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課題研究後期人口感情解析発表資料
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magcho
March 12, 2017
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課題研究後期人口感情解析発表資料
課題研究後期人口感情解析発表資料
magcho
March 12, 2017
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Transcript
՝ݚᶗ ਓޱײղੳ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
จষΛΓड͚ղੳʢจઅͰ۠Δʣ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ
จষΛΓड͚ղੳʢจઅͰ۠Δʣ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ
จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ
୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࣙॻܗͱɾɾɾ ࠃޠࣙॻʹࡌ͍ͬͯΔ׆༻ܗͷ͜ͱɺ جຊతʹऴࢭܗͷ͜ͱͰ͢ ʢྫʣ৯ͨɾ৯Α͏ɾ৯ͯΔˠ৯Δ
׆༻ࣙॻͱ w ׆༻લͱࣙॻܗͷϖΞͷใ ࣙॻܗ ׆༻લ
׆༻ࣙॻͱ w ׆༻લͱࣙॻܗͷϖΞͷใ w ࠓճ ݅ͷϖΞΛࣙॻͱͯ͠༻ҙ ࣙॻܗ ׆༻લ
׆༻ࣙॻͱ w ׆༻લͱࣙॻܗͷϖΞͷใ w ࠓճ ݅ͷϖΞΛࣙॻͱͯ͠༻ҙ w ࣙॻܗ ௨ΓͷσʔλΛ༻ҙ ࣙॻܗ
׆༻લ
୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࣙॻܗͱɾɾɾ ࠃޠࣙॻʹࡌ͍ͬͯΔ׆༻ܗͷ͜ͱɺ جຊతʹऴࢭܗͷ͜ͱͰ͢ ʢྫʣ৯ͨɾ৯Α͏ɾ৯ͯΔˠ৯Δ
୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ʮࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨʯ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࡢدΔͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചΔͯͨ ࣙॻܗͱɾɾɾ ࠃޠࣙॻʹࡌ͍ͬͯΔ׆༻ܗͷ͜ͱɺ جຊతʹऴࢭܗͷ͜ͱͰ͢ ʢྫʣ৯ͨɾ৯Α͏ɾ৯ͯΔˠ৯Δ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ ࡢدΔͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചΔͯͨ
ײࣙॻͱ w ࣙॻܗͷ୯ޠͱͷϖΞͷใ w ࣮ࡍͷ-J4"ੜͷπΠʔτ ݅ ͔ΒΑ͘ ΘΕΔ୯ޠޠΛσʔλͱͯ͠༻ҙ w
ʙ ͷஈ֊ ୯ޠ ϙδςΟϒ ωΨςΠϒ
୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ ࡢدΔͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചΔͯͨ
୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ ୯ޠ ࡢ دΔ ͨ εʔύ ʔ ʹ ՄѪ͍ ΫοΩ
ʔ ͕ ചΔ ͯ ͨ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ ୯ޠ ࡢ دΔ ͨ εʔύ ʔ ʹ ՄѪ͍ ΫοΩ
ʔ ͕ ചΔ ͯ ͨ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دΔ ͨ εʔύ ʔ ʹ ՄѪ͍
ΫοΩ ʔ ͕ ചΔ ͯ ͨ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دΔ ͨ εʔύ ʔ ʹ ՄѪ͍
ΫοΩ ʔ ͕ ചΔ ͯ ͨ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ จઅ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ จઅ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
ղੳͷྲྀΕ จষΛΓड͚ղੳʢจઅͰ۠Δʣ จষΛܗଶૉղੳʢ୯ޠͰ۠Δʣ ୯ޠΛ׆༻ࣙॻͰݕࡧ͠ɺࣙॻܗʹ׆༻͢Δ ୯ޠΛײࣙॻͰݕࡧ֤͠୯ޠͷΛಘΔ
୯ޠ͕Ͳͷจઅʹଐ͢Δ͔୳֤͠จઅͷΛࢉग़ จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࡢ دͬͨ εʔύʔʹ ΫοΩʔ͕ ചͬͯͨ ՄѪ͍
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ ୯ޠ ࡢ
دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ
دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ
εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ
εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍
ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍
ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍
ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕
ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕
ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨ ୯ޠ ࡢ دͬͨ εʔύʔʹ ՄѪ͍ ΫοΩʔ͕ ചͬͯͨ
จઅؒͷΓड͚͔ؔΒจষશମͷΛࢉग़ ࡢدͬͨεʔύʔʹՄѪ͍ΫοΩʔ͕ചͬͯͨˠɹ