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August 02, 18
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社内勉強会用に作った資料です
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ΞδϟΠϧͳੵݟΓͱ ܭըͮ͘Γʹ͍ͭͯ ౻ଜɹ৽
ࠓͷత wؔऀͷࣝϨϕϧΛἧ͍͑ͨ wڭՊॻతͳ։ൃϓϩηεͱݱ ͷ։ൃϓϩηεͱͷࠩΛೝࣝ ͠ɺΑΓྑ͍ͯͨ͘͘͠Ίͷٞ ͷ͖͔͚ͬΛ࡞Γ͍ͨ
ݸਓతͳόΠϒϧ
ࠓճ͞ͳ͍͜ͱ wlԿΛ࡞Δ͔zͷܾΊํ ˺ϓϩμΫτόοΫϩάͷ ࡞Γํ wϦʔϯɾελʔτΞοϓ wϢʔβʔετʔϦʔϚοϐϯά w༏ઌॱҐͷܾΊํ wۚમՁʹΑΔ༏ઌॱҐ͚ͮ w·͠͞ʹΑΔ༏ઌॱҐ͚ͮ w.71 wΞδϟΠϧɺεΫϥϜͷશମ૾
ϢʔβʔετʔϦʔϚοϐϯά
݁ ܭըͮ͘Γ ͍͠ʂ
Ͳ͏͢Δʁ ·ͬͨ͘ܭը͠ͳ͍ ࣌ؒͱ࿑ྗΛ࠷େݶ අͯ͠ܭըΛ࡞Δʁ
Ͳ͏͢Δʁ ·ͬͨ͘ܭը͠ͳ͍ ࣌ؒͱ࿑ྗΛ࠷େݶ අͯ͠ܭըΛ࡞Δʁ
Ͳ͏͢Δʁ w΄Ͳ΄Ͳͷ࣌ؒͱ࿑ྗΛ අͯ͠ܭըΛ࡞Δ wܭըසൟʹݟ͢ wҰ࡞ͬͯऴΓͰͳ͍
IUUQTUFDIOJLLFJCQDPKQJUBSUJDMF$0-6./
ྑ͍ܭըͱ wؔऀશһ͕৴པͰ͖Δܭը wͦͷܭըΛͯ͠ʹجҙࢥܾఆͰ͖Δ wҙࢥܾఆʹੵݟΓͱܭը͕ඞਢ wՁͱίετ͕ੵݟΒΕ͍ͯͳ͍ ϓϩδΣΫτͷ࣮ࢪஅ͕Ͱ͖Δ͔ʁ
ܭըͮ͘Γʹࣦഊ͢Δύλʔϯ
ܭըͮ͘Γʹࣦഊ͢Δύλʔϯ wϑΟʔνϟ ϢʔβʔʹͱͬͯͷՁ Ͱ ͳ͘࡞ۀΛܭը͍ͯ͠Δ w༏ઌॱҐॱʹϑΟʔνϟΛ։ൃ͍ͯ͠ͳ͍ wϢʔβʔސ٬ʹͱͬͯͷՁʹ༏ઌॱҐ ͚ͮΛ͍ͯ͠ͳ͍ w݁ہશ෦࡞Δ͔Βॱ൪ؔͳ͍ͱߟ͑ͯΔ w͚Ͳ݁ہશ෦࡞Δ࣌ؒͳΜͯ໓ଟʹͳ͍ wސ٬͕ཉ͔ͬͨ͠ͷ͕͠ͳ͍ʜ
ܭըͮ͘Γʹࣦഊ͢Δύλʔϯ wෆ࣮֬ੑΛແࢹ͍ͯ͠Δ wແཧΛແཧͱೝΊͳ͍ wະདྷΛ༧Ͱ͖ΔͱͰʁ wੵݟΓ͕ίϛοτϝϯτʹ ͳ͍ͬͯΔ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕ ͏·͍͘͘ͷ͔
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ wසൟʹܭըΛ͍͓ͯ͠ͳݟΔ wنͷੵݟΓͱؒظͷੵݟΓΛ ͍ͯ͠Δ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ wෳϨϕϧͷܭըΛཱ͍ͯͯΔ wϦϦʔεܭը wεϓϦϯτܭը wࠓͷܭը
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ wܭըͷج४͕λεΫͰͳ͘ ϑΟʔνϟ ސ٬ʹͱͬͯͷՁ Ͱ͋Δ wݸਓͰͳ͘νʔϜશମΛର ʹτϥοΩϯά͍ͯ͠Δ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ wෆ࣮֬ੑΛड͚ೖΕͯܭըʹऔΓࠐΜͰ͍Δ wඪ 8IBU ͷෆ࣮֬ੑ wεϓϦϯτϨϏϡʔͰͱࠪݕదԠ w։ൃख๏ )PX ͷෆ࣮֬ੑ w;Γ͔͑Γ ϨτϩεϖΫςΟϒ Ͱͱࠪݕ దԠ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ εϓϦϯτϨϏϡʔ wεϓϦϯτͰୡͰ͖ͨ͜ͱͷ͓൸࿐ձ wಈ͘ιϑτΣΞͰσϞ wސ٬ εςʔΫϗϧμʔ ͔ΒͷϑΟʔυ όοΫͷऔಘ wlԿΛ࡞Δͷ͔zͷͱࠪݕదԠͷػձ wϓϩμΫτόοΫϩάͷௐ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ ΞδϟΠϧͷݪଇ ಈ͘ιϑτΣΞ ͕ͦ͜ਐḿͷ࠷ ॏཁͳईͰ͢ɻ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ ;Γ͔͑Γ ϨτϩεϖΫςΟϒ wεϓϦϯτͷলձ wࣄͷਐΊํͷݟ͠ wࣄͷਐΊํͷ߹ҙ wlͲ͏ͬͯ࡞Δͷ͔zͷͱࠪݕదԠͷػձ wຊͩͱ,15͕ఆ൪ w,FFQ w1SPCMFN w5SZ
ͳͥΞδϟΠϧͳܭըͮ͘Γ͕͏·͍͘͘ͷ͔ ,15 IUUQCMPHMJWFEPPSKQUFDI@CMPHBSDIJWFTIUNM
ΞδϟΠϧͳܭըͷछྨ ϦϦʔεܭը εϓϦϯτܭը ܭըͷਫฏઢ ʙϲ݄ઌ ʙिؒ ߏཁૉ ϢʔβʔετʔϦʔ λεΫ ੵݟΓ୯Ґ ετʔϦʔϙΠϯτ PS ཧ ཧ࣌ؒ
IUUQXXXTMJEFTIBSFOFULBXBHVUJTDSVNNJOT
ϦϦʔεܭը
ϦϦʔεܭը ϦϦʔεܭը εϓϦϯτܭը ܭըͷਫฏઢ ʙϲ݄ઌ ʙिؒ ߏཁૉ ϢʔβʔετʔϦʔ λεΫ ੵݟΓ୯Ґ ετʔϦʔϙΠϯτ PS ཧ ཧ࣌ؒ
ϦϦʔεܭըͷ࡞Γํ نͷ ੵݟΓ ࡞Γ͍ͨͷϦετ ؒظ ม ϦϦʔεܭը
ϦϦʔεܭըͷ࡞Γํ نͷੵݟΓ wετʔϦʔϙΠϯτ wཧ
IUUQXXXTMJEFTIBSFOFU:PI/BLBNVSBZPIIBUVZPIIBUV
IUUQXXXTMJEFTIBSFOFU:PI/BLBNVSBZPIIBUVZPIIBUV
IUUQXXXTMJEFTIBSFOFU:PI/BLBNVSBZPIIBUVZPIIBUV
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ετʔϦʔϙΠϯτͷॴ wੵݟΓ͕ૣ͍ɺ؆୯ w࣋ͪ͢Δ wنͷੵݟΓͱؒظͷ ੵݟΓ͕͍ͯ͠Δ
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ϓϥϯχϯάϙʔΧʔ ސ٬͕ϢʔβʔετʔϦʔ ϑΟʔνϟ ΛಡΈ্͛Δ ։ൃνʔϜ͕࣭͠ɺސ٬͕͑Δ ։ൃνʔϜ͕ϙΠϯτͰੵݟΓɺಉ࣌ʹެද ϙΠϯτʹҧ͍͕ੜͨ͡Βٞ͢Δ wҰ൪େ͖͍ਓͱҰ൪খ͍͞ਓͷҙݟΛฉ͘ ࠶ͼ։ൃνʔϜ͕ϙΠϯτͰੵݟΔ w࠷େճ wճͬͯἧΘͳ͚ΕϙΠϯτͷதͰҰ൪େ͖͍ϙ ΠϯτΛબ ʙΛɺඞཁͳ͚ͩ܁Γฦ͢
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ϓϥϯχϯάϙʔΧʔ͕͏·͍͘͘ཧ༝ wෳͷઐՈͷݟղΛ·ͱΊͨੵݟΓΛ ࣮͢ݱΔ wλεΫΛ୲͢Δਓʑ͕ͦ͜ੵݟΓΛ ߦ͏͖ਓ wͳൃ׆ରΛҾ͖ग़͢ wೝࣝҧ͍ʹࣄલʹ͚ͮؾΔ wָ͍͠ʂ
ϦϦʔεܭըͷ࡞Γํ نͷੵݟΓ wετʔϦʔϙΠϯτ wཧ
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ αοΧʔͷࢼ߹ͷ͞ʁ wཧ࣌ؒ w w࣮ؒ࣌ݱ w ཧʺ࣮ݱ
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ཧͷॴ wϓϩδΣΫτؔऀ ʹઆ໌͍͢͠ wಋೖ͍͢͠
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ཧͷॴ wظͷଋ ίϛοτϝϯτ ͩ ͱޡղ͞Ε͍͢ wมԽͷͨͼʹ࠶ੵݟΓ͕ඞཁ w୭͕୲͢Δ͔ΛੵݟΓ࣌ʹ ߟྀ͢Δඞཁ͕͋Δ
نͷੵݟΓϦϦʔεܭըͷ࡞Γํ ཧͷॴ ֤ϢʔβʔετʔϦʔͰ୲ऀ͝ͱͷ ཧΛੵݟΔͱ͍͏खؒΛ͔͚ͯ ใΘΕΔࣄ໓ଟʹͳ͍
ϦϦʔεܭըͷ࡞Γํ نͷ ੵݟΓ ࡞Γ͍ͨͷϦετ ؒظ ม ϦϦʔεܭը
نมϦϦʔεܭըͷ࡞Γํ wඞཁͳͷ wશϢʔβʔετʔϦʔͷϙΠϯτͷ߹ܭ wճͷεϓϦϯτ ͖ͰྃͰ ؒظΔϢʔβʔε τʔϦʔͷϙΠϯτͷ߹ܭϕϩγςΟ νʔϜͷ ։ൃ wϕϩγςΟͷࢉग़ํ๏ wաڈͷݧܦ w։ൃνʔϜͷίϛοτϝϯτ ଋ wؒظͷมํ๏ wϙΠϯτͷ߹ܭϕϩγςΟඞཁεϓϦϯτ
ϦϦʔεܭը ϦϦʔεܭըͷՌ
ϦϦʔεܭըͷՌ
ϦϦʔεܭըͷՌ ετʔϦʔϙΠϯτ߹ܭ ʸ ༧ଌͨ͠ϕϩγςΟ ʹ Ψϯτνϟʔτ
ϦϦʔεܭըͷՌ
ϦϦʔεܭը ϦϦʔεܭը࡞ޙͷӡ༻
ϦϦʔεܭը࡞ޙͷӡ༻ εέδϡʔϧසൟʹݟ͢ wॏཁͳͷϦϦʔεܭըΛߋ৽͢Δ͜ͱ wεϓϦϯτऴྃ࣌ͰϦϦʔεܭըΛݟ͢ wϕϩγςΟΛݟ͢ wϓϩμΫτόοΫϩάΛݟ͢ w༏ઌॱҐ wϢʔβʔετʔϦʔͷՃɺมߋɺআ w ετʔϦʔϙΠϯτ wඞཁʹԠͯ͡
ϦϦʔεܭը࡞ޙͷӡ༻ ϕϩγςΟΛͱੵݟ͚ͬͯͨͲɺ ࣮ࡍʹͬͯΈͨΒͩͬͨ࣌ͷΠϝʔδ
ϦϦʔεܭը࡞ޙͷӡ༻ ΞδϟΠϧͷՁ ܭըʹै͏͜ͱΑΓ มԽͷରԠΛɺ Ձͱ͢Δɻ
ϦϦʔεܭը࡞ޙͷӡ༻ ϕϩγςΟʹ෯Λ࣋ͨͤΔ w ࣮ࡍʹɺܭଌͨ͠աڈͷϕϩγςΟ៛ີͳͷͰ ͳ͍͠ɺະདྷͷϕϩγςΟมಈ͢Δ w ͋ͱԿΠςϨʔγϣϯඞཁ͔Λ༧͢Δ࠷ળͷํ๏ɺ ༧ͷࠜ͏ʹڌϕϩγςΟʹ෯Λ࣋ͨͤΔ͜ͱ
ϦϦʔεܭը࡞ޙͷӡ༻ w ༧ଌʹ͏ϕϩγςΟΛෳʹ͢Δ w ࠷ۙͷঢ়گ w w ʮظతʯฏۉ w w ۙͷΠςϨʔγϣϯͷϕϩγςΟɿϙΠϯτ աڈͷΠςϨʔγϣϯͷฏۉϕϩγςΟɿϙΠϯτ ͜ىΓ͏Δ࠷ѱͷࣄଶ w ϫʔετΠςϨʔγϣϯͷฏۉϕϩγςΟɿϙΠϯτ
ϦϦʔεܭը࡞ޙͷӡ༻ w ಛఆͷ·ͰʹͲΕ͙Β͍ͷετʔϦʔϙΠϯτΛ͜ͳͤΔ͔Λ༧ଌ͢Δ ͷʹɺͭͷϕϩγςΟΛར༻͢Δ w ͨͱ͑ɺΠςϨʔγϣϯʹޙϓϩμΫτΛϦϦʔε͢Δ߹ɺνʔϜ ͕͜ͳͤΔϙΠϯτͷ༧ଌ w গͳ͘ͱϙΠϯτͷετʔϦʔͷظͰ͖Δ w ϙΠϯτΛ͑ͨྖҬʹ͋ΔϑΟʔνϟʹ͍ͭͯɺ͖ͬͱͰ͖ͳ͍ આ໌ ϕϩγςΟ ΠςϨʔγϣϯ ߹ܭϙΠϯτ ϫʔετฏۉ աڈΠςϨʔγϣϯฏۉ ۙ
ϦϦʔεܭը࡞ޙͷӡ༻ ϦϦʔεܭըͷτϥοΩϯά ະϙΠϯτͷ߹ ܭQ ཧઢ εϓϦϯτ εϓϦϯτ εϓϦϯτ εϓϦϯτ εϓϦϯτ εϓϦϯτ
εϓϦϯτܭը
εϓϦϯτܭը ϦϦʔεܭը εϓϦϯτܭը ܭըͷਫฏઢ ʙϲ݄ઌ ʙिؒ ߏཁૉ ϢʔβʔετʔϦʔ λεΫ ੵݟΓ୯Ґ ετʔϦʔϙΠϯτ PS ཧ ཧ࣌ؒ
εϓϦϯτܭըͷख๏ wϕϩγςΟۦಈ wίϛοτϝϯτۦಈ
εϓϦϯτܭըͷख๏ IUUQXXXTMJEFTIBSFOFUFTNJODBHJMFFTUJNBUJOHBOEQMBOOJOHGBHJMFUPLZP
εϓϦϯτܭըͷख๏ wϕϩγςΟۦಈ wίϛοτϝϯτۦಈ
εϓϦϯτܭըͷख๏ IUUQXXXTMJEFTIBSFOFUFTNJODBHJMFFTUJNBUJOHBOEQMBOOJOHGBHJMFUPLZP
εϓϦϯτܭը εϓϦϯτܭըͰؾΛ͚ͭΔ͜ͱ wશͯͷλεΫΛચ͍ग़͢ ͱ͍͏֮ ޛ wఆ֎ͷߟྀ࿙ΕٵऩՄೳ wׂ͢ΔλεΫͷཻΛࡉ͔͘͢Δ wੵݟΓͱͯ͠ ཧ ࣌ؒҎԼఔ wλεΫͷ୲ऀΛܾΊͳ͍ wΠςϨʔγϣϯͷΰʔϧʹ͔ͬͯνʔϜશһ͕ҰͯͬͳͱؙऔΓΉ ͱ͍͏ࢀՃҙཉʹਫΛࠩ͢ wৄࡉઃͰ·ܭΒͳ͍ w͋Δఔͷٞඞཁ wνʔϜͷΩϟύγςΟ ϝϯόʔͷՔಇՄೳ࣌ؒͷ߹ͱ ܭͷ߹ੑ֬ೝ wνʔϜͷΩϟύγςΟʼੵݟΓ࣌ؒͷ߹ܭ w͍ͯͬ·ܾʹطΔ.5(ٳՋ༧ఆΩϟύγςΟʹө͓ͯ͘͠ w༨ྗ࣋ͨͤΔ ࣋ଓՄೳͳϖʔε
εϓϦϯτܭը ΞδϟΠϧͷݪଇ ΞδϟΠϧŋϓϩηε࣋ଓ Մೳͳ։ൃΛଅਐ͠·͢ɻ ҰఆͷϖʔεΛܧଓతʹҡ ࣋Ͱ͖ΔΑ͏ʹ͠ͳ͚Ε ͳΓ·ͤΜɻ
εϓϦϯτܭը εϓϦϯτܭըͷՌ εϓϦϯτόοΫϩά
εϓϦϯτܭըͷՌ
,FFQ 1SPCMFN 5SZ 5PEP /FYU*UFNT %FW*NQSPWFNFOU5BTLT 5FBN$BQBDJUZ
εϓϦϯτܭը εϓϦϯτܭը࡞ޙͷӡ༻
εϓϦϯτܭը࡞ޙͷӡ༻ εϓϦϯτܭըͷτϥοΩϯά ະλεΫͷ ܭ߹ؒ࣌ੵݟI ཧઢ ։࢝࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌
εϓϦϯτܭը࡞ޙͷӡ༻ εϓϦϯτܭըͷτϥοΩϯά ྃλεΫͷ ܭ߹ؒ࣌ੵݟI શλεΫͷ ܭ߹ؒ࣌ੵݟI ։࢝࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌ ऴྃ࣌
͠߹͍͍ͨ͜ͱ
͠߹͍͍ͨ͜ͱ wશମͷن͕ੵݟΒΕ͍ͯΔ͔ʁ wͲ͏ͬͯੵݟ͍ͬͯΔ͔ʁ wϓϥϯχϯά.5(ͰλεΫׂɺ࣌ؒੵݟΓ͍ͯ͠Δ͔ʁ wܭըΛසൟʹݟ͍ͯ͠Δ͔ʁ w͍ͭݟ͍ͯ͠Δ͔ʁ wׂΓࠐΈ͕ൃੜͨ࣌͠ʹεϓϦϯτܭըɺϦϦʔεܭը ͷӨڹΛ୭͕ͻͱͰ͔Δ͔ʁ w͑ݟΔԽͱͯ͠औΓΜͰ͍Δ͜ͱʁ wνʔϜεϓϦϯτຖʹ͍ͯ͠Δ͔ʁ wΛࣔ͢ϝτϦΫεͱͯ͠ԿΛऩू͍ͯ͠Δ͔ʁ