あなたのWebサービスはAIに自動テストしてもらえる？アクセシビリティツリーで読み解く、AIの『視点』

by Yusuke Iwaki

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ʮ͋ͳͨͷ8FCαʔϏε͸"*ʹࣗಈςετͯ͠΋Β͑Δʁʯ ΞΫηγϏϦςΟπϦʔͰಡΈղ͘ "*ͷʰࢹ఺ʱ !:VTVLF*XBLJ,BJHJPO3BJMT

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,BJHJPO3BJMT 3BJMTͷγεςϜςετղ๤ֶ ,BJHJPO3BJMT &&UFTUJOHPO3BJMT ,BJHJPO3BJMT $BQZCBSBੜ੒"*Ͱ Ͳ͜·Ͱຊ౰ʹࣗવݴޠͷςετΛॻ͚Δ͔ʁ

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ຊ೔ͷ͓୊ ΞΫηγϏϦςΟπϦʔͰಡΈղ͘"*ͷʮࢹ఺ʯ ʮ͋ͳͨͷ8FCαʔϏε͸"*ʹࣗಈςετͯ͠΋Β͑Δʁʯ

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,BJHJPO3BJMTͰͷൃද ࣗવݴޠͰςετΛॻ͍ͨΒɺࣗ཯తʹಈ͘$BQZCBSBυϥΠό

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,BJHJPO3BJMTͰͷൃද Α͠ʂ͋Εɺ͏·͘ಈ͖·ͤΜͰͨ͠Ͷ ʮ·ͩਫ਼౓্ͷ໰୊͸͋Γ·͢ʂʯ εΫϦʔϯγϣοτΛͱͬͯɺ ࣍ʹ͢΂͖ΞΫγϣϯΛ"*ʹ౴͑ͤͯ͞ ϒϥ΢βࣗಈૢ࡞πʔϧͰࣗಈ࣮ߦ͢Δɺͷϧʔϓ ࣗવݴޠͰςετΛॻ͍ͨΒɺࣗ཯తʹಈ͘$BQZCBSBυϥΠό

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͋Ε͔Β೥ɺ͍Ζ͍Ζͳ΋ͷ͕ग़͖ͯͨ #SPXTFS6TF 1MBZXSJHIU.$1 ɾࣗવݴޠͰϒϥ΢βΛ͙Γ͙Γͱಈ͔ͤΔϥΠϒϥϦ

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ੜ੒"*ʹΑΔςετࣗಈԽ΋ʁ ɾਓ͕ؒ$ISPNFΠϯεϖΫλΛۦ࢖ͯ͠ϒϥ΢βࣗಈૢ࡞ςετΛ࡞Δ ɹ࣌୅͸ऴΘΓ͕ݟ͖͑ͯͨ ࣗવݴޠ ʮϩάΠϯը໘ʯͰ͸ &NBJMZVTVLFJXBLJ!FYʜ 1BTT)PHF)PHF ΛೖΕͯϩάΠϯ͢Δɻ μογϡϘʔυʹભҠͰ͖͍ͯͨΒɺ %FWJDFTλϒΛ։͍ͯ 'VMMZ.BOBHFEσόΠεͷ*.&*͕ ৄࡉը໘ʹग़͍ͯΔ͜ͱΛ֬ೝ͍ͨ͠ɻ ϩάΠϯը໘ʹඈ͹͞Ε͍ͯͨΒɺ̏ճ·Ͱ ϦτϥΠͯ͠΄͍͠ɻ ࣗવݴޠͰॻ͔ΕͨܭըΛ΋ͱʹ ϒϥ΢βܦ༝ͰαΠτΛݟΔɾಈ͔͢ ࣗಈςετ༻ͷࣗಈૢ࡞εΫϦϓτ Λੜ੒ࣗಈम෮͢Δ &&ςετεΫϦϓτ ࣗ཯తͳ ίϯςΩετऩू

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ຊ೔ͷ͓୊ ΞΫηγϏϦςΟπϦʔͰಡΈղ͘"*ͷʮࢹ఺ʯ ʮ͋ͳͨͷ8FCαʔϏε͸"*ʹࣗಈςετͯ͠΋Β͑Δʁʯ

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ੜ੒"*ʹΑΔςελϏϦςΟΛղ໌͢Δʂ ࣗવݴޠ ʮϩάΠϯը໘ʯͰ͸ &NBJMZVTVLFJXBLJ!FYʜ 1BTT)PHF)PHF ΛೖΕͯϩάΠϯ͢Δɻ μογϡϘʔυʹભҠͰ͖͍ͯͨΒɺ %FWJDFTλϒΛ։͍ͯ 'VMMZ.BOBHFEσόΠεͷ*.&*͕ ৄࡉը໘ʹग़͍ͯΔ͜ͱΛ֬ೝ͍ͨ͠ɻ ϩάΠϯը໘ʹඈ͹͞Ε͍ͯͨΒɺ̏ճ·Ͱ ϦτϥΠͯ͠΄͍͠ɻ ࣗ཯తͳ ίϯςΩετऩू ੜ੒"*͸ɺ 8FCαʔϏεΛͲ͏ೝࣝͯ͠ ࣗಈૢ࡞͍ͯ͠Δʁ ͋ͳͨͷ8FCαʔϏε )PHF)PHF"*ͩͱ ͳΜ͔͏·͍͔͘ͳ͍ɻ 'VHB'VHB"*ͩͬͨΒ ͏·͘ಈ͔͘Β͜Ε࢖͓͏͔

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ੜ੒"*ʹΑΔςελϏϦςΟΛղ໌͢Δʂ w #SPXTFS6TF΍1MBZXSJHIU.$1ͷͬ͘͟Γͷಈ͖ʢ಺෦ͷ࢓૊Έʣ Λઆ໌͠·͢ɻ w "*͕೺Ѳ͠΍͍͢αΠτߏ଄͔Ͳ͏͔Λ֬ೝ͢Δํ๏ɺ "*͕೺Ѳͮ͠Β͍αΠτߏ଄ͷࣄྫΛ͍͔ͭ͘঺հ͠·͢ɻ w #SPXTFS6TF΍1MBZXSJHIU.$1ͱಉ༷ͷ࢓૊ΈͰͷࣗಈૢ࡞Λ $BQZCBSBυϥΠόͰ࣮૷ͯ͠Έ·͢ɻ ࠓ೔࿩͢͜ͱ #SPXTFS6TF΍1MBZXSJHIU.$1͕ͳ͘ͳͬͯ΋ɺࠓ೔ͷ಺༰ΛݟΕ͹ 3VCZPO3BJMTͰࣗવݴޠͰςετΛॻ͘࢓૊ΈΛ࡞Ε·͢ʂ

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#SPXTFS6TF ɾ1ZUIPOͷϥΠϒϥϦɻλεΫʢࣗવݴޠʣͱ--.Λࢦఆͯ͠ɺ ɹϒϥ΢βΛࣗಈૢ࡞͠ͳ͕Β໨తʹͨͲΓண͘

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#SPXTFS6TFͷ֓ཁ XXXZBIPPDPKQͰ ϞεόʔΨʔ͕݅ͯ͞͠ ࡞ઓձٞ ࣗಈૢ࡞ ৘ใऩू

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#SPXTFS6TFͷ֓ཁ ࡞ઓձٞ ࣗಈૢ࡞ ৘ใऩू

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#SPXTFS6TFͷ֓ཁ ࡞ઓձٞ ࣗಈૢ࡞ ৘ใऩू ͜͜ͷ෦෼Ͱ͸ɺͲͷΑ͏ͳ ϓϩϯϓτΛ΍ΓऔΓ͍ͯ͠Δ͔ ݟͯΈΔ

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ -BNJOBSͱ͍͏ϥΠϒϥϦͰ τϨʔε͕औΕΔΒ͍͠ɻ

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ :PVBSFBO"*BHFOUEFTJHOFEUPPQFSBUFJOBOJUFSBUJWFMPPQUPBVUPNBUFCSPXTFSUBTLT:PVSVMUJNBUFHPBMJT BDDPNQMJTIJOHUIFUBTLQSPWJEFEJOVTFS@SFRVFTU JOUSP :PVFYDFMBUGPMMPXJOHUBTLT /BWJHBUJOHDPNQMFYXFCTJUFTBOEFYUSBDUJOHQSFDJTFJOGPSNBUJPO "VUPNBUJOHGPSNTVCNJTTJPOTBOEJOUFSBDUJWFXFCBDUJPOT (BUIFSJOHBOETBWJOHJOGPSNBUJPO 6TJOHZPVS fi MFTZTUFNF ff FDUJWFMZUPEFDJEFXIBUUPLFFQJOZPVSDPOUFYU 0QFSBUFF ff FDUJWFMZJOBOBHFOUMPPQ & ff i DJFOUMZQFSGPSNJOHEJWFSTFXFCUBTLT JOUSP MBOHVBHF@TFUUJOHT %FGBVMUXPSLJOHMBOHVBHF&OHMJTI "MXBZTSFTQPOEJOUIFTBNFMBOHVBHFBTUIFVTFSSFRVFTU MBOHVBHF@TFUUJOHT

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ JOQVU "UFWFSZTUFQ ZPVSJOQVUXJMMDPOTJTUPG BHFOU@IJTUPSZ"DISPOPMPHJDBMFWFOUTUSFBNJODMVEJOHZPVSQSFWJPVTBDUJPOTBOEUIFJSSFTVMUT BHFOU@TUBUF$VSSFOUVTFS@SFRVFTU TVNNBSZPG fi MF@TZTUFN UPEP@DPOUFOUT BOETUFQ@JOGP CSPXTFS@TUBUF$VSSFOU63- PQFOUBCT JOUFSBDUJWFFMFNFOUTJOEFYFEGPSBDUJPOT BOEWJTJCMFQBHFDPOUFOU CSPXTFS@WJTJPO4DSFFOTIPUPGUIFCSPXTFSXJUICPVOEJOHCPYFTBSPVOEJOUFSBDUJWFFMFNFOUT SFBE@TUBUF5IJTXJMMCFEJTQMBZFEPOMZJGZPVSQSFWJPVTBDUJPOXBTFYUSBDU@TUSVDUVSFE@EBUBPSSFBE@ fi MF5IJTEB JTPOMZTIPXOJOUIFDVSSFOUTUFQ JOQVU BHFOU@IJTUPSZ "HFOUIJTUPSZXJMMCFHJWFOBTBMJTUPGTUFQJOGPSNBUJPOBTGPMMPXT

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ TUFQ@\TUFQ@OVNCFS^ &WBMVBUJPOPG1SFWJPVT4UFQ"TTFTTNFOUPGMBTUBDUJPO .FNPSZ:PVSNFNPSZPGUIJTTUFQ /FYU(PBM:PVSHPBMGPSUIJTTUFQ "DUJPO3FTVMUT:PVSBDUJPOTBOEUIFJSSFTVMUT TUFQ@\TUFQ@OVNCFS^ BOETZTUFNNFTTBHFTXSBQQFEJOTZTUBH BHFOU@IJTUPSZ VTFS@SFRVFTU 64&33&26&455IJTJTZPVSVMUJNBUFPCKFDUJWFBOEBMXBZTSFNBJOTWJTJCMF 5IJTIBTUIFIJHIFTUQSJPSJUZ.BLFUIFVTFSIBQQZ *GUIFVTFSSFRVFTUJTWFSZTQFDJ fi DUIFODBSFGVMMZGPMMPXFBDITUFQBOEEPOUTLJQPSIBMMVDJOBUFTUFQT *GUIFUBTLJTPQFOFOEFEZPVDBOQMBOZPVSTFMGIPXUPHFUJUEPOF VTFS@SFRVFTU

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ CSPXTFS@TUBUF #SPXTFS4UBUFXJMMCFHJWFOBT $VSSFOU63-63-PGUIFQBHFZPVBSFDVSSFOUMZWJFXJOH 0QFO5BCT0QFOUBCTXJUIUIFJSJOEFYFT *OUFSBDUJWF&MFNFOUT"MMJOUFSBDUJWFFMFNFOUTXJMMCFQSPWJEFEJOGPSNBUBTUZQFUFYUUZQFXIFSF JOEFY/VNFSJDJEFOUJ fi FSGPSJOUFSBDUJPO UZQF)5.-FMFNFOUUZQF CVUUPO JOQVU FUD UFYU&MFNFOUEFTDSJQUJPO &YBNQMFT <>EJW6TFSGPSNEJW aU<>CVUUPOBSJBMBCFM4VCNJUGPSN4VCNJUCVUUPO /PUFUIBU 0OMZFMFNFOUTXJUIOVNFSJDJOEFYFTJO<>BSFJOUFSBDUJWF TUBDLFE JOEFOUBUJPO XJUIaU JTJNQPSUBOUBOENFBOTUIBUUIFFMFNFOUJTB IUNM DIJMEPGUIFFMFNFOUBCPWF XJU MPXFSJOEFY

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ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#SPXTFS6TFͷ಺෦ϓϩϯϓτ *GUIFQBHFDIBOHFTBGUFS GPSFYBNQMF BOJOQVUUFYUBDUJPO BOBMZTFJGZPVOFFEUPJOUFSBDUXJUIOFXFMFNFOUT FH TFMFDUJOHUIFSJHIUPQUJPOGSPNUIFMJTU #ZEFGBVMU POMZFMFNFOUTJOUIFWJTJCMFWJFXQPSUBSFMJTUFE6TFTDSPMMJOHUPPMTJGZPVTVTQFDUSFMFWBOUDPOUFOUJT P ff TDSFFOXIJDIZPVOFFEUPJOUFSBDUXJUI4DSPMM0/-:JGUIFSFBSFNPSFQJYFMTCFMPXPSBCPWFUIFQBHF :PVDBOTDSPMMCZBTQFDJ fi DOVNCFSPGQBHFTVTJOHUIFOVN@QBHFTQBSBNFUFS FH GPSIBMGQBHF GPSUXP QBHFT *GBDBQUDIBBQQFBST BUUFNQUTPMWJOHJUJGQPTTJCMF*GOPU VTFGBMMCBDLTUSBUFHJFT FH BMUFSOBUJWFTJUF CBDLUSBDL *GFYQFDUFEFMFNFOUTBSFNJTTJOH USZSFGSFTIJOH TDSPMMJOH PSOBWJHBUJOHCBDL *GUIFQBHFJTOPUGVMMZMPBEFE VTFUIFXBJUBDUJPO :PVDBODBMMFYUSBDU@TUSVDUVSFE@EBUBPOTQFDJ fi DQBHFTUPHBUIFSTUSVDUVSFETFNBOUJDJOGPSNBUJPOGSPNUIFFOUJSF QBHF JODMVEJOHQBSUTOPUDVSSFOUMZWJTJCMF $BMMFYUSBDU@TUSVDUVSFE@EBUBPOMZJGUIFJOGPSNBUJPOZPVBSFMPPLJOHGPSJTOPUWJTJCMFJOZPVSCSPXTFS@TUBUF PUIFSXJTFBMXBZTKVTUVTFUIFOFFEFEUFYUGSPNUIFCSPXTFS@TUBUF $BMMJOHUIFFYUSBDU@TUSVDUVSFE@EBUBUPPMJTFYQFOTJWF%0/05RVFSZUIFTBNFQBHFXJUIUIFTBNF FYUSBDU@TUSVDUVSFE@EBUBRVFSZNVMUJQMFUJNFT.BLFTVSFUIBUZPVBSFPOUIFQBHFXJUISFMFWBOUJOGPSNBUJPOCBTFE UIFTDSFFOTIPUCFGPSFDBMMJOHUIJTUPPM *GZPV fi MMBOJOQVU fi FMEBOEZPVSBDUJPOTFRVFODFJTJOUFSSVQUFE NPTUPGUFOTPNFUIJOHDIBOHFEFHTVHHFTUJPOT QPQQFEVQVOEFSUIF fi FME

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ *GUIFBDUJPOTFRVFODFXBTJOUFSSVQUFEJOQSFWJPVTTUFQEVFUPQBHFDIBOHFT NBLFTVSFUPDPNQMFUFBOZSFNBJO BDUJPOTUIBUXFSFOPUFYFDVUFE'PSFYBNQMF JGZPVUSJFEUPJOQVUUFYUBOEDMJDLBTFBSDICVUUPOCVUUIFDMJDLXBTO FYFDVUFECFDBVTFUIFQBHFDIBOHFE ZPVTIPVMESFUSZUIFDMJDLBDUJPOJOZPVSOFYUTUFQ *GUIFVTFS@SFRVFTUJODMVEFTTQFDJ fi DQBHFJOGPSNBUJPOTVDIBTQSPEVDUUZQF SBUJOH QSJDF MPDBUJPO FUD USZUP BQQMZ fi MUFSTUPCFNPSFF ff i DJFOU 5IFVTFS@SFRVFTUJTUIFVMUJNBUFHPBM*GUIFVTFSTQFDJ fi FTFYQMJDJUTUFQT UIFZIBWFBMXBZTUIFIJHIFTUQSJPSJUZ *GZPVJOQVU@UFYUJOUPB fi FME ZPVNJHIUOFFEUPQSFTTFOUFS DMJDLUIFTFBSDICVUUPO PSTFMFDUGSPNESPQEPXOGPS DPNQMFUJPO %POUMPHJOJOUPBQBHFJGZPVEPOUIBWFUP%POUMPHJOJGZPVEPOUIBWFUIFDSFEFOUJBMT 5IFSFBSFUZQFTPGUBTLTBMXBZT fi STUUIJOLXIJDIUZQFPGSFRVFTUZPVBSFEFBMJOHXJUI 7FSZTQFDJ fi DTUFQCZTUFQJOTUSVDUJPOT 'PMMPXUIFNBTWFSZQSFDJTFBOEEPOUTLJQTUFQT5SZUPDPNQMFUFFWFSZUIJOHBTSFRVFTUFE 0QFOFOEFEUBTLT1MBOZPVSTFMG CFDSFBUJWFJOBDIJFWJOHUIFN *GZPVHFUTUVDLFHXJUIMPHJOTPSDBQUDIBJOPQFOFOEFEUBTLTZPVDBOSFFWBMVBUFUIFUBTLBOEUSZBMUFSOBUJWF XBZT FHTPNFUJNFTBDDJEFOUBMMZMPHJOQPQTVQ FWFOUIPVHIUIFSFTPNFQBSUPGUIFQBHFJTBDDFTTJCMFPSZPVHFU TPNFJOGPSNBUJPOWJBXFCTFBSDI *GZPVSFBDIB1%'WJFXFS UIF fi MFJTBVUPNBUJDBMMZEPXOMPBEFEBOEZPVDBOTFFJUTQBUIJOBWBJMBCMF@ fi MF@QBUIT: ʢ·ͩ·ͩଓ͘ʜʣ

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ ʜΊͬͪΌ௕͍

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ ɾϢʔβ༷ͷ͓໾ʹཱͪͳ͍͞ɻ ɾ8FCΛࣗ཯తʹ८ճͯ͠ɺ৘ใऩू͠ͳ͍͞ ɾݱࡏͷ63- εΫϦʔϯγϣοτ ͳͲͷݱঢ়Λ෼ੳͯ͠ ɹ࣍ʹΞΫγϣϯ͢΂͖͜ͱΛܾΊΔͷ͕͋ͳͨͷ࢓ࣄ ɾར༻ՄೳͳπʔϧΞΫγϣϯ͸͜Εͱ͜Εͱ͜Εͱʜ ɾࢦఆͨ͠ϑΥʔϚοτͷ+40/Ͱฦ͢ɻͦΕҎ֎͸Կ΋͠Ό΂Δͳɻ ɾࡶʹ·ͱΊΔͱɺॳճͷϓϩϯϓτͷ಺༰͸͜Μͳ͔Μ͡ɻ

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ \ UIJOLJOH5IFVTFSSFRVFTUJTUPTFBSDIGPSaϞεόʔΨʔaPOCPUI:BIPP+BQBOBOE3BLVUFO*DIJCB TVNNBSJ[FUIFUPQ SFTVMUTGSPNFBDI BOEPVUQVUUIFNJOB.BSLEPXOUBCMF4JODFUIJTJTBNVMUJTUFQUBTL *TIPVMEDSFBUFBUPEPNE fi MFUPUSB QSPHSFTT$VSSFOUMZ UIFCSPXTFSJTPOBCPVUCMBOLBOEOPUIJOHJTMPBEFE.Z fi STUHPBMJTUPOBWJHBUFUP:BIPP+BQBO IUUQT XXXZBIPPDPKQ UPCFHJOUIFTFBSDIQSPDFTT FWBMVBUJPO@QSFWJPVT@HPBM/PQSFWJPVTBDUJPOUBLFOZFUJOJUJBMJ[BUJPOPOMZ NFNPSZ5BTLKVTUTUBSUFE/FFEUPWJTJU:BIPP+BQBOBOE3BLVUFO*DIJCB QFSGPSNTFBSDIFT TVNNBSJ[FSFTVMUT BOE PVUQVUJO.BSLEPXOUBCMF OFYU@HPBM/BWJHBUFUP:BIPP+BQBOIPNFQBHFUPTUBSUUIFTFBSDIGPSϞεόʔΨʔ BDUJPO< \ HP@UP@VSM\ VSMIUUQTXXXZBIPPDPKQ OFX@UBCGBMTF ^ ^

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#SPXTFS6TFͷ಺෦ϓϩϯϓτ ͖ͬ͞ͷϝοηʔδ ׬ྃͨ͠ࢫΛੜ੒"*ʹฦ͍ͯ͠Δ ϒϥ΢βΛࣗಈૢ࡞ͯͦ͠͏

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#SPXTFS6TFͷϒϥ΢βૢ࡞ ࡞ઓձٞ ࣗಈૢ࡞ ৘ใऩू ɾ७ਮͳ$%1 %FW5PPMT1SPUPDPM ʹΑΔ ɹϒϥ΢βࣗಈૢ࡞ ʢͪͳΈʹॳظͷόʔδϣϯͰ͸1MBZXSJHIUΛ࢖͍ͬͯͨʣ \ HP@UP@VSM\ VSMIUUQTXXXZBIPPDPKQ OFX@UBCGBMTF ^

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#SPXTFS6TFͷϒϥ΢βૢ࡞ &MFNFOUTZPVDBOJOUFSBDUXJUIJOTJEFUIFWJFXQPSU <4UBSUPGQBHF> ϫϯΫϦοΫͰ :BIPP+"1"/Λ։͘ʹ͸ <>B ࠓ͙͢ઃఆ͢Δ <>EJW <>B ด͡Δ <>B ϗʔϜϖʔδʹઃఆ͢Δ <>B :BIPP## <>B ͖ͬͣ൛ <>B ΞϓϦ൛ ɾΞΫγϣϯՄೳͳ ɹ%0.ཁૉҰཡ ΞΫγϣϯՄೳͳ%0.ཁૉ ͷҐஔΛϝογϡͰ͔Ϳͤͨ εΫϦʔϯγϣοτ

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#SPXTFS6TFͷϒϥ΢βૢ࡞ BDUJPO< \ JOQVU@UFYU\ JOEFY UFYUϞεόʔΨʔ DMFBS@FYJTUJOHUSVF ^ ^ \ DMJDL@FMFNFOU@CZ@JOEFY\ JOEFY XIJMF@IPMEJOH@DUSMOVMM ^ ^ > ^ <> <> ϞεόʔΨʔc

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#SPXTFS6TFͷϖʔδ೺Ѳ ɾԡͤΔ৔ॴͷީิ͸ͲͷΑ͏ʹऔಘ͍ͯ͠Δͷ͔ʁ &MFNFOUTZPVDBOJOUFSBDUXJUIJOTJEFUIFWJFXQPSU <4UBSUPGQBHF> ϫϯΫϦοΫͰ :BIPP+"1"/Λ։͘ʹ͸ <>B ࠓ͙͢ઃఆ͢Δ <>EJW <>B ด͡Δ

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#SPXTFS6TFͷϖʔδ೺Ѳ ɾzTFBSDIz͕Ϋϥε໊ͳͲʹೖ͍ͬͯΔཁૉ͸ૂ͍ܸͪ IUUQTHJUIVCDPNCSPXTFSVTFCSPXTFSVTFCMPCCSPXTFS@VTFEPNTFSJBMJ[FSDMJDLBCMF@FMFNFOUTQZ

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#SPXTFS6TFͷϖʔδ೺Ѳ ɾ"9/PEFΛ΋ͱʹΫϦοΫͰ͖ͦ͏จࣈೖྗͰ͖ͦ͏ͳཁૉΛநग़ IUUQTHJUIVCDPNCSPXTFSVTFCSPXTFSVTFCMPCCSPXTFS@VTFEPNTFSJBMJ[FSDMJDLBCMF@FMFNFOUTQZ

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#SPXTFS6TFͷͬ͘͟Γ֓ཁ XXXZBIPPDPKQͰ ϞεόʔΨʔ͕݅ͯ͞͠ ࡞ઓձٞ ࣗಈૢ࡞ ৘ใऩू ݕࡧΆ͍ཁૉͱɺΞΫηγϏϦςΟπϦʔ͔Β ʮԡͤͦ͏ʯʮೖྗͰ͖ͦ͏ʯͳ%0.ཁૉΛ ΨΠυͱͯ͠දࣔ ݱঢ়εςʔλεɾཤྺΛΠϯϓοτͯ͠ ࣍ԿΛ͢Δ͔ɺฦͤ͞Δ

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1MBZXSJHIU.$1 ɾ$MBVEF΍(JU)VC$PQJMPUνϟοτͷػೳ֦ுͷϓϩτίϧͰ͋Δ ɹ.$1ʢ.PEFM$POUFYU1SPUPDPMʣͰ1MBZXSJHIUΛ࢖ͬͯϒϥ΢βΛૢ࡞

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1MBZXSJHIU.$1ͷ֓ཁ XXXZBIPPDPKQͰ ϞεόʔΨʔ͕݅ͯ͞͠ ৘ใऩू ϒϥ΢βૢ࡞ 1MBZXSJHIU.$1 1MBZXSJHIU ͜͜ͷ෦෼͸ɺ۩ମతʹԿΛ ΍ΓऔΓ͍ͯ͠Δ͔ݟͯΈΔ

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1MBZXSJHIU.$1ͷಈ࡞ղੳ .$1*OTQFDUPSͰ"*ͷ;ΓΛͯ͠ ૢ࡞͕Ͱ͖ΔΒ͍͠

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1MBZXSJHIU.$1ͷಈ࡞ղੳ OQY!NPEFMDPOUFYUQSPUPDPMJOTQFDUPSOQY!QMBZXSJHIUNDQ!MBUFTU

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1MBZXSJHIU.$1ͷಈ࡞ղੳ \ CSPXTFS@OBWJHBUF VSMIUUQXXXZBIPPDPKQ ^ .$1αʔόʔ QMBZXSJHIUDISPNJVNMBVODI QBHFCSPXTFSOFX1BHF QBHFHPUP bIUUQTXXXZBIPPDPKQ 1MBZXSJHIU.$1 .$1ͰϦϞʔτͷϝιουݺͼग़͠ ࣮ߦ݁Ռ

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1MBZXSJHIU.$1ͷϒϥ΢βૢ࡞ ϞεόʔΨʔc ɾཁૉͷΫϦοΫ΍จࣈೖྗ͸ʁ

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1MBZXSJHIU.$1ͷϒϥ΢βૢ࡞ ɾཁૉͷΫϦοΫ΍จࣈೖྗ͸ʁ SFGΛख͕͔Γʹ ϒϥ΢βૢ࡞ ϞεόʔΨʔc SFG SFG CSPXTFS@UZQF FMFNFOUTFBSDICPY SFGF UFYUϞεόʔΨʔ CSPXTFS@UZQF CSPXTFS@DMJDL

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1MBZXSJHIU.$1ͷϖʔδ೺Ѳ ɾQBHFTOBQTIPUͱ΍ΒΛ࢖ͬͯϖʔδߏ଄Λ೺Ѳ͍ͯ͠Δ 1BHF5JUMFʮϞεόʔΨʔʯͷݕࡧ݁Ռ:BIPPݕࡧ 1BHF4OBQTIPU AAAZBNM HFOFSJD HFOFSJD CBOOFS HFOFSJD CVUUPOϝΠϯίϯςϯπ΁εΩοϓ HFOFSJDϝΠϯίϯςϯπ΁εΩοϓ HFOFSJD MJOL:BIPP+"1"/ VSMIUUQTXXXZBIPPDPKQ IFBEJOH:BIPP+"1"/ JNH

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1MBZXSJHIU.$1ͷϖʔδ೺Ѳ ɾQBHFTOBQTIPUͷ࣮ମ͸"3*" ΞΫηγϏϦςΟ /PEF

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1MBZXSJHIU.$1ͷϖʔδ೺Ѳ ɾ"9/PEFΛ૸ࠪͯ͠ɺΠϯλϥΫγϣϯՄೳͳཁૉʹSFGΛ͚ͭΔ

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1MBZXSJHIU.$1ͷͬ͘͟Γ֓ཁ XXXZBIPPDPKQͰ ϞεόʔΨʔ͕݅ͯ͞͠ ৘ใऩू ϒϥ΢βૢ࡞ 1MBZXSJHIU.$1 1MBZXSJHIU 1MBZXSJHIUͷૢ࡞ܥΛ .$1αʔόʔͱ࣮ͯ͠૷ .$1αʔόʔ

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1MBZXSJHIU.$1ͷͬ͘͟Γ֓ཁ XXXZBIPPDPKQͰ ϞεόʔΨʔ͕݅ͯ͞͠ ৘ใऩू ϒϥ΢βૢ࡞ 1MBZXSJHIU.$1 1MBZXSJHIU ΞΫηγϏϦςΟπϦʔΛϕʔεʹ ϖʔδΛ೺Ѳͯ͠΋Β͏ɻ .$1αʔόʔ 1BHF5JUMFʮϞεόʔΨʔʯͷݕࡧ݁Ռ:BIPPݕࡧ 1BHF4OBQTIPU AAAZBNM HFOFSJD HFOFSJD CBOOFS HFOFSJD CVUUPOϝΠϯίϯςϯπ΁εΩοϓ HFOFSJDϝΠϯίϯςϯπ΁εΩοϓ HFOFSJD MJOL:BIPP+"1"/ VSMIUUQTXXXZBIPPDPKQ IFBEJOH:BIPP+"1"/ JNH

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ϖʔδߏ଄೺ѲͷͨΊͷ"95SFF ݕࡧΆ͍ཁૉͱɺΞΫηγϏϦςΟπϦʔ͔Β ʮԡͤͦ͏ʯʮೖྗͰ͖ͦ͏ʯͳ%0.ཁૉΛ ΨΠυͱͯ͠දࣔ 1BHF5JUMFʮϞεόʔΨʔʯͷݕࡧ݁Ռ:BIPPݕࡧ 1BHF4OBQTIPU AAAZBNM HFOFSJD HFOFSJD CBOOFS HFOFSJD CVUUPOϝΠϯίϯςϯπ΁εΩοϓ HFOFSJDϝΠϯίϯςϯπ΁εΩοϓ HFOFSJD MJOL:BIPP+"1"/ ΞΫηγϏϦςΟπϦʔΛϕʔεʹ ϖʔδΛ೺Ѳɻ࣍ΞΫγϣϯΛܾΊΔ ੜ੒"*ʹΑΔ೺Ѳͷ͠΍͢͞㲈ΞΫηγϏϦςΟπϦʔͷ໌շ͞

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%FCVH"95SFF IUUQTEFWFMPQFSDISPNFDPNCMPHGVMMBDDFTTJCJMJUZUSFF

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%FCVH"95SFF

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ʮΑ͠ɺΞΫηγϏϦςΟ࠷ߴͷϖʔδΛ࡞ͬͯ΍Ζ͏ʂʯ ɾɾɾͲ͏΍ͬͯʁ

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ʮΞΫηγϏϦςΟͷվળʯ͸೉͍͠ IUUQTEFWFMPQFSNP[JMMBPSHKBEPDT8FC"DDFTTJCJMJUZ"3*"

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ʮੜ੒"*͕೺Ѳͮ͠Β͍ϖʔδʯͱ͸ ɾ$IBU(15͕Α͘஌͍ͬͯΔ

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ಠ࣮ࣗ૷ͨ͠ΞίʔσΟΦϯ

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ಠ࣮ࣗ૷ͨ͠ΞίʔσΟΦϯ UFYUΑ͘ݟ͔͚Δ$44POMZΞίʔσΟΦϯͰ͢ɻݟ ͨ໨͸ඒ͘͠ಈ࡞͠·͕͢ɺΞΫηγϏϦςΟͷ؍఺ Ͱଟ͘ͷ໰୊͕͋Γ·͢ɻΑ͋͘Δ࣭໰αʔϏε ͷར༻ྉۚʹ͍ͭͯ˝جຊϓϥϯ͸ֹ݄ ԁ͔ Β͝ར༻͍͚ͨͩ·͢ɻϓϨϛΞϜϓϥϯͰ͸௥Ճػ ೳΛ͝ར༻͍͚ͨͩ·͢ɻৄࡉͳྉۚମܥʹ͍ͭͯ ͸ɺྉۚϖʔδΛ֬͝ೝ͍ͩ͘͞ɻΑ͋͘Δ࣭໰ ΞΧ΢ϯτͷ࡞੒ํ๏˝τοϓϖʔδͷʮ৽نొ࿥ʯ Ϙλϯ͔ΒΞΧ΢ϯτΛ࡞੒Ͱ͖·͢ɻϝʔϧΞυϨ εͱύεϫʔυΛ͝ೖྗ͍͖ͨͩɺ֬ೝϝʔϧΛ͓ૹ Γ͠·͢ɻΑ͋͘Δ࣭໰σʔλͷ҆શੑʹͭ

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ಠ࣮ࣗ૷ͨ͠υϩοϓμ΢ϯϦετ

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ϗόʔ͚࣌ͩग़ݱ͢Δਧ͖ग़͠

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ϗόʔ͚࣌ͩग़ݱ͢Δਧ͖ग़͠

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ΞΠίϯϑΥϯτ͚ͩͷϘλϯ

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ΞΠίϯϑΥϯτ͚ͩͷϘλϯ

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ʮੜ੒"*͕೺Ѳͮ͠Β͍ϖʔδʯͱ͸ ɾ$IBU(15͕Α͘஌͍ͬͯΔ ΄ΜͷҰྫͰͨ͠ɻ ɾಠ࣮ࣗ૷ͷΞίʔσΟΦϯ ɾಠ࣮ࣗ૷ͷυϩοϓμ΢ϯ ɾϗόʔ࣌ʹ͚ͩग़ݱ͢Δਧ͖ग़͠ ɾΞΠίϯϑΥϯτ͚ͩͷϘλϯ

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3VCZ3BJMTͰ࢖͑Δ࢓૊Έ͕ແ͍ #SPXTFS6TF 1MBZXSJHIU.$1 ɾࣗવݴޠͰϒϥ΢βΛ͙Γ͙Γͱಈ͔ͤΔϥΠϒϥϦ 1ZUIPO੡ͷ"HFOU͕ ੜ੒"*"1*ͱ$%1ͱ΍ΓͱΓ /PEFKTϕʔεͷ࣮૷ɻ 3VCZ3BJMTͰಉ͜͡ͱ΍Δʹ͸ ׬શͳ࠶࣮૷͕ඞཁ 3VCZ3BJMT͔Β࢖͏ʹ͸ɺ $BQZCBSB͕.$1ΫϥΠΞϯτͱ ੜ੒"*"1*ͱ΍ΓͱΓ͢Δʁ ݱ࣮తͰ͸ͳ͍

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࠶ܝ ,BJHJPO3BJMTͰͷൃද ͜ΕΛɺΞΫηγϏϦςΟπϦʔͰਫ਼౓Ξοϓ Ͱ͖Ε͹3BJMT͔Β؆୯ʹ࢖͑ΔͷͰ͸ʁ ࣗવݴޠͰςετΛॻ͍ͨΒɺࣗ཯తʹಈ͘$BQZCBSBυϥΠό

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εΫϦʔϯγϣοτͰ͸ਫ਼౓͕ग़ͳ͍ ɾը໘ΛΈͯɺϘλϯͷҐஔΛಛఆ͢Δͷ͕ݱঢ়ͷੜ੒"*Ͱ͸Ͱ͖ͳ͍ ɾࡢ೥ͷൃද࣌͸EPDVNFOURVFSZ4FMFDUPS %0.πϦʔ Λ ɹੜ੒"*ʹࣗ཯తʹ࢖ΘͤͯɺΫϦοΫҐஔΛਪఆ͍ͤͯͨ͞ɻ

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վળϙΠϯτ"3*"TOBQTIPUͷಋೖ ϒϥ΢βը໘ ࣍ͷΞΫγϣϯ &NBJMʜ 1BTTΛೖྗ ੜ੒ "* 3VCZίʔυ εΫϦʔϯ γϣοτ ݱࡏͷ63- $BQZCBSB ϒϥ΢β ૢ࡞ "3*" 4OBQTIPU "3*"SFG ϕʔεͰͷૢ࡞ ESJWFSDBQUVSF@TDSFFOTIPUͱಉ༷ʹ ESJWFSBSJB@TOBQTIPUΛར༻Մೳʹɻ ESJWFSFYFDVUF@TDSJQU@XJUI@SFG F FMFMGPDVT z ͷΑ͏ʹ"3*"SFGࢦఆͰεΫϦϓτΛ࣮ߦՄೳʹɻ

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"3*"TOBQTIPUPO3BJMT w DBQZCBSBQMBZXSJHIUESJWFSܦ༝ͳΒɺ࣮͸͢Ͱʹ࢖͑Δɻ w Ͱ΋1MBZXSJHIUґଘɻ w $BQZCBSBυϥΠόΛ1MBZXSJHIUʹࢦఆͯ͠͠·͏ͱɺ ࣗવݴޠͰςετ͢Δ$BQZCBSBυϥΠό͸࢖͑ͳ͍ɻ

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"3*"TOBQTIPUPO3BJMT ɾ1MBZXSJHIUͷਅࣅΛ͢Δʂ QBHFTOBQTIPU'PS"* $%13VOUJNFFWBMVBUF BSJB4OBQTIPU $%13VOUJNFFWBMVBUF

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"3*"TOBQTIPUPO3BJMT ɾ1MBZXSJHIUͷਅࣅΛ͢Δʂ BSJB@TOBQTIPU FYFDVUF@TSJQU BSJB4OBQTIPU FYFDVUF@TSJQU ࣗવݴޠ $BQZCBSB υϥΠό

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"3*"TOBQTIPUPO3BJMT Λ஫ೖ 1MBZXSJHIU ༝དྷͷ BSJB4OBQTIPU ؔ਺ݺग़ SFGΛSFTPMWF4FMFDUPSͯ͠ ಘΒΕͨ%0.ཁૉʹରͯ͠+4࣮ߦ

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ࣗવݴޠ$BQZCBSBυϥΠό ɾ,BJHJPO3BJMTͰ঺հͨ͠$BQZCBSBυϥΠόΛϕʔεʹ ɾΞΫηγϏϦςΟπϦʔʹΑΔϖʔδ೺ѲɾΞΫγϣϯΛՄೳʹ͢Δ͜ͱͰ ɹεΫϦʔϯγϣοτ%0.Ͱͷϖʔδ೺Ѳʹൺ΂ͯॲཧ଎౓΋ਫ਼౓΋޲্ɻ

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ࣗવݴޠͰςετʜ ࣮ࡍͷͱ͜Ζॻ͔ͳ͘Ͷʁ

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࠶ܝ ੜ੒"*ʹΑΔςετࣗಈԽ ɾਓ͕ؒ$ISPNFΠϯεϖΫλΛۦ࢖ͯ͠ϒϥ΢βࣗಈςετΛ࡞Δ ɹ࣌୅͸ऴΘΓ͕ݟ͖͑ͯͨ ࣗવݴޠ ʮϩάΠϯը໘ʯͰ͸ &NBJMZVTVLFJXBLJ!FYʜ 1BTT)PHF)PHF ΛೖΕͯϩάΠϯ͢Δɻ μογϡϘʔυʹભҠͰ͖͍ͯͨΒɺ %FWJDFTλϒΛ։͍ͯ 'VMMZ.BOBHFEσόΠεͷ*.&*͕ ৄࡉը໘ʹग़͍ͯΔ͜ͱΛ֬ೝ͍ͨ͠ɻ ϩάΠϯը໘ʹඈ͹͞Ε͍ͯͨΒɺ̏ճ·Ͱ ϦτϥΠͯ͠΄͍͠ɻ ࣗવݴޠͰॻ͔ΕͨܭըΛ΋ͱʹ ϒϥ΢βܦ༝ͰαΠτΛݟΔɾಈ͔͢ ࣗಈςετ༻ͷࣗಈૢ࡞εΫϦϓτ Λੜ੒ࣗಈम෮͢Δ &&ςετεΫϦϓτ ࣗ཯తͳ ίϯςΩετऩू

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ੜ੒"*ʹΑΔςετࣗಈԽ ɾਓ͕ؒ$ISPNFΠϯεϖΫλΛۦ࢖ͯ͠ϒϥ΢βࣗಈςετΛ࡞Δ ɹ࣌୅͸ऴΘΓ͕ݟ͖͑ͯͨ ࣗવݴޠͰॻ͔ΕͨܭըΛ΋ͱʹ ࣗಈςετΛϝϯςφϯε͢Δػೳ 1MBZXSJHIUʹ͸͢ͰʹϚʔδࡁΈʂ

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কདྷతʹ͸ɺςετࣗಈԽͷࣗಈԽ ɾਓ͕ؒ$ISPNFΠϯεϖΫλΛۦ࢖ͯ͠ϒϥ΢βࣗಈςετΛ࡞Δ ɹ࣌୅͸ऴΘΒͤΑ͏ʂ ࣗવݴޠ ʮϩάΠϯը໘ʯͰ͸ &NBJMZVTVLFJXBLJ!FYʜ 1BTT)PHF)PHF ΛೖΕͯϩάΠϯ͢Δɻ 8FC%SJWFS #J%J ݱঢ়ϥϯλΠϜͰ"*ʹฉ͍ͯϒϥ΢βૢ࡞ ɹˠ஗͗͢Δɻίετ͔͔Δɻ ࣗવݴޠ ʮϩάΠϯը໘ʯͰ͸ &NBJMZVTVLFJXBLJ!FYʜ 1BTT)PHF)PHF ΛೖΕͯϩάΠϯ͢Δɻ 8FC%SJWFS #J%J 8FC%SJWFS #J%J ։ൃ࣌ɿ"*ʹฉ͍ͯςετίʔυੜ੒ϝϯς ϥϯλΠϜɿੜ੒ࡁΈͷίʔυΛ࣮ߦ͢Δ͚ͩ

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·ͱΊ ɾ͜͜೥Ͱొ৔ͨ͠ɺࣗવݴޠͰϒϥ΢βΛૢ࡞͢Δٕज़Λղઆɻ ɾੜ੒"*͕αΠτͷߏ଄Λ೺Ѳ͢Δͷʹ͸ʮΞΫηγϏϦςΟʯ͕େࣄ ɹɹɾ೉͍͠ͷͰ$IBU(15ʹฉ͍ͨ ɹɹɾΞϯνύλʔϯΛ͍͔ͭ͘঺հ͠ɺ ɹɹɹͦΕͧΕ͕ੜ੒"*ʹ͸Ͳ͏ݟ͍͑ͯΔ͔Λղઆ ɾΞΫηγϏϦςΟπϦʔΛख͕͔Γʹࣗಈૢ࡞͢Δ$BQZCBSBυϥΠό ɹɹɾεΫϦʔϯγϣοτΛख͕͔Γʹ͢ΔΑΓ΋ߴ଎Ͱߴਫ਼౓

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠