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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...
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Sorami Hisamoto
September 26, 2024
Technology
4
1.8k
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
MIERUNE JCT - Tokyo 2024 /
https://mierune.connpass.com/event/328227/
Sorami Hisamoto
September 26, 2024
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Transcript
ՄࢹԽ͕Γͨͯ͘ .*&36/& ʹస৬ͨ͠ !TPSBNJ .*&36/&+$55PLZP lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ
.*&36/&+$55PLZP
ʰݱͷϓϩ͕Θ͔Γ͘͢ڭ͑ΔҐஔใΤϯδχΞཆߨ࠲ʱ Ҫޱେ लγεςϜ ʰݱͷϓϩ͕Θ͔Γ͘͢ڭ͑ΔҐஔใσϕϩούʔཆߨ࠲ʱ Ҫޱେ लγεςϜ
ʰϙέοτϞϯελʔɾʱఱಊ
ʰϙέοτϞϯελʔɾʱఱಊ ͳʹ͕໘ന͍ͷ͔ʁ
ʰϙέοτϞϯελʔɾʱఱಊ ՄࢹԽ 7JTVBMJ[BUJPO
ՄࢹԽ͕Γͨͯ͘ .*&36/& ʹస৬ͨ͠ !TPSBNJ .*&36/&+$55PLZP lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ
@sorami ٱຊۭւͻ͞ͱͦΒΈ +$5͓ӽ͠ͷօ͞Μɺ͜ΜΜʂ ๏ ιϑτΣΞɾΤϯδχΞ ๏ ҐஔใՄࢹԽूஂʮ.*&36/&ʯॴଐ
ւಓ͔Βདྷ·ͨ͠ʂ ʢࣸਅࠓேͷ༷ࢠʣ
झຯͷࣗసंʹͬͨΓͯ͠·͢ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ
झຯͷࣗసंʹͬͨΓ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN
झຯͷࣗసंʹͬͨΓ ࡳຈͱখ୬ʹ·͕ͨΔઙཬಕ IUUQTXXXTUSBWBDPN ͜Ε Ґஔใʂ
๏ य़౦ژ͔ΒࡳຈҾͬӽ͠ ๏ Նࡳຈ͔Β౦ொҾͬӽ͠
౦ொ ࡳຈ
ொʹɺ ւಓ࠷ߴๆͷѴַN͕͋Δ
աڈʹɺ ࠃ֤ॴʢେࡕɾ౦ژɾಸྑɾಙౡɾʣɺ ࠃ֎ʢΞΠϧϥϯυɾΠΪϦεɾΞϝϦΧɾγϯΨϙʔϧɾதࠃʣ ͳͲͰΒͯ͠·ͨ͠ ͦͷܦݧ͋ͬͯʮݴޠʯʹڵຯΛ๊͘
ͱͱɺࣗવݴޠॲཧΛ͍ͬͯ·ͨ͠ ࣗવݴޠॲཧ /-1 /BUVSBM-BOHVBHF1SPDFTTJOH ίϯϐϡʔλʔͰʮਓؒͷ͜ͱʯΛѻ͏ٕज़ ۙେنݴޠϞσϧʢ--.ʣͷൃల͕֮·͍͠
044ܗଶૉղੳث4VEBDIJ ϫʔΫεಙౡਓೳ/-1ݚڀॴ IUUQT[FOOEFWTPSBNJBSUJDMFTDBGEGCEDG ຽࣄܾΦʔϓϯσʔλ -FHBMTDBQF ༁ϞσϧͷϓϥΠόγʔ +PIOT)PQLJOT6OJWFSTJUZ IUUQTOPUFDPNMFHBMTDBQFOOGEFBB )JTBNPUPFUBM 5"$-
ݴޠ ਤ ՄࢹԽ
ݴޠ ਤ ՄࢹԽ ʁʁʁ
IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ
IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ࣙయΛ௨ಡͨ͠ਓʹ ʮࣙయΛ௨ಡͯ͠Կ͕໘ന͍ͷʁʯ͔ɺฉ͘ ଜ·͞Ώ͖ σΠϦʔϙʔλϧ;
IUUQTEBJMZQPSUBM[KQLJKJSFBEJOHEJDUJPOBSZ ਫɿ͋ͱɺࣙయ͕͖ͳਓɺ ɹɹɹՋͳ࣌ʹάʔά ϧϚοϓݟΔઆɻ ଜɿݟ·͢Ͷʂ Ҵɿ࣮ɺਤ ɹɹʮݱ࣮ͷͷΛͳΔ͚ͩਖ਼֬ʹॻ͖ࣸͯ͠ɺ ͲͷΑ͏ʹ·ͱΊͯදݱ͢Δͷ͔ʯ ͱ͍͏ͱ͜Ζɺ ࣙయͱڞ௨͢Δͱ͜Ζ͕͋ΔΜͰ͢ΑͶɻ
ਤͷྺ࢙ݹ͍ɻ ਓྨͷ࠷وॏͳจԽҨ࢈Ͱ͋ΔจࣈΑΓ ݹ͍ͱ͍ΘΕΔɻ “ ” ৫ా༤ʰਤͷྺ࢙ੈքฤɾຊฤʱ Q ߨஊֶࣾज़จݿ
;ͱͨ͠ۮવ͔Βɺະͷʹ֨ͷྌΛൃݟͨ͠ ଠݹͷङྌຽɺޙͷࢠଙʹ͑ΔͨΊʹɺ ͦͷॴΛؠ൘ʹهͨ͜͠ͱ͋ͬͨͰ͋Ζ͏ɻ ͦͷؠ൘ʹɺ࣍ʑͱ৽͍͕͠ࠁ·Εɺ͕ͯͦΕɺ ͔ΕΒͷੈք؍Λ࣮ʹࣔ͢ਤͱͳ͍ͬͯ͘ɻ “ ” ৫ా༤ʰਤͷྺ࢙ੈքฤɾຊฤʱ Q ߨஊֶࣾज़จݿ
ʰσʔλࢹ֮Խͷਓྨ࢙ʱ ϑϨϯυϦʔˍΣΠφʔʢ൧ౢوࢠ༁ʣ ੨ࣾ
ྺ࢙Λ௨ͯ͡ɺਓʑͷߟ͑ݱ ࡾͭͷܗଶͰදݱ͞Ε͖ͯͨɻ ͢ͳΘͪɺݴ༿ɺࣈɺͦͯ͠ਤͰ͋Δɻ “ ” ਤग़య1SPGTBYY8JLJNFEJB ϥείʔಎ۸ͷนըʢສલͱਪఆʣ Q
࣌Λ͞ΒʹਐΊΔͱɺࢹ֮Խͷ࣍ͷൃలظɺ ࠓͰਤදͱ͔ॳظͷਤͱݺΕ͍ͯΔͷ ֆͰදݱ͞Ε͍ͯͳ͕ΒநతͳใΛද͍ͯ͠Δ Ͱىͬͨ͜ɻ ਤग़య#JCJ4BJOU1BVM8JLJNFEJB ΞφΫγϚϯυϩεʹΑΔੈքਤʢلݩલࠒʣ Q “
๏ ʮݴޠʯʮਤʯɺࢥߟͷͨΊͷಓ۩ ๏ ਓؒͷೝɺͦͷਓମߏʹ੍͞ΕΔ ๏ ͦΕͰɺಓ۩֓೦Ͱɺ ͜Ε·Ͱߟ͑ΒΕͳ͔ͬͨ͜ͱΛࢥߟͰ͖Δ
IUUQTLBJXBJDIBUFQJTPEF IUUQTLBJXBJDIBUFQJTPEF ʰք۾DIBUʱͱ͍͏ ϙουΩϟετͰ ͜ͷ͋ͨΓΛ͓Γ͠·ͨ͠
͝Ζ /-1ΛΓͳ͕ΒɺझຯͰՄࢹԽ "NFMJB8BUUFOCFSHFSʠ'VMMTUBDL%BOE%BUB7JTVBMJ[BUJPOʡΛֶΜͰ͍ͨ࣌ͷश࡞
͢ΔͱࣗͣͱɺਤڵຯΛ๊͘
δϣϯɾεϊͷίϨϥਤ FOXJLJQFEJBPSHXJLJ'JMF4OPXDIPMFSBNBQKQH QVCMJDEPNBJO σʔλՄࢹԽͷઌۦ͚ ๏ ੈلϩϯυϯͷίϨϥେൃੜ ๏ ࣌ͷՊֶࣝͰછϝΧχζϜෆ໌ ๏ ҩࢣεϊɺױऀΛਤ্ࣔ͠ɺ
ʮ͋ΔҪށͷपғʹײછऀ͕ଟ͍ʯ ͱͷ૬ؔΛൃݟ
˞ݱࡏ׆ಈٳࢭ IUUQTEBUBWJ[NBOBCJCBWJTVBMJ[JOHKQ ͱ͋ΔΦϯϥΠϯͷίϛϡχςΟʹೖͬͨ
ͦͷίϛϡχςΟͰ ݹହਓ!:GVSV .*&36/&ڞಉۀऀ ւಓͰɺ .*&36/&͍ͬͯ͏ ҐஔใͱՄࢹԽͷձࣾΛ ͬͯ·͢
IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձͰൃදͯ͠ΈΑ͏
IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFNFFUVQNJOJOVNCFS .*&36/&ͷษڧձͰൃදͯ͠ΈΑ͏ ͦΕ͕ԑͰ .*&36/&ೖࣾɺւಓ
/-1ͱɺҰपճͬͯ·ͨͭͳ͕ͬͨ IUUQTTQFBLFSEFDLDPNIJSPLJ ๏ چ༑ͷ/"*45େܒथ͞ΜΒՊݚඅʢج൫#ʣ ʰจষதͷਓͷҠಈيΛ ࣮ੈքͷਤ্ʹ͢ΔͨΊͷجૅݚڀͱͦͷԠ༻ʱ ๏ ݴޠॲཧֶձ࣍େձ ςʔϚηογϣϯڞ࠵ʰ͜ͱͱཧۭؒͷใॲཧʱ
๏ ʰ(FPHSBQIZ-BOHVBHFษڧձʱ ֶࡍΦϯϥΠϯษڧձΛఆظతʹ։࠵
None
๏ ҐஔใΛѻ͏ɺՄࢹԽͷઐूஂ ๏ ઃཱ ւಓ͕ڌຊ͕ࣾࡳຈ ๏ ໊݄ શࠃͷϑϧϦϞʔτϝϯόʔؚΉ
IUUQTETZBIPPDPKQ ਓྲྀσʔλՄࢹԽ:BIPP+"1"/ ϚΠϯΫϥϑτࡳຈࢢ ߴদࢢ FUD "*45%%#$MJFOU࢈૯ݚ XXXEJHJBSDBJTUHPKQUFBNHTWSUJOGPSNBUJPOBJTUEECDMJFOU IUUQTUBLBNBUTVNZNBDIJKQ 1SPKFDU1-"5&"6
ࠃަ௨ল IUUQTHJUIVCDPN1SPKFDU1-"5&"6NBQFOHJOFTVSWFZ
ͦͦ.*&36/& lΦʔϓϯιʔεͷίϛϡχςΟz ͔Βੜ·Εͨձࣾ
ਤ!IPXNPSJ ࢁܗ࠸5BLVZB:BNBHBUB ͷπΠʔτΑΓIUUQTUXJUUFSDPNIPXNPSJTUBUVT
IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπʮ'044()PLLBJEPʯ ཧۭؒใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ
IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπʮ'044()PLLBJEPʯ ཧۭؒใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ ւಓ
ۀؔੜੜͷݚڀͳͲʹ͓͍ͯ (*4ͷ׆༻͕ਐΜͰ͓Γɺ ͕͍ͨΊɺҐஔใΛ׆ൃʹར༻͍ͯ͠Δ ͱ͍͏͕͋Γ·ͨ͠ɻ “ ”
IUUQTJOUFSOFUXBUDIJNQSFTTDPKQEPDTTQFDJBMXG@IPLLBJEPIUNM ๏ ϧʔπʮ'044()PLLBJEPʯ ཧۭؒใͷ044Πϕϯτ ๏ '044( z'SFF0QFO4PVSDF4PGUXBSFGPS(FPTQBUJBMz ๏ ˠӡӦʹؔΘ໊͍ͬͯͨͰىۀ ͦͷ࣌ɺ౦ژͰ։࠵͞Εͨ'044(ͷΠϕϯτͰɺ
ւಓࡏॅऀ͕ҙؾ߹͠ɺ ʰ͜ΕւಓͰ։࠵Ͱ͖ΔΑͶʱͱ͍͏ʹͳΓ·ͨ͠ɻ ʰւಓ͔ΒΈΜͳͰ౦ژʹߦͬͯ ɹΠϕϯτࢀՃ͢Δͷେม͔ͩΒɺ ɹͦΕͳΒւಓͰΠϕϯτΛ։࠵ͯ͠ɺ ɹ໘ന͍͜ͱΛ͍ͬͯΔਓΛւಓݺΜͰདྷͪΌ͓͏ʱ ͱ͍͏ͷ͕ίϯηϓτͰ͢ɻ “ ”
ίϛϡχςΟͷۚમɾӡӦ໘Ͱͷߩݙ 2(*4 σεΫτοϓཧใγεςϜ €ສʢສԁʣd ূ໌ॻϓϩάϥϜͰ€ Ҏ্ .BQ-JCSF 8FCਤϥΠϒϥϦϓϩδΣΫτ ສʢສԁʣd ˞ຊॳͷεϙϯαʔ
ଞʹ"84 .FUB .JDSPTPGUͳͲ
ίϛϡχςΟͷۚમɾӡӦ໘Ͱͷߩݙ ๏ 2(*4$PVOUSZ6TFS(SPVQ 7PUJOH.FNCFS ๏ .BQ-JCSF 7PUJOH.FNCFS ๏ 04(FPࡒஂ $IBSUFS.FNCFS
๏ 04(FPຊࢧ෦ʢ04(FP+1ʣஂମձһ ๏ FUD
Ӧརاۀͱ ίϛϡχςΟ׆ಈͷ ཱ྆Λࢦͯ͠
IUUQTTIJSPLBOFLPVHZPVHJUIVCJPFQJTPEF σʔλαΠΤϯε"*ϙουΩϟετ ʰനۚ߭ۀ'.ʱ Ͱ͓͠͠·ͨ͠ʂ
͘ߦ͘ͳΒͻͱΓͰɺ ԕ͘ߦ͘ͳΒΈΜͳͰ “ ”
ଟ༷ͳόοΫάϥϯυͷϝϯόʔ ͍ΘΏΔҰൠతͳzใܥzͷ΄͏͕গͳ͍ +*$"ͰύϓΞχϡʔΪχΞɺώάϚղɺେ୨Λ ୳͠ʹེԫౡۙ͘·Ͱௐࠪɺྛۀɺෆಈ࢈ؑఆɺਫ࢈ֶɺ ىۀ$&0ɺ"QQMFࣾͰਤ࡞ɺ߭ʹډͨɺఉࢣɺ ՏߏɾԼਫಓͷઃܭɺϑϥϯεࠃཧӃɺήʔϜ ੍࡞ɺࣗ࡞ਤͰ57ग़ԋɺϥϦʔΧʔͷγεςϜ։ൃɺ ࢢॴͰۀࡦɺେֶͰཧֶݚڀɺమಓձࣾɺ৽ฉࣾɺ ࣗಈंؔ࿈ɺࡶࢽͷάϥϑΟοΫσβΠϯɺͳͲͳͲ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ʮϑϩϯτΤϯυ։ൃΛֶͿʹɺ 3FBDUΑΓ4WFMUF͕ྑ͍ʯ γϯϓϧ͞ɺ ͦͯ͠ྑ࣭ͳνϡʔτϦΞϧ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ͋Δϝϯόʔͷίϝϯτ ʮ4WFMUFͳΒ zϑϩϯτΤϯυग़དྷͦ͏z ͱࢥ͑ͨʯ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ·ͨɺ4WFMUF /:5JNFTͷάϥϑΟοΫΤσ Ολʔͩͬͨ 3JDI)BSSJT͕࢝Ίͨͷ ͦͷग़͔ࣗΒ ՄࢹԽք۾ͱੑ͕ߴ͍
৽͍͠ϝσ ΟΞͱ ৽ͨͳදݱ
ੈلɺ࠷ॳظͷөը ࡱӨ͢ΔΧϝϥݻఆ͞Εɺ ʮ٬੮͔ΒݟΔԋܶʯ ͷԆʹ͋ͬͨ
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