Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
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...
Search
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
Tweet
Share
More Decks by Sorami Hisamoto
See All by Sorami Hisamoto
オープンソースとビジネス: 位置情報の世界からみえる流れ / 札幌IT石狩鍋#2
sorami
0
310
How I Got Here - NLP, Geospatial, and beyond / NAIST NLP
sorami
0
82
Scrollytelling the 53 Stations of Tōkaidō: An Interactive Journey Through Japan’s Historic Route / FOSS4G ASIA 2024
sorami
1
110
Rust for Geospatial Data Processing: A Case Study with CityGML Converter for PLATEAU, Japan's Open Digital Twin Models / FOSS4G ASIA 2024
sorami
1
160
CSSを積み重ねる - 2024年のMasonry Layout / MIERUNE 朝LT #297
sorami
3
190
Scrollytelling the 53 Stations of Tōkaidō: An Interactive Journey Through Japan’s Historic Route / BUILD with Mapbox 2024
sorami
1
120
データ可視化をやりたくて北海道におひっこし / TechRAMEN 2024 Conference
sorami
2
1.1k
Svelte採用記 - 位置情報と可視化の会社で、全社の標準技術スタックに選ぶまで / Svelte Japan Online Meetup #3
sorami
3
1.3k
「スクローリーテリング」から考えるジューシーなメディア / Data Visualization Japan Meetup 2023
sorami
3
1.2k
Other Decks in Technology
See All in Technology
Southwest airlines®️ USA Contact Numbers: Complete 2025 Support Guide
oliversmith12
0
110
ビズリーチが挑む メトリクスを活用した技術的負債の解消 / dev-productivity-con2025
visional_engineering_and_design
3
6.1k
Lazy application authentication with Tailscale
bluehatbrit
0
150
Tokyo_reInforce_2025_recap_iam_access_analyzer
hiashisan
0
170
AI専用のリンターを作る #yumemi_patch
bengo4com
5
3.9k
fukabori.fm 出張版: 売上高617億円と高稼働率を陰で支えた社内ツール開発のあれこれ話 / 20250704 Yoshimasa Iwase & Tomoo Morikawa
shift_evolve
PRO
2
6.2k
KubeCon + CloudNativeCon Japan 2025 Recap by CA
ponkio_o
PRO
0
290
AI導入の理想と現実~コストと浸透〜
oprstchn
0
180
Frontier airlines®️ USA Contact Numbers: Complete 2025 Support Guide
oliversmith12
0
110
自律的なスケーリング手法FASTにおけるVPoEとしてのアカウンタビリティ / dev-productivity-con-2025
yoshikiiida
1
14k
Beyond Kaniko: Navigating Unprivileged Container Image Creation
f30
0
130
ネットワーク保護はどう変わるのか?re:Inforce 2025最新アップデート解説
tokushun
0
180
Featured
See All Featured
Embracing the Ebb and Flow
colly
86
4.7k
Stop Working from a Prison Cell
hatefulcrawdad
270
21k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
357
30k
Become a Pro
speakerdeck
PRO
28
5.4k
Reflections from 52 weeks, 52 projects
jeffersonlam
351
20k
The World Runs on Bad Software
bkeepers
PRO
69
11k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
7
730
Designing for Performance
lara
610
69k
How to Ace a Technical Interview
jacobian
277
23k
4 Signs Your Business is Dying
shpigford
184
22k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
233
17k
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$&0ɺ"QQMFࣾͰਤ࡞ɺ߭ʹډͨɺఉࢣɺ ՏߏɾԼਫಓͷઃܭɺϑϥϯεࠃཧӃɺήʔϜ ੍࡞ɺࣗ࡞ਤͰ57ग़ԋɺϥϦʔΧʔͷγεςϜ։ൃɺ ࢢॴͰۀࡦɺେֶͰཧֶݚڀɺమಓձࣾɺ৽ฉࣾɺ ࣗಈंؔ࿈ɺࡶࢽͷάϥϑΟοΫσβΠϯɺͳͲͳͲ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ʮϑϩϯτΤϯυ։ൃΛֶͿʹɺ 3FBDUΑΓ4WFMUF͕ྑ͍ʯ γϯϓϧ͞ɺ ͦͯ͠ྑ࣭ͳνϡʔτϦΞϧ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ͋Δϝϯόʔͷίϝϯτ ʮ4WFMUFͳΒ zϑϩϯτΤϯυग़དྷͦ͏z ͱࢥ͑ͨʯ
ͦΕ͋ͬͯ4WFMUFΛશࣾಋೖ͍ͯ͠Δ IUUQTTQFBLFSEFDLDPNTPSBNJTWFMUFKBQBOPOMJOFNFFUVQOVNCFS 4WFMUF+BQBO .FFUVQʹͯ ·ͨɺ4WFMUF /:5JNFTͷάϥϑΟοΫΤσ Ολʔͩͬͨ 3JDI)BSSJT͕࢝Ίͨͷ ͦͷग़͔ࣗΒ ՄࢹԽք۾ͱੑ͕ߴ͍
৽͍͠ϝσ ΟΞͱ ৽ͨͳදݱ
ੈلɺ࠷ॳظͷөը ࡱӨ͢ΔΧϝϥݻఆ͞Εɺ ʮ٬੮͔ΒݟΔԋܶʯ ͷԆʹ͋ͬͨ
ਤIUUQTFOXJLJQFEJBPSHXJLJ'JMF.JDSPDPTN@PG@-POEPO@1MBUF@@@/FX@$PWFOU@(BSEFO@
[email protected]
@FEJUFEKQH ੈلॳ಄ͷϩΠϠϧɾΦϖϥɾϋε
-PVJT1PZFU IUUQTFONXJLJQFEJBPSHXJLJ'JMF$JOFNBUPHSBQIF1SPKFDUJPOQOH
ʰਫΛ͔͚ΒΕͨࢄਫʱʢ ϦϡϛΤʔϧܑఋʣ ʠ-"SSPTFVSBSSPTÉʡ IUUQTFOXJLJQFEJBPSHXJLJ'JMF-F@+BSEJOJFS@ M"SSPTFVS@BSSPT$" @ XFCN
ͦͯ͠ࢼߦࡨޡΛܦͯੈلʹ ө૾͔ͩΒͦ͜Մೳͳ৽͍͠දݱ lୈࣣܳज़z͕։Ֆͨ͠ ʮөըͦͷੜ͔Βੈلͦͦ͜͜ͷ৽ڵܳज़Ͱ͋Δɻͦͷ࠷ॳظɺ༡ԂͷΞτϥΫγϣϯ·ͨݟੈখͷݺͼͰ͋ͬͨɻ ࣌ɺөըେऺޘָͰ͔͠ͳ͘ɺܳज़ͱͯ͠ೝΊΒΕ͍ͯͳ͔ͬͨɻ ͔Βөըʹ͍ͭͯͷࣥච׆ಈΛ࢝ΊͨϦονϣοτɾΧχϡʔυɺ өըΛطଘͷܳज़δϟϯϧͱରൺ͠ͳ͕ΒɺͦͷಛੑͷఆٛΛࢼΈɺʹʰୈܳज़એݴʱΛஶͨ͠ɻ өըͷ࠷େͷಛͰ͋Δಈ͘ө૾ޫֶతͳޮՌɺ࣌ؒܳज़ʢԻָɺࢻɺགྷʣͱۭؒܳज़ʢݐஙɺூࠁɺֆʣΛ૯߹͢ΔͷͰ͋Δɻ
ΑͬͯΧχϡʔυ൪ͷܳज़ɺୈܳज़ͱ͍͏໊લΛөըʹ༩͑ͨɻʯ ੴాඒل ୈܳज़ɿݱඒज़༻ޠࣙయʛඒज़ؗɾΞʔτใBSUTDBQFz IUUQTBSUTDBQFKQEJDUJPOBSZNPEFSO@IUNM
ʮίϯϐϡʔλʔʹΑΔදݱʯ ͜Ε͔Βժਧ͘ͷ͕ ·ͩ·ͩՌͯ͠ͳ͋͘ΔͩΖ͏
Ґஔใͷ ৽ͨͳදݱ
ʮࢴͷਤʯ͔Βʮσδλϧͷਤʯ ݱࡏҐஔΛݟͨΓɺ ϧʔτΛௐͨΓɺ ौใΛ֬ೝͨ͠Γɺ ΠϯλϥΫςΟϒʹ ζʔϜͨ͠Γ ࢴͰ࣮ݱͰ͖ͳ͍͜ͱ͕ࢁ͋Δ ࣸਅ"OOJF4QSBUU 6OTQMBTIIUUQTVOTQMBTIDPNQIPUPTXIJUFBOEHSFFOTUBUFNBQT"'#4LJCVL
4DSPMMZUFMMJOH ʹεΫϩʔϧ ετʔϦʔςϦϯά IUUQTTPSBNJEFWUPLBJEPTDSPMMZUFMMJOH
4DSPMMZUFMMJOH ʹεΫϩʔϧ ετʔϦʔςϦϯά IUUQTTPSBNJEFWUPLBJEPTDSPMMZUFMMJOH
4DSPMMZUFMMJOH ʹεΫϩʔϧ ετʔϦʔςϦϯά IUUQTTPSBNJEFWUPLBJEPTDSPMMZUFMMJOH
4DSPMMZUFMMJOH ʹεΫϩʔϧ ετʔϦʔςϦϯά ຊདྷɺಡΉॱ൪ͷͳ͍ਤɺ γʔέϯεɺͭ·ΓޠΛ༩͑Δ ʰʮਤײ֮ʯ͔ΒࢢΛಡΈղ͘৽͍͠ਤͷಡΈํʱ ࠓઘོߦ থจࣾ 1ʮදݱखஈͱͯ͠ͷਤจষө૾ͱൺΔͱʁʱ
4DSPMMZUFMMJOH ʹεΫϩʔϧ ετʔϦʔςϦϯά IUUQTTQFBLFSEFDLDPNTPSBNJEBUBWJTVBMJ[BUJPOKBQBONFFUVQ ͞Βʹ Γ͍ͨํ
"EBQUJWF.BQ1SPKFDUJPOT ๏ ٿؙ͍ʂ ʮٿʯˠʮ໘ʯʹ͢Δͷ͕ʮਤӨ๏ʯ ๏ ᘳͳӨ๏ଘࡏ͠ͳ͍ ྫ͑ϝϧΧτϧάϦʔϯϥϯυ͕ΊͪΌσΧ͍
%KTʹΑΓੜͨ͠ϝϧΧτϧਤ๏ͷੈքਤ ίʔυ.JLF#PTUPDLʹΑΔͷΛมߋ σʔλ/BUVSBM&BSUIʢ8PSME"UMBT5PQP+40/ʣ IUUQTPCTFSWBCMFIRDPN!TPSBNJXPSMENBQDBOWBTXJUIUJTTPUTJOEJDBUSJDFT
$POOPSNBI $$#:4" IUUQTDPNNPOTXJLJNFEJBPSHXJLJ'JMF(SFFOMBOE@ PSUIPHSBQIJD@QSPKFDUJPO TWH .BSUJO $$#:4" IUUQTDPNNPOTXJLJNFEJBPSHXJLJ'JMF"GSJDB@ PSUIPHSBQIJD@QSPKFDUJPO TWH
"EBQUJWF.BQ1SPKFDUJPOT ਤ.BQCPY0QFO4USFFU.BQ ಈతʹӨ๏ΛมԽ
"EBQUJWF.BQ1SPKFDUJPOT ਤ.BQCPY0QFO4USFFU.BQ σϞ .BQCPY(-+4Wͷػೳ IUUQTPCTFSWBCMFIRDPN!TPSBNJBEBQUJWFQSPKFDUJPOTNBQCPYHMKTW ಈతʹӨ๏ΛมԽ
"EBQUJWF.BQ1SPKFDUJPOT IUUQTTQFBLFSEFDLDPNTPSBNJNJFSVOFTIFOFJNJBORJBOHIVJOVNCFS ͞Βʹ Γ͍ͨํ
&MBTUJD5FSSBJO IUUQFMBTUJDUFSSBJOYZ[ ಈ͖ʹΑΔ%ܗͷ%දݱ
&MBTUJD5FSSBJO IUUQFMBTUJDUFSSBJOYZ[ ಈ͖ʹΑΔ%ܗͷ%දݱ ͥͻࣗͰࢼͯ͠Έͯʂ IUUQFMBTUJDUFSSBJOYZ[
ϐΫηϧεΫϦʔϯΛ͍͍͑ͨͬͯ "ST&MFDUSPOJDB $$#:/$/% IUUQTXXXqJDLSDPNQIPUPTBSTFMFDUSPOJDB 4BOE4DBQF.*5.FEJB-BC 5BOHJCMF(MPCFTGPS%BUB7JTVBMJTBUJPOJO"VHNFOUFE3FBMJUZʡ 4BUSJBEJFUBM $)* 5BOHJCMF(MPCFT.POBTI6OJ
ࣗసं
None
ࣗసंɺӡಈޮͷ༏ΕͨΓ ಈͷӡಈޮΛଌఆͨ݁͠Ռɺ ίϯυϧ͕࠷গͳ͍ΤωϧΪʔͰҠಈͰ͖ͨɻ ͔͠͠ਓ͕ؒࣗసंʹͬͨΒɺͦΕΛ͑Δɻ ୭ͰेLN͘Β͍ɺ͙͢ҠಈͰ͖Δɻ ͜Ε͕ెาͳΒɺͲΕ͚ͩେมͩΖ͏͔ɻ
ίϯϐϡʔλʔʮࢥߟͷͨΊͷࣗసंʯ ͦΕ͕ࢲʹͱͬͯͷίϯϐϡʔλʔͩɻ ࢲʹͱͬͯͷίϯϐϡʔλʔͱɺ ࢲ͕ͨͪߟ͑ग़ͨ͠࠷ڻ͖͘ಓ۩Ͱ͋Γɺ ࢲͨͪͷ৺ʹͱͬͯͷࣗసंʢCJDZDMFGPSPVSNJOETʣ ʹ૬͢Δͷͳͷͩɻ XXXUIFNBSHJOBMJBOPSH TUFWFKPCTCJDZDMFGPSUIFNJOE Ò Ó
εςΟʔϒɾδϣϒζ
ίϯϐϡʔλʔʮಓ۩Λͭ͘Δಓ۩ʯ ͔ͦ͠͠Εଟ͘ͷ߹ ະͩʮࢴͱϖϯʯ͔ΒͳΔੈք؍ͷԆʹ͋Δ ͜ͷϝλϝσΟΞͨΔஔͷදݱྗΛ ͦͷ฿͚ͩʹཹΊ͓ͯ͘ඞཁͳ͍
zߟ͑ΒΕͳ͍͜ͱzΛ ߟ͑ΔͨΊͷϝσ ΟΞʂ
ՄࢹԽ͕Γͨͯ͘ .*&36/& ʹస৬ͨ͠ !TPSBNJ .*&36/&+$55PLZP lࢥߟͷͨΊͷಓ۩zͱίϯϐϡʔλʔʹΑΔ৽ͨͳදݱ