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20230123_FinJAWS
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Takuya Yonezawa
January 23, 2023
Technology
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20230123_FinJAWS
Takuya Yonezawa
January 23, 2023
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Transcript
ୈճถᖒ͕Ώ͘ɻSF*OWFOUॳ๚ ଜ૯߹ݚڀॴ ถᖒ
͜Εʂ UBLVZBZPOF ถᖒ 5BLVZB:POF[BXB ʹଜ૯߹ݚڀॴʹ৽ଔೖࣾɻۚ༥ۀքͷ͓٬༷͚ʹ ϑϩϯτγεςϜͷߏஙΤϯϋϯεΛ୲ͨ͠ޙʹδϣϒνΣϯδɻ ݱࡏ࢈ۀۀքͷ͓٬༷͚ʹ"84ڥશൠͷઃܭߏஙΛ୲ɻ +"84%":4ొஃɺΦϑϥΠϯSF*OWFOUࢀՃॳ ͖ͳ"84αʔϏε4".
$PEF1JQFMJOF "QQMJDBUJPO$PNQPTFS ͖ͳٕज़/FYUKT 5BJMXJOE$44 %PDLFS LT 3BODIFS /&8
SF*OWFOUʹॳࢀՃͨ͠ॳ৺ऀ ถᖒ ͷײ
SF*OWFOUʹॳࢀՃͨ͠ॳ৺ऀ ถᖒ ͷײ ʘΊͪΌͪ͘Όମྗ͏Μ͚ʗ
SF*OWFOUظؒͷาભҠ า า า า
SF*OWFOUظؒͷาભҠ า า า า า
SF*OWFOUظؒͷาભҠ า า า า า º ਓͷฏۉา෯ɿDNา
ʹ LN 🤔
ԣଜϏϧ Ἑϊބ
ԣଜϏϧ Ἑϊބ SF*OWFOUӺͳͷ͔ʁ 🏃🏃🏃🏃
Α͘ҙשى͕ग़͍ͯΔͰ͕͢ɺɺ ظؒதϥεϕΨεશମ͕SF*OWFOUϞʔυɻʢ6CFS-ZGU.POPSBJMʣ ձؒͷڑ͕͘͢͝ԕ্͍ʹɺͭͭͷձ͕σΧ͗͢Δʢਤ্ͩͱΠϝʔδ͕͔ͳ͍͚Ͳʣ -ZGU6CFSɺϞϊϨʔϧɺγϟτϧΛॊೈʹ͍͚ͳ͍ͱ࣍ͷηογϣϯʹؒʹ߹Θͳ͘ͳΔ ˠϗςϧ໎ࢠɺγϟτϧࠞࡶݟޡΓʹΑΔηογϣϯࠁ͕ং൫ʹൃੜ SF*OWFOUͷεέʔϧײ IUUQTSFJOWFOUBXTFWFOUTDPNDBNQVT
Α͘ҙשى͕ग़͍ͯΔͰ͕͢ɺɺ ظؒத֗શମ͕SF*OWFOUϞʔυɻʢ6CFS-ZGU.POPSBJMʣ ձؒͷڑ͕͘͢͝ԕ্͍ʹɺͭͭͷձ͕σΧ͗͢Δʢਤ্ͩͱΠϝʔδ͕͔ͳ͍͚Ͳʣ -ZGU6CFSɺϞϊϨʔϧɺγϟτϧΛॊೈʹ͍͚ͳ͍ͱ࣍ͷηογϣϯʹؒʹ߹Θͳ͘ͳΔ ˠϗςϧ໎ࢠɺγϟτϧࠞࡶݟޡΓʹΑΔηογϣϯࠁ͕ং൫ʹൃੜ SF*OWFOUͷεέʔϧײ IUUQTSFJOWFOUBXTFWFOUTDPNDBNQVT "844FSWFSMFTT)FSP٢ా͞Μ
!ZPTIJEBTIJOHP ͷπΠʔτΑΓ
,FZOPUFձ͕શʹϥΠϒձ ݱࢀՃ͔ͩΒͦ͜ײ͡Δ͜ͱ͕Ͱ͖ΔݱͷྔɾϫΫϫΫײ ձͷΛੜͰײ͡Δ͜ͱͰɺ৽αʔϏεͷΠϯύΫτΛਪ͠ྔΔ SF*OWFOUͷεέʔϧײ
ηογϣϯ ͱΜͰͳ͍ͷηογϣϯʢ(BNF%BZ 8PSLTIPQ $IBML5BMLͳͲʣ͕֤ϗςϧͰ։࠵ ظؒதʹൃද͞ΕΔ৽αʔϏεͷηογϣϯద࣌Ճ͞ΕΔͷͰΥον͢Δ͠ SF*OWFOUͷεέʔϧײ ܭʂ
ઓ͍SF*OWFOU։࠵લ͔ΒʙSF*OWFOUࣄલΦϑϥΠϯษڧձʙ SF*OWFOUใઓɺ͍ΖΜͳνϟωϧͰऩू͢Δ͠ IUUQTDPOOQBTTDPNFWFOU
SF*OWFOUࢀՃऀ͚'BDFCPPLάϧʔϓ 48"(ใɺಥൃΠϕϯτɺ৯ࣄใɺ͓͠Ζలࣔɺ࣏҆पΓͳͲͳͲ׆ൃʹใަ SF*OWFOUใઓɺ͍ΖΜͳνϟωϧͰऩू͢Δ͠ IUUQTXXXGBDFCPPLDPNHSPVQT
SF*OWFOUࢀՃऀ͚'BDFCPPLάϧʔϓ 48"(ใɺಥൃΠϕϯτɺ৯ࣄใɺ͓͠Ζలࣔɺ࣏҆पΓͳͲͳͲ׆ൃʹใަ SF*OWFOUใઓɺ͍ΖΜͳνϟωϧͰऩू͢Δ͠
ͪΖΜ5XJUUFSॏཁ 5XJUUFSͰ"84ք۾ͷஶ໊ਓΛϑΥϩʔ͓͖ͯ͠·͠ΐ͏ 0VUQPTUTలࣔɺ6'0Ωϟονϟʔɺ'BSHBUF)#%5XJUUFS͔ͩΒͦ͜ݕͰ͖ͨ 6'0ΩϟονϟʔΫϦΞͰ͖Δͱ,JOEMF&DIP%PU͕Β͑Δ қྑ৺తʢ͋Γ͕ͱ͏͍͟͝·͢NNʣ SF*OWFOUใઓɺ͍ΖΜͳνϟωϧͰऩू͢Δ͠
&YQP८Γ "844VNNJU!ນுͳͲͰ&YQPܦݧ͍ͯͨ͠ͷͷɺͬͺΓن͕ܻҧ͍ͰͼͼΔ 48"( ϊϕϧςΟ Λ͍·͘Δྑ͠ɺຊະ্ͷαʔϏεΛ୳ࡧ͢Δྑ͠ɻ͓ञ͋ΔΑ ؾʹͳΔαʔϏε͕͋ͬͨΒϒʔεͷਓʹ͔͚͠Δ͠ɻΊͬͪΌઆ໌ͯ͘͠ΕΔ ҥྨ&910Ͱݱௐୡʂͱ͍͏ऀ͍Δ &910 లࣔձ ๅͷࢁ
SF*OWFOU".·ͰωοτϫʔΩϯάΛ͢ΔΠϕϯτCZ"84+ُా͞Μ "84'JO+"84ϥεϕΨεݱεϖγϟϧΛߦʢϕΨε࣌ࠁ".ʣ ϗςϧͷҰࣨͰ͓ञΛҿΈͳ͕ΒΏΔΓͱ-5େձɺ࠙ձɻձࣾͷ֞ࠜΛ͑ͨަྲྀ ݱͰͷωοτϫʔΩϯά
L3VOʙૣேͷϥεϕΨεΛΔʙ LNͷνϟϦςΟϚϥιϯ ίʔεL3VOઐ༻Ͱɺ.BOEBMBZ#BZपลΛΔ ϥεϕΨεͷެಓΛυϠإͰΕΔͷSF*OWFOUͳΒͰ ேΠν͔Βྔ͕ͱͯߴ͍ ৽ډా͞Μ !+"84ԣ ͕ੌ·͍͡εϐʔυͰۦ͚ൈ͚ͯͨ ηογϣϯҎ֎ʹΞΫςΟϏςΟ͕
SF*OWFOUͷ ΄΅ ࠷ऴʹߦΘΕΔࡇΓ ੈքతͳ%+͕ͬͯ͘Δɻࠓ.BSUJO(BSSJYʢաڈʹ;FEE 4LSJMMFY %+4OBLFͳͲʣ ϥεϕΨε߫֎ͷ۠ըΛ·Δ͝ͱಛઃձʹɻͬͺεέʔϧͰ͔͍ɻΈΜͳ༑ୡঢ়ଶ SF*OWFOUͷకΊͱݴ͑SF1MBZ )&30ͷ͓ਓ
ถᖒɺ͓લͪΌΜͱษڧ͖ͯͨ͠ͷ͔ʁͱݴΘΕͦ͏ͳͷͰ ໘ന͔ͬͨηογϣϯͷ͝հ
*OUFMMJHFOUMZBVUPNBUJOHDMPVEPQFSBUJPOTʢ4613ʣ ͍ΖΜͳӡ༻্ͷΦϖϨʔγϣϯΛࣗಈԽ͠Α͏ʂͱ͍͏ϋϯζΦϯ DBTF &$͕%%P4߈ܸΛड͚͍ͯΔʂԿͱ͔͠ͳ͖Όʂ ໘ന͔ͬͨηογϣϯͷ͝հ ͷྨࣅηογϣϯɿIUUQTXXXZPVUVCFDPNXBUDI WN4F"'M
*OUFMMJHFOUMZBVUPNBUJOHDMPVEPQFSBUJPOTʢ4613ʣ ͍ΖΜͳӡ༻্ͷΦϖϨʔγϣϯΛࣗಈԽ͠Α͏ʂͱ͍͏ϋϯζΦϯ DBTF 3PVUFΛͬͯϦʔδϣϯ'BJM0WFSΛࣗಈԽ͠Α͏ʂ ໘ന͔ͬͨηογϣϯͷ͝հ ͷྨࣅηογϣϯɿIUUQTXXXZPVUVCFDPNXBUDI WN4F"'M
%FWFMPQFWFOUESJWFOBQQMJDBUJPOTVTJOH"NB[PO"VSPSB4FSWFSMFTTWʢ%"53ʣ &WFOUCSJEHF "VSPSB4FSWFSMFTTWΛ༻͍ͨΠϕϯτυϦϒϯΞʔΩςΫνϟͷߏ P0ʢ424͡Όͳͯ͘&WFOU#SJEHFΛϋϒʹͯ͠Ήύλʔϯ͋ΔΜͩʂʁʣ ໘ന͔ͬͨηογϣϯͷ͝հ
)PX"84"QQMJDBUJPO$PNQPTFSIFMQTZPVBOEZPVSUFBNCVJMEHSFBUBQQT جௐߨԋͰ৽ൃද͞Εͨ"QQMJDBUJPO$PNQPTFSͷηογϣϯ 1SJDJQBM1E. &OHJOFFSͷํʹΑΔɺαʔόϨε։ൃͷαΫηεϑΝΫλʔղઆͱσϞͳͲ ໘ന͔ͬͨηογϣϯͷ͝հ IUUQTXXXZPVUVCFDPNXBUDI WUY[6(PPYD
ถᖒɺ͓લͪΌΜͱษڧ͖ͯͨ͠ͷ͔ʁͱݴΘΕͦ͏ͳͷͰ ۚ༥ܥͰؾʹͳͬͨ Ξοϓσʔτͷ͝հ
"NB[PO5FYUSBDUͰϩʔϯؔͷυΩϡϝϯτॲཧΛߴԽͤ͞Δ "OBMZ[F-FOEJOHػೳΛϦϦʔε ۚ༥ܥͰؾʹͳͬͨΞοϓσʔτͷ͝հ IUUQTBXTBNB[PODPNKQBCPVUBXTXIBUTOFXBNB[POUFYUSBDUBOBMZ[FMFOEJOHBDDFMFSBUFMPBOEPDVNFOUQSPDFTTJOH ຊޠະରԠ
%&.0
"844UBTI ҎલSF*OWFOUͷηογϣϯಈըݕࡧαΠτ͕ͩͬͨɺ͍ͭͷؒʹ͔Ξοϓσʔτ͕ೖΓɺ SF*OWFOUʹݶΒ༷ͣʑͳ"84ίϯςϯπΛݕࡧͰ͖ΔΑ͏ʹͳͬͨʢඇެࣜʣ େྔʹΞοϓ͞Εͨ"84ࢿྉɺͲͷΑ͏ʹ୳͍͍ͤͷʁ IUUQTBXTTUBTIDPN
4FSWFSMFTT)FSP٢ాਅޗ͞ΜͷͯϒΛಡΉ͠ SF*OWFOUօۈͷ٢ా͞ΜʹΑΔَଇ དྷSF*OWFOUʹߦ͖ͨ͘ͳͬͨօ༷ IUUQTZPTIJEBTIJOHPIBUFOBCMPHDPNFOUSZ
ݱͷڧ͍ΤϯδχΞͱձͰ͖Δͱͯوॏͳػձ ΤϯδχΞͷՁ؍͕େ͖͘มΘΔΠϕϯτ ͦΕ͕SF*OWFOUʂ
5IBOL:PV