情報の世界 2022年度 第11回「都市のデータ」 #情報の世界 / Data of City 2022

2022年6月30日(木)に開催された北海道情報大学の講義「情報の世界」の第11回「都市のデータ 〜 メタバース,PLATEAU,地図,人工衛星データ,オープンデータ,シビックテック etc.」の講義資料

Transcript

1. 2022.06.30 ๺ւಓ৘ใେֶ ৘ใϝσΟΞֶ෦ ৘ใϝσΟΞֶՊ ౬ଜ ཌྷ !"#$%& (&)%*+,-./0.1+23+4567$%&+8%9:$%&+;<=>?=>'@ABC DEFGFHI'J'DEFGFKLM EFGFNLDOPQRPSPOLTCLBCRU ৘ใͷੈք ୈ11ճ
2. !"#$% • ࠓ೔ͷߨٛςʔϚ͸ʮ౎ࢢͷσʔλʯ • ʮ౎ࢢʯͱ͍͍ͭͭɺ͍ΖΜͳ࿩͕͋Γ·͢ • ͨͿΜ৘ใաଟͰ͢ • ͋ͱͰPOLITE3ͷϦϯΫूΛৼΓฦ͍ͬͯͩ͘͞ • ͥͻʮࣗ෼͕ͲͷΑ͏ʹؔΘΕΔ͔ʯΛҙࣝ͠ͳ͕Β ฉ͍͍ͯͩ͘͞ 2 👀 WebαΠτͰͷσϞ͋Γ ಈը͋Γ
3. !"#$% 3 લ൒ (25෼) ϝλόʔεɺPLATEAUɺ3DεΩϟϯ ޙ൒ (30෼) ஍ਤɺਓ޻Ӵ੕σʔλɺΦʔϓϯσʔλɺγϏοΫςοΫ খςετ (20෼) BreakɿRESASɹ(5෼)
4. &'()*+,-'./01 4 ίϯϐϡʔλ΍ίϯϐϡʔλωοτϫʔΫͷதʹ ߏங͞Εͨɺ3࣍ݩͷԾ૝ۭؒ΍ͦͷαʔϏεΛࢦ͢ ݱ࣮ͷੈք͔Βऩू༷ͨ͠ʑͳσʔλΛɺ·ΔͰ૒ࢠͰ ͋Δ͔ͷΑ͏ʹɺίϯϐϡʔλ্Ͱ࠶ݱ͢Δٕज़ͷ͜ͱ ϝλόʔε σδλϧπΠϯ ϝλόʔε - Wikipedia https://ja.wikipedia.org/wiki/ϝλόʔε σδλϧπΠϯͱ͸ʁҙຯɾఆٛ | ITτϨϯυ༻ޠ | NTTίϛϡχέʔγϣϯζ https://www.ntt.com/bizon/glossary/j-t/digital-twin.html ࣅͯΔ͚Ͳͪΐͬͱҧ͏ʢٕज़༻ޠͰ͸Α͋͘Δ͜ͱʣ ɹਓʹΑͬͯઆ໌͕ҧ͏ʢٕज़༻ޠͰ͸Α͋͘Δ͜ͱʣ
5. ()23.456789:;<=>? 5 ौ୩5GΤϯλʔςΠϝϯτϓϩδΣΫτ όʔνϟϧौ୩ ମݧϏσΦ https://youtu.be/1huL3qPm9JI
6. ()23.@AB67CDDE? 6 όʔνϟϧळ༿ݪʰཽͱͦ͹͔͢ͷඣʱσδλϧలࣔձ https://door.ntt/vr_akihabara_ryutosobakasunohime_top0022/
7. ()23.FGH6789:;<=>? 7 όʔνϟϧ৘ใେ https://cluster.mu/w/986f4f5a-b275-4193-9655-5dafc1e07fa9
8. IJKLMN$OPQ).R7S01TUVW? • ஍Ҭ׆ੑԽͷͨΊͷϚΠϯΫϥϑτͰͷ࠶ݱϫʔϧυ੍࡞ ͱeεϙʔπήʔϜͷ࣮ࢪ 8 Տݪ େ, ෱୔ ߁߂, eεϙʔπʹΑΔ஍Ҭ׆ੑԽʹؔ͢Δݚڀใࠂ ৽ͻ͔ͩொ੩಺࠶ݱϫʔϧυͷ੍࡞, ๺ւಓ৘ใେֶلཁ, ୈ33ר, ୈ1߸, pp.51-60, 2021
9. XYZ[E=\9 • ήʔϜΤϯδϯ(Unity / Unreal Engine)౳Ͱ࡞੒ͨ͠CGͷੈք(Simulation)ͰֶशσʔλΛूΊɺͦͷػցֶशϞσϧ Λݱ࣮ੈք(Real)ʹద༻͢Δ • ࣗಈӡసं΍ϩϘοτͳͲ෼໺Ͱ͔͞Μ 9 Autonomous car research with AirSim https://youtu.be/CauKo089zm0
10. 👀 ]^_`a_bcdUW)e 10 • ࠃ౔ަ௨লͷϓϩδΣΫτ • ݐ෺ͷ3DϞσϧ+ςΫε νϟͳͲ • Ұ෦ͷ౎ࢢͷΈ(ࡳຈ͋Γ) • ϒϥ΢βͷϏϡʔϫ͋Γ
11. ]^_`a_bfghi 11 e3d, ʲblenderʳϦΞϧͳ౎ࢢͷ࡞ΓํʂʢʙPLATEAUΛ༻͍Δํ๏ʙʣʢϘΠεϐʔΫղઆʣ https://youtu.be/MFBbbn4DVmM
12. ]^_`a_bfghi 12 TokyoYoshida, https://twitter.com/jugemjugemjugem/status/1390917630547030018
13. ]^_`a_bfghi 13 ౦ژύϥμΠϜ (TOKYO PARADIGM) / SG (ιΪϣϯ) Of fi cial Lyric Video https://youtu.be/SYRJiC9drko
14. jC*k31 • Χϝϥ΍ڑ཭ηϯαΛ࢖ͬͯ3࣍ݩࡱӨ • ϑΥτάϥϝτϦɿࣸਅͰεΩϟϯ • LiDARεΩϟφʔɿLiDAR(ϨʔβޫΛ༻͍ͨڑ཭ηϯα)ͰεΩϟϯ 14 iPhoneͰ࢝ΊΔ3DεΩϟϯੜ׆ʛiwamaʛnote https://note.com/iwamah1/n/n5df9a5daaae4
15. VlWmU&Wn#iojCpqrstuv 15 ཱମCG/ARͰ఻͑Δʮटཬ৓ʯʛNHKχϡʔεɹhttps://www.nhk.or.jp/vr/AR/shurijo/ 👀
16. 6<wx\y6z6{|k3d • toMapɿ3D౎ࢢϞ σϧϓϥοτϑΥʔ Ϝ(PLATEAUޓ׵) • ΈΜΩϟϓɿϑΥ τάϥϝτϦͷί ϯςετ 16 AR Time Machine Tour | toMap https://minc.app/Dm1Ae5a
17. Y]}w~=6^YC_E 17 iwama@iPhone LiDAR https://twitter.com/iwamah1/status/1541396633782722561 • iPhoneʹ΋LiDAR(ڑ཭ηϯα)͕౥ࡌ • iPhone 12ʙ13, Pro / Pro Max iwama@iPhone LiDAR https://twitter.com/iwamah1/status/1503644519249883136
18. Y]}w~=6^YC_E 18 XRΛָ͠Ήݚڀॴʛ͠͹ͺͺνϟϯωϧ, iPhoneͷLiDARͰ3DεΩϟϯͯ͠VRʹΞοϓ͢Δํ๏ https://youtu.be/i73gNe0BhDo
19. _E•Y<6EwwZ]9\~ 19 RoomPlan Overview - Augmented Reality - Apple Developer https://developer.apple.com/augmented-reality/roomplan/
20. jC*k31€•s,-'.‚ƒ„ • ݱ࣌఺Ͱ͸εΩϟϯਫ਼౓ͱ3DϓϦϯτͷਫ਼౓ɾՁ֨ͷ໰୊Ͱίεύతʹׂʹ߹Θͳ͍ • কདྷతʹਫ਼౓্͕͕ΓՁ͕֨Լ͕Δͱɾɾɾ🤔 20 εϚϗͰ3DεΩϟϯ͢Δ৽खͷ“σʔλట๮”ʹϫϯϑΣεӡӦ͸ܯռײɹ஫ҙשىͱରࡦ΁ - ITmedia NEWS https://www.itmedia.co.jp/news/articles/2202/16/news124.html
21. EaX_Xo…†‡ˆ‰Š‹*Œ•6 21 RESAS ஍Ҭܦࡁ෼ੳγεςϜ https://resas.go.jp 👀 • ಺ֳ෎ɾܦࡁ࢈ۀল
22. VN@LW • RESASΛ࢖ͬͯɺग़਎ࢢொଜͷاۀ਺Λώʔτ ϚοϓͰදࣔ͠·͠ΐ͏ • ʮ࢈ۀߏ଄Ϛοϓʯˠʮશ࢈ۀʯˠʮاۀ਺ʯ • දࣔϨϕϧΛࢦఆ͢Δɿʮࢢொଜ୯ҐͰදࣔ͢ Δʯ • ώʔτϚοϓಡΈࠐΈɿʮಁա཰50%ʯ • ஍ਤʹϚ΢εΧʔιϧΛ৐ͤΔͱاۀ਺͕දࣔ͞Ε ·͢ɻपғͷࢢொଜ΍ࡳຈࢢͱൺֱ͠·͠ΐ͏ • ࡞ۀ࣌ؒ5෼ • ٳܜ΋͜ͷؒʹ͍ͯͩ͘͠͞
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24. …• • ஍ਤ΋σʔλͷҰछɿͩΕ͔͕࡞͍ͬͯΔ • ஍ਤʹ΋ஶ࡞ݖ͕͋Δ 24 ෋ࢁࢢॅ୐஍ਤࣄ݅ʢ෋ࢁ஍൑ত࿨ʣ
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    ஍ਤͱஶ࡞ݖ – ۨ୔ެԂߦ੓ॻ࢜ࣄ຿ॴ https://ootsuka-houmu.com/map/
25. Dy=~X<>==<x\y • ΈΜͳͰͭ͘Δ஍ਤ (஍ਤͷWikipedia) • ΦʔϓϯσʔλɿOpen Data Commons Open Database License (ODbL) 25
26. …•‘…• • ΫϦΤΠςΟϒɾίϞϯζ(ޙड़) CC-BY 4.0 ޓ׵ϥΠηϯε • ਺஋ඪߴϞσϧΛ3Dग़ྗՄೳ 26 ஍ཧӃ஍ਤ / GSI Mapsʛࠃ౔஍ཧӃ https://maps.gsi.go.jp/ 👀
27. …•‘…•jC#fgio_E’_ • ஍ཧӃ஍ਤ3DΛ3DϓϦϯλͰҹ࡮ • ਁਫγϛϡϨʔγϣϯ+ॅຽආ೉γϛϡϨʔγϣϯͷ݁ՌΛϓϩδΣΫγϣϯϚοϐϯάͰՄࢹԽ 27 ኍҪ
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28. x\y“w”6z6x\y“w”6X<:•Yw • Χοί͍͍஍ਤΛར༻/࡞੒Մೳ • Unity, JavaScriptͳͲͰ΋ར༻Մ 28 Mapbox StudioʛMapbox https://www.mapbox.jp/mapbox-studio
29. • Ҡಈي੻Ͱࣈ΍ֆΛඳ͘ 29 –]X6C>\—Y~˜6z6–]X™š ΫϦενʔω߶ా, https://twitter.com/tkgc446/status/1525686516856815618 Kuniharu Higano, GPS Drawing×৽ๅౡ, https://www.instagram.com/reel/CZpqE5LhsA2/
30. ›œ#L•žoX’_ŸU • আઇंͷGPSଌҐσʔλʹΑΔૉඳ 30
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32. –ww˜9=6a\><}6X<:•Yw • ߤۭಈըΛWebͰ࡞੒Մೳ 32 Google Earth Studio https://www.google.com/intl/ja/earth/studio/
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34. `=99:;7Œ.)*?oª«,)'dU¬WVl)• • ܦࡁ࢈ۀলओಋɺ͘͞ΒΠϯλʔωοτ͕ӡӦ 34 Tellus https://www.tellusxdp.com/platform/ 👀
35. ª«,)'fgi 35 ACTABA | Sagri https://sagri.tokyo/actaba/ ೶ۀ ஍Ձ ʮ໷໌Δ͍ͱ͜Ζ͸౔஍ͷՁ͕֨ߴ͍ʁ ໷ؒޫͱ౔஍Ձ֨ͷ૬ؔΛௐࠪͯ͠Έͨʂʯ | ஦ാ https://sorabatake.jp/27232/
36. -_X_6Xy\®=_yy;67ª«,)'¯°±•²¬³´1? • 2022೥͸10/01-02։࠵ (ࡳຈͰ΋։࠵༧ఆ) 36 NoMaps2019ձظதʹNASAओ࠵ͷੈք࠷େͷϋοΧιϯʹࡳຈ͔Β௅ઓ : - ASCII STARTUP https://ascii.jp/elem/000/002/007/2007626/
37. µ)d1,)' • Φʔϓϯͳ(ެ։͞Εͨ)σʔλʁ • Φʔϓϯσʔλͷఆٛ 37 ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ ౳Λ௨ͯ͡༰қʹར༻ʢՃ޻ɺฤूɺ࠶഑෍౳ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲໨ʹ΋֘ ౰͢ΔܗͰެ։͞ΕͨσʔλΛΦʔϓϯσʔλͱఆٛ͢Δɻ 1.Ӧར໨తɺඇӦར໨తΛ໰Θͣೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨ΋ͷ 2.ػց൑ಡʹదͨ͠΋ͷ 3.ແঈͰར༻Ͱ͖Δ΋ͷ Φʔϓϯσʔλجຊࢦ਑ ʢฏ੒29೥5݄30೔ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆʣ
38. µ)d1,)' • ͍Β͢ͱ΍͸ (લϖʔδͷఆٛʹ͓͍ͯ͸) ΦʔϓϯσʔλͰ͸ͳ͍ • ೋ࣍ར༻(࠶഑෍)ΛೝΊ͍ͯͳ͍ 38
39. µ)d1,)' 39 ࡳຈࢢICT׆༻ϓϥοτϑΥʔϜ | DATA-SMART CITY SAPPORO https://data.pf-sapporo.jp/ ๺ւಓΦʔϓϯσʔλϙʔλϧαΠτ https://www.harp.lg.jp/opendata/ 👀
40. ¶·,)' • ਓͷྲྀΕ(௨ߦऀ਺)ͷσʔλ • ࡳຈͰ͸νΧϗɺΦʔϩϥλ΢ϯɺϙʔϧλ΢ϯͷσʔλ͕ެ։ 40 ळ݄ిࢠ௨঎, ύϥϥοΫεࣾ ௒Ի೾ڑ཭ηϯαʔϞδϡʔϧ https://akizukidenshi.com/ catalog/g/gM-05400/ 3,980ԁ ࡳຈӺલ௨஍ԼาߦۭؒʢνɾΧɾϗʣʰ௨ߦྔʢ࣌ؒผʣʱ View | DATA-SMART CITY SAPPOR O https://data.pf-sapporo.jp/toshinbuchikakuukan_tuukouryou_02_view
41. Tn¸0ŒŽ¹º¢»1¼ 41 • σʔλͷదਖ਼ͳ࠶ར༻Λଅਐ͢ΔͨΊͷϥΠηϯε(ར༻ن໿) • ΦʔϓϯσʔλͷϥΠηϯεͱͯ͠Α͘࢖ΘΕΔ BY ND NC SA ΫϦΤΠςΟϒɾίϞϯζɾϥΠηϯεͱ͸ | ΫϦΤΠςΟϒɾίϞϯζɾδϟύϯ https://creativecommons.jp/licenses/
42. ‹½¬TŒ¬T 42 • Code for Japanɿ೔ຊͷγϏοΫςοΫΛଅਐ͢ΔඇӦརஂମ • ϒϦήʔυɿ֤஍ҬͷγϏοΫςοΫίϛϡχςΟ • Code for Sapporo΋͋ΔΑ Ұൠࣾஂ๏ਓίʔυɾϑΥʔɾδϟύϯ | Code for Japan https://www.code4japan.org/
43. ‹½¬TŒ¬T#hi¾¿ 43 ͬ͞ΆΖอҭԂϚοϓ by Code for Sappor o https://papamama.codeforsapporo.org/ ಓ಺ͷ࠷৽ײછಈ޲ | ๺ւಓ ৽ܕίϩφ΢Πϧε·ͱΊαΠτ https://stopcovid19.hokkaido.dev/
44. ‹½¬TŒ¬T#hi¾¿ 44 Code for Japan, ͷͼ͠Ζɺ͓΋͠ΖͬɻγϏοΫςοΫ - γϏοΫςοΫͷࣄྫ঺հ(JPʣ https://youtu.be/8M9H6H77v6k
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