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コミック内の発話への読者手書き文字融合による共感度向上手法の提案(JSAI2017)
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Junki Saito
May 24, 2017
Research
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コミック内の発話への読者手書き文字融合 による共感度向上手法の提案(JSAI2017)
Junki Saito
May 24, 2017
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Transcript
ίϛοΫͷൃͷಡऀखॻ͖จࣈ༥߹ ʹΑΔڞײ্ख๏ͷఏҊ ੪౻ Ҁج தଜ ૱࢙ ླ ਖ਼໌ ໌࣏େֶ ૯߹ཧֶ෦
ઌϝσΟΞαΠΤϯεֶՊ
ʢ ̍ ʣ ಡऀͷ ͱϚϯΨͷʮϑΥϯτʯΛ༥߹͢Δ͜ͱͰ ϢʔβͷڞײΛߴΊΔ͜ͱ͕Ͱ͖Δిࢠॻ੶ !
ৄ खॻ͖จࣈσʔλϕʔε !
ίϛοΫͷిࢠԽ ϢʔβͦΕͧΕͷσόΠεͰӾཡՄೳʹ ಈతͳදݱ͕Մೳʹ
ిࢠίϛοΫͷදݱΛ๛͔ʹ͢Δ खॻ͖จࣈΞχϝʔγϣϯੜख๏ <ࠤ౻ > खॻ͖จࣈΞχϝʔγϣϯΛࣜͰදݱ ϚϯΨͷηϦϑɾΦϊϚτϖʹ༩
σΟδλϧίϛοΫ੍࡞ͷͨΊͷಈతͳԻᄻදݱੜγεςϜ <দԼ > ίϛοΫͷΦϊϚτϖʹରͯ͠खܰʹಈ͖Λ༩ Ϣʔβ͕ύϥϝʔλΛௐઅ͢Δ͜ͱ͕Մೳ
ిࢠίϛοΫͷݱঢ় ΄ͱΜͲࢴഔମΛը૾σʔλͱͯ͠εΩϟϯ͚ͨͩ͠ͷͷ
ిࢠίϛοΫͷݱঢ় ΄ͱΜͲࢴഔମΛը૾σʔλͱͯ͠εΩϟϯ͚ͨͩ͠ͷͷ ిࢠίϛοΫͷརΛ׆͔͖͠Ε͍ͯͳ͍
ిࢠίϛοΫΛͱΜ͔ͭʹஔ͖͑Δͱ
ిࢠίϛοΫΛͱΜ͔ͭʹஔ͖͑Δͱ ίϛοΫʹௐຯྉΛՃ͑ͯࣗΈͷͷʹʂʂ
ిࢠίϛοΫʹ͓͚ΔௐຯྉΛՃ͑ΒΕͦ͏ͳ෦ ֆ ΦϊϚτϖɾޮՌԻ ίϚׂΓ ηϦϑ
• ஶऀͷͩ͜ΘΓϙΠϯτ • ઌߦݚڀ͋Γ
ిࢠίϛοΫʹ͓͚ΔௐຯྉΛՃ͑ΒΕͦ͏ͳ෦ ֆ ΦϊϚτϖɾޮՌԻ ίϚׂΓ ηϦϑ
• ஶऀͷͩ͜ΘΓϙΠϯτ • ઌߦݚڀ͋Γ
ίϛοΫͷηϦϑͰ༻͞ΕΔϑΥϯτ ଟ͘ՄಡੑΛॏࢹͨ͠ʮʯ ηϦϑͷϑΥϯτ֤ग़൛͕ܾࣾఆ͍ͯ͠ΔͨΊɼ ϚϯΨݪ࡞ऀ΄ͱΜͲհೖ͍ͯ͠ͳ͍ ूӳࣾ ߨஊࣾ BI F A
D G
ूӳࣾ ߨஊࣾ BI F A D G ίϛοΫͷηϦϑͰ༻͞ΕΔϑΥϯτ ଟ͘ՄಡੑΛॏࢹͨ͠ʮʯ ηϦϑͷϑΥϯτ֤ग़൛͕ܾࣾఆ͍ͯ͠ΔͨΊɼ
ϚϯΨݪ࡞ऀ΄ͱΜͲհೖ͍ͯ͠ͳ͍ ηϦϑʹ༻͞ΕΔϑΥϯτʹ ࣗΈͷຯ͚Λʂ
ฏۉจࣈඒ͍͠ <தଜ > ਓࣗࣗͷࣈΛ࠷ΉʢଞऀධՁͷഒҎ্ʣ
खॻ͖จࣈͷࣗଞࣝผೳྗͱײௐࠪ <੪౻ > ࣗͷखॻ͖จࣈݟ͚Δ͜ͱ͕Ͱ͖Δ
खॻ͖จࣈͷࣗଞࣝผೳྗͱײௐࠪ <੪౻ > ࣗͷखॻ͖จࣈݟ͚Δ͜ͱ͕Ͱ͖Δ ࣗͷखॻ͖จࣈʹରͯ͠ײΛ๊͖ɼ ଞऀͷखॻ͖จࣈͱ༥߹͢Δ͜ͱͰΑΓҹʹͳΔʂ
खॻ͖จࣈͷࣗଞࣝผೳྗͱײௐࠪ <੪౻ > ࣗͷखॻ͖จࣈݟ͚Δ͜ͱ͕Ͱ͖Δ ࣗͷखॻ͖จࣈʹରͯ͠ײΛ๊͕͘ɼ ଞऀͷखॻ͖จࣈͱ༥߹͢Δ͜ͱͰΑΓҹʹͳΔʂ
ϑΥϯτͱ༥߹ͯ͠ಉ༷ͷޮՌ͕ಘΒΕΔͷͰʁ
खॻ͖จࣈΛεύΠεͱͨ͠ಡΈखʹ͋ͬͨిࢠίϛοΫ
ྫ̍ ಡऀͷखॻ͖จࣈΛ༥߹ உੑಡऀ
ྫ̎ ঁੑಡऀ ಡऀͷखॻ͖จࣈΛ༥߹
ྫ̏ ঁੑͷײͷߴ͍ खॻ͖จࣈΛ༥߹ உੑಡऀ
ྫ̐ ײͷ͍ खॻ͖จࣈΛ༥߹ ಡऀ
• ϚϯΨ͔ΒηϦϑ෦ͷநग़ <ాத ><3JHBVE > • ηϦϑͷจࣈೝࣝʢ0$3ٕज़ʣ • ऀࣝผ •
ಡऀͷײҠೖਪఆ ˠ ࢹઢ͔Βڵຯ߹͍ਪఆ <Լ > • ϑΥϯτͱखॻ͖จࣈͷ༥߹ख๏
࣮ݱͷୈҰาͱͯ͠ ᶃ ʮϑΥϯτʯͱʮ ͷ༥߹ख๏ͷఏҊ ᶄ ༥߹ख๏Λ༻͍ͨϓϩτλΠϓγεςϜͷ࣮
ϑΥϯτͱखॻ͖จࣈͷ༥߹ख๏
8 96 5 7༥ ϑʔϦΤڃల։ʹΑΔखॻ͖จࣈͷࣜԽ <தଜ >ΛԠ༻ http://satoken.nkmr.io/2015/Char2Fourier/convert.html ! =
# = + .12 3 2 0 3 .12 3 - 2 0 3 - .12 3 2 0 3 - .12 3 ) 2 0 3 + + .12 (3 2 0 (3 - .12 )3 ) 2 0 )3 + .12 3 2 0 3 + .12 +3 2 0 +3 .12 3 2 0 3 4 - -) .12 3 2 0 3 ( .12 3 2 0 3 ( +) .12 3 ) 2 0 3 (( ( .12 3 + 2 0 3 - .12 (3 2 0 (3 ) .12 )3 + 2 0 )3 .12 3 2 0 3 + .12 +3 2 0 +3 .12 3 2 0 3 4 $ %
༥ จࣈͷଠ͞ใΛͭΊͷมͱͯ͠ॲཧ ! " → " $ →
$ z → (", $)
༥ ϑΥϯτͷσʔλͷ͔࣋ͪͨ ࣍ϕδΣۂઢɾ࣍ϕδΣۂઢͰදݱ ϑΥϯτදݱͷͨΊͷ੍ޚͷใ͔͍͍ͬͯ͠ͳ͍ ϑΥϯτͷਊઢͷ ྻ࠲ඪɾଠ͞Λࣄલʹࢉग़
จࣈͷଠ͞ใΛͭΊͷมͱͯ͠ॲཧ ༥ ! " → " $ →
$ z → (", $) ! " = *+ , $ = -+ , z = .+ , ! " = */ , $ = -/ , 0 = ./ , ˞खॻ͖จࣈͷଠ͞Ұఆͱ͢Δ ϑΥϯτ
ಘΒΕͨࣜಉ࢜ΛՃॏฏۉԽ͢Δ͜ͱͰ༥߹ ༥ ! " = $%& ' +
(1 − $)%- ' . = $/& ' + (1 − $)/- ' 0 = $1& ' + (1 − $)1- ' 0 ≤ $ ≤ 1 ʁ खॻ͖ ϑΥϯτ खॻ͖ ϑΥϯτ खॻ͖ ϑΥϯτ खॻ͖ ϑΥϯτ खॻ͖ ϑΥϯτ
ϓϩτλΠϓγεςϜ
ిࢠίϛοΫͷద༻ྫ
ʢЋʣ ʢЋʣ
( ( ( )
( ) ( ) ) ) ஶऀ " #
ΞΠυϧঁ༏ͷखॻ͖จࣈΛ༥߹ͨ͠ϚϯΨΛൢച
Ø ϚϯΨݪ࡞ऀͷωʔϜʹॻ͖ࠐ·Εͨखॻ͖จࣈΛ༥߹ Ø Ξχϝ൛ͷ༏ͷखॻ͖จࣈΛ༥߹͢Δ͜ͱͰ ҰछͷΞςϨίͷΑ͏ͳָ͠Έํ͕Ͱ͖Δ
Ø ϚϯΨݪ࡞ऀͷωʔϜʹॻ͖ࠐ·Εͨखॻ͖จࣈΛ༥߹ Ø Ξχϝ൛ͷ༏ͷखॻ͖จࣈΛ༥߹͢Δ͜ͱͰ ҰछͷΞςϨίͷΑ͏ͳָ͠Έํ͕Ͱ͖Δ
ήʔϜͷΩϟϥΫλͷൃݴɾΧϥΦέͷՎࢺɾ 8FCࠂ FUD
σδλϧίϯςϯπʹϑΥϯτ͕ ͖ͭͷͳͷͰԠ༻ઌͨ͘͞Μ
Ø ηϦϑͷϑΥϯτ͕खॻ͖จࣈͱ༥߹ͯ͠ఏࣔ͞ΕΔ ϚϯΨϏϡʔϫʔͷఏҊ Ø ϑΥϯτͱखॻ͖จࣈͷ༥߹ΞϧΰϦζϜͷఏҊ Ø ͞·͟·ͳγνϡΤʔγϣϯʹ͓͚Δద༻ྫͷհ ࠓޙͷల։ ü
ࣗͷखॻ͖จࣈͱϑΥϯτͷ༥߹จࣈͷҹௐࠪ खॻ͖จࣈͷ༥߹ׂ߹Ͳ͜·ͰΛڐ༰͢Δ͔ ü ༥߹จࣈ͕ΘΕͨϚϯΨΛಡΜͩͱ͖ɼڞײ্͕͢Δ͔ௐࠪ