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
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   EFGFNLDOPQRPSPOLTCLBCRU
   ৘ใͷੈք ୈ11ճ
   

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2. !"#$%
   • ࠓ೔ͷߨٛςʔϚ͸ʮ౎ࢢͷσʔλʯ
   
   
   • ʮ౎ࢢʯͱ͍͍ͭͭɺ͍ΖΜͳ࿩͕͋Γ·͢
   
   
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   • ͋ͱͰPOLITE3ͷϦϯΫूΛৼΓฦ͍ͬͯͩ͘͞
   
   
   • ͥͻʮࣗ෼͕ͲͷΑ͏ʹؔΘΕΔ͔ʯΛҙࣝ͠ͳ͕Β
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   2
   👀 WebαΠτͰͷσϞ͋Γ ಈը͋Γ
   

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3. !"#$%
   3
   લ൒ (25෼)
   
   
   ϝλόʔεɺPLATEAUɺ3DεΩϟϯ
   ޙ൒ (30෼)
   
   
   ஍ਤɺਓ޻Ӵ੕σʔλɺΦʔϓϯσʔλɺγϏοΫςοΫ
   খςετ (20෼)
   BreakɿRESASɹ(5෼)
   

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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
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   ɹਓʹΑͬͯઆ໌͕ҧ͏ʢٕज़༻ޠͰ͸Α͋͘Δ͜ͱʣ
   

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5. ()23.456789:;<=>?
   5
   ौ୩5GΤϯλʔςΠϝϯτϓϩδΣΫτ όʔνϟϧौ୩ ମݧϏσΦ https://youtu.be/1huL3qPm9JI
   

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6. ()23.@AB67CDDE?
   6
   όʔνϟϧळ༿ݪʰཽͱͦ͹͔͢ͷඣʱσδλϧలࣔձ https://door.ntt/vr_akihabara_ryutosobakasunohime_top0022/
   

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7. ()23.FGH6789:;<=>?
   7
   όʔνϟϧ৘ใେ https://cluster.mu/w/986f4f5a-b275-4193-9655-5dafc1e07fa9
   

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8. IJKLMN$OPQ).R7S01TUVW?
   • ஍Ҭ׆ੑԽͷͨΊͷϚΠϯΫϥϑτͰͷ࠶ݱϫʔϧυ੍࡞
   ͱeεϙʔπήʔϜͷ࣮ࢪ
   8
   Տݪ େ, ෱୔ ߁߂, eεϙʔπʹΑΔ஍Ҭ׆ੑԽʹؔ͢Δݚڀใࠂ ৽ͻ͔ͩொ੩಺࠶ݱϫʔϧυͷ੍࡞,
   ๺ւಓ৘ใେֶلཁ, ୈ33ר, ୈ1߸, pp.51-60, 2021
   

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9. XYZ[E=\9
   • ήʔϜΤϯδϯ(Unity / Unreal Engine)౳Ͱ࡞੒ͨ͠CGͷੈք(Simulation)ͰֶशσʔλΛूΊɺͦͷػցֶशϞσϧ
   Λݱ࣮ੈք(Real)ʹద༻͢Δ
   
   
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   9
   Autonomous car research with AirSim https://youtu.be/CauKo089zm0
   

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10. 👀
    ]^_`a_bcdUW)e
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11. ]^_`a_bfghi
    11
    e3d, ʲblenderʳϦΞϧͳ౎ࢢͷ࡞ΓํʂʢʙPLATEAUΛ༻͍Δํ๏ʙʣʢϘΠεϐʔΫղઆʣ https://youtu.be/MFBbbn4DVmM
    

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12. ]^_`a_bfghi
    12
    TokyoYoshida, https://twitter.com/jugemjugemjugem/status/1390917630547030018
    

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13. ]^_`a_bfghi
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    ౦ژύϥμΠϜ (TOKYO PARADIGM) / SG (ιΪϣϯ) Of
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14. jC*k31
    • Χϝϥ΍ڑ཭ηϯαΛ࢖ͬͯ3࣍ݩࡱӨ
    
    
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    14
    iPhoneͰ࢝ΊΔ3DεΩϟϯੜ׆ʛiwamaʛnote https://note.com/iwamah1/n/n5df9a5daaae4
    

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15. VlWmU&Wn#iojCpqrstuv
    15
    ཱମCG/ARͰ఻͑Δʮटཬ৓ʯʛNHKχϡʔεɹhttps://www.nhk.or.jp/vr/AR/shurijo/
    👀
    

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16. 6• toMapɿ3D౎ࢢϞ
    σϧϓϥοτϑΥʔ
    Ϝ(PLATEAUޓ׵)
    
    
    • ΈΜΩϟϓɿϑΥ
    τάϥϝτϦͷί
    ϯςετ
    16
    AR Time Machine Tour | toMap
    
    
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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
    

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18. Y]}w~=6^YC_E
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    XRΛָ͠Ήݚڀॴʛ͠͹ͺͺνϟϯωϧ, iPhoneͷLiDARͰ3DεΩϟϯͯ͠VRʹΞοϓ͢Δํ๏ https://youtu.be/i73gNe0BhDo
    

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19. _E•Y<6EwwZ]9\~
    19
    RoomPlan Overview - Augmented Reality - Apple Developer https://developer.apple.com/augmented-reality/roomplan/
    

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20. jC*k31€•s,-'.‚ƒ„
    • ݱ࣌఺Ͱ͸εΩϟϯਫ਼౓ͱ3DϓϦϯτͷਫ਼౓ɾՁ֨ͷ໰୊Ͱίεύతʹׂʹ߹Θͳ͍
    
    
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    20
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    https://www.itmedia.co.jp/news/articles/2202/16/news124.html
    

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21. EaX_Xo…†‡ˆ‰Š‹*Œ•6
    21
    RESAS ஍Ҭܦࡁ෼ੳγεςϜ https://resas.go.jp
    👀
    • ಺ֳ෎ɾܦࡁ࢈ۀল
    

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22. VN@LW
    • RESASΛ࢖ͬͯɺग़਎ࢢொଜͷاۀ਺Λώʔτ
    ϚοϓͰදࣔ͠·͠ΐ͏
    
    
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    Δʯ
    
    
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    • ٳܜ΋͜ͷؒʹ͍ͯͩ͘͠͞
    

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23. *S)W‹ŒŽ
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    23
    τϤλࣗಈं, Woven CityΠϝʔδϏσΦʢlong verʣhttps://youtu.be/jh7FHx8M3G0
    

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24. …•
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    24
    ෋ࢁࢢॅ୐஍ਤࣄ݅ʢ෋ࢁ஍൑ত࿨ʣ
    ʮҰൠʹɼ஍ਤ͸ɼ஍ٿ্ͷݱ৅Λॴఆͷه߸ʹΑͬͯɼ٬؍తʹදݱ͢Δ΋ͷ
    ʹ͗͢ͳ͍΋ͷͰ͋ͬͯɼݸੑతදݱͷ༨஍͕গ͘ɼจֶɼԻָɼ଄ܗඒज़্ͷ
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    Δ΋ͷͱ͍͏͜ͱ͕Ͱ͖Δɻʯ
    ஍ਤͱஶ࡞ݖ – ۨ୔ެԂߦ੓ॻ࢜ࣄ຿ॴ https://ootsuka-houmu.com/map/
    

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25. Dy=~X<>==• ΈΜͳͰͭ͘Δ஍ਤ (஍ਤͷWikipedia)
    
    
    • ΦʔϓϯσʔλɿOpen Data Commons Open Database License (ODbL)
    25
    

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26. …•‘…•
    • ΫϦΤΠςΟϒɾίϞϯζ(ޙड़) CC-BY 4.0 ޓ׵ϥΠηϯε
    
    
    • ਺஋ඪߴϞσϧΛ3Dग़ྗՄೳ
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    ஍ཧӃ஍ਤ / GSI Mapsʛࠃ౔஍ཧӃ https://maps.gsi.go.jp/
    👀
    

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27. …•‘…•jC#fgio_E’_
    • ஍ཧӃ஍ਤ3DΛ3DϓϦϯλͰҹ࡮
    
    
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    27
    ኍҪܛ Ҫ্๎࠸ ໌ੴ๜෉ ኍதᰜ ੁ໺༸৴
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28. x\y“w”6z6x\y“w”6X<:•Yw
    • Χοί͍͍஍ਤΛར༻/࡞੒Մೳ
    
    
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29. • Ҡಈي੻Ͱࣈ΍ֆΛඳ͘
    29
    –]X6C>\—Y~˜6z6–]X™š
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30. ›œ#L•žoX’_ŸU
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31. ¡#¢1£-‹¤1¥L•ž#¦§¨©oX’_ŸU
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32. –ww˜9=6a\><}6X<:•Yw
    • ߤۭಈըΛWebͰ࡞੒Մೳ
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33. –`ŸX
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    ͕σʔλΛ্ͭͬͯ͛͘Δ͜ͱͰɺΈΜͳ
    ͷੜ׆͕ศརʹͳ͍ͬͯΔ😊
    33
    

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34. `=99:;7Œ.)*?oª«,)'dU¬WVl)•
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35. ª«,)'fgi
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    ACTABA | Sagri https://sagri.tokyo/actaba/
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36. -_X_6Xy\®=_yy;67ª«,)'¯°±•²¬³´1?
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37. µ)d1,)'
    • Φʔϓϯͳ(ެ։͞Εͨ)σʔλʁ
    
    
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    ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ
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38. µ)d1,)'
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39. µ)d1,)'
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    ࡳຈࢢICT׆༻ϓϥοτϑΥʔϜ | DATA-SMART CITY SAPPORO
    
    
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    ๺ւಓΦʔϓϯσʔλϙʔλϧαΠτ
    https://www.harp.lg.jp/opendata/
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40. ¶·,)'
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41. Tn¸0ŒŽ¹º¢»1¼
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42. ‹½¬TŒ¬T
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