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地図の民主化が紡ぐデジタルツインの未来 | INTERACTION 2022

地図の民主化が紡ぐデジタルツインの未来 | INTERACTION 2022

第26回 一般社団法人情報処理学会シンポジウム INTERACTION 2022
古橋 基調講演 資料
2022/03/01

© mapconcierge, CC BY-SA 4.0

furuhashlab

March 01, 2022
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  1. */5&3"$5*0/ୈճҰൠࣾஂ๏ਓ৘ใॲཧֶձγϯϙδ΢Ϝ
    ݹڮେ஍
    ೔ຊ஍ਤֶձ੨ࢁֶӃେֶ$SJTJT.BQQFST+"1"/
    ࡂ֐υϩʔϯٹԉୂ%30/*3%ୂ௕
    ˜NBQPDPODJFSHF $$#:4"
    ஍ਤͷຽओԽ͕๰͙
    σδλϧπΠϯͷະདྷ

    View Slide

  2. ࠓ೔

    ͜ͷϓϨθϯࢿྉΛ
    શ໘తʹมߋ͠·ͨ͠ɻ

    View Slide

  3. ΢ΫϥΠφةػ
    ʙ

    View Slide

  4. ߴ౓ͳ৘ใԽࣾձ͕
    Α͏΍͘౸དྷ͠Α͏ͱ͍ͯ͠Δ
    ೥ʹ
    ࠷ѱͳࣄ͕ى͖͍ͯΔɻ

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  5. ΠϯλʔωοτΛܦ༝ͯ͠
    ༷ʑͳ৘ใ͕ੈքதʹ
    ඈͼަ͍ͬͯΔɻ

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  6. ༷ʑͳओٛɾओு͕
    ͋Δ͚ΕͲ

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  7. Ͳ͏͔ɺ
    ࣗ෼ͷखͰʮ৘ใʯΛೖख͠ɺ
    ෼ੳ͠ɺ൑அ͠ɺߦಈ͍ͯͩ͘͠͞ɻ

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  8. ͜Ε͔Β
    ͓࿩͢Δ಺༰ͷ΄ͱΜͲʹ
    ڞ௨͍ͯ͠Δ͜ͱ͸

    View Slide

  9. ৘ใΛೖख͢Δ
    ʮ؍࡯ྗʯ
    ʹ

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  10. 4UFWF$PBTU͕೔ຊʹདྷͨͱ͖ʜ

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  11. ʮ0QFO4USFFU.BQ͸
    00%"ϧʔϓΛ
    ͍͔ʹૉૣ͘ճ͔͕͢ॏཁͩʯ
    ൴͸͜͏ݴ͍·ͨ͠ɻ

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  12. 00%"MPPQ +PIO#PZE

    IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ

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  13. ʮ؍࡯ྗʯΛߴΊΔʹ͸
    ؍࡯ऀΛ૿΍͢

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  14. ʮ؍࡯ྗʯΛߴΊΔʹ͸
    ؍࡯ऀΛ૿΍͢
    ˠΫϥ΢υιʔγϯά

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  15. IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS

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  17. ͜ͷӴ੕ը૾͔ΒಡΈऔΕΔ΋ͷ͸ͳΜͰ͔͢ʁ

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  18. ͜͜͸Ͳ͜ͳͷ͔ʁ

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  19. ͜ͷը૾͸ϑΣΠΫͰ͸ͳ͍ͷ͔ʁ

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  20. ຊ౰ʹ࣮ࡏ͢Δͷ͔ʁ

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  21. 6λʔϯཱମڮ

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  22. View Slide

  23. ೔ࣹͷํ޲

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  24. ͜ͷը૾͸ೆ๺͕ٯస͍ͯ͠Δ
    Ӵ੕ը૾Ͱ͋Δɻ

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  25. Ͱ͸ɺ(PPHMF&BSUIͰ
    ͜ͷ৔ॴ͕࣮ࡏ͢Δ͔
    ֬ೝͯ͠Έ·͠ΐ͏ɻ

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  26. 6λʔϯཱମڮ

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  27. View Slide

  28. ͳʹ͔ҧ͏ʁʁʁ

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  29. 6λʔϯཱମڮ

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  30. װ



    ೶஍ɾ૲஍
    Տ

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  31. ΋͏Ұ౓
    (PPHMF&BSUIΛ֬ೝ

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  32. View Slide

  33. View Slide

  34. (PPHMF&BSUIʹ
    ܝࡌ͞Ε͍ͯͨӴ੕ը૾͸
    ೥ͷ΋ͷ

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  35. ͜ΕΒͷ൑அͱ
    Ґஔิਖ਼ʢδΦϦϑΝϨϯεʣ
    Λߦ͍
    ,.;ϑΝΠϧΛ
    (JU)VCʹެ։ɻ

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  36. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB

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  37. ಉ࣌ʹ
    5XJUUFS 'BDFCPPL౳Ͱ
    ৘ใެ։

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  38. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

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  39. ଉΛٵ͏Α͏ʹ
    (JU)VCͱ5XJUUFS
    ͸࢖͏΋ͷɻ

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  40. ͢Δͱ
    ࣗવͱ஥͕ؒू·Γ·͢ɻ

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  41. IUUQTUXJUUFSDPNIXUOWTUBUVT

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  42. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBQVMMT RJT"QSJT"DMPTFE

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  43. େࣄͳ͜ͱͳͷͰ
    ܁Γฦ͠·͢ɻ

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  44. ଉΛٵ͏Α͏ʹ
    (JU)VCͱ5XJUUFS
    ͸࢖͏΋ͷɻ

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  45. ެ։ͨ͠σʔλ͸

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  46. (PPHMF&BSUIͰ
    ϓϩοτͰ͖Δ͜ͱͰ
    ༷ʑͳ෼ੳʹͭͳ͕Δ

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  47. ΩʔϑʢΩΤϑʣͷத৺෦·Ͱ
    Ͳͷ͘Β͍ͷڑ཭ͳͷ͔ʁ

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  48. View Slide

  49. ʮ؍࡯ྗʯΛߴΊΔʹ͸
    ؍࡯ऀΛ૿΍͢

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  50. ʮ؍࡯ྗʯΛߴΊΔʹ͸
    ؍࡯ऀΛ૿΍͢
    ˠΫϥ΢υιʔγϯά

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  51. ଞʹ΋

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  52. ৴པͷ͓͚Δ
    :PV5VCF-JWFΧϝϥΛ
    ΢Σϒ஍ਤʹల։͢Δ
    ׆ಈ

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  53. IUUQTUXJUUFSDPNOBHJYTUBUVT

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  54. IUUQTOBHJYHJUIVCJPVLSBJOFMJWFDBNT

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  55. ආ೉ຽͷࢧԉΛ
    ΑΓεϜʔζʹߦ͏ͨΊͷ
    ΢ΫϥΠφࠃڥ෇ۙ
    0QFO4USFFU.BQۓٸϚοϐϯά

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  56. IUUQTMJOLNFEJVNDPN)/7JK'/YOC

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  57. Ͳ͏͔ɺ
    ࣗ෼ͷखͰʮ৘ใʯΛೖख͠ɺ
    ෼ੳ͠ɺ൑அ͠ɺߦಈ͍ͯͩ͘͠͞ɻ

    View Slide

  58. ͦͷͨΊʹ
    ʮ؍࡯ྗʯ
    Λ
    ݚ͗੅·͍ͤͯͩ͘͞ɻ

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  59. ͔͜͜Βຊ୊Ͱ͢ɻ

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  60. վΊͯʜ
    ࣗݾ঺հ

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  61. ݹڮେ஍5BJDIJ'636)"4)*
    !NBQDPODJFSHF

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  62. ஍ਤ԰

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  63. ஍ਤ԰
    υϩʔϯ΋ඈ͹ͤΔ

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  64. ஍ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ

    IUUQTZPVUVCFOY"G-VPGZ"

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  65. View Slide

  66. IUUQTGVSVIBTIJMBCHJUIVCJP6/[email protected])[email protected]%SPOF

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  67. ͍֮͑ͯ·͔͢ʁ

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  68. (PPHMF.BQT͕
    ͜ͷੈʹొ৔ͨ͠ͱ͖ɻ

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  69. ೥݄(PPHMF.BQT
    ೥݄(PPHMF&BSUI

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  70. ͦΕ·Ͱͷ
    ஍ཧ৘ใγεςϜʢ(*4ʣͷ
    ֓೦͕େ͖͘มΘΓ·ͨ͠ɻ

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  71. (PPHMF.BQT&BSUI͕༩͑ͨΠϯύΫτ
    ϑϦʔϛΞϜϞσϧ
    ஍ٿ͸ؙ͍ͱ࠶ఆٛʢ4QIFSJDBM&BSUIʣ
    9:;λΠϧϓϩτίϧΛσϑΝΫτԽ
    ,.-ͷΦʔ
    ϓϯελϯμʔυԽ

    ϒϥ΢βυϦϒϯ

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  72. 2016
    (PPHMF.BQT&BSUIͷมભʢ೥ʣ
    ɹ˜NBQDPODJFSHF $$#:4"

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  73. ҰํͰ
    (PPHMF.BQT&BSUIͰ΋
    Ͱ͖ͳ͍น

    View Slide

  74. ֨ೲ͍ͯ͠Δ
    ஍ཧۭؒ৘ใσʔλͷ
    Φʔ
    ϓϯԽ

    View Slide

  75. ୭Ͱ΋ࣗ༝ʹ
    ڐ୚ෆཁͰ
    ঎༻ར༻Մೳ
    0QFO

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  76. ͦ͜Ͱ
    ೥ʹࢀըͨ͠ͷ͕
    0QFO4USFFU.BQ
    ͱ͍͏׆ಈ

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  77. 0QFO4USFFU.BQ
    5IF'SFF8JLJ8PSME.BQ

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  78. View Slide

  79. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

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  80. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

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  81. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

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  82. IUUQTEFNPGNBQDPNMBUMPO[PPNDBNFSBUIFUBDBNFSBQIJ

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  83. 8.4M
    Num. of Unique OSM User Accounts

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  84. 8,363,447 mappers in the world
    ( 2022/1/20 )

    http://osmstats.neis-one.org/

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  85. ஍ਤͷຽओԽ

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  86. ঎༻ར༻Մೳͳ
    0%C-ϥΠηϯε

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  87. 0QFO4USFFU.BQͷೋ࣍ར༻ྫ
    ɹ˜NBQDPODJFSHF $$#:4"

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  88. !""#$%&&'''()*+,-../(+.0&*1*0,(."$2/3.$"$&45567897:8994985;#<=,)>$".=1

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  89. Screenshot by Katsuyuki Sakanoshita

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  90. IUUQTOFXTNZOBWJKQBSUJDMF

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  91. $SJTJT.BQQJOH
    Y
    7(*7PMVOUFFSFE
    (FPHSBQIJD*OGPSNBUJPO
    (PPEDIJME

    +FTTJDB)FJO[FMNBO

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  92. http://vimeo.com/9182869

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  93. b y m a p c o n c i e rg e
    Before

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  94. b y m a p c o n c i e rg e
    After

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  95. b y m a p c o n c i e rg e
    Plotting a lot of Evacuation shelters

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  96. 4BUFMMJUFJNBHFT
    "FSJBM1IPUPT
    1MBOF%SPOF

    1BQFSNBQT
    POMZPQFODPOUFOUT

    (142;44
    Sources

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  97. sinsai.info Project
    ex.
    2011.3.11 in Japan

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  98. 98
    https://izuoshima26.crowdmap.com/

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  99. View Slide

  100. Photo by Noriyuki Hayashi

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  101. IUUQXXXDBTHPKQKQIPVEPVQEGDIJ[VQEG
    Damaged Map 5ZQIPPO:PMBOEB)BJZBO

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  102. CZ!NBQDPODJFSHF [email protected](9BOE04.DPODUJCVUPST

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  103. CZ!NBQDPODJFSHF [email protected](9BOE04.DPODUJCVUPST
    IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTVffFSJOHESPVHIU

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  104. CZ!NBQDPODJFSHF [email protected](9BOE04.DPODUJCVUPST
    IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTVffFSJOHESPVHIU

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  105. IUUQPTNUPXOTFOEKFOOJOHTDPNOFQBM
    OpenStreetMap response to the
    April 25 Earthquake in Nepal

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  106. IUUQQJFS[FOEFWPQFOTUSFFUNBQPSHIPUMFBflFU04.$PNQBSFCFGPSFBGUFSIUNM

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  107. IUUQUBTLTIPUPTNPSHQSPKFDU
    ۽ຊ ӹ৓ொΫϥΠγεϚοϐϯάλεΫ

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  108. ൃࡂલ

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  109. ൃࡂޙ

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  110. Ѩોେڮपลͷ౔࠭ࡂ֐
    IUUQXXXPQFOTUSFFUNBQPSHFEJU FEJUPSJENBQ

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  111. ՝୊͸ɺൃࡂޙͷ
    ਝ଎ͳߤۭࣸਅͷೖखɻ

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  112. View Slide

  113. IUUQSFTVMUNBQTOFJTPOFPSHPPPD [PPNMBUMPOMBZFST#5''5
    Active mappers in Tokyo area

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  114. IUUQSFTVMUNBQTOFJTPOFPSHPPPD [PPNMBUMPOMBZFST#5''5
    Active mappers in Tokyo area

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  115. 063(0"-
    IPVST
    ʢ஍਒ൃࡂޙʣ

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  116. ߤۭࣸਅͷຽओԽ

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  117. ࣄલͷࡂ֐ڠఆక͕݁
    ਝ଎ͳۭࡱͱ
    ࣏ࣗମ࿈ܞʹͭͳ͕Δɻ

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  118. View Slide

  119. View Slide

  120. /10૊৫ͱͯ͠
    ࣏ࣗମͱࡂ֐ڠఆక݁
    ೥݄ݱࡏ

    https://github.com/crisismappersjapan/agreement4dronebird_CMJxLGOV

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  121. શࠃ࣏ࣗମͱࡂ֐ڠఆక݁ʢ೥݄ݱࡏʣ
    https://github.com/crisismappersjapan/agreement4dronebird_CMJxLGOV

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  122. Odawara, Kanagawa, Japan, 2020

    View Slide

  123. Inagi, Tokyo, Japan, 2021

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  124. ୆෩߸ ߸ඃࡂ஍Ͱ
    ໿ฏํΩϩΛۭࡱɻ

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  125. ɹ© DRONEBIRD/CrisisMappers Japan, CC BY 4.0
    https://github.com/dronebird/oam_kanagawa20191014sagamihara00
    ૬໛ݪࢢ྘۠ ೥݄೔

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  126. ɹ© DRONEBIRD/CrisisMappers Japan, CC BY 4.0
    https://github.com/dronebird?q=kimitsu
    ܅௡ࢢ ೥݄೔

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  127. ೥݄೔
    ೤ւ౔࠭ࡂ֐

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  128. ೤ւࢢͱ͸
    ࡂ֐ڠఆ͸క͍݁ͯ͠ͳ͍ɻ

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  129. ౰೔ͷؾ৅৚݅͸
    ௨ৗͷυϩʔϯ͸
    ӡ༻೉͍͠ɻ
    ʢશఱީܕυϩʔϯ͕ඞཁʣ

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  130. ʮ7JSUVBM4IJ[VPLBʯ
    ʮ෋࢜ࢁνϟϨϯδϓϥοτϑΥʔϜʯ
    ؔ܎ऀ͔Β
    l੩Ԭ఺܈αϙʔτνʔϜʹ
    ੠Λ͔͚ΒΕΔɻ

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  131. IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU

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  132. ࠷ऴతʹ
    l੩Ԭ఺܈αϙʔτνʔϜz
    ͱ໊ͯ͠ࢀՃɻ

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  133. View Slide

  134. View Slide

  135. ೥݄೔ʹ
    ੩Ԭݝ͕υϩʔϯʹΑΔ
    ಈըࡱӨ

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  136. ೥݄೔ʹ
    ੩Ԭݝ͕υϩʔϯʹΑΔ
    ಈըࡱӨ
    ˠ݄೔ʹ੩Ԭ఺܈σʔλ
    αϙʔτνʔϜ͕ղੳ

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  137. ݄೔ޕલʹ
    ΦϧιϞβΠΫը૾ͳͲ
    ϑΥτάϥϝτϦղੳ݁ՌΛ
    ڞ༗४උ

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  138. View Slide

  139. ݄೔ޕޙʹ
    (ۭؒ৘ใηϯλʔ্Ͱެ։ɻ
    ˍ

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  140. IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFUBUBNJJ[VTBOTIJ[VPLBQSFG

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  141. IUUQTYWJFXCPTBJHPKQWJFXJOEFYIUNM BQQJEGGGGDECCCFBGBG

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  142. ݄೔ʙ೔
    ੩Ԭݝͱຽؒۀऀ͕࿈ܞͯ͠
    ඃࡂ஍ͷۭࡱɾϨʔβʔܭଌΛ࣮ࢪɻ
    ɹɾ੩Ԭݝ͇᷂౦೔
    ɹɾ੩Ԭݝ͇᷂΢ΠϯσΟʔωοτϫʔΫ

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  143. Φʔ
    ϓϯσʔλԽ͞ΕͨσʔλΛ
    ੩Ԭ఺܈αϙʔτνʔϜ͕
    ࣍ʑͱ෼ੳɺମੵܭࢉͳͲ
    ఆྔԽ͞Εͨ৘ใͱͯ͠
    ੩ԬݝʹϑΟʔυόοΫ

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  144. IUUQTHJUIVCDPNDSJTJTNBQQFSTKBQBOBUBNJJ[VTBOWTIJ[[email protected]

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  145. IUUQTDSJTJTNBQQFSTKBQBOHJUIVCJPBUBNJJ[VTBOWTIJ[[email protected]

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  146. ੩Ԭ఺܈αϙʔτνʔϜ͕
    ػೳͨ͠ཧ༝
    ීஈ͔ΒͷίϛϡχςΟ׆ಈ
    0QFOCZ%FGBVMUͷจԽ
    4/4ʹΑΔޮ཰తͳӡ༻

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  147. ൓ল఺
    ΋ͬͱૣ͘ެ։Ͱ͖ͨ͸ͣɻ
    ൃࡂ೔౰೔ʹެ։͢ΔͨΊͷ࢈׭ֶͷࡂ
    ֐ରԠίϛϡχςΟ࿈ܞɻ
    ఆྔ෼ੳͷܭࢉख๏΋Φʔ
    ϓϯԽ
    Φʔ
    ϓϯͳσδλϧπΠϯσʔλͷ֦ॆ

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  148. IUUQTUPHFUUFSDPNMJ

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  149. ೉೾෭஌ࣄ
    ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕ม
    Θͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦඈ
    ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ؒ
    ͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷํʑ
    ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓϯʹ͠
    ͯɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δํʑ
    ͍ͬͺ͍ɻʯ

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  150. ೉೾෭஌ࣄ
    ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕
    มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ
    ඈ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌
    ؒͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷ
    ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ
    ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δ
    ํʑ͍ͬͺ͍ɻʯ

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  151. ຊ౰ͷҙຯͰͷ
    ɹʮ0QFOCZ%FGBVMUʯ
    ࣾձ

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  152. ͜Ε͔Βͷ
    ஍ਤ͸Ͳ͏ͳΔ͔ʁ

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  153. Φʔ
    ϓϯͳ
    σδλϧπΠϯ

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  154. σδλϧπΠϯ͸.JDIBFM(SJFWFT ϛγΨϯେֶ
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  155. ΋ͱ΋ͱ੡଄ۀͰൃୡͨ֓͠೦͕
    ౎ࢢʹ֦ு͞Εͨ

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  156. IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM

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  157. 157
    https://www.mlit.go.jp/plateau/learning/

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  158. (PPHMF&BSUIͱ

    Կ͕ҧ͏ͷ͔ʁ

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  159. ʮσδλϧπΠϯ͸
    ηϚϯςΟοΫʯ

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  160. 160
    https://www.mlit.go.jp/plateau/learning/

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  161. (PPHMF&BSUI͸

    ྺ࢙తʹ͸

    lσδλϧΞʔεzͷܥේ
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    ηϚϯςΟοΫલఏͰ͸ͳ͔ͬͨ

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  162. "MCFSU"SOPME(PSF+S
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  163. IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

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  164. .FUBWFSTF
    ϝλόʔε
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    Կ౓Ͱ΋ࣦഊͰ͖ΔγϛϡϨʔγϣϯ؀ڥ
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    σδλϧ஍ٿ্ّͰՄࢹԽ
    ΦϯϥΠϯͰՄࢹԽΛڞ༗
    δΦηϯτϦοΫ
    ΞόλʔΦϦΤϯςου
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    73ۭ͕ؒલఏɻϦΞϧۭؒ΁ͷ֦ுՄೳʢY3ʣ
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    ηϚϯςΟοΫͳࡾ࣍ݩۭؒϞσϧ
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    ਓؒͷײ֮ʢޒײʣ࠶ݱੑΛॏࢹ
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  165. 165
    https://www.mlit.go.jp/plateau/learning/
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  166. 166
    https://www.mlit.go.jp/plateau/learning/
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  167. 167
    https://www.mlit.go.jp/plateau/learning/

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  168. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ

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  169. IUUQTUXJUUFSDPN.JUBNB4BLVNBSVTUBUVT IUUQTUXJUUFSDPNOPSJUTVOFUTVOFTUBUVT
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  170. 1SPKFDU1-"5&"6
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  171. ͔͠͠

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  172. ࠓͷ೔ຊ͸
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  173. ࢈ɾ׭ɾֶɾࢢຽ
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  174. View Slide

  175. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
    ࢈ɾ׭ɾֶɾࢢຽ
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  176. ྫ͑͹
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  177. اۀ͔Βͷ
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  178. +FOOJOHT"OEFSTPO
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  179. +FOOJOHT"OEFSTPO
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  180. େن໛ʹϑϦʔϥΠυͯ͠
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  181. IUUQTNFEJVNDPNGVSVIBTIJMBCTIPXUIFOJBOUJDflBHBCFEDFB

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  182. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
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  183. View Slide

  184. ݴ͏͚ͩͰ͸
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  185. ετϦʔτϏϡʔͷ
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  186. ετϦʔτϏϡʔͱ͍͑͹

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  187. View Slide

  188. Ͱ΋
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  189. ΋ͬͱࣗ༝ʹ࢖͑Δ
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  190. View Slide

  191. Φʔ
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  192. https://www.mapillary.com/360

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  193. IUUQTXXXNBQJMMBSZDPN

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  194. https://www.mapillary.com/app/?lat=35.56668611111112&lng=139.40266666666668&z=17&menu=false&pKey=rPaB0BhwRTpy_7Z6k31oBw&focus=photo&x=0.5097002855874749&y=0.3226481104316623&zoom=0

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  195. https://www.mapillary.com/app/?pKey=H8wioIgoZFucPG2B9un4zg&focus=photo&lat=34.772989&lng=138.015962&z=17

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  196. View Slide

  197. 1.7B
    Num. of Street-level imageries.
    https://www.mapillary.com
    ( 2021/9/8 )

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  198. https://www.mapillary.com/app/

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  199. https://www.mapillary.com/app/

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  200. https://www.mapillary.com/app/

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  201. https://www.mapillary.com/app/

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  202. 1.8M
    Num. of Street-level imageries by @mapconcierge
    https://www.mapillary.com
    ( 2022/2/17 )

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  203. ϑΥτάϥϝτϦʹΑΔ
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  204. .- ػցֶश

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  205. View Slide

  206. IUUQTXXXNBQJMMBSZDPNBQQ
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  207. ϝΠϯετϦʔτ͸σʔλ͕
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  208. %ͷ఺܈σʔλ͸
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  209. IUUQTXXXNBQJMMBSZDPNBQQ MBUMOH[NFOVGBMTFQ,FZGPDVTQIPUPY*OfiOJUZZ*OfiOJUZ[PPN

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  210. ిಈόΠΫͰ
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  211. ֵ ৽ ٕ ज़ ͱ ࣾ ձ ڞ ૑ ݚ ڀ ॴ
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  212. .BQJMMBSZ͕
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  213. Ҿ͖ଓ͖
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  214. ετϦʔτϏϡʔͷຽओԽ

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  215. ͜ͷσʔλ͔Β
    σδλϧπΠϯσʔλΛ
    ߋ৽Ͱ͖ΔͷͰ͸ʁ

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  216. ࢢຽࢀՃܕʹΑΔ
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  217. 217

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  218. View Slide

  219. ࠷ޙʹʜ

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  220. ౎ࢢͷࡾ࣍ݩ஍ਤͷ
    ඞཁੑ

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  221. lզʑ͸ɺೋ࣍ݩ஍ਤͰ΋
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  222. ఻౷తͳ(*4͸
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  223. ຊ౰ʹ
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  224. %PS
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  225. Ή͠ΖɺۭؒΛۉҰͳ৚݅Ͱ
    ෼ੳ͢Δʹ͸
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    %ͷ΄͏͕޲͍͍ͯΔ৔߹͕ଟ͍

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  226. &HPDFOUSJD
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  227. &HPDFOUSJD
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  228. &HPDFOUSJD
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  229. ΤΰηϯτϦοΫͳ
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  230. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε
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  231. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯεݹڮՃච
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  232. ˜%"*,*.JOUΑΓҾ༻ ݹڮՃච

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  233. δΦηϯτϦοΫͳ
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  234. ٶ࡚ॣ͸
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  235. 1-"5&"6ͷར༻ࣄྫ΋
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  236. IUUQTOFXTNZOBWJKQBSUJDMF

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  237. ౎ࢢͷࡾ࣍ݩ஍ਤ͕࣋ͭՁ஋Λ
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  238. ΤΰηϯτϦοΫ͸
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  239. ਓؒओମͷ
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  240. ֶੜͷΈͳ͞Μʹ
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  241. ࠓɺੈքͰى͖͍ͯΔ͜ͱʹ
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  242. Ͳ͏͔ɺ
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  243. ೔ຊதɾੈքத
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  244. ஍ཧۭؒ৘ใ͸
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  245. ͦΕͰ΋ɺ
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  246. ੈք͸΋ͬͱ
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  247. Ұԯ૯ҏೳԽ

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