJNBHFSZUPTVQQPSUDPNNVOJUZCBTFESFTFBSDIGPSQSFDJTJPOBHSJDVMUVSFJOFNFSHJOHBSFBT
    #VTJOFTT*OUFMMJHFODFπʔϧ จݙ୳ࡧγεςϜ ஍ཧ৘ใγεςϜ<8BDIPXJBL>
    

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15. ΠϯτϩμΫγϣϯͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ▸ എܠʛ7JTVBM"OBMZUJDT 7"
    
    ▸ എܠʛू߹σʔλ
    ▸ ໨తʛू߹σʔλͷ7"
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ఏҊख๏ʢߩݙᶄʣ
    σϞϯετϨʔγϣϯʢߩݙᶅʣ
    ͓ΘΓʹ
    

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16. ू߹σʔλͱ͸ಛ௃ྔͷू߹ͷ͜ͱ
    
    എܠʛू߹σʔλ
    l ຊ࿦จʹ͓͚Δू߹σʔλͷఆٛɿಛ௃ྔ 𝑥 ͷू߹ 𝑋 = 𝑥!
    ू߹σʔλ𝑋 = {𝑥!
    }
    ۩ମྫɿνʔϜΛදݱ͢Δσʔλ
    Ѳྗ
    ౤ྗ
    ૸ྗ
    
    
    
    
    
    
    
    
    
    
    
    
    ධ
    Ձ
    ߲
    ໨
    ಛ௃ྔ𝑥
    

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17. ू߹σʔλͷσʔληοτશମ͸ಛ௃ྔू߹ͷू߹ʹͳΔ
    
    എܠʛू߹σʔλ
    σʔληοτશମɿಛ௃ྔू߹ͷू߹ {𝑋"}
    νʔϜ"ͷू߹σʔλ
    𝑋"
    = {𝑥!
    "}
    Ѳྗ
    ౤ྗ
    ૸ྗ
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    ධ
    Ձ
    ߲
    ໨
    νʔϜ#ͷू߹σʔλ
    𝑋#
    = {𝑥!
    #}
    νʔϜ$ͷू߹σʔλ
    𝑋$
    = {𝑥!
    $}
    

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18. ू߹σʔλͷ۩ମྫ
    
    എܠʛू߹σʔλ
    νʔϜ
    ϝϯόʔ ΞΠςϜ
    ίʔσΟωʔτ
    νʔϜͷσʔλ
    ͦͷଞͷྫɿ఺܈<4V>ɼจॻ<,VTOFS>ɼϚϧνλεΫֶशͷσʔληοτ<&EXBSET>ͳͲ
    ίʔσΟωʔτҰࣜ<-J>
    <4V>.VMUJ7JFX$POWPMVUJPOBM/FVSBM/FUXPSLTGPS%4IBQF3FDPHOJUJPO <,VTOFS>'SPN8PSE&NCFEEJOHT5P%PDVNFOU%JTUBODFT
    <-J>.JOJOH'BTIJPO0VUpU$PNQPTJUJPO6TJOH"O&OEUP&OE%FFQ-FBSOJOH"QQSPBDIPO4FU%BUB<&EXBSET>5PXSET B/FVSBM4UBUJTUJDJBO
    

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19. ू߹σʔλ͕࣋ͭੑ࣭ͱͦͷࠔ೉
    
    എܠʛू߹σʔλ
    l ཁૉ਺͕ҰఆͰͳ͍
    l ཁૉ͕ަ׵ՄೳͰ͋Δʢॱং͕มΘͬͯ΋ಉ͡ू߹ͱݟͳ͢ʣ
    l ͲͷΑ͏ʹڑ཭ɾྨࣅ౓ΛଌΔ͔ඇࣗ໌
    ▸ ڑ཭ɾྨࣅ౓ΛଌΔ͜ͱ͸ػցֶशͷࠜװ
    ▸ ػցֶशҰൠͷ՝୊ͱͯ͠਺ଟ͘ͷࢼΈ͕͋Δ<4[BCP ;BIFFS>
    l ͲͷΑ͏ʹՄࢹԽ͢Δ͔΋ඇࣗ໌
    ▸ ಛʹಛ௃ྔ͕ߴ࣍ͷ৔߹ɺ
    ू߹σʔλͦͷ΋ͷΛݟͯ஌ࣝൃݟ͢Δ͜ͱ͸༰қͰ͸ͳ͍
    ू߹σʔλͷੑ࣭<-FF>
    <-FF>4FU5SBOTGPSNFS"'SBNFXPSLGPS"UUFOUJPOCBTFE1FSNVUBUJPO*OWBSJBOU/FVSBM/FUXPSLT
    <4[BCP>-FBSOJOH5IFPSZGPS%JTUSJCVUJPO3FHSFTTJPO <;BIFFS>%FFQ4FUT
    

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20. ຊݚڀ͸ू߹σʔλΛѻ͏7"ͷ࣮ݱΛ໨ࢦ͢
    
    ໨తʛू߹σʔλͷ7JTVBM"OBMZUJDT
    ਓؒ
    ҙࢥܾఆ
    ݁Ռ
    σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
    ಛ௃ྔू߹ͷू߹
    ʢू߹σʔλʣ
    σʔλ෼ੳγεςϜʢ7"γεςϜʣ
    ࢹ֮త
    ΠϯλϑΣʔε
    σʔλ෼ੳ
    ػߏ
    ʢϞσϧʣ
    ՄࢹԽ ɾσʔλ୳ࡧ
    ɾԾઆݕূ
    ɾ஌ࣝൃݟ
    ؔ৺ର৅
    ू߹σʔλ7"ͷ࿮૊Έ
    

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21. ಈػʛू߹σʔλ7"ͷνʔϜฤ੒ࢧԉ΁ͷ׆༻
    
    ໨తʛू߹σʔλͷ7JTVBM"OBMZUJDT
    l ू߹σʔλ7"ͷయܕతͳ׆༻ઌɿνʔϜฤ੒ʢϝϯόʔબ୒໰୊ʣ
    ▸ બ୒Մೳϝϯόʔू߹͔Β੒Ռ͕࠷େͱͳΔ෦෼ू߹ΛબͿ໰୊
    ▸ ͋ΒΏΔ෼໺ʹ͓͍ͯඞਢͷ՝୊<಺ࢁ ,P[MPXTLJ -FNJFVY$IBSMFT>
    l ͳͥνʔϜฤ੒ࢧԉʹू߹σʔλ7"ͳͷ͔ʁ
    ▸ 7"ͷΑ͏ͳਓؒओಋͳΞϓϩʔν͕ద͍ͯ͠Δ
    ⁃ ఆࣜԽͰ͖ͳ͍΄Ͳͷෳࡶ͞
    ⁃ ࣌ʹ૊৫ͷ໋ӡΛࠨӈ͢Δ΄Ͳॏཁ
    ▸ ू߹σʔλΛѻ͏ඞཁ͕͋Δ
    <಺ࢁ>νʔϜɾύϑΥʔϚϯεͷੜ੒ʹ͔͔ΘΔલఏཁ݅ͷݕ౼ <,P[MPXTLJ>8PSLHSPVQTBOEUFBNTJOPSHBOJ[BUJPOT3FWJFXVQEBUF
    <-FNJFVY$IBSMFT>8IBU%P8F,OPXBCPVU)FBMUI$BSF5FBN&⒎FDUJWFOFTT "3TFWJFX PGUIF-JUFSBUVSF
    

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22. ຊݚڀͷߩݙɿू߹σʔλ7"Λᶃఆٛ ᶄ࣮ݱ ᶅσϞ ͨ͜͠ͱ
    
    ໨తʛू߹σʔλͷ7JTVBM"OBMZUJDT
    ਓؒ
    ҙࢥܾఆ
    ݁Ռ
    σʔλۦಈͳҙࢥܾఆΛߦ͏࢓૊Έ
    ಛ௃ྔू߹ͷू߹
    ʢू߹σʔλʣ
    σʔλ෼ੳγεςϜʢ7"γεςϜʣ
    ࢹ֮త
    ΠϯλϑΣʔε
    σʔλ෼ੳ
    ػߏ
    ʢϞσϧʣ
    ՄࢹԽ ɾσʔλ୳ࡧ
    ɾԾઆݕূ
    ɾ஌ࣝൃݟ
    ؔ৺ର৅
    ू߹σʔλ7"ͷ࿮૊Έ
    ߩݙᶅ
    ࣮σʔλʹΑΔ
    σϞϯετϨʔγϣϯ
    ߩݙᶄ
    ੜ੒తϞσϦϯάʹΑΔ
    γεςϜͷߏஙํ๏ͷఏҊ
    ߩݙᶃ
    ๬·͍͠ػೳΛ੔ཧ্ͨ͠Ͱͷ
    Ұൠతͳू߹σʔλ7"ͷཁ݅ͷఆٛ
    

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23. ߩݙᶃɿू߹σʔλ7"ͷཁ݅ͷఆٛ
    
    

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24. ҎԼͷ఺Λू߹σʔλ7"ͷཁ݅ͱͯ͠ఆٛ͢Δ
    
    ຊݚڀͷߩݙᶃ
    ू߹σʔλΛѻ͑Δ
    υϝΠϯ಺ՄࢹԽͱυϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ༰қʹߦ͑Δ
    

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25. ຊύʔτͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ▸ ٞ࿦ͷى఺ ʛ7"ʹΑΔνʔϜฤ੒ࢧԉ
    ⁃ νʔϜฤ੒ͷঢ়گͷ੔ཧ
    ⁃ νʔϜฤ੒ࢧԉ7"γεςϜʹ๬·͍͠ػೳͷ੔ཧ
    ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ▸ ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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26. ຊύʔτͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ▸ ٞ࿦ͷى఺ ʛ7"ʹΑΔνʔϜฤ੒ࢧԉ
    ⁃ νʔϜฤ੒ͷঢ়گͷ੔ཧ
    ⁃ νʔϜฤ੒ࢧԉ7"γεςϜʹ๬·͍͠ػೳͷ੔ཧ
    ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ▸ ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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27. νʔϜ͕ஔ͔Ε͍ͯΔঢ়گɿνʔϜฤ੒ͱ࣮ફͷεςοϓ
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ฤ੒ऀ
    ʢҙࢥܾఆऀʣ
    ฤ੒͞ΕͨνʔϜ
    ʢҙࢥܾఆͷ݁Ռʣ
    બ୒Մೳͳϝϯόʔͷू߹
    ՝୊
    औΓ૊Ή ಘΒΕΔ
    ྫɿόεέͷࢼ߹
    ੒Ռ
    ྫɿࢼ߹ͷείΞ
    ᶃ νʔϜฤ੒ϑΣʔζ ᶄ ࣮ફϑΣʔζ
    ྫɿΫϥϒʹॴଐ͢Δ
    όεέબखͷू߹
    ྫɿΫϥϒͷ؂ಜ
    ྫɿࢼ߹ʹग़৔͢Δ
    ϥΠϯφοϓ
    ϝϯόʔબ୒
    ʢҙࢥܾఆʣ
    

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28. νʔϜฤ੒ͷஈ֊Ͱ͸ຊ౰ʹಘΒΕΔ੒Ռ͸෼͔Βͳ͍
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ฤ੒ऀ
    ʢҙࢥܾఆऀʣ
    ฤ੒͞ΕͨνʔϜ
    ʢҙࢥܾఆͷ݁Ռʣ
    બ୒Մೳͳϝϯόʔͷू߹
    ՝୊
    औΓ૊Ή ಘΒΕΔ
    ྫɿόεέͷࢼ߹ ྫɿࢼ߹ͷείΞ
    ᶃ νʔϜฤ੒
    ϝϯόʔબ୒
    ʢҙࢥܾఆʣ
    ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ
    ྫɿΫϥϒͷ؂ಜ
    ੒Ռ
    ྫɿࢼ߹ʹग़৔͢Δ
    ϥΠϯφοϓ
    ྫɿΫϥϒʹॴଐ͢Δ
    όεέબखͷू߹
    

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29. ฤ੒ऀ͸ಘΒΕΔ੒ՌΛݟӽͯ͠ϝϯόʔΛબ୒͠ͳ͚Ε͹ͳΒͳ͍
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ฤ੒ऀ
    ʢҙࢥܾఆऀʣ
    ฤ੒͞ΕͨνʔϜ
    ʢҙࢥܾఆͷ݁Ռʣ
    બ୒Մೳͳϝϯόʔͷू߹
    ՝୊
    औΓ૊Ή ಘΒΕΔ
    ྫɿόεέͷࢼ߹
    ᶃ νʔϜฤ੒
    ϝϯόʔબ୒
    ʢҙࢥܾఆʣ
    ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ
    ྫɿΫϥϒͷ؂ಜ
    ྫɿࢼ߹ʹग़৔͢Δ
    ϥΠϯφοϓ
    ಘΒΕΔͰ͋Ζ͏੒ՌΛݟӽ͢
    ੒Ռ
    ྫɿࢼ߹ͷείΞ
    ྫɿΫϥϒʹॴଐ͢Δ
    όεέબखͷू߹
    

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30. νʔϜฤ੒͸ෳ਺ͷݕ౼ࣄ߲͕ଘࡏ͢Δࠔ೉ͳ໰୊Ͱ͋Δ
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ᶄ ϝϯόʔͷ૊߹ͤ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    1γϡʔτ
    Ϧό΢ϯυ
    ộ ộ ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    εςΟʔϧ
    ᶃ ݸʑͷϝϯόʔͷೳྗ
    γφδʔޮՌ<)JOET>ΛੜΈग़͢૊߹ͤ
    Λݟ͚͍ͭͨɻ͕ͩ૊߹ͤͷ਺͸๲େɻ
    ᶅ ֎తͳཁҼ
    νʔϜͱ֎తཁҼʢྫɿఢνʔϜʣͱͷ
    ૬ੑΛߟྀ͢Δඞཁ͕͋Δ
    WT
    ࣗνʔϜ ఢνʔϜ
    ᶆ ੍໿৚݅
    બ୒ʹ੍໿ʢྫɿಛఆͷϝϯόʔΛى༻Ͱ
    ͖Δ࣌ؒɾճ਺ͷ੍ݶʣ͕͋Δ͜ͱ΋ଟ͍
    💦 💰
    💰
    💰
    ϝϯόʔͷർ࿑ ى༻ͷίετ
    

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31. ຊݚڀͷಈػɿఏҊख๏ʹΑΓνʔϜฤ੒ࢧԉ7"γεςϜΛߏங͢Δ
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ՝୊
    औΓ૊Ή ಘΒΕΔ
    ᶃ νʔϜฤ੒ ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ
    ᶄ ಘΒΕΔͰ͋Ζ͏੒ՌΛݟӽ͢
    ੒Ռ
    ྫɿࢼ߹ͷείΞ
    σʔλϕʔε 7"γεςϜ
    ฤ੒ऀ
    ʢҙࢥܾఆऀʣ
    ฤ੒͞ΕͨνʔϜ
    ʢҙࢥܾఆͷ݁Ռʣ
    બ୒Մೳͳϝϯόʔͷू߹
    ᶅ ϝϯόʔ
    બ୒͢Δ
    ᶃ ૬ޓ࡞༻
    ͢Δ
    

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32. લఏɿνʔϜฤ੒ʹ͍ͭͯऩू͞ΕΔσʔλ
    
    લఏʛνʔϜฤ੒ͷঢ়گ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    ू߹σʔλ 𝑋 = 𝑥
    ʢྫɿࣗνʔϜͷϥΠϯφοϓʣ
    ֎తཁҼͷσʔλʢ˞ʣ
    ʢྫɿఢνʔϜͷϥΠϯφοϓʣ
    ੒ՌΛද͢ଟมྔσʔλ 𝑦
    ʢྫɿࢼ߹ͰࣗνʔϜ͕ಘͨείΞʣ
    1
    ੒ޭ਺
    1
    ੒ޭ਺
    ϒϩοΫ
    ੒ޭ਺ ʜ ૯ಘ఺
    ಘࣦ఺
    ࠩ
    ʜ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    WT
    ࢼ߹
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    1
    ੒ޭ਺
    1
    ੒ޭ਺
    ϒϩοΫ
    ੒ޭ਺ ʜ ૯ಘ఺
    ಘࣦ఺
    ࠩ
    ʜ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    WT
    ࢼ߹
    աڈͷࢼ߹ͷ਺͚ͩ͜ͷͭ૊͕ಘΒΕΔ
    ʢ˞ʣ֎తཁҼͷσʔλ͸Ұൠʹ͸ू߹σʔλʹݶΒͳ͍
    

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33. ຊύʔτͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ▸ ٞ࿦ͷى఺ ʛ7"ʹΑΔνʔϜฤ੒ࢧԉ
    ⁃ νʔϜฤ੒ͷঢ়گͷ੔ཧ
    ⁃ νʔϜฤ੒ࢧԉ7"γεςϜʹ๬·͍͠ػೳͷ੔ཧ
    ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ▸ ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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34. νʔϜ
    ϝϯόʔ
    νʔϜ" νʔϜ# νʔϜ$
    લఏɿ෼ੳର৅ʮνʔϜʯͱʮϝϯόʔʯ͸֊૚ߏ଄Λ࣋ͭ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    

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35. νʔϜ
    ϝϯόʔ
    νʔϜ" νʔϜ# νʔϜ$
    લఏɿᶃશମ૾ ᶄಛఆͷݸମ ͱ͍͏෼ੳൣғΛ࢖͍෼͚Δ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ᶄ ಛఆͷ
    νʔϜΛ
    ݟΔ
    ᶃ νʔϜ܈ͷશମ૾Λ၆ᛌ͢Δ
    👀
    ᶄ ಛఆͷϝϯόʔΛݟΔ
    ᶃ ϝϯόʔ܈ͷશମ૾Λ၆ᛌ͢Δ
    

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36. ՄࢹԽػೳ͸ҎԼͷछྨʹ෼ྨͰ͖Δ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ ՄࢹԽػೳ͕ೖΔ ՄࢹԽػೳ͕ೖΔ
    ϝϯόʔ ՄࢹԽػೳ͕ೖΔ ՄࢹԽػೳ͕ೖΔ
    

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37. ֤Ϛεʹ̎ͭͣͭɺܭͭͷػೳΛఆٛ͢Δ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

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38. ·ͣ͸ʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽͰ๬·͍͠ػೳΛ঺հ͠·͢
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

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39. ʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽᶃɿྨࣅؔ܎ͷՄࢹԽ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ϝϯόʔͷྨࣅؔ܎Λ൓өͨ͠ʮ஍ਤʯΛ࡞੒͢Δ
    ػೳͷ࣮ݱ
    બ୒Մೳͳબखͷ
    ಛ௃ྔΛ·ͱΊͨςʔϒϧ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    1γϡʔτ
    Ϧό΢ϯυ
    ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    εςΟʔϧ
    💦
    ػೳ࣮ݱલͷ՝୊ ػೳ࣮ݱ͢Δͱʜʁ
    ϝϯόʔಛ௃ྔ͚ͩΛݟͯ
    ྨࣅؔ܎ͱ͍ͬͨશମ૾Λ೺Ѳ͢Δ͜ͱ͸ࠔ೉
    ஍ਤ
    ϝϯόʔͨͪͷྨࣅؔ܎Λେ௫ΈͰ
    ೺ѲͰ͖Δ
    ͍ۙϝϯόʔಉ࢜͸
    ಛ௃͕͍ۙ
    

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40. ʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽᶄɿಛ௃ྔͷՄࢹԽ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ࣮ݱ
    બ୒Մೳͳબखͷ
    ಛ௃ྔΛ·ͱΊͨςʔϒϧ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    1γϡʔτ
    Ϧό΢ϯυ
    ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    εςΟʔϧ
    💦
    ػೳ࣮ݱલͷ՝୊ ػೳ࣮ݱ͢Δͱʜʁ
    ϝϯόʔಛ௃ྔ͚ͩΛݟͯ
    ྨࣅؔ܎ͱ͍ͬͨશମ૾Λ೺Ѳ͢Δ͜ͱ͸ࠔ೉
    ஫໨߲ͨ͠໨ʹ͓͚Δ
    ֤ϝϯόʔͷ܏޲Λ೺ѲͰ͖Δ
    ྫɿ1γϡʔτͷ஋
    େ
    খ
    ಛఆͷಛ௃ྔͷ߲໨ʹΑͬͯ஍ਤΛ৭෇͚͢Δ
    

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41. ࣍ʹ঺հ͢Δػೳ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

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42. ͜΍ͭ ͕1͕
    ۤखͳͷ͸෼͔ͬ
    ͕ͨɺԿ͔௕ॴ͸
    ͳ͍ͷͩΖ͏͔ʜ
    ʮϝϯόʔʯͷʮಛఆͷݸମʯͷՄࢹԽᶃɿಛ௃ྔͷՄࢹԽ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ࣮ݱ
    ϝϯόʔͷ஍ਤΛݟ͍ͯͯࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ
    ஫໨ͨ͠ϝϯόʔͷڧΈɾऑΈΛ೺ѲͰ͖Δ
    ྫɿ1γϡʔτͷ஋
    খ େ
    ಛఆͷϝϯόʔʹ͍ͭͯΑΓৄ͘͠
    ஌Γ͍ͨ
    click!
    1
    1
    ϒϩοΫ
    εςΟʔϧ
    Ϧό΢ϯυ
    Ξγετ
    શମ૾ΛՄࢹԽ͢Δ
    ϝϯόʔͷ஍ਤ
    ஍ਤ্Ͱ؂ಜ͕ࢦఆͨ͠ϝϯόʔͷಛ௃ྔΛදࣔ͢Δʢର࿩తͳՄࢹԽʣ
    

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43. ʮϝϯόʔʯͷʮಛఆͷݸମʯͷՄࢹԽᶄɿ৽نϝϯόʔͷΞαΠϯ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ࣮ݱ
    ৽نϝϯόʔʹ͍ͭͯࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ
    طଘϝϯόʔͱ௚ײతʹൺֱͰ͖ΔͨΊ
    ϝϯόʔͷಛ௃Λ೺Ѳ͠΍͍͢
    ྫɿ1γϡʔτͷ஋
    খ େ
    Ͳ͏͍͏λΠϓͷϝϯόʔͳͷ͔
    ஌Γ͍ͨ
    ৽نϝϯόʔ͕஍ਤ্ͰͲ͜ʹ഑ஔ͞ΕΔ͔Λදࣔ͢Δ
    ͜΍ͭ͸Ͳ͏͍͏
    λΠϓͷબखͳΜ
    ͩΖ͏͔ʜʁ
    ͸͡Ί·ͯ͠ʂ
    ৽نϝϯόʔ
    new!
    ͳΔ΄Ͳ
    ͱಉ͡λΠϓͳͷ
    ͔ʂ
    ˞ͨͩ͠ಛ௃ྔ͸ط஌ͱ͢Δ
    

    View Slide

44. ࣍ʹ঺հ͢Δػೳ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

    View Slide

45. ʮνʔϜʯͷʮશମ૾ʯͷՄࢹԽᶃɿྨࣅؔ܎ͷՄࢹԽ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ࣮ݱ
    ػೳ࣮ݱ͢Δͱʜʁ
    νʔϜ஍ਤ
    શͯͷνʔϜͷྨࣅؔ܎Λ
    େ௫Έʹ೺ѲͰ͖Δ
    ͍ۙνʔϜಉ࢜͸
    ͍ۙੑ࣭Λ࣋ͭ
    νʔϜ"
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    💦
    νʔϜ;
    ػೳ࣮ݱલͷ՝୊
    શͯͷνʔϜͷϥΠϯφοϓΛ௚઀ݟͯ
    ྨࣅؔ܎Λ൑அ͢Δ͜ͱ͸༰қͰ͸ͳ͍
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    ఺͕νʔϜ
    Λද͢
    νʔϜͷྨࣅؔ܎Λ൓өͨ͠ʮ஍ਤʯΛ࡞੒͢Δ
    

    View Slide

46. ʮνʔϜʯͷʮશମ૾ʯͷՄࢹԽᶄɿ੒Ռͷ܏޲ͷՄࢹԽ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ࣮ݱ
    ػೳ࣮ݱ͢Δͱʜʁ
    ஫໨߲ͨ͠໨ʹ͓͚Δ
    ֤νʔϜͷ੒Ռͷ܏޲Λ೺ѲͰ͖Δ
    ྫɿ1૯ಘ఺ͷฏۉ஋
    େ
    খ
    νʔϜ"
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    ධ
    Ձ
    ߲
    ໨
    1γϡʔτ
    ộ ộ ộ ộ ộ ộ ộ
    ϒϩοΫ
    💦
    νʔϜ;
    ػೳ࣮ݱલͷ՝୊
    શͯͷνʔϜͷϥΠϯφοϓΛ௚઀ݟͯ
    ྨࣅؔ܎Λ൑அ͢Δ͜ͱ͸༰қͰ͸ͳ͍
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    ఺͕νʔϜ
    Λද͢
    ಛఆͷ੒Ռͷ߲໨ʹΑͬͯ஍ਤΛ৭෇͚͢Δ
    

    View Slide

47. ࣍ʹ঺հ͢Δػೳ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

    View Slide

48. ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶃɿϝϯόʔߏ੒ɾ੒Ռ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ࣮ݱ
    νʔϜ஍ਤΛݟ্ͨͰͷཁ๬ ػೳ࣮ݱ͢Δͱʜʁ
    ஫໨ͨ͠νʔϜΛͭͷ؍఺͔Β೺ѲͰ͖Δ
    ಛఆͷνʔϜʹ͍ͭͯ
    ΑΓৄ͘͠஌Γ͍ͨ
    click!
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    νʔϜ஍ਤ
    ߏ੒͍ͯ͠Δ
    ϝϯόʔ
    1
    1
    ಘࣦ఺ࠩ
    Ξγετ
    ϒϩοΫ
    ૯ಘ఺
    ಘΒΕΔ
    ੒Ռ
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    νʔϜ஍ਤ
    ஍ਤ্Ͱ؂ಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏ੒ʯͱʮ੒ՌʯΛදࣔ͢Δʢର࿩తͳՄࢹԽʣ
    

    View Slide

49. νʔϜͷϝϯόʔߏ੒ɾ੒ՌͷՄࢹԽʹٻΊΒΕΔ͜ͱ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ஍ਤ্Ͱ؂ಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏ੒ʯͱʮ੒Ռʯͷදࣔʹ͓͍ͯʜ
    click!
    ߏ੒͍ͯ͠Δ
    ϝϯόʔ
    1
    1
    ಘࣦ఺ࠩ
    Ξγετ
    ϒϩοΫ
    ૯ಘ఺
    ಘΒΕΔ
    ੒Ռ
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    νʔϜ஍ਤ
    ϝϯόʔߏ੒͕
    Ұ໨Ͱ෼͔Δ
    ՄࢹԽ๏ͷ࣮ݱ
    ֎తཁҼʢఢνʔϜʣ
    Λߟ্ྀͨ͠Ͱ
    ੒ՌΛ༧ଌ͢Δ
    

    View Slide

50. νʔϜͷϝϯόʔߏ੒ɾ੒ՌͷՄࢹԽํ๏͸ඇࣗ໌
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ஍ਤ্Ͱ؂ಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏ੒ʯͱʮ੒Ռʯͷදࣔʹ͓͍ͯʜ
    click!
    ߏ੒͍ͯ͠Δ
    ϝϯόʔ
    1
    1
    ಘࣦ఺ࠩ
    Ξγετ
    ϒϩοΫ
    ૯ಘ఺
    ಘΒΕΔ
    ੒Ռ
    "
    #
    $
    %
    &
    ;
    9
    :
    5
    6
    '
    (
    4
    νʔϜ஍ਤ
    ϝϯόʔߏ੒͕
    Ұ໨Ͱ෼͔Δ
    ՄࢹԽ๏ͷ࣮ݱ
    ֎తཁҼʢఢνʔϜʣ
    Λߟ্ྀͨ͠Ͱ
    ੒ՌΛ༧ଌ͢Δ
    ΍Γํ͸
    ඇࣗ໌
    

    View Slide

51. ࣍ʹ঺հ͢Δػೳ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

    View Slide

52. ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶄɿ৽نνʔϜͷΞαΠϯ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ࣮ݱ
    ৽نνʔϜΛ૊Μͩ࣌ʹࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ
    աڈͷνʔϜͱ௚ײతʹൺֱͰ͖ΔͨΊ
    νʔϜͷಛ௃Λ೺Ѳ͠΍͍͢
    Ͳ͏͍͏λΠϓͷνʔϜʹͳΔͷ͔
    ஌Γ͍ͨ
    ৽نνʔϜ͕νʔϜ஍ਤ্ͰͲ͜ʹ഑ஔ͞ΕΔ͔Λදࣔ͢Δ
    ৽نνʔϜ
    ˞ͨͩ͠ݸʑͷϝϯόʔͷಛ௃ྔ͸ط஌ͱ͢Δ
    "
    $
    &
    ;
    :
    5
    6
    (
    4
    #
    %
    9 '
    /
    new!
    ৽نνʔϜ
    Λද͢
    

    View Slide

53. ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶃᶄɿ৽نνʔϜͷ੒Ռ༧ଌ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ػೳͷ
    ద༻
    ৽نϥΠϯφοϓΛ૊Μͩ࣌ʹࢥ͏͜ͱ ՄࢹԽػೳᶃᶄΛ૊Έ߹ΘͤΔͱ
    ͲΕ͚ͩͷ੒ՌΛ্͛ΒΕΔ͔
    ஌Γ͍ͨ
    ՄࢹԽᶃͱᶄΛ૊Έ߹ΘͤΔ͜ͱͰ৽نνʔϜͷ੒Ռͷ༧ଌ͕Մೳ
    ৽نνʔϜ
    ͋ΕɺࢥͬͨΑΓ
    ੒Ռ͕ग़ͳ͍ͳʜ
    ߟ͑௚ͯ͠ΈΔ͔
    ˞ͨͩ͠ݸʑͷϝϯόʔͷಛ௃ྔ͸ط஌ͱ͢Δ
    "
    $
    &
    ;
    :
    5
    6
    (
    4
    #
    %
    9 '
    /
    ৽نνʔϜ
    Λද͢
    ՄࢹԽػೳᶄ
    ৽نνʔϜͷΞαΠϯ
    click!
    1
    1
    ಘࣦ఺ࠩ
    Ξγετ
    ϒϩοΫ
    ૯ಘ఺
    ಘΒΕΔ
    ੒Ռͷ༧ଌ஋
    ՄࢹԽػೳᶃ
    ৽نνʔϜͷΞαΠϯ
    ϥΠϯφοϓͷࢼߦࡨޡ͕Մೳʹ
    

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54. ๬·͍͠ػೳͷ·ͱΊ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    

    View Slide

55. ఆٛͨ͠ػೳ͸ଞͷέʔεʹ΋ҰൠԽͰ͖Δ
    
    ٞ࿦ͷى఺ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ྫɿίʔσΟωʔτબ୒
    νʔϜ
    ϝϯόʔ ΞΠςϜ
    ίʔσΟωʔτ
    ಉ͡֊૚ߏ଄
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ ᶃྨࣅؔ܎ͷՄࢹԽ
    ᶄ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃϝϯόʔߏ੒ɾ੒Ռ
    ͷՄࢹԽ
    ᶄ৽نνʔϜͷ
    ΞαΠϯ
    ϝϯόʔ ᶃྨࣅੑͷՄࢹԽ
    ᶄಛ௃ྔͷՄࢹԽ
    ᶃಛ௃ྔͷՄࢹԽ
    ᶄ৽نϝϯόʔͷ
    ΞαΠϯ
    શମ૾ ಛఆͷݸମ
    ίʔσΟ
    ωʔτ
    ᶃྨࣅؔ܎ͷՄࢹԽ
    ᶄධՁͷ܏޲ͷՄࢹԽ
    ᶃΞΠςϜߏ੒ɾධՁ
    ͷՄࢹԽ
    ᶄ৽نίʔσΟωʔτ
    ͷΞαΠϯ
    ΞΠςϜ ᶃྨࣅੑͷՄࢹԽ
    ᶄಛ௃ྔͷՄࢹԽ
    ᶃಛ௃ྔͷՄࢹԽ
    ᶄ৽نΞΠςϜ
    ͷΞαΠϯ
    ๬·͍͠ػೳ ๬·͍͠ػೳ
    ྫɿνʔϜฤ੒
    

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56. ຊύʔτͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ▸ લఏ ʛνʔϜฤ੒ͷঢ়گ
    ▸ ໨ඪ ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ▸ ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ͓ΘΓʹ
    

    View Slide

57. νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    ಋग़Λ
    ݕ౼
    ʁ
    

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58. ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ू߹σʔλΛѻ͑Δ
    ࠷௿ݶͷ৚݅
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    

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59. ू߹σʔλΛѻ͑Δ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    ҰൠԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    υϝΠϯɿ෼ੳର৅ͷ฼ूஂͷ͜ͱ
    ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ
    

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60. ू߹σʔλΛѻ͑Δ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    υϝΠϯؒͷ
    ؔ܎ͷՄࢹԽ
    ͱͯ͠ҰൠԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    υϝΠϯɿ෼ੳର৅ͷ฼ूஂͷ͜ͱ
    ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ
    

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61. ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ू߹σʔλΛѻ͑Δ
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    υϝΠϯɿ෼ੳର৅ͷ฼ूஂͷ͜ͱ
    ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ
    ू߹σʔλΛѻ͑Δ
    

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62. ू߹σʔλΛѻ͑Δ
    ྨࣅؔ܎ͷՄࢹԽ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    Ͱ͖Δ͜ͱͷ
    ҰൠԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    

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63. ಛ௃ྔͷՄࢹԽ
    ू߹σʔλΛѻ͑Δ
    ྨࣅؔ܎ͷՄࢹԽ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ू߹σʔλ7"ͷཁ݅
    ྨࣅؔ܎ͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ໨తͷͭΛ
    ҰൠԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ੒Ռͷ܏޲ͷՄࢹԽ
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    

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64. நग़ͨͭ͠ͷཁ݅Λू߹σʔλͷཁ݅ͱͯ͠ఆٛ͢Δ
    
    ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ू߹σʔλΛѻ͑Δ
    υϝΠϯ಺ՄࢹԽͱ
    υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ
    ू߹σʔλͱͦͷग़ྗͷؒͰ
    ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
    Ϣʔβ͕૊Έ߹Θͤ࠷దԽΛ
    ༰қʹߦ͑Δ
    ྨࣅؔ܎ͷՄࢹԽ
    ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ಛ௃ྔͷՄࢹԽ
    ྨࣅؔ܎ͷՄࢹԽ
    ੒Ռͷ܏޲ͷՄࢹԽ
    ৽نνʔϜͷΞαΠϯ
    ৽نϝϯόʔͷΞαΠϯ
    ಛ௃ྔͷՄࢹԽ
    νʔϜͷ
    શମ૾ͷ
    ՄࢹԽ
    νʔϜͷ
    ݸମͷ
    ՄࢹԽ
    ϝϯόʔͷ
    શମ૾ͷ
    ՄࢹԽ
    ϝϯόʔͷ
    ݸମͷ
    ՄࢹԽ
    ू߹σʔλ7"ͷཁ݅
    νʔϜฤ੒ࢧԉʹ๬·͍͠ػೳ
    νʔϜฤ੒ͷ
    ৔໘ʹ͓͚Δ
    ۩ମతͳ࣮૷
    ҰൠԽ
    

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65. ຊύʔτͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ▸ લఏ ʛνʔϜฤ੒ͷঢ়گ
    ▸ ໨ඪ ʛνʔϜฤ੒ࢧԉ7"γεςϜͷ๬·͍͠ػೳͷఆٛ
    ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬͨ͢΂͖Ұൠతͳཁ݅ͷಋग़
    ▸ ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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66. ཁ݅Λຬͨͨ͢ΊͷνϟϨϯδ
    
    ఏҊख๏ͷ՝୊ʛཁ݅Λຬͨ͢͜ͱͷࠔ೉ͱ௅ઓ
    l ࠔ೉ɿू߹σʔλʹର͢ΔͭͷػցֶशλεΫΛಉ࣌ʹղ͘
    ▸ ࣝผλεΫɿ༩͑ΒΕͨू߹σʔλ𝑋͔Βͦͷग़ྗ𝑦Λਪఆ͢Δ
    ▸ ੜ੒λεΫɿಛఆͷ৚݅Λຬͨ͢ू߹σʔλ𝑋Λੜ੒͢Δ
    ▸ ՄࢹԽλεΫɿෳ਺ͷू߹σʔλ{𝑋}ΛՄࢹԽ͢Δ
    l νϟϨϯδɿू߹σʔλ͔ΒͭͷλεΫʹରԠͰ͖ΔʮදݱʯΛநग़͢Δ͜ͱ
    ▸ ͭͷλεΫ͸τϨʔυΦϑͷؔ܎ʹ͋Δ
    ⁃ ՄࢹԽͷͨΊʹ͸දݱΛ୯७Խ͢Δඞཁ͕͋Δ
    ⁃ ͋·Γʹ୯७Խ͗͢͠Δͱࣝผ΍ੜ੒ʹෆ౎߹
    ▸ ू߹σʔλͷؒͷࠩҟΛ௵ͣ͞ɺ͔ͭՄࢹԽʹదͨ͠දݱͱ͸ʁ
    

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67. ຊύʔτͷ·ͱΊ
    
    ߩݙᶃɿू߹σʔλ7"ͷཁ݅ͷఆٛ
    l ू߹σʔλ7"ͷཁ݅Λٞ࿦͢ΔͨΊͷى఺ͱͯ͠7"ʹΑΔνʔϜฤ੒ࢧԉΛ੔ཧͨ͠
    ▸ νʔϜฤ੒ͷঢ়گΛ֬ೝͨ͠
    ▸ νʔϜฤ੒ࢧԉ͢Δʹ͋ͨͬͯ7"γεςϜʹٻΊΒΕΔ๬·͍͠ػೳΛఆٛͨ͠
    l ๬·͍͠ػೳΛҰൠԽ͠ू߹σʔλ7"ͷཁ݅ͱͯ͠ఆٛͨ͠
    l ཁ݅Λຬͨͨ͢Ίͷࠔ೉ͱ௅ઓʹ͍ͭͯ੔ཧͨ͠
    

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68. ߩݙᶄɿू߹σʔλ7"γεςϜߏஙํ๏ͷఏҊ
    

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69. ͔͜͜ΒͷൃදͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ
    ▸ ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜ෼ੳγεςϜͷ঺հ
    ▸ લఏ ʛੜ੒తϞσϦϯάͱ7"
    ▸ ఏҊख๏ʛੜ੒తϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7"
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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70. ͔͜͜ΒͷൃදͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ
    ▸ ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜ෼ੳγεςϜͷ঺հ
    ▸ લఏ ʛੜ੒తϞσϦϯάͱ7"
    ▸ ఏҊख๏ʛੜ੒తϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7"
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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71. 
    ࣗνʔϜ஍ਤ
    ࣗϝϯόʔ஍ਤ ఢνʔϜ஍ਤ
    ఢϝϯόʔ஍ਤ
    ࣗνʔϜ੒Ռάϥϑ
    ࣗϝϯόʔಛ௃άϥϑ
    

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72. 
    ࣗϝϯόʔ஍ਤ
    ηϯλʔ
    ύϫʔϑΥϫʔυ
    γϡʔςΟϯάΨʔυ
    ϙΠϯτΨʔυ
    εϞʔϧϑΥϫʔυ
    ϝϯόʔͷશମ૾ͷ
    ՄࢹԽ
    

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73. 
    ࣗϝϯόʔ஍ਤ
    τάϧͰಛ௃ྔͷ߲໨ΛબͿ
    ͜͜Ͱ͸1ʢ1੒ޭ཰ʣΛબ୒
    ϝϯόʔͷશମ૾ͷ
    ՄࢹԽ
    DMJDL
    

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74. 
    ࣗϝϯόʔ஍ਤ
    1ʢ1੒ޭ཰ʣͷ஋Ͱ৭෇͚͞ΕΔ
    ʢന͕ฏۉɺ੺͍΄Ͳେ͖͘੨͍΄Ͳখ͍͞ʣ
    ϝϯόʔͷશମ૾ͷ
    ՄࢹԽ
    

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75. 
    ϝϯόʔͷશମ૾ͷ
    ՄࢹԽ
    ࣗϝϯόʔ஍ਤ
    1ʢ1੒ޭ཰ʣʹมߋ
    ʢന͕ฏۉɺ੺͍΄Ͳେ͖͘੨͍΄Ͳখ͍͞ʣ
    

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76. 
    ಛఆͷϝϯόʔͷ
    ՄࢹԽ
    ࣗϝϯόʔ஍ਤ
    ࣗϝϯόʔಛ௃άϥϑ
    DMJDL
    

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77. 
    DMJDL
    ࣗϝϯόʔ஍ਤ
    ࣗϝϯόʔಛ௃άϥϑ
    ಛఆͷϝϯόʔͷ
    ՄࢹԽ
    ಛ௃ྔ͕ՄࢹԽ͞ΕΔ
    

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78. 
    DMJDL
    ࣗϝϯόʔ஍ਤ
    ࣗϝϯόʔಛ௃άϥϑ
    ಛఆͷϝϯόʔͷ
    ՄࢹԽ
    ҧ͏ϝϯόʔΛࢦఆ
    

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79. 
    DMJDL
    ࣗϝϯόʔ஍ਤ
    ࣗϝϯόʔಛ௃άϥϑ
    ՄࢹԽಛ௃ྔ΋มԽ
    ಛఆͷϝϯόʔͷ
    ՄࢹԽ
    

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80. 
    νʔϜͷશମ૾ͷ
    ՄࢹԽ
    ࣗνʔϜ஍ਤ
    ϚʔΧʔ͸
    Ϋϥϒͷҧ͍Λදݱ
    

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81. 
    νʔϜͷશମ૾ͷ
    ՄࢹԽ
    ࣗνʔϜ஍ਤ
    τάϧͰ੒Ռͷ߲໨ΛબͿ
    ͜͜Ͱ͸15%ʢಘࣦ఺ࠩʣΛબ୒
    DMJDL
    

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82. 
    ࣗνʔϜ஍ਤ
    15%ʢಘࣦ఺ࠩʣͷฏۉ஋Ͱ৭෇͚͞ΕΔ
    ʢന͕ฏۉɺ੺͍΄ͲউͭݟࠐΈ͕େ͖͍ɺ
    ੨͍΄Ͳখ͍͞ʣ
    νʔϜͷશମ૾ͷ
    ՄࢹԽ
    

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83. 
    ࣗνʔϜ஍ਤ
    ରઓ͢ΔఢνʔϜ͕ط஌ͷ৔߹͸
    ఢνʔϜ஍ਤ্Ͱࢦఆ͢Δ
    νʔϜͷશମ૾ͷ
    ՄࢹԽ
    ఢνʔϜ஍ਤ
    DMJDL
    

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84. 
    ࣗνʔϜ஍ਤ
    ࢦఆ͞ΕͨఢνʔϜͱରઓͨ࣌͠ͷ
    ࣗνʔϜ͕औΔͱ༧ଌ͞ΕΔಘࣦ఺ࠩͷදࣔ
    ʢന͍ͱҾ͖෼͚ɾ੺͍΄ͲউͭݟࠐΈ͕ߴ͍
    ੨͍΄ͲউͭݟࠐΈ͕௿͍ʣ
    νʔϜͷશମ૾ͷ
    ՄࢹԽ
    ఢνʔϜ஍ਤ
    ରઓ͢ΔఢνʔϜ͕ط஌ͷ৔߹͸
    ఢνʔϜ஍ਤ্Ͱࢦఆ͢Δ
    DMJDL
    

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85. 
    ࣗνʔϜ஍ਤ
    DMJDL
    ࣗϝϯόʔ஍ਤ
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    ఢνʔϜ஍ਤ
    

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86. 
    ࣗνʔϜ஍ਤ
    ࣗϝϯόʔ஍ਤ
    DMJDL
    ఢνʔϜ஍ਤ
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    ࢦఆ͞ΕͨνʔϜͷϝϯόʔߏ੒͕
    άϨʔεέʔϧͷີ౓දࣔ͞ΕΔ
    ʢࠇ͍΄ͲͦͷྖҬͷϝϯόʔΛ௕࣌ؒى༻ʣ
    

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87. 
    ࣗνʔϜ஍ਤ
    ࣗϝϯόʔ஍ਤ
    DMJDL
    ఢνʔϜ஍ਤ
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    

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88. 
    ࣗϝϯόʔ஍ਤ ఢνʔϜ஍ਤ
    ࣗνʔϜ஍ਤ
    DMJDL
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    ࢦఆͨࣗ͠νʔϜͷ͋ΒΏΔఢνʔϜʹର͢Δ
    ಘࣦ఺ࠩͷ༧ଌ݁ՌΛදࣔ
    ʢന͍ͱҾ͖෼͚ɾ੺͍΄ͲউͭݟࠐΈ͕ߴ͍
    ੨͍΄ͲউͭݟࠐΈ͕௿͍ʣ
    

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89. 
    ࣗϝϯόʔ஍ਤ ఢνʔϜ஍ਤ
    ࣗνʔϜ஍ਤ
    DMJDL
    ࣗνʔϜͱఢνʔϜΛ྆ํࢦఆ͢Δ
    DMJDL
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    ࣗνʔϜ੒Ռάϥϑ
    

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90. 
    ಛఆͷνʔϜͷ
    ՄࢹԽ
    ࣗνʔϜ஍ਤ ఢνʔϜ஍ਤ
    ৄ͍ࣗ͠νʔϜͷ੒ՌΛ֬ೝͰ͖Δ
    DMJDL
    DMJDL
    ࣗνʔϜ੒Ռάϥϑ
    

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91. ࣮ݱͨ͠ػೳͱΞϓϩʔνͷରԠ
    
    ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ
    ՄࢹԽͷൣғ
    શମ૾ ಛఆͷݸମ
    ෼
    ੳ
    ର
    ৅
    νʔϜ
    ᶃ ྨࣅؔ܎ͷՄࢹԽ
    ᶄ ੒Ռͷ܏޲ͷՄࢹԽ
    ᶃ ϝϯόʔߏ੒ͱ
    ੒Ռ༧ଌ݁ՌͷՄࢹԽ
    ᶄ ৽نνʔϜͷΞαΠϯ
    ϝϯόʔ
    ᶃ ྨࣅੑͷՄࢹԽ
    ᶄ ಛ௃ྔͷՄࢹԽ
    ᶃ ಛ௃ྔͷՄࢹԽ
    ᶄ ৽نϝϯόʔͷΞαΠϯ
    ࣮ݱͨ͠ػೳ ࣮ݱ͢ΔΞϓϩʔν
    ू߹σʔλʹରԠ͢Δ
    ੜ੒తϞσϦϯά
    ʢఏҊ͢Δ࿮૊Έʣ
    ଟมྔσʔλʹର͢Δ
    ௨ৗͷੜ੒తϞσϦϯά
    ʢطଘͷ࿮૊Έʣ
    ֦
    ு
    

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92. ͔͜͜ΒͷൃදͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ
    ▸ ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜ෼ੳγεςϜͷ঺հ
    ▸ લఏ ʛੜ੒తϞσϦϯάͱ7"
    ▸ ఏҊख๏ʛੜ੒తϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7"
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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93. ͔͜͜ΒͷൃදͷྲྀΕ
    
    ൃදͷྲྀΕ
    ΠϯτϩμΫγϣϯ
    ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ
    ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ
    ▸ ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜ෼ੳγεςϜͷ঺հ
    ▸ લఏ ʛੜ੒తϞσϦϯάͱ7"
    ▸ ఏҊख๏ʛੜ੒తϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7"
    ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
    ૯ׅ
    

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94. ࠷΋γϯϓϧͳੜ੒తϞσϦϯάͷ໰୊ઃఆ
    
    લఏʛੜ੒తϞσϦϯάͱ7"
    ؍ଌۭؒ
    ࣸ૾
    f : Z ! X
    l ༩͑ΒΕΔ΋ͷɿ؍ଌσʔλ
    l ਪఆ͢Δ΋ͷ
    AAACwnichVFdTxNBFD2soFhRir6Y+NLYQDAxzV0jwZiQEOXBJwPFQhO2NLvLtB2Z/WB32ojr/gH/gA8+aUII8Wfw4h/wgZ9AfLMmvvDA7XYJAaLezc6cOfeeO2dmnFDJWBMdjRjXRseu3xi/Wbg1cfvOZHHq7locdCNX1NxABVHdsWOhpC9qWmol6mEkbM9RYt3ZfjnIr/dEFMvAf6N3Q9Hw7LYvW9K1NVPNYsPybN1xWkk9XbCUaOnZM+Jd2kz81Ipku6MfMVww083kdfq4dLGgZEl/SLm2yrpkaSeppptLzWKZKpRF6Sowc1BGHstBcR8WthDARRceBHxoxgo2Yv42YIIQMtdAwlzESGZ5gRQF1na5SnCFzew2j21ebeSsz+tBzzhTu7yL4j9iZQnT9IMOqE/f6Rsd08lfeyVZj4GXXZ6doVaEzcmP91f//Ffl8azROVf907NGC88yr5K9hxkzOIU71Pfef+qvPq9OJzP0lX6y/y90RId8Ar/3291bEdXPKPADmJev+ypYe1Ix5yq08rS8+CJ/inE8wEPM8n3PYxGvsIwa73uIY/xC31gy3ho7RjwsNUZyzT1cCOPDKRc/sJA=
    X = (xn)N
    n=1
    , xn
    2 X = RD
    ▸ જࡏม਺ 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
    M = (µn
    )N
    n=1
    , µn
    2 L = RL
    ▸ ׈Β͔ͳඇઢܗࣸ૾
    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
    s.t. 8n xn
    ' f (µn
    )
    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
    f : L ! X
    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
    X
    જࡏۭؒ 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
    L
    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
    µn
    જࡏม਺
    ଟ༷ମ
    ͱରରԠ
    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
    L
    ؍ଌσʔλ
    AAACb3ichVG7SgNBFD1Z3/EVtVAQJBgUbcKNKIqVaGOpxqhgJOyuk2TJvtidBDX4A36AFhY+QET8DBt/wCKfIFaiYGPhzWZBVNQ7zMyZM/fcOTOjuabhS6JaRGlqbmlta++IdnZ19/TG+vo3fKfs6SKjO6bjbWmqL0zDFhlpSFNsuZ5QLc0Um1ppqb6/WRGebzj2utx3xY6lFmwjb+iqZCqbtVRZ1PLVvcOcnYslKElBxH+CVAgSCGPFiV0ji1040FGGBQEbkrEJFT63baRAcJnbQZU5j5ER7AscIsraMmcJzlCZLfFY4NV2yNq8rtf0A7XOp5jcPVbGMUYPdEMvdE+39Ejvv9aqBjXqXvZ51hpa4eZ6j4bSb/+qLJ4lip+qPz1L5DEXeDXYuxsw9VvoDX3l4OQlPb82Vh2nS3pi/xdUozu+gV151a9WxdopovwBqe/P/RNsTCVTM0lanU4sLIZf0Y5hjGKC33sWC1jGCjJ8rotjnOE88qwMKiNKvJGqRELNAL6EMvkB1N+O/Q==
    xn
    ϊΠζ
    

    View Slide

95. ੜ੒Ϟσϧͷදهํ๏
    
    લఏʛੜ੒తϞσϦϯάͱ7"
    f : Z ! X
    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
    xn
    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
    µn
    f : Z ! X
    જࡏม਺ ࣸ૾ ؍ଌσʔλ
    ੜ੒Ϟσϧͷ
    ؆қදه
    άϨʔɿʮਪఆର৅ʯͷҙ
    જࡏۭؒ ؍ଌۭؒ
    ରԠ͢Δ
    ֓೦ਤ
    Ұॏઢɿʮߴ࣍ݩʯͷҙ
    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96. જࡏม਺ͱσʔλͷ૒ํ޲ͳม׵͕Մೳ
    
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
    µ
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97. 
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98. ੜ੒తϞσϦϯάʹΑΔ7"ͷલఏ͸ͭ͋Δ
    
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    View Slide

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100. ू߹σʔλʹੜ੒తϞσϦϯά͠7"͢Δ͜ͱ͸ࠔ೉Ͱ͋Δ
     
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101. ͔͜͜ΒͷൃදͷྲྀΕ
     
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102. ఏҊख๏ͷू߹σʔλͷੜ੒Ϟσϧ
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     View Slide

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104. ղܾࡦʛಛ௃ྔͷજࡏ্ۭؒͷ֬཰෼෍
     
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     View Slide

105. Ξϓϩʔνʛ֬཰෼෍දݱͷར఺
     
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     View Slide

106. ఏҊख๏ͷੜ੒Ϟσϧ͕ཁ݅Λຬͨ͢͜ͱΛ֬ೝ͍ͯ͘͠
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     View Slide

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AACCTXic3Z3PbyRHFcc7AZIQfiSBA0ggZFgFNihZzSYSIKRIm117vbbHnvFv7653LXe7bc96fu309KzXjg+LhIiAIwiknEDigJDgGiFxQqDcOHHIn4D2GBCHRBH1Y6p/VfX7vrF6L6y1uzM9/f10VfWreu/VVLX9frsVDWu1D556+lOf/swzzz732ec/9/kvfPGFF1/60kbUiwdBuB702r3Blr8bhe1WN1wftobtcKs/CHc7fjvc9I+uyc83R+EgavW6a8OH/fBOZ/eg29pvBbtDcWi5v/PihdqlmvozZb+4PH5x4crX31t+/ONvvNfsvXTlXW/b2/N6XuDFXscLva43FK/b3q4XiZ/b3mWv5vXFsTveqTg2EK9a6vPQO/OeF9pYnBWKM3bF0SPx74F4d3t8tCveS2ak1IG4Slv8HQjllPdy7Z+139c+rL1f+0PtX7WPS1mniiHL8lD872tt2N954adfXf0vVHXE/0PvMFWRZR56+94PVFlboux9dUTWItD60cmvPlz94crLp9+u/bb2WJT/N7UPan8VNeiO/h38bjlceVfQ9c+2UIXeA1XnjipFV7TyqTouebIN9Lue+BurmoXi6Lb4OSP1gVJEomSa0BElmxrXsiX+Pc2doVkDVQs3T5ZE3mVZ67vi70Xvgnj3ylgrf15WP1Pj9pa8acHSNiLJi+OrN0SLyTrId/Iuf1fx5TkH4oqyRc8yR6ZU2fXR8zJ3vWMHUx+l74FkdTI131YWvS+usu29rVpAtkxLMA/Hx2iirMdIlUW24WtCfwYUa8nZ26osU+oIvl/6vp+Kf++qkn0TXmeQq6e06GNlJ/qTtOa3rXrfgbYYevfHd0Dam+5PsvRtZYfykzdhS+yp61Ok7aQfy5Y6HSvOmPyWIPbUkT5xBT1WROIa+o7sKl0o+mVPtNepGAUvidYJE4sLVR+LFcGUTlJayq7OkivR1NcU93XITe+JtPSBUD8YX4Wue1uNBQf/F21g6kK3RTJevfO3X38CxmLpj7J9oyf6sBxt2qo/Sy9ygdGT4wIlVp9MzhmKdz2lpEfkcf2ajZ0/rjwDariv2jtQd/22aOM7uaPydT/x6ruivFPjkro/eR3WIb0e94p3xTnoqncnvLK+9huVXHvbe9X5yRu2hzz+c/QTcD+WMq2SHdcCxT1Vn2fH5IvjMfnVsbfcEz/ys7fVMV2+tD+8AtpIjgMj1buy9vpq5nqGm/cDlwBXxni7BWrqT9vqswN1xPSEvHcdZM6grzSTsypf/Mx4Oxlq1pfl2wb5smlvwatn6NOKq4/ZPrJ4P7ZL7oi5Ki+6keWYVZGrtEfzKmNhaz+vfXSyCGxsqOxUx915z2+Opi1Gt0mkItPpZByX73aU/31Tqe+qzzBhziK0EsIcizBvEe4lhHkWYcEiHCWEBRahbhHaCaHOIixahE5CWGQRlixCNyEssQhrFmGYENaY9rDnsIjvTGwTNqWVoXDtwqbcy1C4tmFTjjIUrn3YlHaGwrURm9LJULh2YlO6GQrXVmzKMEPh2csQUIZMq2vlRrOs7e2o0czw9NjNH9/mSsktizw3EXm+lHzPIs9PRF4oJR9Z5IWJyPVSctsi1yciL5aSOxZ5cSLyUim5a5GXJiKvlZKHFnktR6bYfZW17CWe1byfzLca1ZyDwvevRjXvoPB9rFEtOCh8P2tUdQeF72uNatFB4ftbo1pyUPg+N73Te857zfea6d12kSbxnOkdd5Em8Z7pXXeRJvGg6Z13kSbxoundd5Em8aSpBbhIk3jT1Aryo0neFs7rxVLLKKef35Ol1lJOP783Sy2onH5+j5ZaVTn9/F4ttbRy+vk9W2p95XTk3XKzE+/UV75S+6j2Qe1Ptfdrj8Wrv9c+rP2l9ji+aL6JAV5rJF6b7xx0/uqLnPhUHaXrMlLf29hKn6EMnMqAodxzKvcYytCpDBnKfadyn6E8cCoPGMpDp/KQoWw5lS2G8p5TeY+hPHIqjxjKtlPZZig7TmWHoew6lV2GsudU9hjKvlPZZyjvO5X3GcqBUzlgKCOnMmIoh07lkKGMncqYoRw5lSOG8oFT+YChPHYqjxnKh07lQ4byxKk8SZTUN4yjnL/JE3j5zch7y3n9txglv+pUXmUorzmV1xjKaadymqGccSpnGMrrTuV1hnLWqZxlKG84lTcYyjmnco6hnHcq5xnKBadygaGsO5V1hnLRqVxkKJecyiWGsuFUNhjKplPZZCiXncplhnLFqVxhKFedylWGcs2pXGMo153KdYZyw6ncYCg3ncpNhnLLqdxiKG86lTcZyltO5S3GKO+rd2fj1/K79L1klVZPfZuJMwPf6yS5gZuBcwTJCEgGzhYkY49k4LxBMkKSgTMIydgnGTiXkIwDkoGzCsk4JBk4v5CMFsnAmYZk3CMZOOeQjCOSgbMPyWiTDJyH+Oo9xcAZiWR0SQbOTSSjRzJwliIZfZKB8xXJuE8ycOYiGQOSgXMYyYhIBs5mJGNIMnBeIxkxycAZjmSMSAbOdSTjAcnAWY9kHJMMnP9IxkOSgTMhyTghGSYnQpS3SArObCTjKsnAOY5kXCMZONuRjGmSgfMeyZghGTgDkozrJAPnQpIxSzJwViQZN0gGzo8kY45k4ExJMuZJBs6ZJGOBZODsSTLqJAPnUZKxSDJwRiUZSyQD51aS0SAZOMuSjCbJwPmWZCyTDJx5ScYKycA5mGSskgycjUnGGsnAeZlkrJMMnKFJxgbJwLmaZGySDJy1ScYWycD5m2TcJBk4k5OMWySDk9PFiZ+Tq5rNTB6tuFpQXIWKawXFNaiYLijQt+Vx4p+MYgYqrhcU16FitqCYhYobBcUNqJgrKNC3+3HiRYwCfYsfJz7DKNC39XHiIYwCfSsfJ/7AKNC373Ey+hsF+pY9TsZ6o2hARbOgaELFckGxDBUrBcUKVKwWFKtQsVZQoJV5cTL+GsU6VGwUFBtQsVlQbELFVkGxBRU3C4qbUHGroLgFR8UwGRVn1N0J1ArvvtpFhSP/MBkhbTWO+cNktLTVONoPk5HTVuM4P0xGUVuNI/wwGVFtNY7tw2R0tdU4qg+TkdZW43g+TEZdW40j+TAZgW01juHDZDS21Th6D5OR2VbjuD1MRmlbjSP2MBmxbTWO1cNk9LbVOEoPk5HcVuP4PExGdVuNI/MwGeFtNY7Jw2S0t9U4Gg+Tkd9W4zg8TLyArcYReJh4BFuNY+8w8Q62GkfdYeIpbDWOt8PEa9hqHGmHiQex1ZwYW+58pGeTyv0MKpkP5pjKfRAm0zNP5f4Jk+n5qHLfhcn0LFW5X8Nkeu6q3OdhMj2jVe4PMZme5yr3lZhMz36V+1FMpufEyn0sJtMzZeX+F5Pp+bNy34zJ9Kxaud/GZHqurdynYzI9A1fu7zGZnpcrjwUwmZ6tK48TMJmewyuPITCZntkrjy8wmZ7vK489MJmeBSyPSzCZnhssj1kwmZ4xLI9nMJmeRyyPdTCZnl0sj4MwmZ5zLI+RUJQUWGsIzR55nHEH1ipCo8X5dmCtIzRanG0H1kpCo8W5dmCtJTRanGkH1mpCo8V5dmCtJzRanGUH1opCo8U5dmCtKTRanGEH1qpCo8X5dWCtKzRanF0H1spCo8W5dWCtLTRanFkH1urC/PMiaG1xfaHR4qw6sFYYGi3OqQNrjaHR4ow6sFYZGi3OpwNrnaHR4mw6sFYaGi3OpQNrraHR4kw6sFYbGi3OowNrvaHR4iw6sFYcGi3OoQNrzaHR4gw6sFYdGi0nf44szxAp/8LxDJHlGYwWe4bI8gxGiz1DZHkGo8WeIbI8g9FizxBZnsFosWeILM9gtNgzRJZnMFrsGSLLMxgt9gyR5RmMFnuGyPIMRos9Q2R5BqPFniGyPIPRYs8QWZ7BaLFniCzPYLTYM0SWZzBa7BkiyzMYLfYMkeUZjBZ7hsjyDEaLPUNkeQajxZ4hsjyD0WLPEFmewWixZ4gsz2C02DNElmcwWuwZIsszGC32DJHlGYyWtyLdd+w88lmewc/Mnea1nHV5vmP3kc/yDH5m/jOv5azD8y3foLWc9Xe+Yw+Sz/IMfmaWMq/lrLfzHfuQfJZn8DMzjXktZ32d79iL5LM8g5+ZLcxrOevpfMd+JJ/lGfzMjF9ey1k/5zv2JPksz+BnZu3yWs56Od+xL8lneQY/M/OW13LWx/mOvUk+yzP4mdmzvJazHs537E/yWZ7Bz8yA5bWc9W++Y4+Sz/IMfmYWK6/lrHfzHfuUfJZn8DMzUXktZ32b79ir5DM9w0jlF32h0TuWNNGesdrOnUeXSD7VIPSGkJiehXgH3u74GE3MnoeY8nmibUYps+chpnx2tnzKq34iK82VLT+wFOgKJ6yWPWG3LIfGZUnL4/Cy5yFmSxzDxPQsxJNPNe+rp5bSxOx5iNlWVueL94iaPxO35+543wvVlrus/f3xBJZZPBex5ajQAkxzDmLxaLrvcJkBgxgwWbplUF0jFkseCdWYRfOy5yFmB1pMh2UvXcjpsjjHsLWOme2OW53DGYj73AMkcw5iReppttgrZc/D/niW6euy56GSTjN9XfY8xFxjjvZrE4z2dfZImj8Tcbeg9WyxrKcJOU0WZ5VpOasFy6GY6xOM8MVzcb3xCNpkjqBNxgjaZI6gDeYImj0Pz5V0nkBMrPfzVxkV693sVcfFer9/1ZGxfgLAk42N9Y7WKqNjXeqq4mO9E7rqCFk/S6DKGFk/FaDqKFk/J+BJxMm6XauKlPVe8ycVK+unA1QVLes97VXHy/qpIVVFzLrGVcXM+gkNVUfN+vkTVcTN+ikUVUTO+jkBVcTO+g5UET3rZ0pUFT/rp0tUH0Hrve9Vx9D66QBVR9F6z3DVcbTeqf4kImm9p7eKWFrvHq8imtZ7t6uOp/VO7CcVUevaVxVTa1pVUbV+NkD1cXXs6JXp/mBuP4wdvTDd+8ztd7Gj16U7RLn9LHb2snTnL79fxblele7xxHcrzvWidLcuR2n3mnRfLbefxCW9JN09O0m/iAu9Iq0Ppx/EhV6Qqjl2HzusPt0vzbfzjYKdm+gre5TW5y3c6LNHaX3eto0+e5TWF63aEPLHaYaxZ6PV72lNs6BpMjR5GzbK7FFab1uvYRQ/QWU/tEp/yKpzZOkihi5vq0abPYrmGW07pXIHrvWOHPZLcblWPXLYNcXlWvvIae8Umd8LRrl+QDFx7xjl+gfFwr1m5Og3FJHbm0Yl/YliT9LLRoV+RrcC7n2jQv+jebhXjhz9kmLye2vs6K3p0ya4fTN29M2Uwu2JsaMnphRuv4ud/S7l8HtZnOtlKQH3qTjXp1Il7kGxowelem5/iUv6S0qapHfEhd6RrQ/uC3GhL2TV2PJjh+WnBL6dy9/BbH7LY/Y3Ml/0hsnveS1Xy6u4tB2GNsi0f1YbMLQ9T/4+dFvbY2hXC3WWuzTu5lqCVmfrbLTmGK3M1tgoA4adrebqa5TmGKWsW3WtT1DXeqGudXZd64W61tl1bVglbkxQ4kahxA12iRuFEjcmKHH+7jTYd+dQHZG/b1Vr3b8Hu5XUp+S3Te+8eOHypZr6M1X+YuP1S5e/d+nycu3Claue/vOc9zXvW6LXXPa+713xbohxZ92Tv0f9Z94vvF8++sej/zz6+NEn+tSnnxprvuzl/vzo2f8BmW5CKQ==
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     View Slide

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112. ຊύʔτͷ·ͱΊ
     
     ߩݙᶄɿू߹σʔλ7"γεςϜߏஙํ๏ͷఏҊ
     l ू߹σʔλ7"ͷཁ݅Λຬͨ͢7"γεςϜΛߏங͢Δख๏ΛఏҊͨ͠
     ▸ ଟมྔσʔλʹର͢ΔϞσϦϯάΞϓϩʔνͰ͋Δੜ੒తϞσϦϯάΛϕʔεͱͨ͠
     ▸ ू߹σʔλʹରͯ͠ੜ੒తϞσϦϯάΛ֦ு͠ɺ
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113. ߩݙᶅɿ࣮σʔλʹΑΔσϞϯετϨʔγϣϯ
     

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114. લड़ͷγεςϜͰ෼ੳɾҙࢥܾఆͷσϞϯετϨʔγϣϯΛߦ͏
     
     ߩݙᶅɿ࣮σʔλʹΑΔσϞϯετϨʔγϣϯ
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     ࣗνʔϜ੒Ռάϥϑ
     ࣗϝϯόʔಛ௃άϥϑ
     

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115. ฤ੒ऀͱγεςϜͷΠϯλϥΫγϣϯΛ௨ͨ͠ϝϯόʔબ୒ϓϩηε
     
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     γεςϜ͕બ୒͞
     ΕͨϥΠϯφοϓͷજ
     ࡏม਺Λࣔ͢
     

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116. ૯ׅ
     
     ຊ࿦จͷ໨తɿू߹σʔλʹର͢Δ7"ͷ࣮ݱ
     ▸ యܕతͳ׆༻ઌɿνʔϜฤ੒Λ࢝Ίͱ͢Δϝϯόʔબ୒
     ू߹σʔλ7"ͷཁ݅Λఆٛʢߩݙᶃʣ
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     ू߹σʔλͱͦͷग़ྗͷؒͷ૒ํ޲ͳ༧ଌ͕Ͱ͖Δ
     ૊߹ͤ࠷దԽΛ༰қʹ͢Δ
     ཁ݅Λຬͨ͢7"γεςϜͷߏஙํ๏ΛఏҊʢߩݙᶄʣ
     ▸ Ϟσϧɿू߹σʔλΛؚΉσʔλશମͷੜ੒աఔͷϞσϧԽ
     ▸ ࢹ֮తΠϯλϑΣʔεɿϞσϧΛ΋ͱʹͨ͠ର࿩తͳ෼ੳɾ༧ଌ݁Ռͷఏࣔ
     όεέοτϘʔϧͷσʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ
     ʹΑΓγεςϜ͕ཁ݅Λຬͨ͢͜ͱΛ֬ೝͨ͠
     

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