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プログラミング教育について(公開版)

 プログラミング教育について(公開版)

2022/09/11 に小学校のPTA活動で話したプログラミング教育についての話です。

Yosuke Furukawa

September 16, 2022
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  1. ϓϩάϥϛϯάڭҭʹ
    ͍ͭͯ
    2022/09/11 ੒ਓڭҭҕһձ ΦϯϥΠϯษڧձ

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  2. ࠓ೔࿩͍ͨ͜͠ͱ
    • ϓϩάϥϛϯάڭҭͱ͸Կ͔
    • ͦ΋ͦ΋ϓϩάϥϛϯάͱ͸
    • ֤ࠃͷITڭҭࣄ৘͔ΒݟΔݱࡏͷ೔ຊͷঢ়گ

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  3. ϓϩάϥϛϯάڭҭͱ͸

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  4. ϓϩάϥϛϯάڭҭ
    • จ෦ՊֶলͰਐΊΑ͏ͱ͍ͯ͠Δʮখֶߍ޲
    ͚ͷϓϩάϥϛϯάڭҭʯ͕ࠓճͷϝΠϯ
    ςʔϚ
    • ʮϓϩάϥϛϯάΛখֶੜʹڭ͑Α͏ʂʯͱ
    ͍͏ͷ͕جຊతͳࢦ਑

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  5. Society 5.0
    • 1.0: ङྌࣾձ
    • 2.0: ೶ߞࣾձ
    • 3.0: ޻ۀࣾձ
    • 4.0: ৘ใࣾձ
    https://www8.cao.go.jp/cstp/society5_0/

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  6. Society 5.0
    • 1.0: ङྌࣾձ
    • 2.0: ೶ߞࣾձ
    • 3.0: ޻ۀࣾձ
    • 4.0: ৘ใࣾձ
    https://www8.cao.go.jp/cstp/society5_0/
    ৽͍ࣾ͠ձͷऔΓ૊ΈʹͳΓɺ"* *P5 ϩϘςΟΫε 73ͳͲ
    ͳͲ͕ී௨ʹͳΔࣾձΛࢦ͢

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  7. Society 5.0
    AR/VR ࣗಈӡసɾϩϘςΟΫε
    υϩʔϯ IoT AI

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  8. Society 5.0
    AR/VR ࣗಈӡసɾϩϘςΟΫε
    υϩʔϯ IoT AI
    ͜͏͍ͬͨࣄ͕ී௨ʹͳΓɺ೔ৗʹ༥͚ࠐΜͰΔঢ়ଶͷࣾձ

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  9. Society 5.0 ʹΉ͚ͯ
    • Պֶٕज़తͳࢹ఺͔ΒΠϊϕʔγϣϯΛى͜
    ͍ͨ͠ɻ
    • ͦΕʹ͸͍͔ͭ͘ͷࢦ਑͕ඞཁ
    • Society 5.0 ʹ͸4ຊப͕͋Δ

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  10. Society 5.0 ͷ4ຊப
    • ະདྷͷ࢈ۀ૑଄ͱࣾձมֵʹ޲͚ͨ৽ͨͳՁ஋
    ૑ग़ͷऔ૊
    • ܦࡁɾࣾձత՝୊΁ͷରԠ
    • Պֶٕज़Πϊϕʔγϣϯͷج൫తͳྗͷڧԽ
    • Πϊϕʔγϣϯ૑ग़ʹ޲͚ͨਓࡐɺ஌ɺࢿۚͷ
    ޷॥؀γεςϜͷߏங

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  11. Society 5.0 ·ͱΊ
    • ཁ͸͜Ε͔Βͷࣾձʹ޲͚ͯɺՊֶٕज़ํ໘Ͱ
    ͷΠϊϕʔγϣϯΛى͍ͨ͜͠
    • ͦΕʹ͸͍͔ͭ͘ͷࢦ਑͕ඞཁ
    • ਓࡐҭ੒͕ΧΪ
    • ॳ౳ڭҭͷ֦ॆɺ͜͜ʹϓϩάϥϛϯάڭҭΛ
    ਐΊ͍ͨͱ͍͏ࢼΈ͕͋Δ

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  12. ཧ༝͸Θ͔ͬͨɺ͡Ό͋ϓϩ
    άϥϛϯάͬͯͲ͏͍͏ڭҭ
    Λ΍Δͷ͔

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  13. ͦ΋ͦ΋ϓϩάϥϛϯάͱ͸

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  14. ͦ΋ͦ΋ϓϩάϥϛϯάͱ͸
    ϓϩάϥϜʢ໋ྩʣ
    ܭࢉɾ࣮ߦ
    ݁ՌΛฦ͢

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  15. ػձʹରͯ͠ϓϩάϥϜ
    ʢ໋ྩʣΛॻ͘͜ͱ
    = ϓϩάϥϛϯά

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  16. ΋͏গ͠ࡅ͚ͯݴ͏ͱɺ
    ػցʹ΍ͬͯ΄͍͜͠ͱΛ఻͑
    Δͷ͕ϓϩάϥϛϯά

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  17. ͨͩػց͸ਓؒͱ͸ҧ͍ɺ
    ࢦࣔΛؒҧ͑Δͱ΄΅ಈ͔ͳ͍

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  18. ϓϩάϥϛϯάʹ͓͚Δ
    ॏཁͳϙΠϯτ
    ࿦ཧతࢥߟೳྗ
    ໰୊ղܾೳྗ
    ૑ҙతࢥߟྗ

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  19. ࿦ཧతࢥߟೳྗ

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  20. ϓϩάϥϛϯάδϣʔΫ
    ࠺ʮങ͍෺ʹ͍ͬͯڇೕΛ1ͭങ͖ͬͯͯ
    ͪΐ͏͍ͩɻཛ͕͋ͬͨΒ6͓ͭئ͍Ͷʯ
    ෉͸ڇೕΛ6ύοΫങ͖ͬͯͨɻ
    ࠺ʮͳΜͰڇೕΛ6ͭ΋ങ͖ͬͯͨͷΑʂʯ
    ෉ʮͩͬͯɺཛ͕͔͋ͬͨΒ……ʯ

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  21. ͜ͷδϣʔΫ͸ϓϩάϥϛϯά
    Ͱஔ͖׵͑Δͱ͜͏ͳΔɻ
    // ࠺ଆ͔Βݟͨͱ͖ͷϓϩάϥϜ
    ڇೕΛ1ͭങ͖ͬͯͯ;
    ΋͠ ཛ͕͋ͬͨΒ {
    ཛΛ6ͭങ͖ͬͯͯ;
    }

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  22. ͜ͷδϣʔΫ͸ϓϩάϥϛϯά
    Ͱஔ͖׵͑Δͱ͜͏ͳΔɻ
    // ෉ଆ͔Βݟͨͱ͖ͷϓϩάϥϜ
    ΋͠ ཛ͕͋ͬͨΒ {
    (ڇೕΛ) 6ͭ ങ͖ͬͯͯ;
    // ͜͜ͷ໨తޠ͕͸͖ͬΓ͍ͯ͠ͳ͍

    // ෉͸ڇೕΛ6ͭങ͖ͬͯͯ͠·ͬͨɻ

    // ຊ౰͸ʮཛΛ6ͭങ͖ͬͯͯʯͱཔ·ͳ͍

    // ͱ͍͚ͳ͍ɻ
    } ͦ͏͡Όͳ͔ͬͨΒ {
    ڇೕΛ 1ͭ ങ͖ͬͯͯ;
    }

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  23. ਓؒಉ࢜Ͱ͸ίϯςΩετΛڞ
    ༗Ͱ͖͍ͯΔέʔε͕΄ͱΜͲ
    ͳͷͰɺޡղ͕ൃੜ͠ͳ͍
    ʢਓؒಉ࢜Ͱ΋كʹൃੜ͢Δʣ

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  24. ਓؒͱػցʹ͸ڞ௨ͷίϯς
    Ωετ͸ͳ͍ɻ΋ͪΖΜ೔ৗ
    ݴޠ΋௨༻͠ͳ͍ɻ

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  25. ͳͷͰɺઌఔͷΑ͏ͳ
    ಡΈؒҧ͕͑ى͖Δͱ
    ಈ͔ͳ͍ɻ

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  26. ϓϩάϥϛϯάʹ͓͚Δ
    ࿦ཧతࢥߟೳྗ
    ͕͜ͷಡΈؒҧ͑Λ๷͙
    Ұͭͷ伴

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  27. ໰୊ղܾೳྗ

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  28. ઌఔͷʮಡΈؒҧ͑ʯ΍ʮࢦࣔ
    ͷϛεʯ͕ൃੜͨ࣌͠ʹ໰୊Λ
    Ͳ͏΍ͬͯղܾ͢Δ͔ͱ͍͏
    ঢ়گʹ௚໘͢Δ

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  29. ͜͜ʹ͋·Γۙಓ͕ͳ͍ɻ
    ஍ಓʹಈ͖ΛτϨʔε͠ͳ͕Β
    ͳΜͰಈ͔ͳ͍ͷ͔ߟ͑Δɻ

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  30. ԾઆͱݕূΛ܁Γฦ͠ͳ͕Β
    ঃʑʹਖ਼ղʹ͚͍ۙͮͯ͘

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  31. ྫ͑͹...
    Scratch Ͱ࣮૷தɺೣΛࠨ͔Βӈʹา͔ͤͯɺ
    ୺·ͰདྷͨΒ൓సͤͯ͞ԟ෮า͖ͤ͞ΔϓϩάϥϜ

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  32. ྫ͑͹...
    Αʔ͘ݟΔͱɺͪΐͬͱ্͚ͩʹߦͬͯ͠·͏

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  33. ྫ͑͹...
    ճ֯͢౓͕͓͔͔͚ͬͨͩ͠ɻ֯౓ΛͪΌΜͱ
    ΋Ͳ͢ͱී௨ʹಈ͘ɻ

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  34. ੈͷதͷ΄ͱΜͲͷෆ۩߹͸
    ͜ͷఔ౓ͷ΋ͷ

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  35. NASAͰ࣮ࡍʹى͖ͨՐ੕୳
    ࡧϓϩδΣΫτͰ͸୯ҐΛ
    ϠʔυͱϝʔτϧͰؒҧ͑ͨ
    ࣄͰෆ۩߹͕ൃੜͨ͠ɻ

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  36. ͜͏͍͏ͷΛ๷͙ʹ͸஍ಓʹԾ
    આͱݕূΛ܁Γฦ͔͢͠ແ͍
    => ໰୊ղܾೳྗ

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  37. ૑ҙతࢥߟྗ

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  38. ͡Ό͍͖͋ͳΓήʔϜΛ࡞ͬ
    ͯΈΑ͏ͱͳͬͯ΋ԿΛͲ͏
    ࡞ͬͨΒྑ͍͔෼͔Βͳ͍

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  39. Ո΍ंͷઃܭͱ΋ಉ༷ɻϓϩά
    ϥϛϯάʹ΋εςοϓ͕ඞཁ

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  40. Կ͔ΛੜΈग़࣌͢ʹશମ͔Β෦
    ෼ʹ෼͚ͯɺ෦෼͔ΒશମΛ૊
    Έ্͛Δඞཁ͕͋Δɻ

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  41. ͪΐͬͱ࣮ࡍʹήʔϜ࡞ͬͯΈ
    ·͠ΐ͏ɻ

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  42. ping pong ήʔϜΛ࣮૷͠·͢ɻ

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  43. ping pong ήʔϜ
    • Ϙʔϧ: Ұ୴ελʔτͨ͠Βద౰ͳ֯౓Ͱಈ͖
    ग़͠ɺ୺ʹ౰ͨͬͨΒ൓స͢Δɻ
    • ύυϧ: Ϙʔϧͷड͚ࡼɺͿ͔ͭͬͨΒϘʔϧ
    Λ൓ରํ޲ʹมԽͤ͞Δɻ
    • είΞ: ఺਺ɺԿճύυϧʹͿ͚ͭΒΕ͔ͨ

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  44. શମΛ෦෼ʹ෼͚Δ
    ෦෼Λ࣮૷ͯ͠ɺશମʹ૊ΈࠐΉ
    => ૑ҙతࢥߟྗ

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  45. ϓϩάϥϛϯάڭҭͰֶ͹ͤͨ
    ͍ͷ͸͜ͷ̏ͭ
    ࿦ཧతࢥߟೳྗ
    ໰୊ղܾೳྗ ૑ҙతࢥߟྗ

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  46. ͜ͷΑ͏ʹߟ͍͑ͯ͘ͱ
    ͋Δఔ౓ͲΜͳ࢓ࣄΛ͢Δ
    ্Ͱ΋ඞཁͳೳྗΛָ͠Έͳ
    ͕Βഓ͑ΔՊ໨ʹࢥ͑Δ

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  47. ͨͩ͠ɺͲ͏ͯ͠΋؀ڥʢί
    ϯϐϡʔλʣ͕ඞཁʹͳΔ

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  48. ϓϩάϥϛϯάڭҭͷ֤ࠃࣄ৘
    ͱখֶߍͰ͸ԿΛڭ͍͑ͯΔ͔
    • ֤ࠃࣄ৘
    • ೔ຊͷ౎಺ͷখֶߍͰ͸Ͳ͏ͯ͠Δ͔ʁ
    • ଞͷֶߍ͸Ͳ͏ͯ͠Δ͔ʁ

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  49. ଞͷࠃͰ͸ϓϩάϥϛϯάΛ
    Ͳ͏ڭ͍͑ͯΔ͔

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  50. 2018 ೥ͷ
    ௐࠪݚڀใࠂॻΑΓൈਮ
    https://www.mext.go.jp/a_menu/shotou/
    zyouhou/detail/__icsFiles/afieldfile/2018/08/10/
    programming_syogaikoku_houkokusyo.pdf

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  51. Πϯάϥϯυ ͷྫ
    • 1990೥୅͔Βࠃͷ੓ࡦͱͯ͠ IT Λਪ͓ͯ͠Γɺڭҭ
    ʹ΋͔ͦ͜ΒྗΛೖΕ͍ͯΔ
    • 2010 ೥ʹΧϦΩϡϥϜΛݟ௚͞Εͨɻֶशͷఆண཰
    ͕ѱ͔ͬͨͨΊͱݴΘΕ͍ͯΔ
    • ࠓ·Ͱ͸ PC ͷ࢖͍ํ΍৘ใΛ׆༻͢Δํ๏ʹ͍ͭͯ
    ͷतۀ͕ͩͬͨɺϓϩάϥϛϯάΛશ໘ʹऔΓೖΕͨ
    ܗʹͳ͍ͬͯΔ

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  52. Πϯάϥϯυͷྫ
    • খֶߍ1೥ੜ͔ΒඞमՊ໨
    • ϓϩάϥϛϯάՊ໨ͱͯ͠ Scratch Λ࣮शͰ࢖͏
    • 1999೥͔ΒICTڭҭΛ࣮ࢪ͍ͯ͠Δ͕ɺ2012೥ʹͪΌΜ
    ͱͨ͠ڭҭ͕͞Ε͍ͯͳ͍ͱ͍͏࣮ମใࠂʹΑΓݟ௚͞
    Εͨɻ
    • ݱ࣌఺Ͱ΋ֶ೥୲౰ڭࢣ͕ڭ͍͑ͯΔ͕ɺ68%ͷڭࢣ͕
    ੜెͷ΄͏͕ཧղ͍ͯ͠ΔͷͰ͸ͳ͍͔ͱճ౴͍ͯ͠Δ

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  53. ΤετχΞ ͷྫ
    • ΤετχΞ͸ιϏΤτ࿈๜͔ΒಠཱޙɺچγεςϜΛ
    ৽γεςϜʹஔ͖׵͑ΔաఔͰ͢΂ͯͷγεςϜΛ࡮

    • ҰํͰਓޱ͕গͳ͍ͨΊɺITਓࡐΛ૿΍͢΂͘ɺITڭ
    ҭʹૣΊʹऔΓ૊ΜͰ͍Δʢ2012೥ࠒ͔Βʣ
    • ҰํɺITڭҭ͸ඞमՊ໨Ͱ͸ͳ͘ɺ͋͘·Ͱબ୒Պ໨
    ʹͳ͍ͬͯΔ

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  54. ΤετχΞ ͷྫ
    • খֶߍ1೥ੜ͔Βબ୒Պ໨ͱͯ͠ଘࡏ͢Δɻ
    • ඞमՊ໨Ͱ͸ͳ͍
    • ͜͜Ͱ΋ڭࢣෆ଍͕ڣ͹Ε͍ͯΔɺ਺ֶڭࢣ͕݉೚͢Δ
    έʔε͕͋Δͱͷ͜ͱ
    • ϩϘοτϓϩάϥϛϯάͷͨΊͷτϨʔχϯάίʔε͕
    ༗ΓɺແྉͰड͚Ε͹୭Ͱ΋ϓϩάϥϛϯάΛڭ͑Δ͜
    ͱ͕Ͱ͖Δ

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  55. ΞϝϦΧʢαϯϑϥϯγείʣ
    ͷྫ
    • γϦίϯόϨʔ΋͋Γɺ GAFAM ͳͲͷձࣾ
    ΋ଘࡏ͢Δ IT ͷ੟஍
    • ҰํͰɺϓϩάϥϛϯάڭҭ͸भͰ͸ඞਢʹ͠
    ͍ͯͳ͍
    • ֶߍͷதͰಛผΧϦΩϡϥϜͱͯ͠ڭ͍͑ͯΔ
    ॴ͕ͪΒ΄Β͋Δఔ౓Ͱɺجຊ͸ڭ͑ͯͳ͍

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  56. ΞϝϦΧʢαϯϑϥϯγείʣ
    ͷྫ
    • Ұ෦ͷ ߴߍͰ͸͔ͳΓઐ໳తʹڭ͍͑ͯΔͱ͜Ζ΋
    ͋ΔΑ͏͕ͩɺશମతʹ͸਺͕গͳ͍
    • ͜͜΋ಉ͘͡ɺࡒ੓೉ͱڭࢣෆ଍ʹ೰·͞Ε͍ͯΔ
    • ࠓͷॴ͸ඞਢՊ໨Ͱ͢Βແ͍͕ɺ2014೥ʹݕ౼͠
    ͨࣄ͸͋ΔΑ͏ͳͷͰɺ΋͔ͨ͠͠Βͦͷ͏ͪඞਢ
    Խʹ޲͚ͯ࿩͞ΕΔ͔΋

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  57. ؖࠃͷྫ
    • 1990೥୅͔ΒITڭҭ͕͔͞Μ
    • 2005೥ʹ͸ϓϩάϥϛϯάڭҭ΋औΓೖΕ͍ͯΔ
    • ಛʹதֶɾߴߍ͕͍͢͝ɺதֶߍͰ Scratch Λڭ
    ͑ͯɺߴߍͰ͸ Python Λڭ͑ΔɻͲͪΒ΋ઐ೚
    ͷڭࢣΛޏͬͯڭ͑Δ͜ͱ͕ଟ͍ɻ

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  58. ؖࠃͷྫ
    • ΠϯϑϥߏஙͱεϚʔτڭҭ(ڭՊॻͷిࢠԽ)
    Λߦ͓ͬͯΓɺࠃՈ༧ࢉͰ5ஹ΢ΥϯΛ͜ͷIT
    ڭҭͷΠϯϑϥ౤ࢿʹ࢖͍ͬͯΔɻ
    • ؖࠃ͸ιϑτ΢ΣΞ࢈ۀΛࠃͷத৺ʹ͠Α͏
    ͱ͍͏׆ಈ͕ڧ͍

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  59. ֤ࠃ͞·͟·ͳऔΓ૊ΈΛ͠
    ͍ͯΔ

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  60. ೔ຊͷখֶߍͰ͸Ͳ͏͔ʁ

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  61. ೔ຊͷখֶߍͷྫ
    • ઐ༻ͷՊ໨͸ͳ͍
    • ࢉ਺΍ཧՊͱ͍ͬͨ୯ݩͷதͰϓϩάϥϛϯά͕ग़ͯ͘
    Δ
    • 5೥ੜͰࢉ਺ͷ୯ݩͷ͏ͪɺଟ֯ܗΛڭ͑Δ࣌ʹϓϩ
    άϥϛϯάΛ࢖ֶͬͯͿॴ͕ग़ͯ͘Δ
    • 6೥ੜͰཧՊͷதͰɺ࣮ݧͱͯ͠ϓϩάϥϛϯάΛֶ
    Ϳॴ͕ग़ͯ͘Δ

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  62. ৽͍͠ࢉ਺
    ଟ֯ܗΛॻ͍ͯΈΑ͏
    • ଟ֯ܗΛͳͧΔ࿅शΛ Scratch Ͱ࣮ࢪ͍ͯ͠
    Δɻ

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  63. ͨͷ͍͠ཧՊ
    ϓϩάϥϛϯάΛମݧͯ͠ΈΑ͏
    • ిٿͷ࣮ݧͷதͰϓϩάϥϛϯά΋ҰॹʹֶͿ

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  64. ࣮ࡍʹ΍ͬͯΈ·͠ΐ͏
    https://tosho.proguru.jp/
    takakukei/#/1

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  65. ଞͷখֶߍͷྫ
    • ࣗ༝ڭࡐͰֶΜͰ͍Δখֶߍ΋ଟ਺
    • https://miraino-manabi.mext.go.jp/content/
    507

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  66. ϓϩάϥϚʔʹͳΔʹ͸

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  67. ϓϩάϥϚʔʹͳΓ͍ͨਓୡ΋
    ૿Ճ͍ͯ͠Δ
    • ߴߍੜͷͳΓ͍ͨ৬ۀϥϯΩϯάͰ1Ґ
    (2021೥ɺֶݚௐ΂)

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  68. ϓϩάϥϛϯάڭҭΛड͚ͨΒ
    ϓϩάϥϚʔʹͳΕΔͷ͔
    • ϓϩάϥϚʔ͸ϓϩάϥϛϯάΛ࢓ࣄʹͯ͠
    ͍ΔਓͳͷͰɺͦΕͱ͸·ͨগ͠ҟͳΔ
    • શһ͕ϓϩάϥϚʔʹͳΔඞཁ͸ͳ͍
    • ΋͠΋ͳΓ͍ͨͱ͍͏ࢠͲ΋Λ͓࣋ͪʹͳͬ
    ͍ͯΔ਌ʹରͯ͠͸࿩͓͖͍ͯͨ͠

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  69. ϓϩάϥϚʔʹͳΓ͍ͨͳΒ
    • Կ͔Λ࡞Γଓ͚Δɺ͍ΘΏΔʮ΋ͷͮ͘ΓʯΛ
    ΍ͬͨ΄͏͕ྑ͍
    • ࡞Δͷ͸ඇৗʹେม͕ͩɺ͔ͦ͜Βಀ͛ͣʹ΍Γ
    ଓ͚͍ͯΔਓ͸ڧ͍
    • ࣗ෼ͷ਎ͷճΓʹ͋Δࠔ͍ͬͯΔ͜ͱʹछ͕͋
    Δɺͦ͜ΛͲ͏΍ͬͯղܾ͢Δ͔Λߟ͑ΒΕΔͱ
    ྑ͍

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  70. ϓϩάϥϚʔʹͳΓ͍ͨͳΒ
    • ໰୊͸Կͩͬͯྑ͍
    • ษڧʹूதͰ͖ͳ͍ => ϙϞυʔϩλΠϚʔʢ30෼ͰΞ
    ϥʔϜ͕ग़ΔλΠϚʔʣΛ࡞ͬͯΈΔ
    • ϚΠϯΫϥϑτΛ΋ͬͱਂ͘༡ͼ͍ͨ => Java൛Λങͬ
    ͯ mod Λ࡞ͬͨΓɺվ଄ͯ͠ήʔϜΛ࡞Δ
    • ਌͕ϑΟϧλʔΛೖΕ͍ͯͯήʔϜ͕Ͱ͖ͳ͍ => ΀Α΀
    ΑɺςτϦε͘Β͍ͳΒ؆୯ʹ࡞ΕΔͷͰ࡞ͬͯΈΔ

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  71. ϓϩάϥϚʔʹͳΓ͍ͨͳΒ
    • ϓϩάϥϚʔ͸ʮ΋ͷͮ͘Γʯʹͱ͜ͱΜਅ݋
    ʹ޲͖߹ͬͯΔ
    • ग़དྷ্͕ͬͨϓϩάϥϜΛ৮Δͷ΋޷͖ͩ͠ɺ
    ग़དྷ্͕Δ·Ͱͷঢ়ଶΛ࡞Δͷ΋޷͖
    • ੋඇϓϩάϥϚʔʹͳΓ͍ͨͷͰ͋Ε͹ɺ͜ͷ
    ʮ΋ͷͮ͘Γʯͱਅ݋ʹ޲͖߹ͬͯΈͯཉ͍͠

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  72. ϓϩάϥϛϯάڭҭʹ͍ͭͯ
    • ϓϩάϥϛϯάڭҭ͸೔ຊͷ Society 5.0 ͱ͍͏औ
    Γ૊ΈͷபͷҰͭ
    • ϓϩάϥϛϯάͱ͍͏ͷ͸ػցʹ໋ྩ͢ΔࣄɺͦΕ
    ʹ͸࿦ཧతࢥߟೳྗɺ໰୊ղܾೳྗɺ૑ҙతࢥߟྗ
    ͷ3͕ͭඞཁ
    • ͦΕͧΕϓϩάϥϛϯάΛ௨ֶͯ͠Ϳ͜ͱͰָ͘͠
    ֶ΂Δ͖͔͚ͬʹͳΔ

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  73. ϓϩάϥϛϯάڭҭʹ͍ͭͯ
    • ֤ࠃITڭҭࣄ৘ͱͯ͠ɺਓࡐෆ଍͕͋Δதɺࠃ
    ࡍతʹ΋धཁ͸ڧ·͍ͬͯΔ
    • ೔ຊͷখֶߍͰ΋࣮ࡍ࢝·͍ͬͯΔ
    • 5, 6೥ੜʹͳͬͨΒڭΘΔͷͰɺͦΕ·Ͱ४
    උ͓͍ͯͯ͠΋ྑ͍͔΋

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  74. ϓϩάϥϛϯάڭҭʹ͍ͭͯ
    • ϓϩάϥϚʔʹͳΓ͍ͨͳΒʮ΋ͷͮ͘Γʯ
    Λͱ͜ͱΜ޷͖ʹͳͬͯ΄͍͠
    • ޷͖ʹͳΔ͚ͩ͡Όͳ͘ɺ࣮ࡍʹΞϓϦ΍
    αʔϏεΛ࡞ͬͯΈͯ΄͍͠
    • ໰୊ͷछ͸਎ۙʹ͋Δɺղܾ͠Α͏ͱ͍͏
    ৺΋΋ͷͮ͘Γͷਫ਼ਆͷҰͭ

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  75. ͋Γ͕ͱ͏͍͟͝·ͨ͠

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  76. ࢀߟࢿྉ
    • ϓϩάϥϛϯάڭҭ - จ෦Պֶল
    • https://www.mext.go.jp/a_menu/shotou/zyouhou/detail/1375607.htm
    • Պֶٕज़جຊܭը
    • https://www8.cao.go.jp/cstp/kihonkeikaku/5honbun.pdf
    • ॾ֎ࠃʹ͓͚Δϓϩάϥϛϯάڭҭʹؔ͢Δௐࠪݚڀ
    • https://www.mext.go.jp/a_menu/shotou/zyouhou/detail/__icsFiles/afieldfile/
    2018/08/10/programming_syogaikoku_houkokusyo.pdf
    • Scratch
    • https://scratch.mit.edu/projects/editor/?tutorial=getStarted

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