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March 11, 17
スライド概要
SIGHCI172で「街歩き時の視線ログ分析による迷子特徴に関する調査」というタイトルで発表した際の資料です.
明治大学 総合数理学部 先端メディアサイエンス学科 中村聡史研究室
֗า͖࣌ͷࢹઢϩάੳʹΑΔ ໎ࢠಛʹؔ͢Δௐࠪ ਆࢁ࢙ɹதଜ૱࢙ ʢ໌࣏େֶ૯߹ཧֶ෦தଜࣨڀݚʣ
എܠ ৗੜ׆ͷதͰ໎ࢠʹͳΔ͜ͱ͕͋Δ ˒ ໎ࢠʹ༷ʑͳཁҼ͕͋Δ ✦ ✦ ෳࡶͳަࠩ ๏ ೖΔಓΛؒҧ͑Δ ͘Ͷ͘Ͷ͕ͨͬۂಓ ๏ ํ͕͔֯Βͳ͘ͳΔ ҹ͕গͳ͍ಓ ✦ (14ͷͣΕ ๏ ࡏݱΛޡೝ͢Δ ✦
ؔ࿈ڀݚ ུਤΛ༻͍ͨܦ࿏φϏήʔγϣϯʹؔ͢Δڀݚ ˒ าߦऀφϏήʔγϣϯʹ͓͚Δඍখը໘Ͱͷࢹೝੑ ͱϢʔβͷ໎͍ʹ͘͞Λߟྀུͨ͠ਤੜख๏ <അޱɼ> ✦ ਓؒͷఆੑతํਪΛߟྀͯ͠ ਤΛ؆ུԽ ๏ খ͍͞ը໘Ͱݟ͍͢ ུਤͷੜ͕Մೳͱͳͬͨ
ؔ࿈ڀݚ ུਤΛ༻͍ͨܦ࿏φϏήʔγϣϯʹؔ͢Δڀݚ ˒ /"7*5*.& ✦ εϚʔτϑΥϯͷը໘ʹదͨ͠αΠζɼਤͷॖईɼ ݐͷܗঢ়ͳͲΛදࣔͨ͠ҊใͷఏࣔΛߦ͏ IUUQQSPEVDUTOBWJUJNFDPKQ
ؔ࿈ڀݚ ུਤΛ༻͍ͨܦ࿏φϏήʔγϣϯʹؔ͢Δڀݚ ˒ าߦऀφϏήʔγϣϯʹ͓͚Δඍখը໘Ͱͷࢹೝੑ ͱϢʔβͷ໎͍ʹ͘͞Λߟྀུͨ͠ਤੜख๏ ˒ /"7*5*.& ✦ ԿਤΛ֬ͯݟೝ͢Δඞཁ͕͋Δ ๏ ֗า͖ͷ҆શੑ͕อͯͳ͍
ؔ࿈ڀݚ ϥϯυϚʔΫΛ༻͍ͨܦ࿏φϏήʔγϣϯڀݚ ˒ ͱઢͱ໘ͷϥϯυϚʔΫʹΑΔಓʹ໎͍ʹ͍͘ φϏήʔγϣϯɾγεςϜͱͦͷධՁ<Ӭɼ> ✦ ɾઢɾ໘ͷͭͷϥϯυϚʔΫΛෳ༻͍ͯ ɹɹɹɹɹɹΑΓ໎͍ʹ͍͘φϏήʔγϣϯΛ࣮ݱ ๏ ๏ ๏ ɿίϯϏχͳͲͷॴ ઢɿװઢಓ࿏ઢ࿏Ԋ͍ͷಓ࿏ ໘ɿඪͱͳΔΑ͏ͳେ͖͍ݐ
ؔ࿈ڀݚ ϥϯυϚʔΫΛ༻͍ͨܦ࿏φϏήʔγϣϯڀݚ ˒ ܦ࿏φϏήʔγϣϯ࣮ʹࡍ࣮ͰڀݚΛา͔ͤͯ ධՁ࣮ݧΛߦ͍ͬͯΔڀݚগͳ͍ ✦ ΄ͱΜͲ(PPHMFετϦʔτϏϡʔ ंࡌΧϝϥө૾Λ༻͍ͨԾతͳڥԼͰͷධՁ࣮ݧ
ؔ࿈ڀݚ ϥϯυϚʔΫΛ༻͍ͨܦ࿏φϏήʔγϣϯڀݚ ˒ ܦ࿏φϏήʔγϣϯ࣮ʹࡍ࣮ͰڀݚΛา͔ͤͯ ධՁ࣮ݧΛߦ͍ͬͯΔڀݚগͳ͍ ✦ ઌड़ͷڀݚ࣮ࡍͷาߦͰڥධՁ࣮ݧΛߦ͏ ๏ ࠷ܦڑ࿏(PPHMF.BQTͰͷܦ࿏ͱͷൺֱ࣮ݧ w w ॴ༻࣌ؒ ࡏݱͷ֬ೝճ
ؔ࿈ڀݚ ਓؒͷೝ͔Βͨݟ໎ࢠͷཁҼ ˒ ͕ۂΓ͕֯Ұͭ͋Δ௨࿏ʹ͓͚Δఆੑతํਪ ʹ͍ͭͯͷ࣮ʹݧΑΔੳ<ࢁຊɼ> ✦ ˃ະຬͷ͕ۂΓ֯ਐͩͱೝࣝ͢Δ ˒ ͳͥਓಓʹ໎͏ͷ͔?:Ұ๚Εͨతʹ࠶ ๚ΕΔ໘Ͱͷೝϓϩηεͷಛ<৽֞ɼ> ✦ ໎͍͍͢ਓಈతͳਓंʹҙΛ͚Δ ๏ ๏ ೝਤΛਖ਼͘͠ߏɾิਖ਼Ͱ͖ͳ͍ ܦ࿏ΛهԱͰ͖ͳ͍
໎ࢠࢭͱࢹઢ ໎ࢠʹؔ͢Δڀݚ ˒ ໎ࢠʹͳΓ͍͢ਓͷೝϓϩηε ✦ ಈతͳͷʹҙΛ͚Δ ˒ ैདྷͷܦ࿏φϏήʔγϣϯڀݚ ✦ ఏҊγεςϜΛར༻ͨ͠ࡍʹͲͷఔϥϯυϚʔΫʹ ҙ͕͍͍ͯͨͷ͔໌Β͔Ͱͳ͍
໎ࢠࢭͱࢹઢ ໎ࢠʹؔ͢Δڀݚ ˒ ໎ࢠʹͳΓ͍͢ਓͷೝϓϩηε ✦ ಈతͳͷʹҙΛ͚Δ ࢹઢ͕Ͳ͜Λ͍͍ͯΔ͔͕伴 ˒ ैདྷͷܦ࿏φϏήʔγϣϯڀݚ ✦ ఏҊγεςϜΛར༻ͨ͠ࡍʹͲͷఔϥϯυϚʔΫʹ ҙ͕͍͍ͯͨͷ͔໌Β͔Ͱͳ͍ าߦ࣌ͷࢹઢͷ͖ʹؔ͢Δূݕͳ͍
త ໎ࢠ࣌ͷࢹքࢹઢͷΛௐࠪɾੳ ͜Ε·Ͱ໌Β͔ͱͳ͍ͬͯͳ͔ͬͨ ໎ࢠ࣌ͷࢹઢʹؔ͢ΔௐࠪΛߦ͏ ϝΨωࢹܕઢݕग़ஔʹΑΔาߦ࣌ͷࢹઢϩάऩू ऩूͨ͠ࢹઢϩά͔Β໎ࢠ࣌ͷࢹઢͷΛੳ
ࢹઢݕग़ஔ 5PCJJ1SP(MBTTFT ˒ ΣΞϥϒϧͳϝΨωࢹܕઢݕग़ஔ ✦ ࢹքͷө૾ͱࢹઢͷํΛه
༧උ࣮ݧ ֎Ͱͷ࣮ݧ ˒ ໌࣏େֶதΩϟϯύεपลΛ͋Δత·Ͱԟ෮ ✦ ͋Β͔͡Ίԟ࿏͚ͩΛهԱ͠ɼԟ෮ͯ͠Β͏
༧උ࣮ݧ ֎Ͱͷ࣮ݧ ˒ ໎໊ͬͨͱ໎Θͳ໊͔ͬͨͷҧ͍
༧උ࣮ݧ ֎Ͱͷ࣮ݧ ˒ ໎໊ͬͨͱ໎Θͳ໊͔ͬͨͷҧ͍ ✦ ͕ۂΓ֯Ͱͷ ๏ ໎໊͕ͬͨۂΓ֯Ͱஅϛε
༧උ࣮ݧ
༧උ࣮ݧ
༧උ࣮ݧ ֎Ͱͷ࣮ݧ ˒ ໎໊ͬͨͱ໎Θͳ໊͔ͬͨͷҧ͍ ✦ ෮࿏Ͱͷॴཁ࣌ؒͷࠩগͳ͍ ๏ ग़ൃͰ͋ΔΩϟϯύε͕֊ͷϏϧͰ͋Γɼ ԕ͔͘ΒͰ༰қʹ֬ೝͰ͖ͨͨΊ
༧උ࣮ݧ ֎Ͱͷ࣮Ͱݧͷ࣮ݧ ˒ ໎͍͍͢ਓͷಛ ✦ ✦ ͕ۂΓ֯Ͱͷ େ͖͍ݐΛҹʹ͢Ε͋·Γ໎Θͳ͍ ༷ʑͳॴͰͷาߦ࣮ݧͷ࣮ࢪ ΑΓਂ͍ূݕͷඞཁੑ
ຊ࣮ݧ ໎ࢠ࣌ͷࢹઢϩάΛऩू ˒ ໎ࢠ࣌ʹࢹઢͲ͜Λ͕͋͘Δͷ͔ʁ ˒ ͲͷΑ͏ͳॴ͕໎͍͍͢ͷ͔ʁ ✦ େ͖͍ݐ͕ଟ͋͘ΔॴͰͲ͏ͳͷ͔ ✦ ҹͱͳΔݐ͕ͳ͍ͱͲ͏ͳΔͷ͔
ຊ࣮ݧ ໎ࢠ࣌ͷࢹઢϩάΛऩू ˒ ৽॓Ӻपลʹ࣮ͯࢪ ✦ େਓ໎ࢠʹͳͬͯ͠·͏ӺɹୈҐ ˒ ܦ࿏ɿݸ ✦ ✦ ΦϦΤϯςʔϦϯάͷΑ͏ʹతΛࢦͯ͠าߦ ໎͍͍͢Α͏ʹ݅λεΫΛ༩ ๏ ๏ Ӎ෩Λ྇͛ΔΑ͏ʹา͘ ͳΔ͘ͲͳͲͳ͙ٸ ˒ ࣮ऀྗڠݧɿਓ IUUQTHBLVNBEPNZOBWJKQGSFTIFSTBSUJDMFT
౦ޱ ޱ ೆޱ ਤσʔλ ©2016 GoogleɺZENRIN 100 m
ຊ࣮ݧ ɿ֎Λ௨Δ dɿӍ෩Λ͙྇ ɿࣸਅΛࡱΔ ɿͳΔ͙͘ٸ ɿԼ௨࿏Λ୳͢ ɿ௨ͬͯͳ͍ಓΛา͘ ˎIUUQTHBLVNBEPNZOBWJKQGSFTIFSTBSUJDMFT
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ ˒ ໎ࢠʹͳ͔ͬͨͲ͏͔ͷఆ ✦ ✦ ✦ ࣮ݧதͷಠΓݴ ಉ͡ॴΛԟདྷͯ͠Δ༷ࢠ ࣮ޙݧͷײ
࣮݁ݧՌ
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ A 1 2 3 26' 35" 12' 49" 11' 56" 23' 47" 4' 32" 7' 06" 13' 20" 6' 11" 24' 41" 60% 16' 15" 58% 29' 16" 56% 13' 12" 46% B C F 5 10' 03" D E 4 5' 12" 6 ɿ໎ࢠʹͳͬͨܦ࿏ 10' 38" 10' 19" 7 8 9 10 66% 6' 07" 10' 12" 13' 40" 8' 58" 11' 28" 65% G 3' 25" 18' 13" 37% H 6' 10" 14' 57" 33% I 5' 19" 12' 37" 29% J 16' 10" 5' 17" 27% K 10' 52" 22% L 12' 58" 21% M 5' 02" 5' 10" 18% N O P 11' 02" 7' 12" 16% 14% 0%
࣮݁ݧՌ ໎ࢠʹͳͬͨܦ࿏ͷॴ༻࣌ؒͷ߹ܭ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ શॴཁ࣌ؒ A 1 2 3 26' 35" 12' 49" 11' 56" 23' 47" 4' 32" 7' 06" 13' 20" 6' 11" 24' 41" 60% 16' 15" 58% 29' 16" 56% 13' 12" 46% B C F 5 10' 03" D E 4 5' 12" 6 10' 38" 10' 19" 7 ɿ໎ࢠʹͳͬͨܦ࿏ 8 9 10 66% 6' 07" 10' 12" 13' 40" 8' 58" 11' 28" 65% G 3' 25" 18' 13" 37% H 6' 10" 14' 57" 33% I 5' 19" 12' 37" 29% J 16' 10" 5' 17" 27% K 10' 52" 22% L 12' 58" 21% M 5' 02" 5' 10" 18% N O P 11' 02" 7' 12" 16% 14% 0%
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ A 1 2 3 26' 35" 12' 49" 11' 56" 23' 47" 4' 32" 7' 06" 13' 20" 6' 11" 24' 41" 60% 16' 15" 58% 29' 16" 56% 13' 12" 46% B C F 5 10' 03" D E 4 ɿ໎ࢠʹͳͬͨܦ࿏ 5' 12" 6 10' 38" 10' 19" 7 8 9 10 66% 6' 07" 10' 12" 13' 40" 8' 58" 11' 28" 65% G 3' 25" 18' 13" 37% H 6' 10" 14' 57" 33% I 5' 19" 12' 37" 29% ˒K"ʙ&ͷ໊ͷ J 16' 10" 5' 17" ಓʹ໎͕ͬͨ࣌ؒಛʹ͔ͬͨ 5' 02" 5' 10" L 27% 10' 52" 22% 12' 58" 21% M N O ✦ P ಓʹ໎͍͍͢ਓͱͯ͠ྨ 18% 11' 02" 7' 12" 16% 14% 0%
࣮݁ݧՌ ࢹઢʹ͍ͭͯͷੳ ˒ ࢹઢର͝ͱͷ࣌ؒͷׂ߹Ͱͷൺֱ ✦ ✦ ✦ ✦ ਤඪࣝ ಉ͡ਐߦํͷาߦऀ ର͔ΒདྷΔาߦऀ ؍ܠݐ
࣮݁ݧՌ ࢹઢʹ͍ͭͯͷੳ ಓʹ໎͍͍͢ਓ 0.32 0.30 0.28 0% ✦ ✦ 20% 0.12 0.46 40% ͦ͏Ͱͳ͔ͬͨਓ 0.25 0.10 60% 80% 0.35 0.16 100% ܠ৭ΛݟΔ͕͍࣌ؒ ಉ͡ਐߦํΛา͘ਓ ΛݟΔ͕͍࣌ؒ 0.34 0.39 0% 20% 0.33 40% 60% 0.14 0.14 80% 0.16 0.14 100%
࣮݁ݧՌ ࢹઢʹ͍ͭͯͷੳ ˒ ಓʹ໎ͬͨਓͱͦ͏Ͱͳ͍ਓͷൺֱʢܦ࿏ʣ ✦ ಓʹ໎ͬͯͳ͍ਓ ಉ͡ਐߦํͷาߦऀΛݟΔ͕͍࣌ؒ ๏ w ✦ 0.27 0.42 0.20 0.09 ର͔Β͘ΔาߦऀΛݟΔ࣌ؒͷׂ߹ଟ͍ ಓʹ໎ͬͨਓ ๏ ରऀΛݟΔ͕͍࣌ؒ ๏ ؍ܠΛݟΔ͕͍࣌ؒ 0.31 0% 20% 0.36 40% 0.13 60% 80% 0.20 100%
࣮݁ݧՌ ࢹઢʹ͍ͭͯͷੳ ˒ ಓʹ໎ͬͨਓͱͦ͏Ͱͳ͍ਓͷൺֱʢܦ࿏ʣ ✦ ಓʹ໎ͬͯͳ͍ਓ ಉ͡ਐߦํͷาߦऀΛݟΔ͕͍࣌ؒ ๏ w ✦ ର͔Β͘ΔาߦऀΛݟΔ࣌ؒͷׂ߹ଟ͍ ಓʹ໎ͬͨਓ ๏ ରऀΛݟΔ͕͍࣌ؒ ๏ ؍ܠΛݟΔ͕͍࣌ؒ 0.27 0.31 0% 20% 0.42 0.20 0.36 40% 0.13 60% 80% 0.09 0.20 100%
࣮݁ݧՌ
ߟ ࢹઢʹ͍ͭͯͷੳ ˒ ಓʹ໎͍͍͢ਓ໎ͬͨਓͷಛ ✦ ✦ ؍ܠΛݟΔ͕͍࣌ؒ าߦऀͷதͰରऀΛݟΔ͕͍࣌ؒ าߦऀͷதͰରऀΛݟΔ͕͍࣌ؒ ਐߦํ͕ಉ͕ͩ͡తҰॹͰͳ͍ ๏ w ๏ ໎ࢠʹͳ͔ͬͯΒ͞Βʹ໎ࢠʹͳΔѱ॥ ରऀΛݟΔ͜ͱͰѱ॥Λ͋Δఔ͛Δ
࣮݁ݧՌ ֤ܦ࿏͝ͱͷ໎ࢠʹͳΓ͢͞ʹ͍ͭͯ 1 A B C D E F G H I J K L M N O P 2 3 4 5 6 7 8 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ ֤ܦ࿏͝ͱͷ໎ࢠʹͳΓ͢͞ʹ͍ͭͯ 1 A B C D E F G H I J K L M N O P 2 3 4 5 6 7 8 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ ֤ܦ࿏͝ͱͷ໎ࢠʹͳΓ͢͞ʹ͍ͭͯ 1 A B C D E F G H I ˒ J K ✦ L M N ๏O P 2 3 4 5 6 7 8 ܦ࿏͕࠷໎ͬͨਓ͕ଟ͔ͬͨ ژԦϓϥβϗςϧ˰৽ઢ৽॓Ӻ ژԦϓϥβϗςϧͷۙ͘ͷԼಓͷ ೖΓ͔ޱΒ৽ઢ৽॓ӺΛࢦ͢ 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ (PPHMFϚοϓ IUUQTXXXHPPHMFDPKQNBQT! [ ਤσʔλ ©2017 GoogleɺZENRIN 50 m
࣮݁ݧՌ ܦ࿏ʹ͍ͭͯ ˒ ಓ࿏্͕ԼʹೖΓΜͰ͍Δ ✦ ্͔ΒݟΔܠ৭ͱԼ͔ΒݟΔܠ৭ʹ͕ࠩੜ͡Δ ‣ ೝਤΛߏ͠ʹ͔ͬͨ͘
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ 1 A B C D E F G H I J K L M N O P 2 3 4 5 6 7 8 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ 1 A B C D E F G H I J K L M N O P 2 3 4 5 6 ˒ ܦ࿏໎ͬͨਓ͕ଟ͔ͬͨ 7 8 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ ֤ܦ࿏ͷ໎ࢠͷ༗ແʹ͍ͭͯ 1 A B C D E F G H I J K L M N O P 2 3 4 5 6 7 8 ˒ ಓʹ໎͍͍͢ਓશһ໎͍ͬͯͨ 9 10 1:53' 08" 1:06' 56" 1:10' 14" 1:28' 11" 1:06' 07" 58' 01" 58' 01" 1:18' 49" 1:03' 40" 1:02' 13" 1:00' 36" 1:08' 20" 49' 28" 57' 13" 50' 26" 57' 41"
࣮݁ݧՌ ܦ࿏ʹ͍ͭͯ ˒ ৽॓ΞΠϥϯυλϫʔʹ͋ΔΦϒδΣ ✦ पΓͷߴϏϧͷӄʹӅΕͯ͠·ͬͯ ԕ͔͘Βཱͨͳ͍
ߟ ໎͍͍͢ॴʹ͍ͭͯ ˒ ߴࠩͷ͋Δॴ ˒ େ͖ͳݐͳͲʹғ·Ε͍ͯΔॴ ✦ ໎ͬͨਓͷಛ ๏ ໎͏લʹܠ৭؍ܠΛݟΔ͕͍࣌ؒ w ͜ͷΑ͏ͳॴʹΑͬͯӨ͞ڹΕͯ͠·ͬͨ
ߟ ࢹઢʹ͍ͭͯͷੳ ैདྷͷͱڀݚͷڞ௨ɾ૬ҧ ˒ ໎͏ਓͷҙͷํʹ͍ͭͯ ಓʹ໎͍͍͢ਓ໎ͬͨਓͷಛ ✦ ಈతͳਓंʹҙΛ͚Δ ؍ܠΛݟΔ͕͍࣌ؒ ಉ͡ਐߦํͷาߦऀΛྑ͘ݟΔͱ߹க ✦ ๏าߦऀͷதͰରऀΛݟΔ͕͍࣌ؒ ˒ ܦ࿏φϏήʔγϣϯͳͲͷ໎ࢠΛࢧԉ͢Δڀݚ ✦ ϥϯυϚʔΫΛ༻׆ ໎͏ਓ؍ܠݐΛݟΔ͕͍࣌ؒ ๏ ߴϏϧ܈ͷதͰॴہతͳϥϯυϚʔΫཱͨͳ͍ w ϥϯυϚʔΫͷ͕༻׆ඞͣ͠໎ࢠࢭʹͳΒͳ͍ ๏
·ͱΊ ·ͱΊ ˒ าߦ࣮ݧΛߦ͍ࢹઢϩάΛऩू͠ɼ ɹɹ໎ࢠ࣌ͷࢹઢϩάͷʹ͍ͭͯੳΛߦͬͨ ✦ ✦ ໎ͬͨʹޙಛʹਐߦํ͕ಉ͡าߦऀΛݟΔ ϥϯυϚʔΫͳͲͷݐܠ৭ʹཔΔ͜ͱͰ ඞͣ͠໎ࢠΛղܾͰ͖ΔͱݶΒͳ͍
ࠓޙͷల ໎ࢠͷػցతͳΞϓϩʔν ˒ ໎͏ࡍͷࢹઢͷରͷಛ ✦ ໎͏લʹ؍ܠݐΛΑ͍ͯ͘ݟΔ ✦ ໎ͬͨʹޙาߦऀͷதͰରͯ͘͠ΔਓΛ͋·Γ ͍ͳݟ ๏ าߦதͷࢹքࢹઢͷϩά͔Βɼ ໎ࢠ͔Ͳ͏͔ΛࣗಈతʹஅՄೳʹ w ࢹઢͷରΛը૾ॲཧͰఆ͢ΔͳͲ ໎ࢠΛࣗಈతʹஅɾݕ
ࠓޙͷల ֎ࠃਓͷ໎ࢠࢭࢧԉ ˒ ౦ژΦϦϯϐοΫɾύϥϦϯϐοΫ։࠵༧ఆ ✦ ౦ژӺ৽॓ӺͳͲޫ؍٬ʹͱͬͯ໎͍͍͢ ๏ ޫ؍٬Ͱ໎Θͳ͍Α͏ʹࢧԉ w ֎ࠃਓΛඃͨ͠ͱऀݧาߦ࣮͔ݧΒಛΛੳ w ͦͷಛΛੜ͔ͨ͠ඪࣝ൘ͷஔ ࢹքࢹઢ͔Β໎ࢠΛ͍Ͱ ֗า͖ΛΑΓշదʹ
·ͱΊ ·ͱΊ ˒ าߦ࣮ݧΛߦ͍ࢹઢϩάΛऩू͠ɼ ɹɹ໎ࢠ࣌ͷࢹઢϩάͷʹ͍ͭͯੳΛߦͬͨ ✦ ✦ ໎ͬͨʹޙಛʹਐߦํ͕ಉ͡าߦऀʹࢹઢ͕͘ ϥϯυϚʔΫͳͲͷݐܠ৭ʹཔΔ͜ͱͰ ඞͣ͠໎ࢠΛղܾͰ͖ΔͱݶΒͳ͍ ࠓޙͷ՝ ˒ ໎ࢠͷࣗಈݕʹ͍ͭͯͷԠ༻ͷൃల ˒ าߦ࣮ݧͷ࣮نݧͷ֦େͱ͞ΒͳΔੳ