알고리즘: 기술 사회의 연금술

Aa077de7164201e19f9ebc15713797b8?s=47 jongman
July 03, 2014
Technology
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알고리즘: 기술 사회의 연금술

7월 3일 제 1회 스쿱미디어 스타트업 세미나에서 발표한 내용입니다.

Aa077de7164201e19f9ebc15713797b8?s=128

jongman

July 03, 2014
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Transcript

  1. 1.
    None
  2. 2.

    (૓૞۽) উ֞ೞࣁਃ?

  3. 3.

    ҳઙ݅ • пઙ ೐۽Ӓې߁ ؀ഥ (ঢ়զ~) ! • http://algospot.com (’07~)

    ! • ঌҊ્ܻ ޙઁ ೧Ѿ ੹ۚ (’11) ! • DRW Trading Group (~’09) ! • GETCO (~’13)
  4. 4.

    Algorithms: ӝࣿ ࢎഥ੄ োӘࣿ @jongman

  5. 5.

    ੋޛ झޖҊѐ ! (അप ੋޛ, ݅ച/ࣗࢸ ١੢ੋޛ)

  6. 6.
    None
  7. 7.

    http://kr.akinator.com/

  8. 8.
    None
  9. 9.

    ੉޷૑ ܻࢎ੉૚

  10. 10.

    جد ⲛ

  11. 11.

    Context Aware Resizing

  12. 12.

    http://www.youtube.com/watch?v=c-SSu3tJ3ns

  13. 13.

    “୽࠙൤ ૓ࠁػ ӝࣿ਷ ݃ߨҗ ҳ࠙غ૑ ঋח׮.” ! - Arthur C.

    Clarke
  14. 14.

    җѢ੄ ݃ߨٜ

  15. 15.
    None
  16. 16.

    ֥ۄ਍ ੌٜ਷ যڌѱ ҳഅؼө?

  17. 17.

    ؀઺੄ ੋध.jpg

  18. 18.

    ൓݃ߨ.jpg

  19. 19.

    ݽܰח ੗ীѲ ݃ߨ੉૑݅ ! ইח ੗ীѲ ৘ࣿੌ ࡺ!

  20. 20.

    ௾ Ӓܿ਷ ঌ ࣻ ੓׮! “Ѩ࢝ ূ૓? ৉࢝ੋ ٜ݅যࢲ Ѩ࢝ೞҊ,

    ਊ۝ ݆ ਵפ ࠙࢑ ୊ܻ ੜ ೞҊ, झಅ Ѧ۞ղӝی ۘఊ न҃ ੜ ॄঠ૑.” “঴ҷ ੋध? ঴ҷ ਮҘ ੋधೞҊ, ׀௏ੑ ௼ӝی ਤ஖ ࢎਊ೧ࢲ ࠙ܨೞݶ غ૑.”
  21. 21.

    ੹࢑೟੉ അ؀੄ ݃ߨ੉ۄݶ ! ঌҊ્ܻ਷ Ӓ ӝୡ

  22. 22.

    ঌҊ્ܻ

  23. 23.

    ੤޷ হח ੿੄ • ডр਷ ݽഐೠ ੿੄: • “ஹೊఠо ઱য૓

    ੘সਸ ࣻ೯ೞח ߑߨ” • ࣗझ ௏٘ != ঌҊ્ܻ
  24. 24.

    ৘ઁ ޙઁ - ੿۳ [6,6,6,8,5,8,7,6,6,7,3] ! ਸ ੿۳ೞݶ ! [3,5,6,6,6,6,6,7,7,8,8]

  25. 25.

    ௱ࣗ౟ (T. Hoare, 1960)

  26. 26.
    None
  27. 27.
    None
  28. 28.

    ೠ ޙઁܳ ৈ۞ ߑߨਵ۽ ಽ ࣻ ੓যਃ

  29. 29.

    ൦౟: DTD

  30. 30.

    ࢎप ੑ۱਷ LG ࣽਤ! [6, 6, 6, 8, 5, 8,

    7, 6, 6, 7, 3]
  31. 31.

    ࠼ب ࣻܳ ࣁ੗ [6, 6, 6, 8, 5, 8, 7,

    6, 6, 7, 3] {3: 1, 5: 1, 6: 5, 7: 2, 8: 2}
  32. 32.

    ੿۳ Ѿҗ ࠂҳ! [6, 6, 6, 8, 5, 8, 7,

    6, 6, 7, 3] {3: 1, 5: 1, 6: 5, 7: 2, 8: 2} [3, 5, 6, 6, 6, 6, 6, 7, 7, 8, 8]
  33. 33.
    None
  34. 34.

    ࢜ ঌҊ્ܻ Ҋউ җ੿

  35. 35.

    ઱धై੗

  36. 36.

    оۅز੄ അੋ!

  37. 37.

    ੷੄ ޷ې.jpg

  38. 38.

    о੢ تਸ ݆੉ ߣ ҳрਸ ଺ইࠁ੗!

  39. 39.

    ׮ ೧ࠄ׮! …. …. …. …. …. ….

  40. 40.
    None
  41. 41.

    ࢿמ ஏ੿

  42. 42.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() 1ୌ 0.17ୡ

  43. 43.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() 1ୌ 0.17ୡ 1݅ 16ୡ

  44. 44.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() 1ୌ 0.17ୡ 1݅ 16ୡ 10݅

    1568ୡ
  45. 45.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() 1ୌ 0.17ୡ 1݅ 16ୡ 10݅

    1568ୡ 100݅ (ড) 43दр 1000݅ (ড) 181ੌ
  46. 46.
    None
  47. 47.

    ࢜ ই੉٣য: пѐѺ౵

  48. 48.

    ߈ਵ۽ ଂѐ੗! ੿׹ ҳр਷: • ৽ଃ ੺߈ী ੓Ѣա, য়ܲଃ ੺߈ী

    ੓Ѣա • ৽ଃীࢲ द੘ - য়ܲଃীࢲ ՘ = +
  49. 49.

    Ѧ୛ ੓ח ҃਋

  50. 50.
    None
  51. 51.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() divide…() 1ୌ 0.17ୡ 0.002ୡ 1݅

    16ୡ 0.02ୡ 10݅ 1568ୡ 0.2ୡ 100݅ (ড) 43दр 3ୡ 1000݅ (ড) 181ੌ 27ୡ
  52. 52.

    ࢜ ই੉٣য: ୭؀ч - ୭ࣗч

  53. 53.

    ޙઁ:

  54. 54.

    ই.. উظ

  55. 55.

    ૑Әө૑੄ ୭ࣗч!

  56. 56.
    None
  57. 57.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() divide…() fast() 1ୌ 0.17ୡ 0.002ୡ

    0.000008ୡ 1݅ 16ୡ 0.02ୡ 0.008ୡ 10݅ 1568ୡ 0.2ୡ 0.08ୡ 100݅ (ড) 43दр 3ୡ 0.8ୡ 1000݅ (ড) 181ੌ 27ୡ 8ୡ
  58. 58.

    Үള • э਷ ޙઁܳ ಹח ৈ۞ ߑߨٜ рী ௾ ࢿמ

    ର ੉о ੓׮! • ੑ۱੉ ழ૑ݶ ழ૕ ࣻ۾ ঌҊ્ܻр੄ ࢿמ ର ੉ח ழ૓׮!
  59. 59.

    ইө ࠁৈળѢی ցޖ ର੉աחؘਃ?

  60. 60.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ • рױೠ ঌҊ્ܻ਷ য۰਍ ঌҊ્ܻ੄ ҳࢿ ਃ

    ࣗо ػ׮ • ݆਷ ঌҊ્ܻ਷ ࢸ҅ “ӝߨ” ഑਷ “ਗ஗”ٜਸ ҕਬೠ׮ • Akinator৬ ܻࢎ੉૚ب ঌҊ ࠁݶ рױ!
  61. 61.

    Akinator ౵೻஖ӝ

  62. 62.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ಴۽ ٜ݅য ࠁӝ

  63. 63.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ୐ ߣ૩ ૕ޙ?

  64. 64.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ୐ ߣ૩ ૕ޙ?

  65. 65.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ف ߣ૩ ૕ޙ?

  66. 66.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ف ߣ૩ ૕ޙ?

  67. 67.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? ࢜ ੿ࠁ ߉ইٜ੉ӝ

  68. 68.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? “੉ لਸ যڌѱ ҳ࠙ೞաਃ?”

  69. 69.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? ࢎਊ੗ ੑ۱

  70. 70.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? ࠗ࠙੸ ੿ࠁীࢲ ߓ਋ӝ

  71. 71.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? ҡ൤ ೠߣ ޛযࠁӝ

  72. 72.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? ҡ൤ ೠߣ ޛযࠁӝ

  73. 73.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? Ѿҗо ੉ۗ׮ݶ

  74. 74.

    ৈ੗? 30ࣁ ੉࢚? ੿஖ੋ? ޷Ҵੋ? оࣻ? ইೞ!

  75. 75.

    ࠛഛपࢿ ೧Ѿೞӝ • “ӣ੿਷਷ ੿஖ੋੋоਃ?” • “ৃࢎח ੿஖ੋੋоਃ?” • “ӣ੿਷੉

    ੘֙ী 30࢓੉ غ঻যਃ!” • “ੜࢤ҂णפө?”
  76. 76.

    ৈ੗? 100% 100% 0% 0% 100% 100% 100% 100% 30ࣁ

    ੉࢚? 0% 100% 100% 80% 90% 0% 100% 0% ੿஖ੋ? 0% 100% 100% 100% 0% 0% 0% 70% ޷Ҵੋ? 0% 0% 100% 0% 100% 20% 100% 10% ݽٚ Ѫਸ ഛܫ۽
  77. 77.

    ੉޷૑ ܻࢎ੉૚ ౵೻஖ӝ

  78. 78.

    ই੉٣য: ೠߣী ೠ஢݅ ૑ਕࠁ੗

  79. 79.

    যו ஢ਸ ઴ੌө?

  80. 80.

    ই੉٣য: ઁੌ ౭ উաѱ!

  81. 81.

    “౭ উդ׮”੄ ੿੄

  82. 82.

    “౭ উդ׮”੄ ੿੄

  83. 83.

    “౭ উդ׮”੄ ੿੄

  84. 84.

    1 2 2 2 1 0 2 2 0 4

    4 0 1 1 0 0 1 2 3 1 1 0 3 1 1 1 0 0 0 1 0 1 2 3 2 0 2 2 0 5 4 1 1 1 0 0 1 2 3 0 1 0 2 0 1 0 0 0 0 0 1 1 1 3 3 0 2 2 1 4 3 1 2 1 0 0 0 3 4 1 1 0 1 1 0 0 0 0 0 0 1 1 1 4 4 0 1 1 1 4 2 0 2 2 0 1 0 2 4 1 1 1 1 1 0 1 0 0 0 0 1 1 1 3 4 1 0 1 1 3 2 0 2 2 0 1 1 2 4 2 2 2 1 1 1 1 0 0 0 1 1 1 1 2 3 1 1 0 1 3 2 0 1 1 0 0 1 1 4 2 2 2 0 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 2 3 1 1 1 1 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 1 1 2 2 0 1 0 3 3 1 0 1 0 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 0 1 2 2 1 0 0 2 2 1 0 0 0 0 0 2 1 4 2 3 0 1 2 1 0 0 0 0 0 1 1 1 2 1 1 0 1 2 2 1 0 0 0 1 0 2 1 3 1 3 0 2 2 0 0 0 0 0 0 1 1 1 2 1 1 0 1 2 1 1 0 0 0 1 1 2 0 2 1 2 0 3 2 1 1 0 0 0 1 1 1 1 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 2 1 2 0 3 1 1 1 0 0 1 1 1 1 2 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 3 1 2 0 2 1 1 2 0 0 1 1 1 1 2 2 1 0 0 1 0 1 1 0 0 0 0 2 2 0 3 1 2 0 2 1 0 1 0 0 1 0 1 1 1 2 1 0 0 1 0 1 1 0 0 0 0 1 2 0 3 1 2 0 1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 3 2 2 0 1 0 0 0 1 0 0 1 1 2 2 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 3 2 2 0 0 1 1 0 1 0 1 0 1 2 1 1 1 0 0 0 0 0 1 1 1 0 0 1 1 0 3 2 1 0 0 0 1 0 2 0 1 0 1 2 1 1 1 0 0 0 0 0 0 1 0 0 0 2 1 0 3 2 1 1 0 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 0 2 1 1 3 3 1 2 0 0 0 0 1 0 1 0 1 0 1 2 0 0 1 0 0 1 1 2 1 0 0 2 1 1 3 3 2 2 0 0 0 0 1 0 1 0 2 1 1 2 1 1 1 1 0 0 1 2 2 1 0 3 1 1 2 1 2 1 0 0 0 0 1 0 1 0 1 1 1 2 1 1 1 1 1 1 0 1 2 2 0 2 1 0 2 1 1 1 0 0 0 1 0 1 1 0 1 1 0 1 0 0 1 1 2 1 0 0 2 2 0 2 2 1 2 1 1 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 0 2 2 2 1 0 2 2 0 2 2 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 1 1 1 0 1 2 2 1 0 1 2 0 2 2 0 0 0 1 1 0 1 1 2 0 0 0 2 1 1 0 1 1 0 0 1 2 3 2 0 1 2 0 1 2 1 0 0 1 1 0 1 2 2 0 0 1 1 0 1 1 0 0 0 0 0 1 2 2 1 0 1 0 1 1 2 1 1 2 1 1 1 3 2 1 0 0 1 0 1 1 0 0 0 0 0 1 2 1 1 0 0 0 0 0 1 2 0 3 1 1 0 3 1 1 0 0 0
  85. 85.

    1 2 2 2 1 0 2 2 0 4

    4 0 1 1 0 0 1 2 3 1 1 0 3 1 1 1 0 0 0 1 0 1 2 3 2 0 2 2 0 5 4 1 1 1 0 0 1 2 3 0 1 0 2 0 1 0 0 0 0 0 1 1 1 3 3 0 2 2 1 4 3 1 2 1 0 0 0 3 4 1 1 0 1 1 0 0 0 0 0 0 1 1 1 4 4 0 1 1 1 4 2 0 2 2 0 1 0 2 4 1 1 1 1 1 0 1 0 0 0 0 1 1 1 3 4 1 0 1 1 3 2 0 2 2 0 1 1 2 4 2 2 2 1 1 1 1 0 0 0 1 1 1 1 2 3 1 1 0 1 3 2 0 1 1 0 0 1 1 4 2 2 2 0 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 2 3 1 1 1 1 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 1 1 2 2 0 1 0 3 3 1 0 1 0 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 0 1 2 2 1 0 0 2 2 1 0 0 0 0 0 2 1 4 2 3 0 1 2 1 0 0 0 0 0 1 1 1 2 1 1 0 1 2 2 1 0 0 0 1 0 2 1 3 1 3 0 2 2 0 0 0 0 0 0 1 1 1 2 1 1 0 1 2 1 1 0 0 0 1 1 2 0 2 1 2 0 3 2 1 1 0 0 0 1 1 1 1 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 2 1 2 0 3 1 1 1 0 0 1 1 1 1 2 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 3 1 2 0 2 1 1 2 0 0 1 1 1 1 2 2 1 0 0 1 0 1 1 0 0 0 0 2 2 0 3 1 2 0 2 1 0 1 0 0 1 0 1 1 1 2 1 0 0 1 0 1 1 0 0 0 0 1 2 0 3 1 2 0 1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 3 2 2 0 1 0 0 0 1 0 0 1 1 2 2 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 3 2 2 0 0 1 1 0 1 0 1 0 1 2 1 1 1 0 0 0 0 0 1 1 1 0 0 1 1 0 3 2 1 0 0 0 1 0 2 0 1 0 1 2 1 1 1 0 0 0 0 0 0 1 0 0 0 2 1 0 3 2 1 1 0 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 0 2 1 1 3 3 1 2 0 0 0 0 1 0 1 0 1 0 1 2 0 0 1 0 0 1 1 2 1 0 0 2 1 1 3 3 2 2 0 0 0 0 1 0 1 0 2 1 1 2 1 1 1 1 0 0 1 2 2 1 0 3 1 1 2 1 2 1 0 0 0 0 1 0 1 0 1 1 1 2 1 1 1 1 1 1 0 1 2 2 0 2 1 0 2 1 1 1 0 0 0 1 0 1 1 0 1 1 0 1 0 0 1 1 2 1 0 0 2 2 0 2 2 1 2 1 1 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 0 2 2 2 1 0 2 2 0 2 2 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 1 1 1 0 1 2 2 1 0 1 2 0 2 2 0 0 0 1 1 0 1 1 2 0 0 0 2 1 1 0 1 1 0 0 1 2 3 2 0 1 2 0 1 2 1 0 0 1 1 0 1 2 2 0 0 1 1 0 1 1 0 0 0 0 0 1 2 2 1 0 1 0 1 1 2 1 1 2 1 1 1 3 2 1 0 0 1 0 1 1 0 0 0 0 0 1 2 1 1 0 0 0 0 0 1 2 0 3 1 1 0 3 1 1 0 0 0
  86. 86.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ #2 • ੉޷૑ ֫੉о ೠ ઴੉ۄҊ ࢤп೧

    ࠇद׮ 2 2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  87. 87.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ #2 • ࢤпೡ Ѫب হ֎ 2 2

    1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  88. 88.

    ୌ݁ӡب ف Ѧ਺ࠗఠ • ੉޷૑о ف ઴੉ۄҊ ࢤп೧ ࠇद׮ 2

    2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  89. 89.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ف ߣ૩ ઴੄ ೠ ஢݅ ࢤп೧

    ࠇद׮ 2 2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  90. 90.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ৈӝө૑ ղ۰য়ח о੢ ૣ਷ ҃۽ח? 2

    2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  91. 91.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ୭ࣗ ೤਷ 1੉ҳա! 2 2 1

    0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  92. 92.

    ੉ઁ 2 Ѧ਺ • ݽٚ ஢ী ؀೧ ୭ࣗ ೤ਸ јन

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  93. 93.

    2.1 Ѧ਺ • ࡈр ஢ө૑ ղ۰য়ח о੢ ੘਷ ҃۽ ೤਷?

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  94. 94.

    ֎ 3ੑפ׮! • ੉ۧѱ ߈ࠂೞݶ ୭ױ ҃۽ܳ ଺ਸ ࣻ ੓যਃ

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 3 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  95. 95.

    ଵ औભ?

  96. 96.

    Ѿۿ

  97. 97.

    ࣁ࢚ਸ ߄Բח ൨ • જ਷ धѼਸ ы୸ ѐߊ੗੄ ઺ਃ ਃѤ

    • ߆ীࢲ ࠁݶ ֥ۄਕب • ૒੽ ೧ ࠁݶ ࠺Ү੸ औ׮ • ੤޷աѱ ҕࠗ೧ࢲ ؊ જ਷ ѐߊ੗о غ੗!
  98. 98.

    যڌѱ ҕࠗೞա?

  99. 99.

    যڌѱ ҕࠗೞա?

  100. 100.

    ೐۽Ӓې߁ ؀ഥ

  101. 101.

    ଼ҟҊ ೠӂ݅ ࢎ઱भࣳ (ҼनҼन)

  102. 102.

    хࢎ೤פ׮