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プログラミング的思考力の育成を目指した/Yotsuya
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Naoki Kato
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June 13, 2019
Education
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プログラミング的思考力の育成を目指した/Yotsuya
新宿区 小学校教員向けICT推進リーダー研修
2019年6月13日
Naoki Kato
PRO
June 13, 2019
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Transcript
©2014- Naoki Kato, IML at TGU ৽॓۠ খֶߍڭһ͚*$5ਪਐϦʔμʔݚम ϓϩάϥϛϯάతࢥߟྗ ͷҭΛࢦͯ͠
౦ژֶܳେֶ *$5ηϯλʔ ڭҭใԽݚڀνʔϜ Ճ౻थ
©2014- Naoki Kato, IML at TGU ࣗݾհ Ճ౻थ ౦ژֶܳେֶ *$5ηϯλʔ
ڭҭใԽݚڀࢧԉνʔϜ ઐɿใֶ )VNBO$PNQVUFS*OUFSBDUJPO ಛʹϖϯೖྗ ϖϯೖྗ*'ͷڭҭͷར༻
©2014- Naoki Kato, IML at TGU ͡Ίʹ ຊͷ༰ l ϓϩάϥϛϯάతࢥߟΛҭΉ؍͔Β
*$5׆༻ͷਪਐ l ͓͢͠Δ༰ n ຊͷतۀΛ*$5׆༻ͷࢹ͔Β n *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ pখֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ pຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ ͔Β ͕࣌ؒ͋ͬͨΒʣ n ϓϩάϥϛϯάڭҭͷల։
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ϓϩάϥϛϯάతࢥߟͷҭΛࢦͯ͠
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ֎Խ͠ͳ͕Βͷࢥߟ׆ಈ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢥߟͷ֎ԽʢՄࢹԽɾදݱʣ ֮ ࢥߟ
֎Խ ֎Խͨ͠ͷΛ֮ ࢥߟͷཧɾදݱ ࡞ಈهԱ ظهԱ ೝ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢥߟͷ֎ԽʹΑΔࢥߟͷ׆ੑԽ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢥߟͷ֎ԽʹΑΔࢥߟͷ׆ੑԽ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢥߟͷ֎ԽʹΑΔࢥߟͷ׆ੑԽ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ಛʹ͜Εɾɾɾ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ͳͥ֎Խʹ*$5׆༻͕ద͍ͯ͠Δͷ͔ l ࢼߦࡨޡ͠ͳ͕Βߟ͑Δ࣌ؒͷ૿େ
l ݏ͕Δࢠɼͩ͜ΘΔࢠੵۃతʹ ༰қʹॻ͖ͤΔ ៉ྷʹ ༷ʑͳ৭ଠ͞
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ͳͥ֎Խʹ*$5׆༻͕ద͍ͯ͠Δͷ͔ l ࢼߦࡨޡ͠ͳ͕Βߟ͑Δ࣌ؒͷ૿େ
l Ͱ͖ͳ͔ͬͨࢠͰ͖ΔΑ͏ʹ ࣗ༝ͷߴ͍ίϯςϯπͷ࠶ར༻
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ֎ԽͰͷ*$5׆༻ͷཹҙ ༰қʹॻ͖ͤΔ ៉ྷʹ
༷ʑͳ৭ଠ͞ ͜Ε͕Ͱ͖ͳ͍Α͏ͳ ΞϓϦͷར༻ ߟ͑Λফͯ͠͠·͏ อଘɾෳ Γ͍ͨ͠ͱ͖ɼ ৽͍͠༻ࢴΛ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ֶͼͷ॥ͷ׆ੑԽ ಡΜͰ ݟͯ
ௌ͍ͯ ߟ͑ͯ ॻ͍ͯ ͯ͠ ࡱͬͯ ڧ Խ ओ ମ త Ͱ ର త ͳ ਂ ͍ ֶ ͼ ՄࢹԽɾදݱ ֮ ࢥߟ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࠓͷϙΠϯτ l ͍Ζ͍Ζͳߟ͑Λൺֱ͢Δ͜ͱ
l ͍Ζ͍Ζͳߟ͑Λग़͢͜ͱ l Α͏ͳ׆ಈ͕͋Δͱ*$5׆༻ͷϝϦοτେ ΨϯΨϯमਖ਼͠ͳ͕Β ͍ͭ͘ͷճΛ࡞ΕΔ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ͞ΒͳΔֶͼͷ॥ͷ׆ੑԽ ಡΜͰ ݟͯ
ௌ͍ͯ ߟ͑ͯ ॻ͍ͯ ͯ͠ ࡱͬͯ ଞͷਓߟ͑ͷ ཧղɾൺֱ ڧ Խ ओ ମ త Ͱ ର త ͳ ਂ ͍ ֶ ͼ ՄࢹԽɾදݱ ୡɾڞ༗ ࢥߟ ֮
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢹ֮తʹࢥߟͷୡʢڞ༗ʣ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢹ֮తͳࢥߟͷୡʢڞ༗ʣͰͷ*$5׆༻
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࢹ֮ͷ׆༻ 8PSLJOH.FNPSZ ࡞ಈهԱ
)))))))))))))))) )))))))))))))))) ײ֮هԱ Իӆ ϕʔε Πϝʔδ ϕʔε ݴޠత Ϟσϧ ࢹۭؒత Ϟσϧ ೋॏܦ࿏ MPOHUFSNNFNPSZ ظهԱ ೋॏූ߸Խ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ରͷڧԽ ࣗͷߟ͑Λ༰қʹදݱ͠ɼ૬खʹ͑Δ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ରͷڧԽ͔Β આ໌͢ΔͨΊͷදݱͷํ͔Βɼֶͼͷຊ࣭
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ରͷڧԽ͔Β ଞऀͷߟ͔͑Βɼࣗͷߟ͑Λม༰͍ͤͯ͘͞
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ͦͷͨΊͷ*$5׆༻ େ͖͘ɾɾɾࢦࣔ͠͠ͳ͕Β ͦͦͷࢥߟ׆ੑԽ
ࣗ༝ͳڞ༗
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ࠓͷϙΠϯτ l ूΊͨ֎Խ͞Εͨߟ͑Λجʹͨ͠
ྲྀΕ͕͋Δͱ*$5׆༻ͷϝϦοτେ ߟ͕͍͑ͬͺ͍
©2014- Naoki Kato, IML at TGU ຊͷतۀΛ*$5׆༻ͷࢹ͔Β ͦͷͨΊͷʢઌੜʹΑΔʣ*$5׆༻ l ࣍ͷ׆ಈΛΑΓ׆ੑԽ͢ΔͨΊʹ
n ٞΛ׆ੑԽ͢ΔͨΊʹΑ͍ҙݟΛ୳͢ n ݸผࢦಋํΛѲ͢Δ ͬ͞ͱશମΛѲ͢Δ
©2014- Naoki Kato, IML at TGU *$5׆༻͔Β ϓϩάϥϛϯάతࢥߟྗͷҭ ϓϩάϥϛϯάతࢥߟͷҭΛࢦͯ͠
©2014- Naoki Kato, IML at TGU *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ *$5׆༻ͱใ׆༻ೳྗ ใ׆༻ೳྗ *$5Λ
దʹ׆༻ֶͨ͠श׆ಈ श ಘ ݴޠೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ ओ ମ త ɾ ର త Ͱ ਂ ͍ ֶ ͼ ڧ Խ ඞ ཁ
©2014- Naoki Kato, IML at TGU *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ ֶशࢦಋཁྖʹ͓͚Δใ׆༻ೳྗ ڠಇ
ཱࣗ Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ੜ͖Δྗ ใٕज़ͷൃలɾਁಁ ใԽɾάϩʔόϧԽ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ݴޠೳྗɾใ׆༻ೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ "*ɼ*P5ʁ
©2014- Naoki Kato, IML at TGU *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ ใ׆༻ೳྗͱ*$5׆༻ ใ׆༻ೳྗ *$5Λ
దʹ׆༻ֶͨ͠श׆ಈ श ಘ ݴޠೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ओ ମ త ɾ ର త Ͱ ਂ ͍ ֶ ͼ ڧ Խ ڠ ಇ ࣗ ཱ Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ੜ͖Δྗ
©2014- Naoki Kato, IML at TGU *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ ใ׆༻ೳྗͱ l ۩ମతʹ
ใٴͼใٕज़Λద͔ͭޮՌతʹ׆༻ͯ͠ɺ Λൃݟɾղܾͨ͠Γࣗͷߟ͑Λܗͨ͠Γ ͍ͯͨ͘͠Ίʹඞཁͳࢿ࣭ɾೳྗ ίϯϐϡʔλͷใखஈΛదʹ༻͍ͯใΛ ಘͨΓɼใΛཧɾൺֱͨ͠ΓɼಘΒΕͨใ ΛΘ͔Γ͘͢ൃ৴ɾୡͨ͠ΓɼඞཁʹԠͯ͡ อଘɾڞ༗ͨ͠Γͱ͍ͬͨ͜ͱ͕Ͱ͖Δྗ ใखஈͷجຊతͳૢ࡞ͷशಘɼϓϩάϥϛϯ άతࢥߟɼใϞϥϧɼใηΩϡϦςΟɼ౷ܭ ʹؔ͢Δࢿ࣭ɾೳྗؚΉ ʢখֶߍֶशࢦಋཁྖղઆ Qʣ
©2014- Naoki Kato, IML at TGU *$5׆༻͔Βϓϩάϥϛϯάతࢥߟྗͷҭ খதߴҰ؏ͷࢹ͔Βͷใڭҭ ใᶗʢඞमʣ ٕज़
ใʹؔ͢Δٕज़ ใᶘ ใٕज़ͷൃలɾਁಁ ใͷՊֶతͳཧղʹ ཪଧͪ͞Εͨ ใ׆༻ೳྗ ΛҭΉ͜ͱ͕ॏཁ ϓϩάϥϛϯάڭҭ جຊతͳૢ࡞ ใϞϥϧ ใԽͱࣾձɾ࢈ۀ ϓϩάϥϛϯάతࢥߟྗ ͷҭ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖͰͷهࡌ ֤ڭՊͷಛ࣭ʹԠͯ͡ɼ Λɼܭըతʹ࣮ࢪ
ୈ̏ ̍ Π ࣇಐ͕ϓϩάϥϛϯάΛମݧ͠ͳ͕Βɼ ίϯϐϡʔλʹҙਤͨ͠ॲཧ ΛߦΘͤΔͨΊʹඞཁͳཧతࢥߟྗ Λʹ͚ΔͨΊͷֶश׆ಈ ʢখֶߍֶशࢦಋཁྖ Qʣ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖͰͷهࡌ ֤ڭՊͷಛ࣭ʹԠͯ͡ɼ Λɼܭըతʹ࣮ࢪ
l ڭՊͷதͰϓϩάϥϛϯάڭҭ ୈ̏ ̍ Π ࣇಐ͕ϓϩάϥϛϯάΛମݧ͠ͳ͕Βɼ ίϯϐϡʔλʹҙਤͨ͠ॲཧ ΛߦΘͤΔͨΊʹඞཁͳཧతࢥߟྗ Λʹ͚ΔͨΊͷֶश׆ಈ ʢখֶߍֶशࢦಋཁྖ Qʣ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ڭՊͷֶͼͱͷؔ l ϓϩάϥϛϯάڭҭΛ௨ͯ͠
ڭՊͷֶͼΛਂΊΔ ͞ΒʹɼڭՊͰֶͿࣝٴͼٕೳΛΑΓ֬ ࣮ʹʹ͚ͤ͞Δ͜ͱʹ͋Δɻ ʢখֶߍֶशࢦಋཁྖղઆ૯ଇฤ Qʣ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖͰͷهࡌ ֤ڭՊͷಛ࣭ʹԠͯ͡ɼ Λɼܭըతʹ࣮ࢪ
ୈ̏ ̍ Π ࣇಐ͕ϓϩάϥϛϯάΛମݧ͠ͳ͕Βɼ ίϯϐϡʔλʹҙਤͨ͠ॲཧ ΛߦΘͤΔͨΊʹඞཁͳཧతࢥߟྗ Λʹ͚ΔͨΊͷֶश׆ಈ ʢখֶߍֶशࢦಋཁྖ Qʣ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ϓϩάϥϛϯάڭҭͷखҾ͖ʹ ͱ͋Δ ࣇಐ͕ϓϩάϥϛϯάʹऔΓΜͩΓɺ
ίϯϐϡʔλΛ׆༻ͨ͠Γ͢Δ͜ͱͷ ָ͠͞໘ന͞ɺͷ͝ͱΛ͛ͨ͠ ͱ͍͏ୡײΛຯΘ͏͜ͱ͕ॏཁ ମݧ͕ ॏཁ ָ͠͞ ໘ന͞ ॏཁ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ϓϩάϥϛϯάମݧ͕ॏཁͳཧ༝ l ϓϩάϥϛϯάମݧָ͍͠ˠओମੑ
l ࢼߦࡨޡ͕༰қ n ࣗͷߟ͕͑ਖ਼͍͔͕֬͠ೝͰ͖Δ n ؒҧͬͯͨΒ༰қʹमਖ਼ʹઓͰ͖Δ ίϯϐϡʔλʹɾɾɾ ඞཁͳཧతࢥߟྗ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ͏ҰͭͷҭΉྗ l ͜Εʹମݧ͕ඞਢ
ϓϩάϥϜͷಇ͖Α͞ɼใࣾձ͕ίϯϐϡʔλΛ͡Ίͱ ͢Δใٕज़ʹΑͬͯࢧ͑ΒΕ͍ͯΔ͜ͱͳͲʹؾ͖ɼۙ ͳͷղܾʹओମతʹऔΓΉଶίϯϐϡʔλΛ্ख ʹ׆༻ͯ͠ΑΓΑ͍ࣾձΛங͍͍ͯ͜͏ͱ͢ΔଶͳͲΛҭΉ ͜ͱ ʢখֶߍֶशࢦಋཁྖղઆ Qʣ ͍͢͝ ͬͯΈΔ ͷΑ͏ͳଶ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖͰͷهࡌ ֤ڭՊͷಛ࣭ʹԠͯ͡ɼ Λɼܭըతʹ࣮ࢪ
ୈ̏ ̍ Π ࣇಐ͕ϓϩάϥϛϯάΛମݧ͠ͳ͕Βɼ ίϯϐϡʔλʹҙਤͨ͠ॲཧ ΛߦΘͤΔͨΊʹඞཁͳཧతࢥߟྗ Λʹ͚ΔͨΊͷֶश׆ಈ ʢখֶߍֶशࢦಋཁྖ Qʣ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖͰͷهࡌͷҙຯ ୈ̏ ̍
Π ࣇಐ͕ϓϩάϥϛϯάΛମݧ͠ͳ͕Βɼ ίϯϐϡʔλʹҙਤͨ͠ॲཧ ΛߦΘͤΔͨΊʹඞཁͳཧతࢥߟྗ Λʹ͚ΔͨΊͷֶश׆ಈ ʢখֶߍֶशࢦಋཁྖ Qʣ ϓϩάϥϛϯά ཧతʹߟ͑Δྗ ͷͨΊʹ ˞୯ͳΔίϯϐϡʔλར༻ͱղऍͰ͖Δ͕ จ຺͔ΒϓϩάϥϛϯάͰ͋Δ͜ͱࣗ໌ ಋೖͷഎܠ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ֶशࢦಋཁྖ͔Βϓϩάϥϛϯάతࢥߟ ͕ࣗҙਤ͢ΔҰ࿈ͷ׆ಈΛ࣮ݱ͢ΔͨΊʹɺ ͲͷΑ͏ͳಈ͖ͷ߹͕ͤඞཁͰ͋Γɺ
ҰͭҰͭͷಈ͖ʹରԠͨ͠ه߸Λɺ ͲͷΑ͏ʹΈ߹ΘͤͨΒ͍͍ͷ͔ɺ ه߸ͷ߹ͤΛͲͷΑ͏ʹվળ͍͚ͯ͠ɺ ΑΓҙਤͨ͠׆ಈʹۙͮ͘ͷ͔ɺ ͱ͍ͬͨ͜ͱΛཧతʹߟ͍͑ͯ͘ྗ ʢখֶߍֶशࢦಋཁྖղઆ Qʣ ϓϩάϥϛϯά ͢Δͱ͖ͷҰ࿈ͷ׆ಈ Λ ཧతʹߟ͑Δྗ
©2014- Naoki Kato, IML at TGU খֶߍʹ͓͚Δϓϩάϥϛϯάڭҭ ϓϩάϥϛϯάతࢥߟ େ͖͘ෳࡶͳ ߴใԽࣾձʹ͓͚Δ
ߴใԽࣾձʹ͓͚Δ େ͖ͳثͰ͋Δ ந Խ Ϟ σ ϧ Խ Ұ ൠ Խ ղ ߏԽ खॱԽ ධՁ ॱং ذ ෮ ฒྻ ԋ៷ɾؼೲʢྨਪɼԾઆʣ $PNQVUFS ߴԽɾࣗಈԽ ཧతࢥߟɾύλϯೝࣝ ύ ϥ ϝ λ ϥ Π ζ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ ਖ਼ଟ֯ܗ Λඳ͘ ਖ਼ࡾ֯ܗ
Λඳ͘ ਖ਼ํܗ Λඳ͘ ਖ਼ޒ֯ܗ Λඳ͘ ʢͷʣղ ઢΛඳ͘ ઢΛඳ͘ ઢΛඳ͘ ղʴखॱʢॱ࣍ʣ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ ઢΛඳ͘ ઢΛඳ͘ ઢΛඳ͘
ಛఆͷ͞ͷ ઢΛඳ͘ ఆنΛ ߹ΘͤΔ ಛఆͷ͞ͷ ઢΛඳ͘ ղʴखॱʢॱ࣍ʣ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ ઢΛඳ͘ ઢΛඳ͘ ઢΛඳ͘
ثΛ ߹ΘͤΔ ͷํΛ ௐΔ ఆنΛ ߹ΘͤΔ ಉ͡͞ͷ ઢΛඳ͘ ͷํ ʹΛଧͭ ಉ͡͞ͷ ઢΛඳ͘ ղʴखॱʢॱ࣍ʣ ղʴखॱʢॱ࣍ʣ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ ઢΛඳ͘ ઢΛඳ͘ ઢΛඳ͘
ղʴखॱʢॱ࣍ʣ Λ݁Ϳ ઢΛඳ͘ ఆنΛ ߹ΘͤΔ Λ݁Ϳ ઢΛඳ͘
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ Λ݁Ϳ ઢΛඳ͘ ಛఆͷ͞ͷ
ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ਖ਼ํܗΛඳ͘ ਖ਼ޒ֯ܗΛඳ͘ ಛఆͷ͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ Λ݁Ϳ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ Λ݁Ϳ ઢΛඳ͘ ಛఆͷ͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ਖ਼ࡾ֯ܗΛඳ͘
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ Λ݁Ϳ ઢΛඳ͘ ಛఆͷ͞ͷ
ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ਖ਼ํܗΛඳ͘ ਖ਼ޒ֯ܗΛඳ͘ ಛఆͷ͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ Λ݁Ϳ ઢΛඳ͘ Λ݁Ϳ ઢΛඳ͘ ಛఆͷ͞ͷ ઢΛඳ͘ ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ ਖ਼ࡾ֯ܗΛඳ͘ ճ܁ฦ͠ ճ܁ฦ͠ ճ܁ฦ͠ ύλϯೝࣝ ʴ खॱԽ ʢ܁Γฦ͠ʣ
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ ਖ਼/֯ܗΛඳ͘ Λ݁Ϳ ઢΛඳ͘
ಛఆͷ͞ͷ ઢΛඳ͘ 9ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ /ճ܁Γฦ͢ 9/ ύλϯೝࣝ ˣ ύϥϝλϥΠζ ʹҰൠԽ ਖ਼ࡾ֯ܗΛඳ͘ ਖ਼ํܗΛඳ͘ ਖ਼ޒ֯ܗΛඳ͘
©2014- Naoki Kato, IML at TGU ਖ਼ଟ֯ܗΛ؆୯ʹ៉ྷʹඳ͖͍ͨ Λ݁Ϳ ઢΛඳ͘ ಛఆͷ͞ͷ
ઢΛඳ͘ 9ͷํΛ ௐΔ ಉ͡͞ͷ ઢΛඳ͘ /ճ܁Γฦ͢ 9/ ͜Εখֶੜ༻ ͷखॱ ίϯϐϡʔλʹ ඳ͔ͤΔ߹ ϓϩάϥϛϯάݴޠ ʹ͋Δ໋ྩͰߏ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟ ྗҭͷࢹ͔Β
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ͔Β ܭࢉํ๏ͷ୳ࡧ ̏º̐ʴ̐ ̐º̐
̑º̑ʔ̏º̏
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ͔Β ఆࣜԽ ̏º̐ʴ̐ ̐º̐ʴ̐
̎º̐ʴ̐ 9 º̐ʴ̐ ύλϯೝࣝ ҰൠԽ ʢύϥϝλϥΠζʣ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ͔Β ίʔσΟϯά ̍ลͷؙͷΛೖྗ͢ͱ पลͷؙͷΛදࣔ͢Δ
ʴ දݱ͢ΔͨΊͷݴޠ
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ͔Β ͞Βʹ:֯ܗ·Ͱߟ͑Δͱ ̏º̐ʴ̐ ̏º̏ʴ̏
̏º̑ʴ̑ .֯ܗΛରʹ͢Ε 9 º:ʴ:
©2014- Naoki Kato, IML at TGU ຊͷतۀΛϓϩάϥϛϯάతࢥߟྗҭͷࢹ͔Β ϓϩάϥϛϯάڭҭͱͯ͠ͷҐஔ͚ ந
Խ Ϟ σ ϧ Խ Ұ ൠ Խ ղ ߏԽ खॱԽ ධՁ ॱং ذ ෮ ฒྻ ԋ៷ɾؼೲʢྨਪɼԾઆʣ $PNQVUFS ߴԽɾࣗಈԽ ཧతࢥߟɾύλϯೝࣝ ύ ϥ ϝ λ ϥ Π ζ Ξϯϓϥάυ׆ಈʹΑΔ ࢥߟྗτϨʔχϯά ͍͢͝ ͬͯΈΔ ͷΑ͏ͳଶ ͭͳ͍͛ͯ͘͜ͱ͕ॏཁ
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ϓϩάϥϛϯάతࢥߟͷҭΛࢦͯ͠
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ֶशࢦಋཁྖͰྫࣔ͞Εͨ୯ݩ ใԽࣾձʹؔ͢Δ ୳ڀత՝ͷதͰͷ
ϓϩάϥϛϯά ૯߹ ڭՊ ՝ఔ֎ ଟ֯ܗΛඳ͘ ిؾͷར༻ खҾ͖ ྨ"
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ϓϩάϥϛϯάڭҭͷࠜͬ͜ͷͱ͜Ζ ڠಇ
ཱࣗ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ݴޠೳྗɾใ׆༻ೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ ͍͢͝ ͬͯΈΔ ͷΑ͏ͳଶ ந Խ Ϟ σ ϧ Խ Ұ ൠ Խ ղ ߏԽ खॱԽ ධՁ ॱং ذ ෮ ฒྻ ԋ៷ɾؼೲʢྨਪɼԾઆʣ $PNQVUFS ߴԽɾࣗಈԽ ཧతࢥߟɾύλϯೝࣝ ύ ϥ ϝ λ ϥ Π ζ
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ܥ౷తͳֶͼ͔Βతϓϩάϥϛϯά తϓϩάϥϛϯά ใԽࣾձʹؔ͢Δ
୳ڀత՝ͷதͰͷ ϓϩάϥϛϯά ૯߹ ڭՊ ՝ఔ֎ ଟ֯ܗΛඳ͘ ిؾͷར༻ ྨ# ྨ$
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ جૅతͳྗ͕͍͍ͭͯΕ ਖ਼ଟ֯ܗΛඳ͘ ָ͠Έͳ͕Β
ཧతࢥߟΛಇ͔ͤͳ͕Β తͳ ϓϩάϥϛϯά ը໘ඳը ܁Γฦ͠ ࢛ଇԋࢉ ม ʴ ίʔσΟϯάྗ ͳͲ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ͔ͣΛ͔ͧ͑Δ IUUQTTDSBQCPYJP*.--BC͔ͣΛ͔ͧ͑Δ ճࢦఆ܁Γฦ͠
มͷར༻ ̍ ̍ʙ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ͔ͣΛΑΈ͋͛Δ IUUQTTDSBQCPYJP*.--BC͚̎ͨͷ͔ͣΛΑΉ ͖࣮݅ߦ
̍ ̎ʙ̐ ܻ·Ͱ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ͨ͟͠Μɼͻ͖͟Μ IUUQTTDSBQCPYJP*.--BCͨ͟͠Μ ̍
ʙ ࢛ଇԋࢉ มʢར༻ʣ ݅ذʢࣜʣ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ങ͑Δ͔ͳʁ IUUQTTDSBQCPYJP*.--BCങ͑Δ͔ͳʁ ̎ʙ
͖࣮݅ߦ ݅ذʢෆࣜʣ มʢೖʣ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ͷ͜Γ͍ͭ͘ʁ IUUQTTDSBQCPYJP*.--BCΓ͍ͭ͘ʁ ̏ʙ
มʢೖʣ ༨ԋࢉ
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ۮͱحɼഒͱެഒ IUUQTTDSBQCPYJP*.--BCഒͱެഒ ̑
©2014- Naoki Kato, IML at TGU ʮଟ֯ܗͱԁʯΛࢦͯ͠ ͦͯ͠ଟ֯ܗͱԁ IUUQTTDSBQCPYJP*.--BCਖ਼ଟ֯ܗ ύλϯೝࣝ
܁Γฦ͠ ҰൠԽ
©2014- Naoki Kato, IML at TGU ʮిؾͷಇ͖ʯΛࢦͯ͠
©2014- Naoki Kato, IML at TGU ʮిؾͷಇ͖ʯΛࢦͯ͠ ిྲྀͷ੍ޚʢྲྀ͢ͱྲྀ͞ͳ͍ʣ IUUQTTDSBQCPYJP*.--BCిؾͱಇ͖ มʢೖʣ
݅ذ ̏ɼ̐
©2014- Naoki Kato, IML at TGU ʮిؾͷಇ͖ʯΛࢦͯ͠ ిྲྀͷ੍ޚʢେ͖͞ͷมߋʣ มʢΠϯΫϦϝϯτʣ ݅ذ
̐
©2014- Naoki Kato, IML at TGU ʮిؾͷಇ͖ʯΛࢦͯ͠ ຺ഥͷՄࢹԽ ̒ ηϯα͔Βͷೖྗ
©2014- Naoki Kato, IML at TGU ʮిؾͷಇ͖ʯΛࢦͯ͠ ͦͯ͠తͳϓϩάϥϛϯά n ཧՊʴ૯߹ʴਤʴࣾձʴՈఉՊ
ʢࣸਅʣ લݪখɺੜ͕ϑΟδΧϧίϯϐϡʔςΟϯάͰʮిؾʯΛֶͿ *$5ڭҭχϡʔε ݄ ೖྗ ໌Δ͞ Թ Ճ ํҐ Ϙλϯ ࣪ ؾѹ ࢎૉೱ ɿ ग़ྗ ޫ Ի ಈྗ ɿ ̒ ਓ͕ͦʹ͍ͯ Թ͕ߴ͍ͱ ԹʹԠͯ͡ճΔઔ෩ػ
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ྔͷؔͱཧՊ ຺ഥʹؒ͋ͨΓͷճ ʻ຺ഥܭΛ࡞Ζ͏ʼ
̎ͭͷྔͷؔ ʻपΓͷ໌Δ͞ʹ߹ΘͤΔి౮ʼ
©2014- Naoki Kato, IML at TGU ϓϩάϥϛϯάڭҭͷల։ ڭՊԣஅɾܥ౷తͳֶͼ͔Β తϓϩάϥϛϯά Ξ
ϯ ϓ ϥ ά υ ใԽࣾձʹؔ͢Δ ୳ڀత՝ͷதͰͷ ϓϩάϥϛϯά ϓϩάϥϛϯά ಋೖ ૢ࡞࿅श ڭՊͷֶͼʹབྷΊͨ ϓϩάϥϛϯά ૯߹ ڭՊ ՝ఔ֎ ଟ֯ܗΛඳ͘ ిؾͷར༻
©2014- Naoki Kato, IML at TGU ͓ΘΓʹ ϓϩάϥϛϯάతࢥߟͷҭΛࢦͯ͠
©2014- Naoki Kato, IML at TGU ͓ΘΓʹ *$5׆༻ʹใ׆༻ೳྗෆՄܽ ใ׆༻ೳྗ *$5Λ
దʹ׆༻ֶͨ͠श׆ಈ श ಘ ݴޠೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ओ ମ త ɾ ର త Ͱ ਂ ͍ ֶ ͼ ڧ Խ ڠ ಇ ࣗ ཱ Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ੜ͖Δྗ
©2014- Naoki Kato, IML at TGU ͓ΘΓʹ ϓϩάϥϛϯάߴͳ*$5׆༻ l શͯͷਓ͕Ͱ͖Δඞཁͳ͍͕
Ͱ͖Δ͜ͱ͓͍ͬͯͨ΄͏͕ͤ 1SPHSBNNJOH ͍͢͝ίϯϐϡʔλ͆
©2014- Naoki Kato, IML at TGU ͓ΘΓʹ ͦͷͨΊͷҭ ใ׆༻ೳྗ *$5Λ
దʹ׆༻ֶͨ͠श׆ಈ श ಘ ݴޠೳྗ ൃݟɾղܾೳྗ ֶशͷج൫ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ओ ମ త ɾ ର త Ͱ ਂ ͍ ֶ ͼ ڧ Խ ڠ ಇ ࣗ ཱ ੜ͖Δྗ ϓϩάϥϛϯά ׆ಈ ϓϩάϥϛϯά తࢥߟΛؚΉ ֶͼ
©2014- Naoki Kato, IML at TGU ͓͠·͍ ϓϩάϥϛϯάతࢥߟͷҭΛࢦͯ͠