可視化がやりたくてMIERUNEに転職した話〜“思考のための道具”とコンピューターによる新たな表現〜 / MIERUNE JCT - Tokyo 2024

by Sorami Hisamoto

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ՄࢹԽ͕΍Γͨͯ͘ .*&36/& ʹస৬ͨ͠࿩ !TPSBNJ .*&36/&+$55PLZP lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ

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.*&36/&+$55PLZP

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ʰݱ৔ͷϓϩ͕Θ͔Γ΍͘͢ڭ͑ΔҐஔ৘ใΤϯδχΞཆ੒ߨ࠲ʱ Ҫޱ૗େ ल࿨γεςϜ ʰݱ৔ͷϓϩ͕Θ͔Γ΍͘͢ڭ͑ΔҐஔ৘ใσϕϩούʔཆ੒ߨ࠲ʱ Ҫޱ૗େ ल࿨γεςϜ

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ʰϙέοτϞϯελʔ੺ɾ྘ʱ೚ఱಊ

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ʰϙέοτϞϯελʔ੺ɾ྘ʱ೚ఱಊ ͳʹ͕໘ന͍ͷ͔ʁ

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ʰϙέοτϞϯελʔ੺ɾ྘ʱ೚ఱಊ ՄࢹԽ 7JTVBMJ[BUJPO

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ՄࢹԽ͕΍Γͨͯ͘ .*&36/& ʹస৬ͨ͠࿩ !TPSBNJ .*&36/&+$55PLZP lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ

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@sorami ٱຊۭւͻ͞΋ͱͦΒΈ +$5΁͓ӽ͠ͷօ͞Μɺ͜Μ͹Μ͸ʂ ๏ ιϑτ΢ΣΞɾΤϯδχΞ ๏ Ґஔ৘ใՄࢹԽूஂʮ.*&36/&ʯॴଐ

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๺ւಓ͔Βདྷ·ͨ͠ʂ ʢࣸਅ͸ࠓேͷ༷ࢠʣ

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झຯͷࣗసंʹ৐ͬͨΓͯ͠·͢ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ

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झຯͷࣗసंʹ৐ͬͨΓ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN

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झຯͷࣗసंʹ৐ͬͨΓ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN ͜Ε΋ Ґஔ৘ใʂ

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๏ ೥य़౦ژ͔Βࡳຈ΁Ҿͬӽ͠ ๏ ೥Նࡳຈ͔Β౦઒ொ΁Ҿͬӽ͠

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౦઒ொ ࡳຈ

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ொ಺ʹɺ ๺ւಓ࠷ߴๆͷѴַN͕͋Δ

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աڈʹ͸ɺ ࠃ಺֤ॴʢେࡕɾ౦ژɾಸྑɾಙౡɾ௕໺ʣ΍ɺ ࠃ֎ʢΞΠϧϥϯυɾΠΪϦεɾΞϝϦΧɾγϯΨϙʔϧɾதࠃʣ ͳͲͰ฻Βͯ͠·ͨ͠ ͦͷܦݧ΋͋ͬͯʮݴޠʯʹڵຯΛ๊͘

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΋ͱ΋ͱɺࣗવݴޠॲཧΛ΍͍ͬͯ·ͨ͠ ࣗવݴޠॲཧ /-1 /BUVSBM-BOHVBHF1SPDFTTJOH ίϯϐϡʔλʔͰʮਓؒͷ͜ͱ͹ʯΛѻ͏ٕज़ ۙ೥͸େن໛ݴޠϞσϧʢ--.ʣͷൃల͕໨֮·͍͠

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044ܗଶૉղੳث4VEBDIJ ϫʔΫεಙౡਓ޻஌ೳ/-1ݚڀॴ IUUQT[FOOEFWTPSBNJBSUJDMFTDBGEGCEDG ຽࣄ൑ܾΦʔϓϯσʔλ -FHBMTDBQF ຋༁ϞσϧͷϓϥΠόγʔ +PIOT)PQLJOT6OJWFSTJUZ IUUQTOPUFDPNMFHBMTDBQFOOGEFBB )JTBNPUPFUBM 5"$-

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ݴޠ ஍ਤ ՄࢹԽ

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ݴޠ ஍ਤ ՄࢹԽ ʁʁʁ

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IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ

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IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ࣙయΛ௨ಡͨ͠ਓʹ ʮࣙయΛ௨ಡͯ͠Կ͕໘ന͍ͷʁʯ͔ɺฉ͘ ੢ଜ·͞Ώ͖ σΠϦʔϙʔλϧ;

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IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ਫ໺ɿ͋ͱɺࣙయ͕޷͖ͳਓ͸ɺ ɹɹɹՋͳ࣌ʹάʔά ϧϚοϓݟΔઆɻ ੢ଜɿݟ·͢Ͷʂ Ҵ઒ɿ࣮͸ɺ஍ਤ΋ ɹɹʮݱ࣮ͷ΋ͷΛͳΔ͚ͩਖ਼֬ʹॻ͖ࣸͯ͠ɺ ͲͷΑ͏ʹ·ͱΊͯදݱ͢Δͷ͔ʯ ͱ͍͏ͱ͜Ζ͸ɺ ࣙయͱڞ௨͢Δͱ͜Ζ͕͋ΔΜͰ͢ΑͶɻ

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஍ਤͷྺ࢙͸ݹ͍ɻ ਓྨͷ࠷΋وॏͳจԽҨ࢈Ͱ͋ΔจࣈΑΓ΋ ݹ͍ͱ͍ΘΕΔɻ “ ” ৫ా෢༤ʰ஍ਤͷྺ࢙ੈքฤɾ೔ຊฤʱ Q ߨஊֶࣾज़จݿ

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;ͱͨ͠ۮવ͔Βɺະ஌ͷ౔஍ʹ֨޷ͷྌ৔Λൃݟͨ͠ ଠݹͷङྌຽ͸ɺޙͷࢠଙʹ఻͑ΔͨΊʹɺ ͦͷ৔ॴΛؠ൘ʹهͨ͜͠ͱ΋͋ͬͨͰ͋Ζ͏ɻ ͦͷؠ൘ʹ͸ɺ࣍ʑͱ৽͍͠౔஍͕ࠁ·Εɺ΍͕ͯͦΕ͸ɺ ͔ΕΒͷੈք؍Λ೗࣮ʹࣔ͢஍ਤͱͳ͍ͬͯ͘ɻ “ ” ৫ా෢༤ʰ஍ਤͷྺ࢙ੈքฤɾ೔ຊฤʱ Q ߨஊֶࣾज़จݿ

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ʰσʔλࢹ֮Խͷਓྨ࢙ʱ ϑϨϯυϦʔˍ΢ΣΠφʔʢ൧ౢوࢠ༁ʣ ੨౔ࣾ

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ྺ࢙Λ௨ͯ͡ɺਓʑͷߟ͑΍ݱ৅͸ ࡾͭͷܗଶͰදݱ͞Ε͖ͯͨɻ ͢ͳΘͪɺݴ༿ɺ਺ࣈɺͦͯ͠ਤ৅Ͱ͋Δɻ “ ” ਤग़య1SPGTBYY8JLJNFEJB ϥείʔಎ۸ͷนըʢສ೥લͱਪఆʣ Q

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࣌୅Λ͞ΒʹਐΊΔͱɺࢹ֮Խͷ࣍ͷൃలظ͸ɺ ࠓͰ͸ਤදͱ͔ॳظͷ஍ਤͱݺ͹Ε͍ͯΔ΋ͷ ֆͰදݱ͞Ε͍ͯͳ͕Β΋ந৅తͳ৘ใΛද͍ͯ͠Δ Ͱىͬͨ͜ɻ ਤग़య#JCJ4BJOU1BVM8JLJNFEJB ΞφΫγϚϯυϩεʹΑΔੈք஍ਤʢلݩલ೥୅ࠒʣ Q “

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๏ ʮݴޠʯ΋ʮ஍ਤʯ΋ɺࢥߟͷͨΊͷಓ۩ ๏ ਓؒͷೝ஌͸ɺͦͷਓମߏ଄ʹ੍໿͞ΕΔ ๏ ͦΕͰ΋ɺಓ۩΍֓೦Ͱɺ ͜Ε·Ͱߟ͑ΒΕͳ͔ͬͨ͜ͱΛࢥߟͰ͖Δ

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IUUQTLBJXBJDIBUFQJTPEF IUUQTLBJXBJDIBUFQJTPEF ʰք۾DIBUʱͱ͍͏ ϙουΩϟετͰ΋ ͜ͷ͋ͨΓΛ͓஻Γ͠·ͨ͠

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೥͝Ζ /-1Λ΍Γͳ͕ΒɺझຯͰՄࢹԽ "NFMJB8BUUFOCFSHFSʠ'VMMTUBDL%BOE%BUB7JTVBMJ[BUJPOʡΛֶΜͰ͍ͨ࣌ͷश࡞

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͢Δͱࣗͣͱɺ஍ਤ΁΋ڵຯΛ๊͘

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δϣϯɾεϊ΢ͷίϨϥ஍ਤ೥ FOXJLJQFEJBPSHXJLJ'JMF4OPXDIPMFSBNBQKQH QVCMJDEPNBJO σʔλՄࢹԽͷઌۦ͚ ๏ ੈلϩϯυϯͷίϨϥେൃੜ ๏ ౰࣌ͷՊֶ஌ࣝͰ͸఻છϝΧχζϜෆ໌ ๏ ҩࢣεϊ΢͸ɺױऀ୐Λ஍ਤ্΁ࣔ͠ɺ ʮ͋ΔҪށͷपғʹײછऀ͕ଟ͍ʯ ͱͷ૬ؔΛൃݟ

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˞ݱࡏ͸׆ಈٳࢭ IUUQTEBUBWJ[NBOBCJCBWJTVBMJ[JOHKQ ͱ͋ΔΦϯϥΠϯͷίϛϡχςΟʹೖͬͨ

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ͦͷίϛϡχςΟͰ ݹ઒ହਓ!:GVSV .*&36/&ڞಉ૑ۀऀ ๺ւಓͰɺ .*&36/&͍ͬͯ͏ Ґஔ৘ใͱՄࢹԽͷձࣾΛ ΍ͬͯ·͢

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IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձͰൃදͯ͠ΈΑ͏

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IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձͰൃදͯ͠ΈΑ͏ ͦΕ͕ԑͰ .*&36/&ೖࣾɺ๺ւಓ΁

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/-1ͱ΋ɺҰपճͬͯ·ͨͭͳ͕ͬͨ IUUQTTQFBLFSEFDLDPNIJSPLJ ๏ چ༑ͷ/"*45େ಺ܒथ͞ΜΒՊݚඅʢج൫#ʣ ʰจষதͷਓ෺ͷҠಈي੻Λ ࣮ੈքͷ஍ਤ্ʹ઀஍͢ΔͨΊͷجૅݚڀͱͦͷԠ༻ʱ ๏ ݴޠॲཧֶձ೥࣍େձ ςʔϚηογϣϯڞ࠵ʰ͜ͱ͹ͱ஍ཧۭؒͷ৘ใॲཧʱ ๏ ʰ(FPHSBQIZ-BOHVBHFษڧձʱ ֶࡍΦϯϥΠϯษڧձΛఆظతʹ։࠵

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๏ Ґஔ৘ใΛѻ͏ɺՄࢹԽͷઐ໳ूஂ ๏ ೥ઃཱ ๺ւಓ͕ڌ఺ຊ͕ࣾࡳຈ ๏ ໊೥݄ શࠃͷϑϧϦϞʔτϝϯόʔؚΉ

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IUUQTETZBIPPDPKQ ਓྲྀσʔλՄࢹԽ:BIPP+"1"/ ϚΠϯΫϥϑτࡳຈࢢ ߴদࢢ FUD "*45%%#$MJFOU࢈૯ݚ XXXEJHJBSDBJTUHPKQUFBNHTWSUJOGPSNBUJPOBJTUEECDMJFOU IUUQTUBLBNBUTVNZNBDIJKQ 1SPKFDU1-"5&"6 ࠃ౔ަ௨ল IUUQTHJUIVCDPN1SPKFDU1-"5&"6NBQFOHJOFTVSWFZ

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ͦ΋ͦ΋.*&36/&͸ lΦʔϓϯιʔεͷίϛϡχςΟz ͔Βੜ·Εͨձࣾ

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ਤ!IPXNPSJ ࢁܗ޼࠸5BLVZB:BNBHBUB ͷπΠʔτΑΓIUUQTUXJUUFSDPNIPXNPSJTUBUVT

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IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044()PLLBJEPʯ ஍ཧۭؒ৘ใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ

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IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044()PLLBJEPʯ ஍ཧۭؒ৘ใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ ๺ւಓ͸ ೶ۀؔ܎΍໺ੜੜ෺ͷݚڀͳͲʹ͓͍ͯ (*4ͷ׆༻͕ਐΜͰ͓Γɺ ౔஍͕޿͍ͨΊɺҐஔ৘ใΛ׆ൃʹར༻͍ͯ͠Δ ͱ͍͏౔৕͕͋Γ·ͨ͠ɻ “ ”

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IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπ͸ʮ'044()PLLBJEPʯ ஍ཧۭؒ৘ใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ ͦͷ౰࣌ɺ౦ژͰ։࠵͞Εͨ'044(ͷΠϕϯτͰɺ ๺ւಓࡏॅऀ͕ҙؾ౤߹͠ɺ ʰ͜Ε͸๺ւಓͰ΋։࠵Ͱ͖ΔΑͶʱͱ͍͏࿩ʹͳΓ·ͨ͠ɻ ʰ๺ւಓ͔ΒΈΜͳͰ౦ژʹߦͬͯ ɹΠϕϯτ΁ࢀՃ͢Δͷ͸େม͔ͩΒɺ ɹͦΕͳΒ๺ւಓͰΠϕϯτΛ։࠵ͯ͠ɺ ɹ໘ന͍͜ͱΛ΍͍ͬͯΔਓΛ๺ւಓ΁ݺΜͰདྷͪΌ͓͏ʱ ͱ͍͏ͷ͕ίϯηϓτͰ͢ɻ “ ”

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ίϛϡχςΟ΁ͷۚમɾӡӦ໘Ͱͷߩݙ 2(*4 σεΫτοϓ஍ཧ৘ใγεςϜ €ສʢ໿ສԁʣd ূ໌ॻϓϩάϥϜͰ€ Ҏ্ .BQ-JCSF 8FC஍ਤϥΠϒϥϦϓϩδΣΫτ ສʢ໿ສԁʣd ˞೔ຊॳͷεϙϯαʔ ଞʹ"84 .FUB .JDSPTPGUͳͲ

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ίϛϡχςΟ΁ͷۚમɾӡӦ໘Ͱͷߩݙ ๏ 2(*4$PVOUSZ6TFS(SPVQ 7PUJOH.FNCFS ๏ .BQ-JCSF 7PUJOH.FNCFS ๏ 04(FPࡒஂ $IBSUFS.FNCFS ๏ 04(FP೔ຊࢧ෦ʢ04(FP+1ʣஂମձһ ๏ FUD

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Ӧརاۀͱ ίϛϡχςΟ׆ಈͷ ཱ྆Λ໨ࢦͯ͠

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IUUQTTIJSPLBOFLPVHZPVHJUIVCJPFQJTPEF σʔλαΠΤϯε"*ϙουΩϟετ ʰനۚ߭ۀ'.ʱ Ͱ΋͓࿩͠͠·ͨ͠ʂ

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଎͘ߦ͘ͳΒͻͱΓͰɺ ԕ͘΁ߦ͘ͳΒΈΜͳͰ “ ”

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ଟ༷ͳόοΫάϥ΢ϯυͷϝϯόʔ ͍ΘΏΔҰൠతͳz৘ใܥzͷ΄͏͕গͳ͍ +*$"ͰύϓΞχϡʔΪχΞ೥ɺώάϚղ๤ɺେ཮୨Λ ୳͠ʹེԫౡۙ͘·Ͱௐࠪɺྛۀɺෆಈ࢈ؑఆɺਫ࢈ֶɺ ىۀ$&0ɺ"QQMFࣾͰ஍ਤ੡࡞ɺ୸߭ʹډͨɺఉࢣɺ Տ઒ߏ଄෺ɾԼਫಓͷઃܭɺϑϥϯεࠃ౔஍ཧӃɺήʔϜ ੍࡞ɺࣗ࡞஍ਤͰ57ग़ԋɺϥϦʔΧʔͷγεςϜ։ൃɺ ࢢ໾ॴͰ೶ۀ੓ࡦɺେֶͰ஍ཧֶݚڀɺమಓձࣾɺ৽ฉࣾɺ ࣗಈंؔ࿈ɺࡶࢽ౳ͷάϥϑΟοΫσβΠϯɺͳͲͳͲ

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ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ

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ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ʮϑϩϯτΤϯυ։ൃΛֶͿʹ͸ɺ 3FBDUΑΓ4WFMUF͕ྑ͍ʯ γϯϓϧ͞ɺ ͦͯ͠ྑ࣭ͳνϡʔτϦΞϧ

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ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ͋Δϝϯόʔͷίϝϯτ ʮ4WFMUFͳΒ zϑϩϯτΤϯυग़དྷͦ͏z ͱࢥ͑ͨʯ

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ͦΕ΋͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ·ͨɺ4WFMUF͸ /:5JNFTͷάϥϑΟοΫΤσ Ολʔͩͬͨ 3JDI)BSSJT͕࢝Ίͨ΋ͷ ͦͷग़͔ࣗΒ΋ ՄࢹԽք۾ͱ਌࿨ੑ͕ߴ͍

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৽͍͠ϝσ ΟΞͱ ৽ͨͳදݱ

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ੈل຤ɺ࠷ॳظͷөը ࡱӨ͢ΔΧϝϥ͸ݻఆ͞Εɺ ʮ٬੮͔ΒݟΔ෣୆ԋܶʯ ͷԆ௕ʹ͋ͬͨ

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ਤIUUQTFOXJLJQFEJBPSHXJLJ'JMF.JDSPDPTN@PG@-POEPO@1MBUF@@@/FX@$PWFOU@(BSEFO@[email protected]@FEJUFEKQH ੈلॳ಄ͷϩΠϠϧɾΦϖϥɾϋ΢ε

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-PVJT1PZFU IUUQTFONXJLJQFEJBPSHXJLJ'JMF$JOFNBUPHSBQIF1SPKFDUJPOQOH

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ʰਫΛ͔͚ΒΕͨࢄਫ෉ʱʢ ϦϡϛΤʔϧܑఋʣ ʠ-"SSPTFVSBSSPTÉʡ IUUQTFOXJLJQFEJBPSHXJLJ'JMF-F@+BSEJOJFS@ M"SSPTFVS@BSSPT$" @ XFCN

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