レビュー再定義 / Redefinition of Review #jasst #jasstreview

95aaab3d693889550fd2e7ae02f2f789?s=47 TAKAKING22
December 14, 2018

レビュー再定義 / Redefinition of Review #jasst #jasstreview

2018年12月14日(金)開催のJaSST Review'18の講演資料です。

95aaab3d693889550fd2e7ae02f2f789?s=128

TAKAKING22

December 14, 2018
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  1. 1IPUPCZ+BOUJOF%PPSOCPTPO6OTQMBTI ϨϏϡʔ࠶ఆٛ !5",",*/(

  2. !5",",*/( ϨϏϡʔ͍ͯ͠·͔͢ʁ ࣭໰

  3. !5",",*/( ౰೔ͷΞϯέʔτ݁Ռ

  4. !5",",*/( ͋ͳͨʹͱͬͯͷʗ͋ͳͨͷߟ͑Δ ϨϏϡʔͷ໨త͸ԿͰ͔͢ʁ ࣭໰

  5. !5",",*/( ౰೔ͷΞϯέʔτ݁Ռ

  6. !5",",*/( ✴ ඼࣭Λ୲อ͢ΔͨΊ ✴ όάΛݟ͚ͭΔͨΊ ✴ ίʔυͷۉҰԽΛ͸͔ΔͨΊ ✴ εΩϧͷ௿͍ϝϯόʔͷڭҭͷͨΊ ✴

    εΩϧτϥϯεϑΝʔΛ͢ΔͨΊ ✴ ίʔυͷΫΦϦςΟΛ্͛ΔͨΊ
 ʜ ϨϏϡʔͷ໨త
  7. !5",",*/( 42V#0,3FWJFX7PMϨϏϡʔٕज़ಈ޲ɿਤ։ൃऀͷίʔυϨϏϡʔʹର͢Δظ଴

  8. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ ෼ྨ͢Δͱ͜ͷͭ͘Β͍ʹͳΓͦ͏ w ඼࣭Λ୲อ͢Δ

    w όάΛݟ͚ͭΔ w ςετͱͯ͠ w ʢ࠷௿ݶͷʣ
 ϦϑΝΫλϦϯά w φϨοδͷڞ༗ w εΩϧτϥϯεϑΝʔ w ৽ਓڭҭ w จԽͷৢ੒ w ϦϑΝΫλϦϯά w ΋ͬͱΑ͘ w ΋ͬͱΩϨΠʹ w ઌߦ౤ࢿ
  9. !5",",*/( ϨϏϡʔͷ໨తΛ ୡ੒Ͱ͖͍ͯ·͔͢ʁ ࣭໰

  10. !5",",*/( ౰೔ͷΞϯέʔτ݁Ռ

  11. !5",",*/( 42V#0,3FWJFX7PMϨϏϡʔٕज़ಈ޲ɿਤϞμϯίʔυϨϏϡʔͷ໨తʹର͢ΔͦΕͧΕͷϨϏϡʔ݁Ռʢࢦఠ཰ʣ

  12. !5",",*/( ϨϏϡʔͷ໨త͕ୡ੒Ͱ͖͍ͯͳ͍ʂʁ ϨϏϡʔͷ໨త ࣮ࡍͷίϝϯτ಺༰

  13. !5",",*/( ϨϏϡʔ͸ָ͍͠Ͱ͔͢ʁ ࣭໰

  14. !5",",*/( ౰೔ͷΞϯέʔτ݁Ռ

  15. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ ϨϏϡʔ໨తͷཁૉ

  16. !5",",*/( ΍Βͳͯ͘͸ ͍͚ͳ͍ ΍Δ΂͖ ΍Γ͍ͨ ΋͏গ͠Θ͔Γ΍͘͢͢Δͱʜ .VTU 4IPVME 8JMM

  17. !5",",*/( ΍Βͳͯ͘͸ ͍͚ͳ͍ ΍Δ΂͖ ΍Γ͍ͨ ϨϏϡʔͷ࿩Λ͢Δͱ͜ͷ͋ͨΓʹऴ͕࢝ͪ͠ .VTU 4IPVME 8JMM

  18. !5",",*/( 1IPUPCZϑϦʔࣸਅૉࡐͺͨͦ͘ IUUQTXXXQBLVUBTPDPN ࣮ࡍʹ͸΍Βͳͯ͘͸͍͚ͳ͍͜ͱ͢Β೉͍͠ ͳΜͰ͜Μͳม਺໊ ʹͳͬͯΔͷʁ ҙਤ͕Θ͔Βͳ͍ ͬͪ͜Λ௚ͨ͠Β ͬͪ͜΋௚ͩ͢Ζ ࢓༷ཧղͯ͠Δʁ

    ͜͜ʹஔ͘΂͖ ͡Όͳ͍ΑͶ
  19. !5",",*/( ΤϯδχΞͷΩϟϦΞͷ࿩ ΤϯδχΞͱͯ͠εΩϧΞοϓ͍ͯ͘͠ͱɺ ΤϯδχΞϦʔμʔͱ͔ςοΫϦʔυͱ͔Λ೚͞ΕͨΓ͢Δɻ ͦ͏ͳΔͱɺϝϯόʔͷڭҭ΍γεςϜͷ҆ఆՔಇͷ੹೚͕ͷ͖ͬͯͯɺ ྫ͑͹ϨϏϡʔΛ͢Δ͕࣌ؒͲΜͲΜ૿͍͑ͯ͘ɻ ΤϯδχΞϦϯά͕޷͖Ͱؤு͖ͬͯͨΜ͚ͩͲɺ εΩϧΞοϓ͍ͯ͘͠ͱͲΜͲΜίʔυΛॻ͕࣌ؒ͘ݮ͍ͬͯ͘ͷͬͯͳΜ͔πϥΠɻ ͳΜ͔πϥΠ

  20. !5",",*/( ΍Βͳͯ͘͸ ͍͚ͳ͍ ΍Δ΂͖ ΍Γ͍ͨ ΋ͬͱΘ͘Θ͘͢ΔϨϏϡʔ .VTU 4IPVME 8JMM

  21. !5",",*/(

  22. !5",",*/( ϞϒϓϩάϥϛϯάͷܦݧΛ௨ͯ͠ɺ l΋ͬͱΘ͘Θ͘͢ΔϨϏϡʔz ʹ͍ͭͯͷΞΠσΞ͕ग़͖ͯͨͷͰ ͦΜͳ࿩Λ͠·͢ɻ

  23. !5",",*/( ˒ ˒ ˒ ˒ ˒ ˒ ָఱגࣜձࣾΤϯδχΞϦϯάϚωʔδϟʔ Ϟϒϓϩάϥϛϯά͓͡͞Μ ਪ͠ϝϯɿࢁຊ࠼

    ΞδϟΠϧϞϯελʔ Ұൠࣾஂ๏ਓΞδϟΠϧνʔϜΛࢧ͑Δձཧࣄ !5",",*/( ٴ෦ܟ༤ ҭࣇٳՋத
  24. !5",",*/( IUUQTTQFBLFSEFDLDPNUBLBLJOH ✴ '"એݴத ✴ IUUQTUBLBLJOHDPNDPOUBDU IUUQTUBLBLJOHDPN IUUQXXXBHJMFUFBNKQ ϒϩά εϥΠυ

    ΞδϟΠϧνʔϜΛࢧ͑Δձ
  25. !5",",*/( ✴ ϞϒϓϩάϥϛϯάΛ࢝ΊͯϨϏϡʔ͕ෆཁʹͳͬͨ ✴ Ͱ΋ϨϏϡʔ͸΍ͬͺΓඞཁͩͬͨ ✴ զʑʹͱͬͯͷϨϏϡʔ ✴ ϨϏϡʔΛ࠶ఆٛ͢Δ ࠓ೔ͷ͓࿩

  26. !5",",*/( ΍Βͳ͍͜ͱϦετ ✴ ։ൃϓϩηεʹґଘͨ͠࿩ ✴ ϞϒϓϩάϥϛϯάΛનΊΔ͜ͱ ✴ ϨϏϡʔࣗಈԽʹ͍ͭͯ ✴ ৄࡉͳϨϏϡʔํ๏ʹ͍ͭͯ

    ✴ ˓˓ϨϏϡʔʹݶఆͨ͠࿩
  27. !5",",*/( ͜͏ͳΔͱ͍͍ͳʔ ✴ ϨϏϡʔʹ͍ͭͯ࠶ఆٛ͢Δ͖͔͚ͬ ✴ ΋ͬͱΘ͘Θ͘͢ΔϨϏϡʔ͕গ͚ͩ͠૿͑Δ

  28. !5",",*/(

  29. !5",",*/( νʔϜશһͰ ✴ ಉ͡࢓ࣄΛ ✴ ಉ࣌ؒ͡ʹ ✴ ಉ͡৔ॴͰ ✴ ಉ͡ίϯϐϡʔλʔͰ

    ͢Δ͜ͱ Ϟϒϓϩάϥϛϯάͱ͸
  30. !5",",*/(

  31. σΟεϓϨΠ ίϯϐϡʔλʔ ͭͷσΟεϓϨΠͱͭͷίϯϐϡʔλʔ

  32. !5",",*/( υϥΠόʔ φϏήʔλʔ φϏήʔλʔ φϏήʔλʔ φϏήʔλʔ ਓͷυϥΠόʔͱෳ਺ਓͷφϏήʔλʔ

  33. !5",",*/( ✴ ָఱגࣜձࣾ৽نࣄۀ։ൃ෦ ✴ ਓνʔϜˠਓνʔϜ ✴ ಇ͖ํʹϞϒϓϩάϥϛϯά ✴ ։ൃ΋ӡ༻΋اը΋Ӧۀ΋ ✴

    ೥݄ʙݱࡏ զʑͷϞϒϓϩάϥϛϯά
  34. !5",",*/( ݸਓ࣌ؒ Ϟϒϓϥϯχϯά ϞϒϞϯΩʔςετ ϞϒϫʔΫ Ϟϒϥϯν ϞϒϫʔΫ Ϟϒ;Γ͔͑Γ ಇ͖ํͱͯ͠ͷϞϒϓϩάϥϛϯά ϞϒϫʔΫ

  35. !5",",*/( ✴ ேྱʢͭͷ࣭໰ʣ ✴ νʔϜ಺ϛʔςΟϯά ✴ ߹ҙܗ੒ͷͨΊͷυΩϡϝϯτ ✴ ϨϏϡʔશൠʢιʔείʔυɺυΩϡϝϯτʣ ✴

    (JU'MPX ✴ ΧϯόϯͷݸਓϨʔϯ ϞϒϫʔΫΛ࢝Ίͯ΍Βͳ͘ͳͬͨ΋ͷ ϨϏϡʔ΋΍Βͳ͘ͳͬͨ
  36. !5",",*/( ෼୲࡞ۀͱϞϒϫʔΫΛൺֱͯ͠ΈΔ ෼୲࡞ۀ ϞϒϫʔΫ 74

  37. !5",",*/( ෼୲࡞ۀ FY ϨϏϡʔɺঝೝɺҾ͖ܧ͗ FY λεΫ෼ׂɺઃܭɺΩοΫΦϑ ෼୲࡞ۀͷલޙʹ ಉظ͢Δ࡞ۀ͕ඞཁʹͳΔ

  38. !5",",*/( ෼୲࡞ۀ ϛείϛϡχέʔγϣϯʹΑͬͯ ख໭Γ͢ΔՄೳੑ΋͋Δ

  39. !5",",*/( ϞϒϫʔΫ FY ઃܭɺϨϏϡʔɺϊ΢ϋ΢ڞ༗ ಉظ͍ͯ͠ͳ͍Ͱ͸ͳͯ͘ ৗʹಉظ͍ͯ͠Δ

  40. !5",",*/( ✴ ேྱʢͭͷ࣭໰ʣ ✴ νʔϜ಺ϛʔςΟϯά ✴ ߹ҙܗ੒ͷͨΊͷυΩϡϝϯτ ✴ ϨϏϡʔશൠʢιʔείʔυɺυΩϡϝϯτʣ ✴

    (JU'MPX ✴ ΧϯόϯͷݸਓϨʔϯ ϞϒϫʔΫΛ࢝Ίͯ΍Βͳ͘ͳͬͨ΋ͷ ͜ΕΒ͸͢΂ͯ࡞ۀલޙʹಉظ͢Δ࡞ۀ
  41. !5",",*/( 5FBNXPSL3FWPMVUJPOνʔϜͱ΋ͷͮ͘Γʹਅਖ਼໘͔Β޲͖߹͏Ϟϒϓϩάϥϛϯά

  42. !5",",*/( 8#4 Ψϯτνϟʔτ Χϯόϯ εΫϥϜ ʮ෼୲͢Δʹੜ࢈ੑ͕ߴ͍ʯͱ͍͏ࢥ͍ࠐΈ ෼୲͢Δ͜ͱ͕લఏʹͳ͍ͬͯͳ͔͔ͬͨ

  43. !5",",*/( Photo by rawpixel on Unsplash Photo by Marvin Meyer

    on Unsplash ෼୲࡞ۀ ϞϒϫʔΫ ೋऀ୒ҰͰ͸ͳ͍ 74
  44. !5",",*/( Photo by rawpixel on Unsplash Photo by Marvin Meyer

    on Unsplash ෼୲࡞ۀ ϞϒϫʔΫ ࢓ࣄ΍ঢ়گʹ߹Θͤͯ࢖͍෼͚͍ͯΔ
  45. !5",",*/( ޻ఔͱͯ͠ͷϨϏϡʔ͸ෆཁʹͳͬͨ

  46. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ ϞϒϓϩάϥϛϯάͷڧΈ

  47. !5",",*/( Ϟϒϓϩάϥϛϯάͷݕࠪ ✴ ϦΞϧλΠϜͰϑΟʔυόοΫ ✴ λΠϙ͢Δͱ਌ͷٲͷΑ͏ʹࢦఠ͞ΕΔ ✴ νʔϜશһͷ߹ҙͷ΋ͱͰίʔυ͕૊·Ε͍ͯ͘ ✴ ዁౓ͤͣʹνʔϜͷ࠷ળΛ໨ࢦ͢͜ͱ͕Ͱ͖Δ

  48. !5",",*/( ϨϏϡʔʹ͓͚Δ዁౓ 1IPUPCZϑϦʔࣸਅૉࡐͺͨͦ͘ IUUQTXXXQBLVUBTPDPN ͪΐͬͱΠέͯͳ͍Μ͚ͩͲɺ ࠓύπύπͩΖ͏͠ɺ ಈ͔͘ΒͱΓ͍͍͔͋͑ͣʜ ·ͩ͜Ε͸ཧղͰ͖ͳ͍͔Β ݴΘͳͯ͘΋͍͍΍ ࠓճ͸ࢦఠଟ͍͔Β

    ͜Ε͘Β͍ʹ͓ͯ͜͠͏ ετϨε ݯ
  49. !5",",*/( #͞Μ $͞Μ "͞Μ ࢓ࣄ ஌ࣝൣғ ෼୲࡞ۀ νʔϜͷ࠷ળΛ໨ࢦ͢

  50. !5",",*/( #͞Μ $͞Μ "͞Μ "͞Μͷ஌ࣝൣғ಺ ͳͷͰରԠՄೳ "͞Μͷ஌ࣝൣғ֎ $͞ΜʹϨϏϡʔͯ͠ ΋Β͏͜ͱ͕Ͱ͖Ε͹ ϑΥϩʔՄೳ

    "͞Μͷ஌ࣝൣғ֎ #͞ΜʹϨϏϡʔͯ͠ ΋Β͏͜ͱ͕Ͱ͖Ε͹ ϑΥϩʔՄೳ ͜ͷνʔϜͰ͸
 ରԠ͕೉͍͠ ΞαΠϯ͞ΕΔͱ ෆ҆Ͱ࢓ํ͕ͳ͍ ෼୲࡞ۀ νʔϜͷ࠷ળΛ໨ࢦ͢
  51. !5",",*/( ϞϒϫʔΫ #͞Μ $͞Μ "͞Μ νʔϜͷ஌ࣝൣғ಺ ͳͷͰରԠՄೳ νʔϜશһͰ΍ͬͯ΋ μϝͳͷͰׂΓ੾ͬͯ ରԠ͢Δ൑அ͕Ͱ͖Δ

    "͞Μʹͱͬͯ͸ ͸͡Ίͯͷ࢓ࣄͰ΋ɺ ·ΘΓͷφϏήʔλʔʹ ϑΥϩʔͯ͠΋Β͍ͳ͕Β ਐΊΔ͜ͱ͕Ͱ͖Δ νʔϜͷ࠷ળΛ໨ࢦ͢ ͜ͷνʔϜͰ͸
 ରԠ͕೉͍͠
  52. !5",",*/( Ϟϒϓϩάϥϛϯά͸νʔϜશମͷ׆ಈͰ͋Δ ✴ νʔϜશһͰཱͪ޲͔ͬͯμϝͳΒ࢓ํ͕ͳ͍ ✴ ൑அΛνʔϜͰ͢Δ͜ͱ͕Ͱ͖Δ ✴ ઈରͳΔ҆৺ײͱ͔ͦ͜ΒֶͿ࢟੎

  53. !5",",*/( Ϟϒϓϩάϥϛϯάͷֶश ✴ νʔϜͷֶͼͷྔ͕࠷େԽ͢Δ ✴ ݁Ռ͚ͩͰͳ͘աఔΛֶͿ͜ͱ͕Ͱ͖Δ ✴ ৽͍ٕ͠ज़ͷशಘ΋νʔϜͰཱͪ޲͏͜ͱ͕Ͱ͖Δ ✴ ৽ϝϯόʔͷड͚ೖΕ΍ڭҭʹ΋޲͍͍ͯΔ

  54. !5",",*/( ֶͼͷྔͷ࠷େԽ શͯνʔϜશһͷֶͼʹͳΔ    ಉظ͞ΕΕ͹νʔϜશһͷֶͼʹͳΔ͕ɺ ͞Εͳ͚Ε͹ݸਓͷֶͼ͚ͩʹͳΔ  

           ϞϒϫʔΫ ෼୲࡞ۀ
  55. !5",",*/( ϞϒϓϩάϥϛϯάͰڭҭ ✴ ܦݧ஋͕௿͍ਓΛυϥΠόʔʹ͢ΔͱΑ͍ ✴ Θ͔Βͳ͚Ε͹खΛࢭΊΔݖརΛ ✴ ฉ͖ͳ͕ΒखΛಈ͔֮ͯ͑͠Δ͜ͱ͕Ͱ͖Δ ✴ ϊ΢ϋ΢ͷ+VTUJOUJNF

  56. !5",",*/( ܗࣜ஌΋҉໧஌΋·ͱΊͯ఻͑Δ ✴ ҉໧஌͸ҙࣝͰ͖ͳ͍͔Β҉໧஌ʹͳ͍ͬͯΔ ✴ ҉໧஌͸҉໧஌ͷ··ڞ௨ମݧͰ఻͑Δ  ͳͥͭͬͨ͘ͷ͔  Ͳ͏΍ͬͯͭͬͨ͘ͷ͔

     ͲΜͳ໰୊ղܾͷϓϩηεΛܦͨͷ͔  ͲΜͳֶͼ͕͋ͬͨͷ͔  Ͳ͜ʹۤ࿑ͨ͠ͷ͔
  57. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ ϞϒϓϩάϥϛϯάͷڧΈ

  58. !5",",*/( ͱ͜Ζ͕ϨϏϡʔͷඞཁੑΛײ͖ͯͨ͡

  59. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ ଍Γͳ͍෦෼Λิ͏ϨϏϡʔ

  60. !5",",*/( ✴ 1VMM3FRVFTUʹࣗ෼ͨͪͷ࢓ࣄͷ੒ՌΛ
 ࣗ෼ͨͪͰݟ௚͢ ✴ ࠷ˍߴͷ࢓ࣄ͕Ͱ͖ͨͷ͔ ✴ ΋ͬͱΑ͘͢Δ༨஍͕͋Δͷ͔ ✴ ࣍ʹࣗ෼ֶ͕ͨͪͿ΂͖͜ͱ͸Կ͔

    զʑʹඞཁͳϨϏϡʔ ;Γ͔͑Γʹ͍ۙϨϏϡʔ
  61. !5",",*/( ݸਓ࣌ؒ Ϟϒϓϥϯχϯά ϞϒϞϯΩʔςετ ϞϒϫʔΫ Ϟϒϥϯν ϞϒϫʔΫ Ϟϒ;Γ͔͑Γ ಇ͖ํͱͯ͠ͷϞϒϓϩάϥϛϯά ϞϒϫʔΫ

  62. !5",",*/( ࣗ෼ͨͪͷࠓ೔ͷ࢓ࣄ͸࠷ˍߴͩͬͨͷ͔ ͔͜͜Β΋ͬͱΑ͘͢Δ͜ͱ͸Ͱ͖ͦ͏͔ ͦΕ͸ࠓ΍Δ΂͖͔ɾ΍Γ͍͔ͨ ࣍ʹͲ͏͍͏͜ͱΛֶͿ΂͖͔ɾֶͼ͍͔ͨ

  63. !5",",*/( 3FWJFX ࠶ͼ ݟΔ

  64. !5",",*/( ͋ͳͨͷݴ͏ϨϏϡʔ͸ຊ౰ʹ3FWJFXͳͷ͔ ✴ ࣮ࡍʹ͸'JSTUWJFXͰ͋Δ͜ͱ͕ଟ͍ ✴ ॳΊͯݟΔ৔߹͸ཧղ͢Δίετ͕ൃੜ͢Δ ✴ ඇಉظͰଞਓͷࢥߟɾ࢓ࣄΛཧղΛ͢Δ͜ͱ͸ɺ
 ࣗ෼Ͱࢥ͍ͬͯΔΑΓ΋೉͍͠

  65. !5",",*/( ڧΈ ऑΈ ϦΞϧλΠϜ
 Ϟϒϓϩάϥϛϯά ϨϏϡʔ 3FWJFX ✴ ৗʹνʔϜͷ࠷ળΛਚ͘͢
 ͜ͱ͕Ͱ͖Δ

    ✴ ݁Ռ͚ͩͰͳ͘ϓϩηεΛ
 ධՁ͢Δ͜ͱ͕Ͱ͖Δ ✴ ྫྷ੩ʹݟΔ͜ͱ͕Ͱ͖Δ ✴ શମ࠷దΛߟ͑ͯϑΟʔυ
 όοΫ͠΍͍͢ ✴ ͦͷ৔ͷ೤ʹΑͬͯޡͬͨ
 ൑அΛͯ͠͠·͏Մೳੑ ✴ ہॴ࠷దʹؕΔՄೳੑ ✴ ዁౓͕ੜ·Ε΍͍͢
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 ෦෼Λ஌ΔͨΊʹ͸ɺ
 ίϛϡχέʔγϣϯ͕ඞཁ
  66. !5",",*/( ڧΈ ऑΈ ϦΞϧλΠϜ
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 ධՁ͢Δ͜ͱ͕Ͱ͖Δ ✴ ྫྷ੩ʹݟΔ͜ͱ͕Ͱ͖Δ ✴ શମ࠷దΛߟ͑ͯϑΟʔυ
 όοΫ͠΍͍͢ ✴ ͦͷ৔ͷ೤ʹΑͬͯޡͬͨ
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 FYΠϚΠν͚ͩͲ͕࣌ؒͳ͍͔Βʜ ✴ ݁ՌͷΈͰಡΈऔΕͳ͍
 ෦෼Λ஌ΔͨΊʹ͸ɺ
 ίϛϡχέʔγϣϯ͕ඞཁ ิ׬ؔ܎
  67. !5",",*/( $IFDL -FBSOJOH &OIBODF ݕࠪ ֶश ڧԽ զʑͷνʔϜʹ͓͚ΔϨϏϡʔͷҐஔ͚ͮ ϨϏϡʔ w

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  68. !5",",*/( ·ͱΊ ✴ ϞϒϓϩάϥϛϯάΛॳΊͯɺ
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  70. !5",",*/( ϨϏϡʔ࠶ఆٛ ✴ ࣗ෼ͨͪͷ஌͍ͬͯΔϨϏϡʔΛݟ௚͢ ✴ ϨϏϡʔͷڧΈΛ׆͔͢͜ͱ͕Ͱ͖͍ͯΔ͔ ✴ ϨϏϡʔͰ͸ͳ͍ϓϩηεͷํ͕ղܾ͠΍͍͢͜ͱ͸
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  71. !5",",*/( ϓϩηεΛվળ͢Δ ✴ ϓϩηεΛվળ͢Δͱ͍͏ҙࣝ͸େ੾ ✴ ͔ͦ͠͠ͷϓϩηεͰͷղܾʹݻࣥ͠ͳͯ͘΋Α͍ ✴ ໨తΛୡ੒͢ΔͨΊʹɺͦͷϓϩηεࣗମΛ΍ΊΔ
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  78. !5",",*/( ৘ॹΛେ੾ʹ͢Δ 1IPUPCZSBXQJYFMPO6OTQMBTI

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  80. !5",",*/( ਓؒΒ͍͠ϨϏϡʔ 1IPUPCZSBXQJYFMPO6OTQMBTI

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