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
東京大学 データ活用社会創成シンポジウム「デジタルツインで創る持続可能なコミュニティの未来」古橋資料
Search
Taichi FURUHASHI
December 12, 2023
Education
1
260
東京大学 データ活用社会創成シンポジウム「デジタルツインで創る持続可能なコミュニティの未来」古橋資料
東京大学 データ活用社会創成シンポジウム 2023
2023-12-12 古橋登壇資料
© mapconcierge, CC BY-SA 4.0 / ODbL 1.0
Taichi FURUHASHI
December 12, 2023
Tweet
Share
More Decks by Taichi FURUHASHI
See All by Taichi FURUHASHI
FOSS4G 2024 Belem, SotM LatAm 2024 Belem, FOSS4G Asia 2024 Bangkok 個人的ふりかえり
fullfull
0
85
20241211_StateoftheFOSS4G2024.pdf
fullfull
0
34
20241210_DRONEBIRD.pdf
fullfull
0
43
20241210_UNVTPortable.pdf
fullfull
0
25
DRONEBIRDs ARE GO! | Taichi FURUHASHI
fullfull
0
70
PLATEAU concierge v0.1 | PLATEAU AWARD 2024
fullfull
0
35
「Disaster Management Policies B」特別講義 How to edit the OpenStreetMap 古橋資料
fullfull
0
36
20241111_GEOINTの最新動向_古橋
fullfull
0
160
Power of Open Mapping | Taichi Furuhashi, Aoyama Gakuin Univ.
fullfull
1
55
Other Decks in Education
See All in Education
Info Session MSc Computer Science & MSc Applied Informatics
signer
PRO
0
180
今から始める8bits CPU アセンブラ言語
sapi_kawahara
0
450
Dashboards - Lecture 11 - Information Visualisation (4019538FNR)
signer
PRO
1
2k
子どものためのプログラミング道場『CoderDojo』〜法人提携例〜 / Partnership with CoderDojo Japan
coderdojojapan
4
16k
IMU-00 Pi
kanaya
0
360
ANS-C01_2回不合格から合格までの道程
amarelo_n24
1
230
Pythonパッケージ管理 [uv] 完全入門
mickey_kubo
19
12k
Design Guidelines and Principles - Lecture 7 - Information Visualisation (4019538FNR)
signer
PRO
0
2.4k
Webリテラシー基礎
takenawa
0
1.7k
教員向け生成AI基礎講座(2025年3月28日 東京大学メタバース工学部 ジュニア講座)
luiyoshida
1
500
生成AIとの上手な付き合い方【公開版】/ How to Get Along Well with Generative AI (Public Version)
handlename
0
430
Open Source Summit Japan 2025のボランティアをしませんか
kujiraitakahiro
0
510
Featured
See All Featured
Fantastic passwords and where to find them - at NoRuKo
philnash
51
3.3k
Done Done
chrislema
184
16k
Automating Front-end Workflow
addyosmani
1370
200k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Building an army of robots
kneath
306
45k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
357
30k
Embracing the Ebb and Flow
colly
85
4.7k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
233
17k
Unsuck your backbone
ammeep
671
58k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
16k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
137
34k
[RailsConf 2023] Rails as a piece of cake
palkan
55
5.6k
Transcript
@౦ژେֶσʔλ׆༻ࣾձγϯϙδϜ ݹڮେ ੨ࢁֶӃେֵֶ৽ٕज़ͱࣾձڞݚڀॴɾٿࣾձڞੜֶ෦ $SJTJT.BQQFST+"1"/ NBQPDPODJFSHF $$#:4" σδλϧπΠϯͰΔ ࣋ଓՄೳͳίϛϡχςΟͷະདྷ
None
@mapconcierge
IUUQTIEZDOFJTPOFPSH ."1DPODJFSHF
!NBQDPODJFSHF
!NBQDPODJFSHF
None
1SPKFDU1-"5&"6 ຽ࿈ܞɿ%ࢢϞσϧͷඋɾ׆༻ଅਐʹؔ͢Δݕ౼Պձ ࠲
None
ਤ
υϩʔϯඈͤΔ ਤ
ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ IUUQTZPVUVCFOY"G-VPGZ"
None
IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF
࠷ઌͷٕज़Λ ͲͷΑ͏ʹ ࣾձ࣮͍͔ͯ͘͠ ߦಈͰ͖Δਓࡐҭɻ
σδλϧπΠϯ
σδλϧπΠϯ.JDIBFM(SJFWFT ϛγΨϯେֶ ͕ఏএͨ֓͠೦ 0SJHJOTPGUIF%JHJUBM5XJO$PODFQU IUUQTXXXSFTFBSDIHBUFOFUQVCMJDBUJPO@0SJHJOT@PG@UIF@%JHJUBM@5XJO@$PODFQU
ͱͱۀͰൃୡͨ֓͠೦͕ ࢢʹ֦ு͞Εͨ
IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM
IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ
21 https://www.mlit.go.jp/plateau/learning/
(PPHMF&BSUIͱ Կ͕ҧ͏ͷ͔ʁ
ʮσδλϧπΠϯ ηϚϯςΟοΫʯ
24 https://www.mlit.go.jp/plateau/learning/
25 https://www.mlit.go.jp/plateau/learning/
26 https://www.mlit.go.jp/plateau/learning/ ڠௐྖҬ 0QFO%BUB
27 https://www.mlit.go.jp/plateau/learning/ ڝ૪ྖҬ 1SPQSJFUBSZ
28 https://www.mlit.go.jp/plateau/learning/ ڝ૪ྖҬ 1SPQSJFUBSZ ڠௐྖҬ 0QFO%BUB
29 https://www.mlit.go.jp/plateau/learning/
IUUQTXXXNMJUHPKQQMBUFBV
IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ
IUUQTLFOJUXPSMEJUDPMMBCPSBUFPOQPJOUDMPVEIUNM
IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU
1SPKFDU1-"5&"6 ౦ژσδλϧπΠϯ 7*356"-4)*;60," Φʔ ϓϯσʔλ
͔͠͠
ࠓͷຊ ʮΦʔ ϓϯσʔλʯ ఏڙऀ͕ ʮߦʯଆʹภΓ͍͗ͯ͢Δɻ
࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
None
None
None
None
େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢ ࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
ྫ͑ 0QFO4USFFU.BQͷ߹
None
ݸਓϘϥϯςΟΞ͕ ؤு͍ͬͯΔΑ͏ʹΈ͑Δ͚Ͳ
࣮ɺاۀ͔Βͷ ίϯτϦϏϡʔτ͕ େ͖ͳݪಈྗʹͳ͍ͬͯΔ
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF .BQQFST
࣮ࡍʹ ଟ͘ͷاۀ͕ӦརతͰ 0QFO4USFFU.BQσʔλΛ ׆༻͍ͯ͠Δɻ
None
൴Β୯ʹ ϑϦʔϥΠυ͍ͯ͠Δ͚ͩͰ ͳ͍
None
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
+FOOJOHT"OEFSTPO $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG IUUQTXXXNEQJDPN
େنʹϑϦʔϥΠυͯ͠ ߩݙ͍ͯ͠ͳ͍ͷ /JBOUJD͚ͩͩͬͨ ʢ݄࣌ʣ
IUUQTNFEJVNDPNGVSVIBTIJMBCTIPXUIFOJBOUJD fl BHBCFEDFB
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
None
େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢ ࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
None
ͦͦ ͳͥࡾ࣍ݩͷσδλϧπΠϯ͕ ॏཁͳͷ͔ʁʁʁ
ࢢͷࡾ࣍ݩਤͷ ඞཁੑ
lզʑɺೋ࣍ݩਤͰ ेͬͯ͜Εͨz
౷తͳ(*4 ࣍ݩਤPS࣍ݩਤͰ ࢢΛ၆ᛌ͖ͯͨ͠
ຊʹ ࡾ࣍ݩਤඞཁͳͷͩΖ͏͔ʁ
%PS % ˣ % ͷϝϦοτ ͦΕ΄Ͳଟ͘ͳ͍
Ή͠ΖɺۭؒΛۉҰͳ݅Ͱ ੳ͢Δʹ όΠΞεͷ͔͔Βͳ͍ %ͷ΄͏͕͍͍ͯΔ߹͕ଟ͍
&HPDFOUSJD ΤΰηϯτϦοΫ ਓؒઢʢ'17 517ʜʣ (FPDFOUSJD δΦηϯτϦοΫ ਤઢ Φϧι Լࢹ +"-FWJOF
$.,PU[ /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO
&HPDFOUSJD ΤΰηϯτϦοΫ (FPDFOUSJD δΦηϯτϦοΫ +"-FWJOF $.,PU[ /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO ࠓ·Ͱͷ(*4ͷΞϓϩʔν
&HPDFOUSJD ΤΰηϯτϦοΫ (FPDFOUSJD δΦηϯτϦοΫ +"-FWJOF $.,PU[ /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO σδλϧπΠϯͪ͜Β͕ಘҙ
ΤΰηϯτϦοΫͳ ۭؒͷଊ͑ํ ʲ࣮ྫʳ
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε ݹڮՃච IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
%"*,*.JOUΑΓҾ༻ IUUQEBJLJTMNBNFDPNFIUNM δΦηϯτϦοΫͳ༉ 9 : ; "UUSJCVUJPO
%"*,*.JOUΑΓҾ༻ ݹڮՃච IUUQEBJLJTMNBNFDPNFIUNM δΦηϯτϦοΫͳ༉ 9 : ; "UUSJCVUJPO
δΦηϯτϦοΫͳ φϏͩͱ ઍਘ佂但ͷͱ͜Ζʹ ḷΓண͚ͳ͔ͬͨՄೳੑ͕ߴ͍
ٶ࡚ॣ δΦηϯτϦοΫͳφϏͰͳ͘ ؍٬͕ཧղ͍͢͠ ΤΰηϯτϦοΫͳදݱΛ બΜͩͷͰͳ͍ͩΖ͏͔
1-"5&"6ͷར༻ࣄྫ ΤΰηϯτϦοΫͳࢹ͕ଟ͍ IUUQTUXJUUFSDPN.JUBNB4BLVNBSVTUBUVT IUUQTUXJUUFSDPNOPSJUTVOFUTVOFTUBUVT IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF
IUUQTOFXTNZOBWJKQBSUJDMF
ࢢͷࡾ࣍ݩਤ͕࣋ͭՁΛ Ҿ͖ग़͢ʹ ΤΰηϯτϦοΫʹ ࢢΛΔࢹ͕ ॏཁͰͳ͍ͩΖ͏͔
ΤΰηϯτϦοΫ ਓ͚ؒͩͰͳ͘ ແਓػʢυϩʔϯʣΛؚΊͨ ϞϏϦςΟશൠʹ ͯ·Δ
ਓؒओମͷ ΤΰηϯτϦοΫͳ ࡾ࣍ݩਤσʔλ׆༻͕ ৽͍ࣾ͠ձΛ࡞Δɻ
ͦͷͨΊͷ ࡾ࣍ݩਤ ʢ܈ɾ%ࢢϞσϧɾࡾ࣍ݩۭؒ*%ʣ
σδλϧπΠϯͷ ຽओԽ
݄ ւ࠭ࡂ
ւࢢͱ ࡂڠఆక͍݁ͯ͠ͳ͔ͬͨɻ
ͷؾ݅ ௨ৗͷυϩʔϯ ӡ༻͍͠ɻ ʢશఱީܕυϩʔϯ͕ඞཁʣ
ؔऀ͔Β l੩Ԭ܈αϙʔτνʔϜʹ Λ͔͚ΒΕΔɻ
IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU
࠷ऴతʹ l੩Ԭ܈αϙʔτνʔϜz ͱͯ͠ ໊ࢀՃɻ
None
None
None
݄ ʹ ੩Ԭݝ͕υϩʔϯʹΑΔ ಈըࡱӨ
݄ ʹ ੩Ԭ܈αϙʔτνʔϜ͕ ղੳॲཧΛ࣮ࢪ
݄ ޕલʹ ΦϧιϞβΠΫը૾ͳͲ ϑΥτάϥϝτϦղੳ݁ՌΛ ڞ༗४උ
None
݄ ޕޙʹ (ۭؒใηϯλʔ্Ͱެ։ɻ ˍ
IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFUBUBNJJ[VTBOTIJ[VPLBQSFG
IUUQTYWJFXCPTBJHPKQWJFXJOEFYIUNM BQQJEGGGGDECCCFBGBG
݄ʙ ੩Ԭݝͱຽؒۀऀ͕࿈ܞͯ͠ ඃࡂͷۭࡱɾϨʔβʔܭଌΛ࣮ࢪɻ ɹɾ੩Ԭݝ͇᷂౦ ɹɾ੩Ԭݝ͇᷂ΠϯσΟʔωοτϫʔΫ
੩Ԭݝͷσʔλ ͯ͢Φʔ ϓϯσʔλͱͯ͠ެ։ʂ ˍ
ΦʔϓϯσʔλԽ͞ΕͨσʔλΛ ੩Ԭ܈αϙʔτνʔϜ͕ ࣍ʑͱੳɺମੵܭࢉͳͲ ఆྔԽ͞Εͨใͱͯ͠ ੩ԬݝʹϑΟʔυόοΫ
IUUQTHJUIVCDPNDSJTJTNBQQFSTKBQBOBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS
IUUQTDSJTJTNBQQFSTKBQBOHJUIVCJPBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS
ͦͷޙ ଓʑͱ(ۭؒใηϯλʔʹ ֤৫ͷσʔλ͕ެ։ʂ ݄ւࢢੴྲྀࡂ 5"(
IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFU UBHT&##&$&#&##&#&$'&'#&#&#%&"&#
੩Ԭ܈αϙʔτνʔϜ͕ ػೳͨ͠ཧ༝ ීஈ͔ΒͷίϛϡχςΟ׆ಈ 0QFOCZ%FGBVMUͷจԽ 4/4ʹΑΔޮతͳӡ༻
ল ͬͱૣ͘ެ։Ͱ͖ͨͣɻ ൃࡂʹެ։͢ΔͨΊͷ࢈ֶͷࡂ ରԠίϛϡχςΟ࿈ܞɻ ఆྔੳͷܭࢉख๏Φʔ ϓϯԽ Φʔ ϓϯͳσδλϧπΠϯσʔλͷ֦ॆ
IUUQTUPHFUUFSDPNMJ
෭ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗɺ͕࣌ม Θͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦඈ ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ؒ ͰݟΒΕΔɻͦΕΛݝி৫Ͱແ͘֎ͷํʑ ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓϯʹ͠ ͯɺ͜Μͳࣄ͕ग़དྷΔͱͬͯԼ͞Δํʑ ͍ͬͺ͍ɻʯ
෭ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗɺ͕࣌ มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ ඈͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ ؒͰݟΒΕΔɻͦΕΛݝி৫Ͱແ͘֎ͷ ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱͬͯԼ͞Δ ํʑ͍ͬͺ͍ɻʯ
ຊͷҙຯͰͷ ɹʮ0QFOCZ%FGBVMUʯ ࣾձ
ਤͷຽओԽ ετϦʔτϏϡʔͷຽओԽ ߤۭࣸਅͷຽओԽ σδλϧπΠϯͷຽओԽ
ଟ༷ͳࢢͷΦʔ ϓϯσʔλ͕ όϥϯεྑ͘ ఏڙɾߋ৽͞ΕΔ͜ͱͰ ॅΈ͍͢ࢢ͕࣮ݱͰ͖Δɻ
ͦͯ͠
ΦʔϓϯͰ͋Δ͔Βͦ͜ ʮܧଓੑʯ͕ੜ·Ε·͢ɻ
ߦ͚ͩʹґଘ͠ͳ͍ όϥϯεͷྑ͍ Φʔ ϓϯσʔλͷΤίγεςϜ͕ ࣋ଓՄೳͳ ίϛϡχςΟΛΓ·͢ɻ
None
None
ɹ า ͚ า ͚ɺ ଓ ͚Δ ͜ ͱ ͷ
େ ͞ ɻ “ Just keep walking, persistence paid off ” by Tadataka INO
ΈΜͳ͕ ࠓΑΓ͏Ұา σʔλΛڞ༗͢ΔΑ͏ʹͳͬͨΒ
ੈքͬͱ ྑ͘ͳΔͱ৴ͯ͡·͢ɻ
Ұԯ૯ҏೳԽ
@mapconcierge