炎上現象の時系列解析における精度向上を目的とした人間の印象評価に基づく極性辞書の提案
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(2) Ͷ͕͏ͱɼ ʰԎʱఈྖԿҲঁͳ͢ ͱɼ ʰԎʱݳেΝ਼ԿͤΖʰԎʱͳ͏͑ՃऊౕΝҌ͢ɼϱνʖϋρφࣖܟ൚ʰԎʱݳে ࣎ܧรಊΝ؏ࡱͪ͢ɽΉͪɼࣖܟ൚ͲʰԎʱ࣎ܧรಊ؏ࡱࡏͶɼ͠Κ͢͏࣎ؔୱҒ ݗ౾Νߨͮͪɽͨ݃Վɼࣖܟ൚಼ͲͺɼҲఈ౦ߚ͖ͪΉΕΝࣖͤ ʰηϪρχʱΝ࣎ؔୱҒͳͤ. 19 − − .
(3) Ζ͞ͳͲɼ ʰԎʱ༙ໃͳఖౕਬఈ͗༲ҝͶ͵Εɼ਼ཀྵదմੵͶଳ͓͑ΖυʖνΝபड़Ͳ͘ΖՆΝ ࣖͪ͢ɽͨҲ๏Ͳɼ ʰԎʱఖౕ࣯ద͵ՃͺΉͫॉͲ͍Ζɽ۫ରదͶͺɼՅ౽
(4) ͲͺʰԎ ʱఖౕΝՃͤΖͪΌͶɼ ʰԎʱͳ͏͑ಋͣ࣎ؔଵʰԎʱ͢ͱ͏͵͏ͳ͘ฑۋ౦ߚ਼Ν ͳ͢ɼࢨ਼Կͪ͢Νఈٝͪ͢ɽ͖͢͢ɼ౦ߚ͗ࡶ౺͢ͱ͏Ζ͖ʹ͖͑ͺՃͲ͘Ζɼ౦ߚ಼༲͗ ϛζτΡϔͲ͍Ζ͖ɼϋΪτΡϔͲ͍Ζ͖ۅΉͲͺՃͲ͘ͱ͏͵͖ͮͪͪΌɼ ʰԎʱݳেͲ͍Ζ ͖ɼୱ͵Ζ٠ԿͲ͍Ζ͖͵ʹͺพͲ͘͵͏ͳ͏͑՟ୌ͗ͮͪɽ ͞՟ୌΝմ݀ͤΖͪΌͶͺɼ౦ߚ಼༲Ν࣯దͶՃͤΖචགྷ͍͗Ζɽࣖܟ൚౦ߚ಼༲ΝՃ͢ɼ ʰԎ ʱΝ࣯దͶ࣎ܧմੵͤΖघ๑ͳ͢ͱɼ༙ྙ͵ͽͳͯͶ 31 ఈ͍͗Ζɽ31 ఈͳͺɼ ʰԎʱ ͗ਫ਼͑͢ΖഖରυʖνΝτΫηφԿ͢ɼͨΗΝ 50HFDE ͵ʹτΫηφϜωϱήλϓφΝ༽͏ͱܙ ସોմੵ͢ɼܙସોմੵͪ݃͢Վபड़͠ΗͪୱޢΝϛζτΡϔͲ͍Ζ͖ɼϋΪτΡϔͲ͍Ζ͖ఈͤΖ͞ ͳͲɼτΫηφસର͗ϛζτΡϔͲ͍Ζ͖ɼϋΪτΡϔͲ͍Ζ͖ΝఈͤΖघ๑Ͳ͍Ζɽྭ͓ͻɼ31 ఈΝ༽͏ͱʰԎʱ࣎ܧմੵΝͪ͢آʤ
(5) Ͳͺɼ ʰԎʱΝາષͶ͛ͪΌͶͺ౦ߚ͢Γ͑ͳͤ Ζ಼༲ͶͤؖΖۅรԿΝଌ͓Ζ͞ͳ͗॑གྷͲ͍Ζͳफ़΄ɼͨۅ࣎ܧรಊΝ 31 ఈͶΓͮͱ໎Δ͖Ͷͪ͢ɽͪͫ͢ɼ31 ఈͶ͕͜Ζୱ͗ޢϛζτΡϔͲ͍Ζ͖ϋΪτΡϔͲ͍Ζ͖ ఈͺɼୱޢϛζτΡϔͲ͍Ζ͖ϋΪτΡϔͲ͍Ζ͖ۅΝ਼Կͪ͢ۅࣛॽͶ͕ͱ͏ͰخΕɼ31 ఈౕͺۅࣛॽ಼༲ͶғଚͤΖɽۅࣛॽͺ߶ଞΔ
(6) Γ͑Ͷɼޢኰϋρφϭʖέ͵ʹΝ༽ ͏ͱؽփదͶ֦ୱޢͶۅΝ༫͓ͱ͏Ζ͗ଡ͏ɽ͖͢͢ɼͨΓ͑Ͷࡠ͠ΗͪۅࣛॽͶ͏Ͱخ ͪ 31 ఈͲͺɼ ޢదනݳΏϱνʖϋρφಝ༙නݳଲԢ͵ʹͶͺ՟ୌ͍Ζɽ ͨݬҾͳ͢ͱͺɼ عଚۅࣛॽ͗ɼآഀࣛॽ͵ʹࠅॽࣛޢΏɼชޢదනݳଡ͏ޢኰϋρφϭʖέΝϗʖηͳ͢ͱࡠ ͠Ηͱ͏Ζ͞ͳ͗ߡ͓ΔΗΖɽ ͖͢͢͵͗Δɼ ʰԎʱ͗ਫ਼͑͢Ζഖରͺɼ616 6RFLDO1HWZRUN6HUYLFH
(7) Ώಙ໌ࣖܟ൚ͳ͏ͮͪΝ Ίɼ͑ͪ͢͞ഖରͲͺɼޢదන͗ݳଡ༽͠ΗࠅॽࣛޢͶ͠ࡎܟΗͱ͏͵͏Γ͑͵ୱޢළड़ͤΖɽ͢ ͪ͗ͮͱɼޢదනݳΏɼϱνʖϋρφಝ༙නʹ͵ݳࠅॽࣛޢͶ͠ࡎܟΗͱ͏͵͏Γ͑͵ୱޢͶଲԢ Ͳ͘ΖΓ͑Ͷ͵Ηͻɼ ʰԎʱ࣎ܧմੵΝͺͣΌͳͤΖɼ31 ఈͶؖ࿊ͤΖڂݜౕ͗ͤΖ͞ ͳ͗ߡ͓ΔΗΖɽ ޢదනݳΏࠅॽࣛޢͶ͠ࡎܟΗͱ͏͵͏Γ͑͵ୱ͗ޢɼ͞ΗΉͲۅࣛॽͶखΕΗΔΗ͵͖ͮͪݬ Ҿͳ͢ͱɼ͞ΗΔΓ͑͵ୱ͗ޢළड़ͤΖ 616 Ώಙ໌ࣖܟ൚ͳ͏ͮͪഖରͺɼช౦ߚ͗ৼͲ͍ΖͪΌ ޢኰϋρφϭʖέ͵ʹΝ༽͏ͱؽփదͶୱޢͶۅΝ༫͓Ζ͞ͳ͗ೋ͖ͮͪ͢ͳ͏͑͞ͳ͗ߡ͓ΔΗΖɽ ͯΉΕɼޢదනݳΏࠅॽࣛޢͶ͠ࡎܟΗͱ͏͵͏Γ͑͵ୱޢͶۅΝ༫͓ΖɼਕͶΓͮͱՃ ͢͵͜Ηͻ͵Δ͵͏ɽ͖͢͢ɼਕ͗ୱޢϛζτΡϔʀϋΪτΡϔΝՃͤΖɼݺਕͶΓͮͱୱޢ һে͗ҡ͵ΖՆΝߡྂͤΖචགྷ͍͗ΖɽຌͲڂݜͺɼ ʰԎʱݳে࣎ܧմੵౕΝࢨ͢ɼ ʰԎʱఖౕΝ࣯దͶՃͲ͘ΖۅࣛॽࡠΝߨ͏ɼࡠͪ͢ۅࣛॽΝՃͪ͢ɽΉͪɼۅࣛ ॽࡠͶࡏ͢ͱͺɼݺਕͶΓΖୱޢһেҩ͏Ͷߡྂͪ͢घ๑ͲۅΝ༫͓ͪɽ. ඛ⾜◊✲ ᴟᛶ㎡᭩ࡢసᡂࢆ⾜ࡗࡓ◊✲ ۅࣛॽͶͺؽփదͶୱޢͶۅΝ༫͓ͪͳɼਕ͗ՃͤΖ͞ͳͲۅΝ༫͓ͪ झྪ ͗ଚࡑͤΖɽۿຌ
(8) ͺɼؽփదͶۅΝ༫͓ͪۅࣛॽͳɼਕͶΓΖՃΝخͶͪ͢ۅࣛॽർ. − 20 −.
(9) ֳΝߨͮͪɽਕͶΓΖՃΝخͶͪ͢ۅࣛॽୌ఼ͳ͢ͱɼୱ͖ޢΔण͜ΖһেͶͺݺਕ͍ࠫ͗Ζ͞ ͳɼୱޢΝՃͤΖਕର͵ʹͶΓͮͱஇخ६͗รಊͤΖՆ͍͗Ζ͞ͳɼ͕Γ;߶αηφͲ͍Ζ ͞ͳ͵ʹΝࢨఢͪ͢ɽҲ๏ͲɼؽփదͶۅΝ༫͓ͪۅࣛॽͲͺɼਕͶΓͮͱՃͪ͢Ͷਫ਼ͣΖ Γ͑͵ୌͺਫ਼͢͵͏͗ɼؽփͶΓΖՃ͗ਕؔ״͖Δ͚͘စͤΖୌ͍͗Ζͳͪ͢ɽ͞ ୌΝմ݀ͤΖͪΌͶɼؽփͶΓΖՃΝึਜ਼ͤΖڂݜߨΚΗͱ͏Ζ͗າͫఴͲ͍Ζɽ ؽփదͶۅΝ༫͓ͪۅࣛॽͳ͢ͱ߶ଞ
(10) ͶΓΖ͍͗Ζɽ߶ଞͺɼࣛॽޢएชɼελʖ ϧηɼαʖϏη͵ʹ͖Δɼୱޢ״ۅΝαϱϒϣʖνͶΓΕࣙಊదͶபड़ͤΖघ๑ͶΓͮͱۅࣛॽ ࡠΝߨͮͪɽ31 ఈͶͺͲࡑݳɼ߶ଞΔࡠͪ͢ۅࣛॽɼΉͪͺ߶ଞΔघ๑ΝϗʖηͶࡠ ͪ͢ۅࣛॽ͗߁͚࢘ΚΗͱ͏Ζɽୢ͢ɼफ़ͪ͢Γ͑ͶɼؽփͶΓΖՃ͗ਕؔ״͖Δ͚͘ စͤΖ͞ͳ͍͗Εɼ߶ଞ
(11) Ͳࡠ͠ΗͪۅࣛॽΝΌɼؽփదͶࡠ͠Ηͪଡ͚ۅࣛॽͲͺɼ ਕͶΓͮͱՃͪ͢ͳർ΄ͱϋΪτΡϔͶఈ͠ΗΖୱ͗ޢଡ͚ɼͨ݃ՎϋΪτΡϔͳஇ͠Ηͪ ୱޢफׄ͗߶͚͵ͮͱ͏Ζ͞ͳ͗ଡ͏ͳ͠ΗΖɽ Ҳ๏ɼਕͶΓΖՃΝخͶۅΝ༫͓ͪۅࣛॽͳ͢ͱঘྜྷ
(12) ͍͗ΖɽঘྜྷͺસͱୱޢͶۅ Ν༫͓ͥɼۅΝ࣍ͯͳߡ͓ΔΗΖୱޢΝυʖν͖ʹ͵ࣆىΔபड़͢ɼͨΗΔΊͶۅΝ༫͓Ζघ ๑ΝͳͮͪɽͨࡏͶɼݺਕͶΓΖՃ༵ΗͶͱؖ͢ৄݗΝߨͮͪɽ۫ରదͶͺ ਕՃं͗ɼऄ ͶͤؖΖυʖν ࣆى ࣆىช
(13) ͖ΔۅΝ࣍ͯͳߡ͓ΔΗΖୱޢΝൊ͘ड़ͪ͢ɽ ͨ݃Վ͕Γͨ ˍ ୱޢͺ ਕՃं͗͏ͥΗۅΝ࣍ͯͳஇͪ͗͢ɼΕ ˍΆʹͺ ਕՃंͲқ͗ݡҲ ͢͵͖ͮͪɽΉͪɼঘྜྷΔͺਕͶΓΖۅࣛॽࡠ͗ɼ߶αηφͶ͵ΕΏͤ͏ୌͶखΕૌΊɼۅ ࣛॽࡠΝൔࣙಊԿͤΖघ๑ͶৰΗͪɽ. ᴟᛶ㎡᭩ࢆ⏝ࡋࡓඛ⾜◊✲ ᖔ
(14) ͺೖຌޢชͶۅࣛॽΝ࢘༽ͤΖɼ൳ఈܙΏ॑ชͶ͕͏ͱϛζτΡϔ͖ϋΪτΡϔ͖ ఈౕ͗ѳ͚͵Ζ͞ͳͶ͢ɼ൳ఈܙΏ॑ชͲ͍ͮͱชহ͗࣍ͯ״ΝؽփదͶఈͤΖघ๑Ν Ҍͪ͢ɽᖔͲͺɼ൳ఈܙΏ॑ชΝ ชΝଲেͶɼ ໌Ճं͗ʰجʱ ʰౘʱ͵ʹ ״ ͖ΔમΞͫ״ͳɼҌεητϞ͗ఈͪ͢״ҲིΝͪ͢ৄݗɽͨ݃ՎɼՃं͗મΞͫ״ ΝҒ ͯΉͲਜ਼մυʖνͳͤΖ͞ͳͲɼҌघ๑ͶΓΖؽփఈͳɼ ໌ՃंఈҲི͗ ˍͲ͍ͮͪɽ͞Γ͑ͶعଚۅࣛॽͳชহߑชմੵΝૌΊΚͦΖ͞ͳͲɼชহۅΝ໎Δ͖ ͶͤΖڂݜߨΚΗͱ͏Ζɽ ΉͪɼͲ
(15) آͺɼۅࣛॽΝཤ༽͢ɼ&*0ʤ&RQVXPHU*HQHUDWHG0HGLDʥΝଲেͶɼ౦ߚं͗ ʰԎʱΝາષͶ͛͞ͳ͗Ͳ͘ΖૌΊΝҌͪ͢ɽآΔͺʰԎʱͶͯ͵͗ΖݶͺϋΪτΡϔ͵ ͍ͲݶΖ͞ͳ͗ଡ͏ͳफ़΄ͱ͏Ζɽ. ࡑࡢࡢ㛵㐃◊✲ Ͳୱ͖ޢΔण͜ΖһেͶͺݺਕ͍ࠫ͗Ζ͞ͳͶৰΗͪɽͨݺਕࠫͺʹΓ͑͵གྷો͖Δ͑ΉΗΖ ͖ͳ͏͑͞ͳͶͯ͏ͱߨ͗ڂݜΚΗͱ͏Ζɽྭ͓ͻɼୱޢͶ״ๅΝՅͤΖघ๑ΝҌͪ͢Յ౽
(16) ͲͺɼݺਕͶΓͮͱһে͗ҡ͵ΖୱޢҲྭͳ͢ͱʰӵޢʱͳ͏͑ୱޢΝͪ͝ڏɽ͞ɼӵޢ ͗ಚқͲ͍Ζ͖൳͖ଠͶɼหָͶଲ͢ͱֺ؏దͲ͍Ζ͖൷؏దͲ͍Ζ͖͵ʹɼ֪ͶΓͮͱһে ͗ҡ͵ΖՆ͍͗Ζɽ. − 21 −.
(17) ΉͪɼϋρφऀճͳॄޢͶͱؖ͢ڂݜΝߨͮͪনీ
(18) Ͳͺɼಙ໌ࣖܟ൚ͶॄͮͪਕʓؔͲ͢ ͖௪༽͢͵͏ୱޢͶͪ͢ٶݶͱؖ͢ɽͨҲྭͳ͢ͱɼҲ෨ಙ໌ࣖܟ൚Ͳͺʰஏ๏ࠅָཱིʱ͞ͳΝ ʰஙࠃʱͳන͏ͱ͢ݳΖ͞ͳΝͪ͝ڏɽ͞ίʖηͲͺɼϛζτΡϔ͵һেϋΪτΡϔ͵һেͪ͵ ͏ͳߡ͓ΔΗΖʰஏ๏ࠅָཱིʱͳ͏͑ୱ͗ޢɼ ʰஙࠃʱͳ͏͑ϋΪτΡϔ͵һেΝ࣍ͯͳߡ͓ΔΗΖୱޢ Ͳන͠ݳΗΖ͞ͳͲɼ ʰஏ๏ࠅָཱིʱͳ͏͑ୱޢϋΪτΡϔ͵ୱͱ͢ͳޢଌ͓ΔΗΖՆ͍͗Ζͳ͢ ͪɽॊͮͱɼ͢ͱ͏Ζϱνʖϋρφऀճॄ͵ʹɼϱνʖϋρφཤ༽๏ҩ͏ͶΓͮͱ ɼਕୱޢͶଲͤΖһেͺҡ͵ΖՆ͍͗ΖɽΉͪɼনీͺϱνʖϋρφͲॄ͑͗ޢΉΗΖয় ͱ͢ͳڱɼـ͵͚͵ΞͲॽ͘ࠒΌΖֺ͍͗͠ـΖ͞ͳͳ͢ͱ͕Εɼֺͨ͠ـͺಙ໌Ͳॽ͘ࠒ͞ ͳͲ͍Ζͳͪ͢ɽ. ᴟᛶ㎡᭩ࡢసᡂ ᴟᛶ㎡᭩ᥖ㍕ࡍࡿ༢ㄒࡢ㑅ᐃ ຌͲڂݜͺɼࣖܟ൚͵ʹޢదනݳΏϱνʖϋρφಝ༙නݳΝଡ͚ഖରͲɼԎݳে࣯ద ՃΝదͳ͢ͱ͏Ζ͞ͳ͖ΔɼޢదනݳΏϱνʖϋρφಝ༙නʹ͵ݳΝۅࣛॽͶͤࡎܟΖචགྷ͗ ͍Εɼͨ͑ͪ͢න͗ݳଡ͚ΉΗΖชহυʖνΝफॄͤΖචགྷ͍͗ΖɽϱνʖϋρφชহυʖνͶ ͱؖ͢ɼনీ
(19) Ͳͺɼϱνʖϋρφಝ༙ୱ࠹͗ޢଡ͚ΉΗΖഖରͺࣖܟ൚Ͳ͍Ζͳफ़΄ͱ͏ ΖɽΉͪɼࠦ౽ʀછ
(20) ʲλʖεϡϩϟυΡΠέοαϝੵʳ ʤ6% έϨΦτΡϔʥͶΓΖͳɼ ̐ͬΎΞΖࣖܟ൚ΨϱϧϱΰʖϞؖ࿊ηϪρχͲͺʰԎʱً͗͞ΕΏ͚ͤଡ༹͵౦ߚ͍͗Ζͳ͏ ͑ɽଡ༹͵౦ߚͶͺϱνʖϋρφಝ༙නݳΏޢదනݳΉΗͱ͕Εɼ̐ͬΎΞΖΨϱϧ ϱΰʖϞؖ࿊ηϪρχͺɼຌڂݜͶ͕͏ͱफॄͤΖชহυʖνͶ࠹న͵ଲেͲ͍Ζͳߡ͓ΔΗΖɽ ͨ͞Ͳɼ 002 ૱ॶڂݜͶΓΖ ೧ ݆ ೖ఼࣎ͲηϜʖφϓΧϱΰʖϞജϧϱΫϱή723 νφϩͳϏλαϱ༽ΰʖϞྩܯΠέιη਼ 723 νφϩ ܯνφϩΝଲেͳͪ͢ɽଲেͳ ͪ͢ νφϩΰʖϞͶͤؖΖ̐ͬΎΞΖηϪρχͶͱؖ͢ɼͨΗͩΗɼ఼ͨ࣎Ͳ࠹ η Ϫρχ͖ΔɼୱޢΝபड़ͪ͢ɽୢ͢ɼ ݆ ೖ఼࣎Ͳ ηϪρχͶຮͪ͵͏νφϩ͍ͮͪͪΌɼͨ͑ ͪ͢ηϪρχͲͺ఼ࠬ࣎Ͳ࠹ηϪρχ࠹౦ߚΉͲΝபड़ଲেͳͪ͢ɽͨ݃Վɼ ܯ ηϪρχ༁ ݇ॽ͘ࠒΊ͗ଲেͳ͵ͮͪɽΉͪɼୱޢபड़ͶͺτΫηφϜωϱήλϓφ ʰ50H&DEʱΝ࢘༽ͪ͢ɽ ༁ ݇ॽ͘ࠒΊ͖ΔୱޢΝபड़ͪ݃͢Վɼ͕Γͨ ݺୱ͗ޢபड़͠Ηͪɽͨ͑ͬɼ ೖຌ͏͵Ͳޢɼ͏͵ͲܗݬಊࢼΏܙ༲ࢼɼࢼ໌༙ݽɼͨଠόθͳߡ͓ΔΗΖୱޢΝखΕঈ͏ͪɽ চɼೖຌ͏͵ͲޢͶͺɼࣖܟ൚Ͳ౦ߚ ,' ͵ʹқັΝ͵͠͵͏ช࣊དΉΗͱ͏Ζɽܗݬ Ͳ͵͏ಊࢼͳͺʰߨ͚ʱͳ͏͑ಊࢼΝྭͶ͍͝Ζͳɼ ʰߨ͜ʱ ʰߨ͖ ͵͏
(21) ʱ͵ʹɼೖຌޢช๑Ͷ͕͜Ζɼ ͏ΚΑΖܙ༽͞ͳͲ͍Ζɽ͑ͪ͢͞ʰߨ͜ʱ ʰߨ͖ʱ͵ʹܙ༽ୱޢͺܙସોմੵͶΓͮͱʰߨ͚ʱ ͍Ͳܙ༽ΖͳஇͤΖ͞ͳ͗Ͳ͘ɼࣛॽͶͤࡎܟΖචགྷ͗͵͏ͪΌɼखΕঈ͏ͪɽͮͪୱ͖ޢΔό θՆ͍͗ΖୱޢΝϒρέΠρϕ͢ɼ ໌ஸं͗સҽҲͲόθͳΌͪୱޢΊΝखΕঈ͏ ͪɽόθྭͳ͢ͱʰঋʱͳ͏͑ୱޢΝ͝ڏΖɽ͞Ηͺɼ ʰघঋघʱͳ͏͑ୱ͗ޢʰघʱ ʰঋʱ ʰघʱ ͳ 50H&DE ͶΓͮͱմ͠Ηͱ͢ΉͮͪͪΌɼқັ௪ͣ͵͏ୱ͗ޢபड़͠Ηͱ͢ΉͮͪྭͲ͍Ζɽೖຌ ͏͵Ͳޢୱޢͺ ޢఖౕɼ͏͵ͲܗݬಊࢼΏܙ༲ࢼͺ ޢఖౕɼࢼ໌༙ݽͺ ޢఖౕɼͨ ଠόθͺ ޢఖౕͲ͍ͮͪɽҐࡠۂ݃Վ͕Γͨ ݺୱͪͮ͗ޢɽ ݺୱޢ. − 22 −.
(22) Νड़ݳյ਼ͶΓͮͱ਼ౕාͶͪ͢ͺਦ̏ͳ͵ΖɽਕͶΓΖՃ͗Ն͵υʖνγθͶͤΖͪΌɼ ݺୱޢ͑ͬਦ ร఼ۄΝࢂߡͶɼ յҐड़ͪ͢ݳୱ͑͏ͳޢড়݇ͲߞΕࠒΞͫ݃Վɼ ݺୱͪͮ͗ޢɽ͞ ݺୱޢΝۅࣛॽͶͤࡎܟΖୱ͢ͳޢɼՃंͶۅՃΝߨͮͱ Δͮͪɽ ݺୱޢ͑ͬɼಝͶ౦ߚ͠Ηͪյ਼ଡ͖ͮͪୱޢҒ ୱޢΝන Ͷͪ͢ࡎܟɽୢ ͢ɼ࠹ଡ͚பड़͠Ηͪୱ͍ͲޢΖʰ໌ໃ͢ʱͺɼ౦ߚं͗ࣖܟ൚Ͷ౦ߚͤΖࡏͶ໌ΝྙͦͥͶ౦ߚ ͤΖͳࣙಊదͶ༫͠ΗΖୱ͍ͲޢΖɽ ਕͶΓΖՃ͗Ն͵υʖνγθͶ ͤΖͪΌɼड़ݳյ਼͗ າຮୱޢͺ Ճଲেͳ͢ͱ͏Ζɽ. ਦ பड़͠Ηͪ ޢड़ݳյ਼ յҐԾ
(23) ϐηφήϧϞ න ౦ߚ͠Ηͪյ਼ଡ͖ͮͪୱޢʤҒ ୱޢʥ. ୱޢ. ड़ݳյ਼. ୱޢ. ड़ݳյ਼. ໌ໃ͢. . ͏͏. . ͤΖ. . ͍Ζ. . ໃ͏. . ࢘͑. . . . ͨ. . ͕෴. . ΏΖ. . ݧ. . ͪͫ. . ݆. . ࢧ͑. . ໌. . ͏ΗΖ. . ͵Ζ. . ໌. . وໝ. . ͏Ζ. . ᴟᛶࡢホ౯᪉ἲ ຌͲڂݜͺϱνʖϋρφ౦ߚυʖν͖Δபड़ͪ͢ୱޢΝɼ དదͶਕͶΓͮͱһেՃͤΖͪΌɼ ୱޢͶΓͮͱͺՃͻΔ͍ͯ͗͘Ζ͞ͳ͗༩͠ΗΖɽͪ͗ͮ͢ͱɼफ़ͪ͢ᖔ
(24) ͵ʹΓΕɼ ଡ਼ਕͶΓΖՃ͗චགྷͲ͍Ζͳߡ͓ΔΗΖɽຌͲڂݜͺߨڂݜघ๑ΝࢂߡͶ ໌ՃंͶڢ. − 23 −.
(25) ྙ͢ͱΔͮͪɽՃंͺঃ ໌ͥͯͲߑ͠Ηͱ͕Εɼ೧ྺͺ େ͗ ໌ɼ େ͗ ໌ɼ େ ͗ ໌ɼ େ͗ ໌Ͳ͍ͮͪɽ ໌ՃंͶ Ͳபड़ͪ͢ ݺୱޢΝʰͳͱϛζτΡϔʱ ఼
(26) ɼ ʰϛζτΡϔʱ ఼
(27) ɼ ʰʹͬΔͲ͵͏ʱ ఼
(28) ɼ ʰϋΪτΡϔʱ ఼
(29) ɼ ʰͳͱϋΪτΡϔʱ ఼
(30) ஊͲՃΝғབͪ͢ɽ ۿຌ͗ࢨఢͪ͢ɼՃंର͵ʹͶΓͮͱஇخ६Ͷรಊ͍͗ΖՆΝߡྂ͢ɼ([FHO 5$1' ؖ ਼Ν༽͏ͱɼࣖ͠ΗΖୱޢॳޢΝՃंͶΓͮͱรߍͪ͢ɽ͞ΗͶΓΕࣖ͠ΗΖୱޢॳ͗݃Վ ͶӪڻΝͳͤ͞·ٶΝܲ͘ͲݰΖͳߡ͓ͪɽΉͪɼ Ͳफ़΄ͪΓ͑ͶɼՃं֪Ώ͢ͱ͏ΖॄͶ ΓͮͱୱޢͶ͜ΖһেՃҩ͏͗ਫ਼ͤΖͳߡ͓ΔΗΖͲɼՃं֪Ώ͢ͱ͏ΖॄͶͯ ͏ͱࠬͪ͢ɽ۫ରదͶͺɼΉͥՃं֪Ν਼ԿͤΖͪΌͶɼ༆Ҭ
(31) ৼཀྵఈऊౕʤ ֪ࠬݗʥΝ࢘༽͢ɼՃं֪Ν਼Կͪ͢ɽ༆Ҭ
(32) ৼཀྵఈऊౕͺɼఈଲেं֪Ν ߴ ͶΚͪΕ࠹߶ ఼ɼ࠹ఁ ఼Ͳ਼ԿͤΖͲ͍Ζ͗ɼ͞ऊౕΝ༽͏ͱ ໌Ճं֪Ν ਼Կͪ݃͢Վɼฑۋͳඬ६ยࠫΝਦ Ͷࣖͤɽ ໌Ճं਼֪ͺਦ ͖ΔΚ͖ΖΓ͑Ͷɼ ֦ߴͲՃंؔͲ਼ͻΔͯ͗͘ΊΔΗͪɽҲ๏Ͳɼ͏ͥΗߴͶ͕͏ͱಝఈՃं਼ ͗ଡ͚֪ߴͲ߶ಚ఼Ήͪͺఁಚ఼ͶยΖ͞ͳͺ͵͖ͮͪ ਦྲྀ
(33) ɽ͞ΗΔ͞ͳ͖Δɼ ਕՃ ं͗ɼୱޢͶͪ͜һেՃΝฑۋԿͤΖ͞ͳͲ֪ͶΓΖ͵ۅยΕͺ؉͠ΗΖͳߡ͓ͪɽ ࣏Ͷɼϱνʖϋρφཤ༽য়ڱΝ໎Δ͖ͶͤΖͪΌɼࣖܟ൚Ώ 616 ͵ʹϱνʖϋρφऀճॄ ͑ͬɼʹ͑͏ͮͪॄͶ͢ͱ͏Ζ͖Νࠬͪ͢ɽͨΗͶՅ͓ͱɼϱνʖϋρφͶંକͤΖͪΌͶ࢘ ༽͢ͱ͏Ζ௪৶حؽɼ ೖ͍ͪΕ௪৶࣎ؔɼཤ༽͢ͱ͏Ζ௪৶حؽक͵࢘༽దͶͱؖࠬͪ͢͢ɽ ࠬ݃ՎɼસͱՃं͗ϱνʖϋρφͶંକΝߨ͑௪৶ͱ͢ͳحؽɼηϜʖφϓΧϱͳϏλαϱʤ3&ʥ ʹͬΔཤ༽͢ͱ͏ͪ͗ɼ ೖ͍ͪΕϱνʖϋρφཤ༽࣎ؔ͗ՃंͶΓͮͱ͚͘ҡ͵ͮͪɽ Ήͪɼϱνʖϋρφಝ༙න͗ݳड़ͤݳΖಙ໌ࣖܟ൚ΏςρνʖΝཤ༽͢ͱ͏ΖՃं͏ΖҲ๏ɼ ϱνʖϋρφಝ༙නݳͶৰΗΖؽճ͗͵͏͞ͳ͖͓͗͑͗ΖՃंଚࡑͪ͢ɽ͞ΗΔ͞ͳ͖Δɼϱ νʖϋρφಝ༙නݳͶͱؖ͢ͺɼϱνʖϋρφಝ༙නݳΝཀྵմ͢ͱ͏ΖՃंһেΝ༑ͤΖචགྷ͗ ͍ΖՆߡྂͤΖ͞ͳͶͪ͢ɽϱνʖϋρφཤ༽য়ڱΝ໎Δ͖ͶͤΖͪΌͶɼජं͗ࡠ࣯ͪ͢ ߴ͑ͬɼՃं ೖ͍ͪΕ 3& ͕Γ;ηϜʖφϓΧϱཤ༽࣎ؔͺɼන Γ͑Ͷ͵ͮͪɽ. ਦ ֪ߴ ࠬݗ֪ηαΠ ໌Ճंฑۋͳඬ६ยࠫ
(34). − 24 −.
(35) න Ճं ೖ͍ͪΕ 3& ͕Γ;ηϜʖφϓΧϱཤ༽࣎ؔ. ホ౯⪅ࡼࡿ༢ㄒࡢホ౯⤖ᯝ ໌Ճं͗ ୱޢͶͪ͜һেՃฑۋΝɼ ͨΗͩΗୱޢۅͳͪ͢ɽ ͞ ୱޢۅ਼ౕාͺਦ Γ͑Ͷ͵ͮͪɽۅฑۋ͗ ɼͯΉΕɼϛζτΡϔͲϋΪτΡ ϔͲ͵͏ͳஇ͠Ηͪୱޢͺ ͍ݺΕɼฑۋ͗ ΝյΖϛζτΡϔ͵ୱޢͺ ݺɼ ΝԾյ ΖϋΪτΡϔ͵ୱޢͺ ͍ͪͮݺɽफ़ͪ͢߶ଞࣛॽͶ͕͏ͱɼफୱޢۅ਼ౕාͺਦ ͳ͵ͮͪɽୢ͢ɼ߶ଞࣛॽͲͺۅͳΕ͑ΖҕΝʛ ͳ͢ͱ͏ΖͪΌɼͨҕΝʛ ͳ͢ ͱ͏ΖຌͲڂݜ਼ౕා ਦ
(36) ͳർ΄ΖͪΌɼԥۅࠃΊֶؔΝൔͶͪ͢ɽਦ ͳਦ ർֳ͖ΔΚ͖ΖΓ͑ͶɼຌͲڂݜՃଲেͳͪ͢ ୱޢͺɼϛζτΡϔ͵ୱͳޢϋΪτΡϔ͵ୱޢ ͺಋྖఖౕͲ͍Εɼ͞ ୱޢΝخͶۅࣛॽΝࡠͪ͢ɼϛζτΡϔ͵ୱޢफ਼ͳϋΪτ Ρϔ͵ୱޢफ਼ͺಋྖఖౕͶ͵Ζͳߡ͓ΔΗΖɽҲ๏ɼؽփదͶࡠͪ͢߶ଞࣛॽͲͺ Ͳफ़΄ ͪΓ͑ͶɼϛζτΡϔ͵ୱޢफ਼͗ϋΪτΡϔ͵ୱޢफ਼ͳർ΄ঙ͵͏ɽΉͪɼྈۅୱޢΝ ਼અఈ͢ɼޢኰϋρφϭʖέͶ͕͜ΖؽͲړփదͶ 31 Ν༫͓Ζͳ͏͑घ๑ಝɼྈۅͶஇ͠ ΗΖୱ਼͗ޢඉͶଡ͚͵ͮͪͳߡ͓ΔΗΖɽ͞͞ͳ͗ҲҾͳ͵ͮͱɼۅ͗ਕؔ״͖Δစ͢ ͪՆ͍͗ΖɽຌࣛॽͶफ͠ΗͪୱޢͶଲͤΖՃंͶΓΖһেՃࢆΝতॳͶด;͓ͪ ͺਦ Γ͑Ͷ͵ͮͪɽਦ Ͳͺร఼ۄΝ໎Δ͖ͶͤΖͪΌɼสٕ࿊କྖͳ͢ͱਦͶͪ͢ɽଡ͚ୱ ޢͶ͕͏ͱɼ ਕՃं͗ͪ͜һেՃͺࢆ͗ঘ͚͠ɼՃंͶΓΖୱޢһেࠫ͗ঘ͠͏͞ ͳ͗Κ͖Ζ͗ɼ ݺୱͲޢࢆ͗ Ν͓Ζ͵ʹɼҲ෨ୱͲޢͺࢆ͖͗ͮͪ͘ න
(37) ɽࢆ ͘͵ୱޢಝͳ͢ͱɼϱνʖϋρφηϧϱήΝͺͣΌͳͤΖɼϱνʖϋρφͲऀࣰݳճͳҡ͵ ͮͪқັͲ࢘༽͠ΗΖୱ͗ޢཱིͮͪɽҲྭͳ͢ͱ࠹ࢆ͖͗ͮͪ͘ʰᕷΖʤ͙ͪΖʥ ʱͳ͏͑ୱޢͺɼ ϱνʖϋρφͲϧηφΝ౦ߚͲ͘ΖγʖϑηΝఴ͢ͱ͏ΖϒέεϔͶΓΖͳɼ ʰݡΖͳڷฅ͍ ΉΕৼ͗ߧʓ͚͢߶ͮͱ͢Ή͑ࡠͶͯ͜ΔΗΖνήʱͳ͢ͱࣟ͠Ηͱ͕ΕɼϱνʖϋρφͲͺ ஸ͚͢ϛζτΡϔ͵ୱͱ͢ͳޢѽΚΗΖ͍͗Ζͳ͏͑ɽ࣏͏Ͳࢆ͖͗ͮͪ͘ʰߵͻ͢͏ʱͳ͏͑ ୱޢͶͱؖ͢ͺɼ ϱνʖϋρφηϧϱή͵ʹϱνʖϋρφͲୌͳ͵ͮͪୱޢқັΝմઈͤΖ ʲω αωαඨՌʳ ʤKWWSVGLFQLFRYLGHRMSʥͶͺɼ ʰɿΆΞΕͳͪ͞͝Γ͑͵ྒྷ͏Ͷ͕͏Νනͤܙ༲ࢼɽ ௩ʓ͢͏ਕɼಆ͕͖͗͢͏ਕɼқັ໎͵ݶಊΝͤΖັـѳ͏ਕ͵ʹΝනͤɼϋρφηϧϱήʀӇޢɽ ʱ ʤݬชϜϜʥͳ͏͑͠͵͗ࡎىΗͱ͕ΕɼϱνʖϋρφͲͺஸ͚͢ϋΪτΡϔ͵ୱͱ͢ͳޢѽΚΗΖ ͍͗Ζ͞ͳ͖͓͗͑͗Ζɽ. − 25 −.
(38) ਦ ୱޢۅ ໌Ճंฑۋ
(39) ϐηφήϧϞ. ਦ ߶ଞࣛॽͶ͠ࡎܟΗͪୱޢۅϐηφήϧϞ. ਦ સୱޢۅࢆͶͯ͏ͱྩ਼ౕා. − 26 −.
(40) න һেՃࢆ͖͗ͮͪ͘ୱޢྭͳɼͨՃฑۋ. ୱޢ. ࢆ. ฑۋ. ᕷΖ. . . ߵͻ͢͏. . . ͬշͤ. . . ͓ͯ͝͵͏. . . ـҩ͏. . . ᴟᛶ㎡᭩ࡢసᡂ Ώ Ͳफ़΄ͪΓ͑ͶɼϱνʖϋρφηϧϱήΝͺͣΌͳͤΖɼϱνʖϋρφͲͺऀࣰݳճͳ ҡ͵ͮͪқັͲ࢘༽͠ΗΖୱޢͺɼϱνʖϋρφͲΊ௪༽ͤΖқັΝཀྵմ͢ͱ͏Ζ͖൳͖ͶΓͮͱ ͚͘Ճ͖͗ΗΖՆ͍͗Ζ͞ͳ͖Δɼ झྪۅࣛॽΝࡠͤΖචགྷ͍͗Ζͳߡ͓ͪɽҲͯ ࣛॽͳ͢ͱɼસͱՃंͪ͜һেՃฑۋΝɼસͱୱޢͶۅͳ͢ͱ༫͓ͪʤҐ ԾɼՅ౽ࣛॽ $ ͳͤΖʥΝࡠͪ͢ɽ͑Ҳͯࣛॽͳ͢ͱɼϱνʖϋρφηϧϱήһেҩ͏Ͷߡ ྂͪࣛ͢ॽʤҐԾɼՅ౽ࣛॽ % ͳͤΖʥΝࡠͪ͢ɽ ҐԾɼՅ౽ࣛॽ % ࡠघॳΝफ़΄ΖɽΉͥɼસୱޢՃंͶΓΖۅࢆྩ਼ౕාΝࣖ ͪ͢ਦ ร఼ۄΝࢂߡͶɼࢆ͗ Ν͓ΖୱޢͺՃंͶΓͮͱۅ͚͗͘ҡ͵ͮͪୱ͍Ͳޢ Ζͳͪ͢ɽ͞ΗΔɼࢆ͗ Ν͓Ζୱޢ͑ͬफ़ωαωαඨՌͲϱνʖϋρφηϧϱήͳ ͢ͱखΕ͝ΔΗͱ͏ΖΝபड़ͪ͢ɽͨ݃Վɼ ʰߵͻ͢͏ʱ ʰஓবʱͳ͏͑ ୱ֚͗ޢͪ͢ɽ͞ ΗΔୱޢͺɼωαωαඨՌઈ໎ͶΓΖͳɼϱνʖϋρφηϧϱήͳ͢ͱ༽͏͵͏ͺಝͶϋΪ τΡϔ͵қັΝ࣍ͪ͵͏͗ɼϱνʖϋρφηϧϱήͳ͢ͱ༽͏ΖͺϋΪτΡϔ͵қັΝ࣍ͯͳ͏ ͑ɽͪ͗ͮ͢ͱɼ ʰߵͻ͢͏ʱ ʰஓবʱͳ͏͑ୱޢͶϋΪτΡϔ͵ՃΝߨͮͪՃंͺϱνʖϋρφη ϧϱήқັΝཀྵմ͢ͱ͏Ζͳߡ͓ΔΗΖɽωαωαඨՌͶ͠ࡎܟΗͱ͏Ζϱνʖϋρφηϧϱήͺ ͍͚ΉͲେනద͵Ͳ͍ΖͪΌɼ ໌ՃंͨΗͩΗ͗ʰߵͻ͢͏ʱ ʰஓবʱͳ͏͑ୱޢͶͪ͜ һেՃͳۛ͏ܑһেՃ͜ΔΗ๏Ν͢ͱ͏ΖୱޢΝ΄Ζ͞ͳͲɼϱνʖϋρφηϧϱ ήΝபड़Ͳ͘Ζͳߡ͓ͪɽ۫ରదͶͺɼ ໌Ճं͗ʰߵͻ͢͏ʱ ʰஓবʱͳ͏͑ ୱޢͶͪ͜һে ՃΝɼ֦ਕͶ͕͏ͱՅࢋ͢ɼ͞ΗΝʰηϧϱήʱͳͪ͢ɽͨ͢ͱɼ ݺୱޢͶ͕͏ͱɼ ໌Ճं֦ਕ͗ͪ͜ۅͳηϧϱή૮਼ܐؖʤηϒΠϜϱʥΝࢋड़ͪ͢ɽ݃͞Վɼ૮਼ܐؖ ઊଲ͗ Ґ S
(41) Ͳ͍Ζୱ ͗ޢୱޢபड़͠ΗͪɽՅ౽ࣛॽ % Ͳͺɼ͞ΗΔ ݺୱޢ ҐୱޢͺસͱՃंһেՃฑۋΝɼસͱୱޢͶۅΝ༫͓Ζ͗ɼ͞ΗΔ ݺ ୱޢͺʰߵͻ͢͏ʱ ʰஓবʱͳ͏͑ྈୱޢΝͳͶϋΪτΡϔͶՃ͢ͱ͏ΖՃं ໌һেՃ ฑۋΝۅͳ͢ͱ༫͓ͪɽ͞ ໌ͺɼંକحؽΝΚ͵͏ϱνʖϋρφંକ࣎ؔ͗࠹ௗ͏ ໌ͳͪ͢ɽΉͪɼ ୱޢ͑ͬɼਜ਼૮ؖɼෝ૮͖ͪͮک͗ؖୱͨޢΗͩΗ ݺΝන ͳ͢ ͱͪ͢ࡎܟɽՅ౽ࣛॽ $ Ͷ͕͜ΖϛζτΡϔ͵ୱޢɼϋΪτΡϔ͵ୱޢɼ֦Ғ ୱޢͺන Γ͑Ͷ ͵ΕɼՅ౽ࣛॽ % Ͷ͕͏ͱͺන Γ͑Ͷ͵ͮͪɽՅ౽ࣛॽ $ ͳՅ౽ࣛॽ % Ͷ͕͏ͱɼϛζτΡϔ͵ୱ ͳޢϋΪτΡϔ͵ୱޢ֦Ғ ୱޢΝർֳͤΖͳɼϛζτΡϔ͵ୱޢͶͱؖ͢ͺɼྈࣛॽؔͲɼͨΗ ΆʹୱޢΗΚΕͺΊΔΗ͵͖ͮͪɽҲ๏ͲϋΪτΡϔ͵ୱޢͶͱؖ͢ͺ͕Γͨൔ਼ୱ͗ޢΗ. − 27 −.
(42) Κͮͱ͏ͪɽҲൢͶϱνʖϋρφηϧϱήͺϋΪτΡϔ͵қັ͗ଡ͏ͳߡ͓ΔΗͱ͏Ζ͗ɼຌݜ ڂݜͲڂଲেͳͪ͢ ୱޢͶΉΗΖϱνʖϋρφηϧϱήɼΏͺΕϋΪτΡϔ͵қັ͗ ଡ͏͞ͳ͖͓͗͑͗Ζɽ න ηϧϱήͳ૮ؖ߶͖ͮͪୱޢ ୱޢ. ૮਼ܐؖ. ୱޢ. ૮਼ܐؖ. ஓব. . ϫήϚ. . ߵͻ͢͏. . ͮͼ͵ͤ. . ηϪο. . ἠ. . ӆ. . . . ϏοϱΩη. . ޝΕ. . ͵͏ͫΕ. . αηοϣʖϞ. . υϜ. . ಝࡳ. . ۜະ. . ક. . ϔʖϟϧϱ. . ͕ාࢬ. . ੩ΌΖ. . ലଐ. . න Յ౽ࣛॽ $ Ͷ͕͜ΖϛζτΡϔɼϋΪτΡϔ֦Ғ ୱޢ. ୱޢ. ۅ. ୱޢ. ۅ. ѬͤΖ. . ͽ͘ࡶͤ. . ͕ΌͲͳ͑. . ͏ͣΌ. . ͤͻΔ͢͏. . ͮࡶͤ. . ֺ͢͏. . ٰଶ. . ઊ. . ٰࡶ. . ࢭ͏. . ࡶ֒. . ඔ͢͏. . ड़པଝ͵͏. . ඔັ͏. . ͚͵Ζ. . ඔັ͢͏. . ͘ࡶͤ. . ͕͏͢͏. . ϔη. . ͏͢ذ. . ᓖ. . ોΔ͢͏. . ॅ͏. . ྒྷ͏. . ࢰ͵ͤ. . ॗ͑. . බ. . ͖ͮ͞͏͏. . ࢰࢊ. . ՆѬ͏. . ࣙࡶ. . Ѭͤ. . ໃ. . ༑ঋ. . ΫοΪ. . ࠹༑ऴ. . ϚϫΩη. . ͪΕ. . ࡶਕ. . − 28 −.
(43) න Յ౽ࣛॽ % Ͷ͕͜ΖϛζτΡϔɼϋΪτΡϔ֦Ғ ୱޢ. ୱޢ. ۅ. ୱޢ. ۅ. س. . ஓব. . ѬͤΖ. . ϏοϱΩη. . ͕ΌͲͳ͑. . ܲ㚿. . ͤͻΔ͢͏. . ڵง. . ֺ͢͏. . ໃ. . ઊ. . ϜζΫο. . ࢭ͏. . ΠηϘ. . ඔ͢͏. . ώΩρνʖ. . ඔັ͏. . ͽ͘ࡶͤ. . ඔັ͢͏. . ͏ͣΌ. . ᕷΖ. . ͮࡶͤ. . ͕͏͢͏. . ٰଶ. . ͏͢ذ. . ٰࡶ. . ોΔ͢͏. . ࡶ֒. . ྒྷ͏. . ड़པଝ͵͏. . ॗ͑. . ӆ. . ͖ͮ͞͏͏. . ֒ѳ. . ՆѬ͏. . ͘ࡶͤ. . Ѭͤ. . ϔη. . ༑ঋ. . ᓖ. . సᡂࡋࡓᴟᛶ㎡᭩ࡢホ౯ ㎡᭩ࡢ༢⣧ẚ㍑ ⣔ิࡼࡿẚ㍑ ຌࡠͲڂݜͪ͢Յ౽ࣛॽ $ɼՅ౽ࣛॽ % ΝՃͤΖͪΌɼࣰࡏԎࣆྭΝଲেͳ͢ͱ 31 ఈΝߨ ͮͪɽ31 ఈΝߨ͑ଲেͳ͢ͱͺɼՅ౽ʤʥͲԎࣆྭͳ͢ͱखΕͪ͝ɼ̐ͬΎΞΖͶ͕͜Ζ ʰήϧϱϔϩʖϓΟϱνζʖʱηϪρχΝમΞͫɽՅ౽ʤʥͲͺʰήϧϱϔϩʖϓΟϱνζʖʱηϪ ρχԎࣆྭΝ࣎ܧͳ͢ͱන͕ͱ͢ݳΕɼؔ͞غΝଲেͶɼՅ౽ࣛॽ $ɼՅ౽ࣛॽ %ɼ͠ΔͶർֳ ଲেͳ͢ͱ߶ଞ
(44) ΝخͶࡠ͠Ηͪ߶ଞࣛॽΝ༽͏ͱɼ31 ఈΝߨͮͪɽ ࣰࡏͶ࢘༽ͤΖ࣎ܧͺਦ Ͳ͍Ζ͗ɼ͞͞ͲԎͳͺ Ͳफ़΄ͪΓ͑Ͷɼಋͣ࣎ؔଵʰԎʱ ͢ͱ͏͵͏ͳ͘ฑۋ౦ߚ਼Ν ͳ͢ɼࢨ਼Կͪ͢Ͳ͍ΖɽͯΉΕɼԎࣆྭͶ͕͏ͱͺɼԎ͗ ͘͏Άʹ㒹ᨳউ͗ࡶ౺͢ͱ͏Ζͳߡ͓ΔΗΖɽΉͪɼਦ Ͷ͕͏ͱԾતʤྈһʥ͗Ӏ͖Ηͱ͏Ζغ ؔ͗ɼ<DKRRωϣʖη͵ʹͲʰԎʱً͗ͮ͞ͱ͏ͪͳ͠ΗΖ͍ͲؔغΕɼԾતΓΕؔغͺΉͫʰԎ ʱ͗ਫ਼͢ͱ͏͵͖ͮͪͳߡ͓ΔΗΖ͍ͲؔغΕɼԾતΓΕޛؔغͺʰԎʱ͗फͪ͢ͳߡ͓ΔΗ Ζ͍ͲؔغΖɽ ʰԎʱͺɼࣖܟ൚౦ߚ਼͗ଁՅͤΖͪΌɼ ʰԎʱ͗ਫ਼ͤΖͳԎ͚͗͘͵ Ζͳߡ͓ΔΗΖɽΉͪɼਦ ࣎ܧͺՅ౽ʤʥͲफ़΄ͱ͏ΖΓ͑ͶήϧϓΝฑԿͤΖͪΌͶɼ࣎ ܧԥΝཀྵద࣎ؔͲͺ͵͚ࣖܟ൚ ݺ౦ߚ͖ͪΉΕΝනͤηϪρχΝ༽͏ͪɽͨ͞Ͳɼ. − 29 −.
(45) 31 ఈ ηϪρχ͟ͳͶߨͮͪɽͯΉΕɼͨΗͩΗηϪρχͶ͕͏ͱ౦ߚ͠ΗͪชহΝܙସોմੵ ͢ɼܙସોմੵ݃Վபड़ͪ͢સͱୱޢ͑ͬɼࣛॽͶ͠ࡎܟΗͱ͏ΖୱޢͶɼͨΗͩΗ 31 Ν༫͓ɼ ͨΗΔΝՅࢋͪ͢Ν࣎ܧԿͪ͢ɽ ֦౦ߚชহྖଡঙ͗ 31 Ͷ༫͓ΖӪڻΝঙ͵͚ͤΖͪΌͶͺɼ ܯͲͺ͵͚ɼͨฑۋΝࢋड़ͤΖ๏๑ߡ͓ΔΗΖ͗ɼΠηΫʖΠʖφͳͻݼΗΖྖช࣊Ν༽ ͏ͪֈ౦ߚ͵ʹӪڻΝण͜Ώ͚ͤ͵Ζͳߡ͓ɼ ຌͲڂݜͺܯͶΓͮͱ 31 ࣎ܧΝࡠͪ͢ɽ ਦ ʰԎʱ࣎ܧͶՅ౽ࣛॽ $ɼՅ౽ࣛॽ %ɼ߶ଞࣛॽͨΗͩΗͲࢋड़֦ͪ͢ηϪρχ 31 ࣎ܧΝดͪ͢ى͗ਦ ʛਦ Ͳ͍ΖɽՅ౽ࣛॽ $ ਦ
(46) ɼՅ౽ࣛॽ % ਦ
(47) Ν༽͏ͪ 31 ఈͲͺ ʰԎʱ͗ਫ਼͢ͱ͖ΔʰԎʱܻ͚͗͢͵ΖͶͯΗ 31 ͗ෝ๏Ͷรಊ͢ɼ ʰԎʱ͗फͶ͖͑ ͳಋ࣎Ͷ 31 ͗ෝ͖Δਜ਼๏Ͷรಊ͢ͱ͏Ζ͞ͳ͗Κ͖ΖɽҲ๏ɼ߶ଞࣛॽ ਦ
(48) Ν༽͏ͪ 31 ఈ Ͳͺɼ ʰԎʱ͗ਫ਼͢ͱ͖ΔʰԎʱܻ͚͗͢͵ΖͶͯΗ 31 ͗ෝ๏ͶรಊͤΖ͗ɼ ʰԎʱ͗फ Ͷ͖ͮͱ 31 ͗ෝ͖Δκϫ๏Ͷรಊ͢͵͏͞ͳ͗Κ͖ΖɽচɼՅ౽ࣛॽ $ ਦ
(49) ɼՅ౽ࣛॽ % ਦ
(50) ؔͲͺɼՅ౽ࣛॽ % Ά͑͗ 31 ৾͗ΏΏ͘͏͗ɼͨΗҐҩ͏ͺΊͳΌΔΗ͵͖ͮͪɽ. ਦ ̐ͬΎΞΖʰήϧϱϔϩʖϓΟϱνζʖʱηϪρχԎ࣎ܧ. ਦ Յ౽ࣛॽ $ Ͳ 31 ఈΝߨͮͪ 31 ͳԎ࣎ܧ. − 30 −.
(51) ਦ Յ౽ࣛॽ % Ͳ 31 ఈΝߨͮͪ 31 ͳԎ࣎ܧ. ਦ ߶ଞࣛॽͲ 31 ఈΝߨͮͪ 31 ͳԎ࣎ܧ. ྛ㎡᭩ࡼࡿ 31 ್⅖ୖ್ࡢ┦㛵 ʰԎʱয়ସΝ֦ࣛॽͶΓΖ 31 ͶΓͮͱՃͤΖ͞ͳ͗ड़པͱ͏Ζ͖Ν֮ͤΖͪΌɼ֦ࣛॽͶ ΓΖ 31 ͳԎ૮਼ܐؖʤϒΠλϱʥΝࢋड़ͪ͢ɽͨ݃ՎɼՅ౽ࣛॽ $ ͳԎ૮਼͗ܐؖ ͳ͵Εౕ༙қ͵ෝ૮ؖΝࣖͪ͢ S
(52) ɽಋ༹ͶՅ౽ࣛॽ % Ͳͺ ͳ͵Εౕ༙қ ͵ෝ૮ؖΝࣖͪ͢ S
(53) ɽҲ๏ɼ߶ଞࣛॽͲͺ ͳ͵Εओ͏༙қ͵ෝ૮ؖΝࣖͪ͢ S
(54) ɽୢ ͢ɼՅ౽ࣛॽͺ̓ஊͲՃंͶՃΝߨͮͱΔͮͪͲ͍ΖͪΌɼୱͨޢΗͩΗ 31 ࣙରͺॳ ऊౕͲ͍Ζͳଌ͓ͱ͏Ζ͗ɼηϪρχ 31 ͺ͵਼ୱޢ 31 ͍ͲܯΖͲֶؔऊౕͲ ͍Ζͳߡ͓ͪɽ͠ΔͶɼ ʰԎʱ͢ͱ͏ͪͳ͠ΗΖؔغΊͲ Ν͓Ζυʖν਼ɼ ʰԎʱ͢ͱ͏͵͖ ͮͪͳ͠ΗΖؔغΌΖͳ Ν͓Ζυʖν਼͍͗Εඬຌ਼ॉͶଡ͏ͳߡ͓ΔΗΖ͞ͳ͖Δɼ 31 ͳԎ૮ؖͺϒΠλϱͶΓͮͱࢋड़Νߨͮͪɽ. − 31 −.
(55) ᩓᕸᅗࡼࡿẚ㍑ ʰԎʱ͗ਫ਼͢ͱ͏ͪؔغՅ౽ࣛॽ $ɼՅ౽ࣛॽ %ɼ߶ଞࣛॽΝ༽͏ͪ 31 ఈͶ͕͜Ζɼ31 ͳԎͨΗͩΗࢆාਦͺਦ ʛਦ Γ͑Ͷ͵ͮͪɽ Յ౽ࣛॽ $ɼ Յ౽ࣛॽ % Ν༽͏ͪఈͲͺɼ Ԏ͗ ఖౕΉͲͺɼԎ͚͗͘͵ΖͶͯΗ 31 ͚͘͵ͮͱ͏Ζ͞ͳ͗Κ͖ΖɽҲ๏ɼ߶ ଞࣛॽΝ༽͏ͪͲͺ 31 ͘͠ͳԎ͘͠ͳ૮ؖͺɼՅ౽ࣛॽΝ༽͏ͪࡏͶർ΄ͱঘ͠ ͏͞ͳ͖͓͗͑͗Ζɽ Յ౽ࣛॽ $ɼՅ౽ࣛॽ % Ͷ͕͏ͱԎ͗ Ν͓͍ͪͪΕ͖Δͺɼ31 ͳԎͳ૮ؖͺ ໎ྐͲ͍Ζͳࢧྋ͠ΗΖɽ. ਦ Յ౽ࣛॽ $ Ν༽͏ͪ 31 ఈͶ͕͜Ζ 31 ͳԎࢆාਦ. ਦ Յ౽ࣛॽ % Ν༽͏ͪ 31 ఈͶ͕͜Ζ 31 ͳԎࢆාਦ. − 32 −.
(56) ਦ ߶ଞࣛॽΝ༽͏ͪ 31 ఈͶ͕͜Ζ 31 ͳԎࢆාਦ ㎡᭩㛫࠾ࡅࡿ 31 ್ࡢኚືࡢ㐪࠸ᑐࡍࡿ⪃ᐹ ΉͥɼՅ౽ࣛॽ $ɼՅ౽ࣛॽ % ͲͺʰԎʱ͗फͶ͖͑ͳಋ࣎Ͷɼ31 ͗ෝ͖Δਜ਼๏Ͷรಊ ͪ͗͢ɼ߶ଞࣛॽͲͺʰԎʱ͗फͶ͖ͮͱɼ31 ͗ෝΉΉκϫ๏Ͷรಊ͢͵͖ͮͪཀྵ༟ Ͷࡱߡͱؖ͢Νߨ͑ɽ͞Ηͺ߶ଞࣛॽͶ͠ࡎܟΗͱ͏ΖୱޢͺϋΪτΡϔ͵ୱ͗ޢൔΝઐΌͱ͏Ζ͞ͳ ͗ҲҾͲ͍Ζͳߡ͓ΔΗΖɽҐԾɼ۫ରదͶઈ໎Νߨ͑ɽࣛॽͶ͠ࡎܟΗͱ͏Ζୱ͗ޢϛζτΡϔ͵ Ͷർ΄ɼϋΪτΡϔ͵͗ଡ͏ͳɼชহྖ͗ଡ͜Ηͻଡ͏Άʹɼ31 ͺΓΕ͘͵ෝͶ͵ΕΏͤ ͚͵Ζɽ ʰήϧϱϔϩʖϓΟϱνζʖʱηϪρχͲͺɼ ʰԎʱ͗ਫ਼͢ͱ͏͵͖ͮͪͳߡ͓ΔΗΖؔغ Ͳ͍ΖɼηϪρχ ͖Δ ηϪρχͲͺɼ ηϪρχ͍ͪΕฑ ۋช࣊౦ߚ͍͗ͮͪɽͨ ΗͶଲ͢ͱɼܻ͚͢ʰԎʱ͢ͱ͏ͪͳߡ͓ΔΗΖηϪρχ ͖Δ ηϪρχͲͺɼ ηϪρχ͍ ͪΕฑ ۋช࣊౦ߚ͍͗ͮͪɽ͞ΗͺʰԎʱͶͯ͵͗Ζͪ͵ୌ͗ਫ਼ͪͪ͢Όɼ౦ߚं͗ௗ ชͲ౦ߚͤΖؽճ͗ଁ͓ͪՆ͍͗Ζͳߡ͓ΔΗΖɽͪ͗ͮ͢ͱɼ ʰԎʱ͗फͶ͖͏ɼ౦ߚंౘ Ε͗੫ԿͶ͖ͮͪͳ͢ͱɼௗช౦ߚ͗କ͚ؔͺɼ߶ଞࣛॽͲͺชহ಼༲͗ϛζτΡϔ͖ϋΪτ Ρϔ͖ͳ͏͑͞ͳΓΕɼชহྖଡ͠ͶΓͮͱ 31 ͗ෝ๏Ͷรಊ͢Ώ͚ͤ͵ΖӪڻΆ͑͗͘ ͖ͮͪͲͺ͵͏͖ͳߡ͓ΔΗΖɽ ࣏Ͷ 31 ͳԎ૮ؖͶͱؖ͢ɼՅ౽ࣛॽ $ɼՅ౽ࣛॽ % Ν༽͏ͪίʖηͲͺɼ31 ͳԎͶ ౕෝ૮͍͗ͪͮ͗ؖɼ߶ଞࣛॽΝ༽͏ͪίʖηͲͺओ͏૮ͳ͖ͪͮ͞͵͖ؖ͢ͶଲͤΖߡࡱΝߨ ͑ɽՅ౽ࣛॽ $ɼՅ౽ࣛॽ % Ͳౕෝ૮ͳ͍ͪͮ͗ؖ͞ͺɼͤ͵ΚͬɼՅ౽ࣛॽΝ༽͏ͪίʖηͲ ͺɼԎ͗߶͚͵ΖͶͯΗ 31 ͗ෝ๏Ͷรಊ͢ͱ͏Ζͳ͏͑͞ͳͲ͍ΕɼՅ౽ࣛॽͺҲఈఖౕʰԎ ʱΝ࣯దͶՃͲ͘Ζͳߡ͓ΖɽҲ๏Ͳ߶ଞࣛॽΝ༽͏ͪίʖηͲͺɼ31 ͳԎͶओ͏૮͖ؖ͢ ͵͖ͮͪ͞ͳͶଲͤΖߡࡱΝߨ͑ɽफ़ͪ͢Γ͑Ͷɼ߶ଞࣛॽͲͺϋΪτΡϔ͵ୱޢ͗ྖࡎܟɼϛζτ Ρϔ͵ୱޢͶർ΄ͱଡ͚ɼชহྖ͗ଡ͜Ηͻଡ͏Άʹ 31 ͗ΓΕ͘͵ෝͶ͵ΕΏ͚ͤ͵Ζ͞ͳ͗ Ӫ͏ͱ͢ڻΖͳߡ͓ΔΗΖɽͤ͵Κͬɼୱ͗ޢϛζτΡϔ͖ϋΪτΡϔ͖ΓΕɼชহྖ͗ঙ͵͏͖ଡ͏ ͖ͳ͏͑͞ͳΆ͑͗ɼηϪρχસର 31 Ͷ༫͓ΖӪ͗ڻ͘͏ͪΌɼ ʰԎʱࣰΝՃ͢Ͷ͚͏. − 33 −.
(57) Ͷ͵ͮͱ͏ΖͲͺ͵͏͖ͳߡ͓Ζɽ Յ౽ࣛॽͶ͕͏ͱɼ ૮ౕ͗ؖͶཻΉͮͪ͞ͳͶͱؖ͢ͺɼ Ͳफ़΄ͪɼԎ͗ Ν͓͍ͪͪΕ͖Δͺɼ31 ͳԎ૮͗ؖ໎ྐͶ͵Ζ͞ͳ͗Ӫڻ ͢ͱ͏Ζͳߡ͓ΔΗΖɽࣰࡏͶ Ν͓ΖΓ͑͵Ԏ͗ҡͶ͚͘͵ͮͱ͏ΖίʖηΝ΄ͱΊΖ ͳɼ͏ͥΗʲอ͗࢞ޤ๑దॶࡑͶͯ͏ͱफ़΄Ζʳ͵ʹɼ ʰԎʱ಼༲ͶͤؖΖ॑͵͢͏ๅ ͗৶͠Ηͱ͏ͪɽͪ͗ͮ͢ͱɼͨ͑ͪ͢ๅ৶ͶΓΕɼࣖܟ൚Ͷ͕͏ͱ౦ߚं౦ߚ͗Ͷ͵ͮ ͪͳߡ͓ΔΗΖɽ͑ͪ͢͞ίʖηͲͺ౦ߚं͚͗͢ୌͶ͢Ώͤ͏ๅΝಚͪ͞ͳͲɼ౦ߚ͗Ͷ͵ Ε㒹ᨳউҐͶ٠Ώɼๅʹ͵ڛ༹ʓ͵౦ߚ͗ࡶ౺͢ͱ͏ͪՆ͍͗ΕɼԎ͗ʰԎʱ ࣰΝൕӫͪ͢ࢨ਼ͳ͢ͱɼؽ͢ͱ͏͵͖ͮͪՆ͍͗ΖɽԎ͗ʰԎʱࣰΝൕӫ͢ͱ͏ ͵͏ίʖη͍͗ͮͪɼୱ९͵૮Ͳؖͺਜ਼֮͵ࣛॽՃ͗ߨ͓͵͏Ն͍͗Ζɽͨ͞ͲɼҡͶԎ ͚͗͘͵ͮͱ͏ΖίʖηӪڻΝঘ͚͢͠ɼΓΕਜ਼֮͵ࣛॽՃΝߨ͑ͪΌͶҢಊฑۋΝ༽͏ͪ ૮ؖΝࢋड़ͪ͢ɽ ྛ㎡᭩ࡼࡿ⛣ືᖹᆒࢆ⏝࠸ࡓ 31 ್⅖ୖ್ࡢ┦㛵 ຌͲڂݜѽͮͪʰήϧϱϔϩʖϓΟϱνζʖʱηϪρχͲͺɼԎ͗ Ν͓ΖΓ͑͵ؔغͺɼ ͍ͪؔغΕ ηϪρχΆʹܩକ͢ͱ͏Ζɽͪ͗ͮ͢ͱ ηϪρχΆʹҢಊฑۋΝࢋड़ͤΗͻɼ͍Ζఖ ౕԎ͗ҡͶ͚͘͵ͮͱ͏ΖؔغӪڻΝ؉Ͳ͘Ζͳߡ͓ͪɽԎͳՅ౽ࣛॽ $ ͕Γ;Յ౽ࣛ ॽ % Ν༽͏ͱ 31 ఈΝߨͮͪ 31 ηϪρχͲҢಊฑۋɼԎͳ߶ଞࣛॽΝ༽͏ͱ 31 ఈ Νߨͮͪ 31 ηϪρχͲҢಊฑۋͺɼͨΗͩΗਦ ɼਦ ͳ͵ͮͪɽ ԎҢಊฑͳۋɼͨΗͩΗ 31 ҢಊฑͲۋ૮ ؖϒΠλϱ
(58) Νࢋड़ͪ͢ɽ۫ରదͶͺɼԎ ͳՅ౽ࣛॽ $ Ν༽͏ͱ 31 ఈΝߨͮͪ 31 ɼ ηϪρχͲҢಊฑۋ૮਼ܐؖͺ ͳ͵Εک ͏༙қ͵ෝ૮ؖΝࣖͪ͢ S
(59) ɽ࣏ͶɼԎͳՅ౽ࣛॽ % Ν༽͏ͱ 31 ఈΝߨͮͪ 31 ɼ ηϪρχͲҢಊฑۋ૮਼ܐؖͺ ͳ͵Ε༙͏کқ͵ෝ૮ؖΝࣖͪ͢ S
(60) ɽ࠹ޛͶɼԎ ͳ߶ଞࣛॽΝ༽͏ͱ 31 ఈΝߨͮͪ 31 ɼ ηϪρχͲҢಊฑۋ૮਼ܐؖͺ ͳ͵Εओ͏ ༙қ͵ෝ૮ؖΝࣖͪ͢ S
(61) ɽ. ਦ ԎͳՅ౽ࣛॽ $ɼ% Ͳ 31 ࣎ܧ ηϪρχͲҢಊฑۋ
(62). − 34 −.
(63) ਦ Ԏͳ߶ଞࣛॽͲ 31 ࣎ܧ ηϪρχͲҢಊฑۋ
(64) ㎡᭩ࡢ⛣ືᖹᆒࢆ⏝࠸ࡓẚ㍑ᑐࡍࡿ⪃ᐹ ਦ ɼਦ Γ͑Ͷήϧϓ͗ฑԿ͠Ηͪ͞ͳͶΓΕɼ ʰԎʱࣰͶԌΚͥԎ͗ҡͶ͚͘ ͵ͮͱ͏Ζͳߡ͓ΔΗΖؔغӪڻΝ؉ͤΖ͞ͳ͗ड़པͱ͕Εɼୱ९ർֳͶർ΄ͱҢಊฑۋΝ༽͏ͪർ ֳΆ͑͗ɼΓΕʰԎʱΝ࣯దͶՃͲ͘Ζͳߡ͓ΔΗΖɽ Ԏͳ֦ࣛॽͶ͕͜Ζ 31 ɼͨΗͩΗ ηϪρχͲҢಊฑۋ૮Ͳ਼ܐؖͺɼՅ౽ࣛॽ $ɼ Յ౽ࣛॽ % Ͷ͕͏ͱ͏کෝ૮͗ؖΊΔΗͪɽͯΉΕՅ౽ࣛॽ $ɼՅ౽ࣛॽ % ͺʰԎʱΝ࣯దͶՃͲ ͘ΖۅࣛॽͶ͵ͮͱ͏ΖՆΝ࠸֮ͤΖ͞ͳ͗Ͳͪ͘ɽ͞͞ͳ͖ΔɼՅ౽ࣛॽΝ༽͏Ζ͞ͳͲɼ ʰԎʱݳেΝྖద͵Ճͫ͜Ͳ͵͚ɼ͞ΗΉͲۢพ͖͗͵͖ͮͪʰԎʱͳ٠Կพ͗ߨ ͓ΖΓ͑Ͷ͵Ζ͵ʹɼ࣯దͶՃͲ͘ΖՆ͍͗ΖɽՅ౽ࣛॽ $ Ά͑͗Յ౽ࣛॽ % ΓΕɼ૮ܐؖ ਼͗͘͏ෝͶ͵ͮͱ͏Ζ͞ͳͶͱؖ͢ͺɼસͱࣖܟ൚ͶࢂՅ͢ͱ͏Ζਕ͗ɼϱνʖϋρφηϧ ϱήͶͯ͏ͱཀྵմΝ͢ͱ͏ΖΚ͜Ͳͺ͵͏Ն͗ߡ͓ΔΗΖɽͪ͗ͮ͢ͱɼࣖܟ൚ͶࢂՅ͢ͱ͏Ζਕ͗ ʹ͑ͣ״Ζ͖ͳ͏͑͞ͳͶ఼ΝͱͪɼՅ౽ࣛॽ $ Ά͑͗ΓΕʰԎʱ࣎ܧΝ࣯దͶՃͲ ͘Ζͳߡ͓ΔΗΖɽҲ๏ɼ౦ߚΝߨͮͪਕ͗ʹ͑͏ͮͪ״Ͳ౦ߚΝߨ͖ͮͪͳ͏͑͞ͳͶ఼Νͱͪ ɼՅ౽ࣛॽ % Ά͑͗ΓΕʰԎʱ࣎ܧΝ࣯దͶՃͲ͘ΖՆ͍͗Ζɽ ࡲࡵᚋࡢㄢ㢟 ຌͲڂݜͺɼࡠͪࣛ͢ॽΝ 31 ఈͶ༽͏Ζ͞ͳͲɼ ʰԎʱ࣎ܧΝ࣯దͶՃͤΖ͞ͳ͗Ͳ͘Ζ ՆΝࣖͤ͞ͳ͗Ͳͪ͘ɽ۫ରదͶͺɼਕͶΓΖՃΝخͶͪࣛ͢ॽΝ༽͏ͪ͞ͳͲɼ ʰԎʱࣰͶ Ԍͮͪۅ࣎ؔదรಊ͗Κ͖ΖΓ͑Ͷ͵ΖՆΝࣖͪ͢ɽؽփదͶࡠ͠ΗͪࣛॽΝ࢘ͮͪͳർ ֳ͢ͱ߶͏ౕͲՃͲ͘ͱ͕Εɼ״͗࿒͠ΗΏ͚ͤຌԽΝ౦ߚ͢Ώͤ͏ಙ໌߶͏ഖର͖Δୱ ޢΝபड़͢ɼ֪͵ʹΝߡྂͪ͢ͲਕͶΓͮͱՃΝߨ͑͞ͳͲɼؽփదͶۅΝ༫͓Ζघ๑ΓΕ ౕ߶͏ۅࣛॽΝࡠΖ͞ͳ͗Ͳ͘ΖՆ͍͗Ζͳߡ͓Ζɽͪ͗ͮ͢ͱɼ31 ఈͶՅ౽ࣛॽΝ༽͏ Ζ͞ͳͲɼ ʰԎʱ࣎ܧΝྖదͶՃͤΖɼعଚघ๑Ͳͺۢพ͖͗͵͖ͮͪɼ ʰԎʱͳ٠. − 35 −.
(65) Կพ͚͗Γ͑Ͷ͵Εɼ࣎ܧմੵౕ͗ͤΖՆ͍͗Ζͳߡ͓ΔΗΖɽ͖͢͢͵͗Δɼ ϱνʖϋρφηϧϱήͳߡ͓ΔΗΖୱޢۅ͜๏Ͷͱؖ͢ͺ՟ୌ͗ͮͪɽΉͪɼຌͲڂݜ ͺηϪρχॽ͘ࠒΊɼ൳ఈܙΏ॑ช͵ʹชহߑଆΝߡྂ͢ͱ͏͵͏ɽͨ͑ͪ͢ชহߑଆͶͤؖ Ζڂݜͺ͏͚͖͍ͯΖͪΌɼຌͳڂݜૌΊΚͦΖ͞ͳͲ͠ΔͶౕ͗ͤΖՆ͍͗Ζɽ͠ΔͶɼ Յ౽ࣛॽ AɼՅ౽ࣛॽ B Ν࢘ͮͱ PN Νࢋड़ͪ࣎͢ܧͶ͕͏ͱɼҡͶϋΪτΡϔ͵ఈͶ͵ͮͱ͏ Ζॶ͗ଚࡑͪ͢ɽ͞ΗͺҲਕ౦ߚं͗࿊କͲࣙқݡΝ৶͢କ͜Ζɼ͏ΚΑΖߧΔ͢ߨҟ͗ݬҾ ͳ͵ͮͱ͕Εɼ͑ͪ͢͞Ҳਕ౦ߚंқ͗ݡൕӫ͠Η͙ͤΖয়ڱଲॴࠕޛ՟ୌͲ͍ΖɽΉͪɼ ʰԎʱً͗͞Ε͑Ζഖରͺɼࣖܟ൚ଠͶ Twitter Ώϔϫή͵ʹɼ༹ʓ͵͗ߡ͓ΔΗΖɽຌڂݜ Ͳࡠͪࣛ͢ॽ͗ɼ͑ͪ͢͞ଠഖରͶ͕͏ͱ߶͏ౕͲ PN ఈ͗Ͳ͘Ζ͖ͺ໎Ͳ͍Ζɽଠഖର Ͷ͕͜ΖʰԎʱ࣎ܧմੵͶɼՅ౽ࣛॽΝ༽͏ͪ PN ఈ༙͗ްͲ͍Ζ͖ΝͤৄݗΖ͞ͳ՟ୌͲ ͍Ζɽ [ᘬ⏝࣭ཧ⪃ᩥ⊩] ీେޭٍ (2008) ϔϫήԎ. ࠦത ᡥ र, CIEC ฦॄ: ָ;ͳαϱϒϣʖνʖύϱχϔρέ , pp.68-72, ౨ښుؽָड़൝ۃ. Յ౽ࢀ࢝, ঘࢃܛඔ, ઔᚺ࢛ (2 017) ʰԎʱݳেఈྖదՃΝదͳͪ͢Ԏয়ڱࢨ਼Կͳ࣎ؔ ୱҒڂݜʂϱνʖϋρφࣖܟ൚ΝଲেͶ. ָ࣎ؔڂݜ, No.8, pp.45-62. آ༠ي, ྒྷݬฑ, ੜ༦Ҳ, ઔദ೯, ీ߃ݬ೯, ਤծদඛ (2015) CGM Ͷ͕͜ΖԎੵͳͨ Ԣ༽. ਕஎָճชࢿ, 30(1), pp.152-160. ߶ଞ, ࢚ף, Ԡଞָ (2006) ηϒϱϠυϩͶΓΖୱޢ״ۅபड़. ๅॴཀྵ, 47(2), pp.627-637. ۿຌனඛ, Ց༟ًࢢ, ీࠂ( ހ2010) յؾੵΝԢ༽ͪ͢τΫηφһেϜωϱήघ๑અͳܯՃ.. ਕஎָճસࠅճʤ 24 յʥชॄɾ1B1-1, સ 4 น. DOI: https://doi.org/10.11517/pjsai.JSAI2010.0_1B11 ঘྜྷͩΊ, ݊ףଢ, নຌ༡࣑, ཱི੶್݊, ෳౣय़Ҳ (2005) қݡபड़ͪΌՃනݳफॄ. ࣙષݶ. ॴޢཀྵ, 12(3), pp.203-222. ᖔຮ, ζΥϕΩϧϓΟΤ, ߧ࣑݊ (2013) ॑ช͕Γ;൳ఈܙΝߡྂͪ͢״ࣟεητϞրવ. ϓ. ΟζΡεητϞεϱϛζΤϞߪԍชॄ, 29, pp.774-777. Յ౽৽Ҳ࿗, ᖝઔླ (2 012) Twitter ͖ΔಚΔΗΖࣙષޢݶๅΝ༽͏ͱߨ͑ୱޢ״Յघ๑. ๅ. ॴཀྵָճڂݜๅࠄ, 2012-HCI-148, pp.1-8. নీ࣏ݢ (2006) ϋρφऀճͳॄޢ. ೖຌָޢ, 25, pp.25-35. ࠦ౽߄, છ߄ื, ੋޯҲ र (2013) λʖεϡϩϟυΡΠ έοαϝੵ; Twitterʙϔϫή ʙࣖܟ൚… ͶඁΌΔΗͪਫ਼͗ंຌͶٽΌΖͯ͜ݡ๏. ̪̙έϨΦτΡϔ ༆Ҭ, നൡ, ࠅਫ਼ཀྵࢮࢢ (1987) ϕϫϜρέηյ๑ͶΓΖ֪ࠬݗࡠͶͯ͏ͱ̠. ৼཀྵ. ָڂݜ, 58(3), pp.158-165.. − 36 −.
(66) ຍ⸨㻌 ୕ᅄ㑻 Sansiro Kato ி㒔ᕤⱁ⧄⥔ᏛᏛ㝔ᕤⱁ⛉Ꮫ◊✲⛉༤ኈᚋᮇㄢ⛬タィᕤᏛᑓᨷ㻌 ᑠᒣ㻌 ᜨ⨾㻌 Emi Koyama㻌 ி㒔ᕤⱁ⧄⥔ᏛሗᕤᏛ䞉ே㛫⛉Ꮫ⣔㻌 ᕝ㻌 ┾ྐ㻌 Atsushi Kawakita ி㒔ᕤⱁ⧄⥔Ꮫᇶ┙⛉Ꮫ⣔㻌 ݀ࡎܟఈೖʁ2019 ೧ 11 ݆ 6 ೖ. Abstract “Flaming” phenomena are increasing with the spread of self-committed media. In our previous paper, the quantitative method to evaluate time-series of “Flaming” phenomena on internet bulletin boards (BBS) was proposed. And it is suggested that “Thread” was more effective than physical time as a time unit for analyzing temporal fluctuations in the number of postings on BBS. But one of the issues with this method was the difficulty in distinguishing “Flaming” phenomena from activated discussion when postings were increased. This issue can be solved by the positive/negative discrimination of posted contents. And the polarity dictionary is used for this discrimination. However, many existing dictionaries do not reflect colloquial expressions. For this reason, these dictionaries are not suitable for discrimination of the contents posted on BBS in which such expressions are used. Therefore, in order to improve the accuracy in temporal analysis of “Flaming” phenomena, this study aimed to propose a polarity dictionary suitable for evaluation of contents posted on BBS. This proposed dictionary was created based on the human impression evaluation of 8,775 words by 20 participants to analyze colloquial expressions. In order to evaluate the accuracy of this dictionary, the “Flaming” phenomena described in our previous paper were analyzed. In this paper, flaming index was defined as quantitative evaluation scale. First, for smoothing the time-series of “Flaming”, moving average of the flaming index by 20 “Thread” was made. Next, positive/negative index (PN index) was calculated by positive/negative discrimination using this proposed dictionary and the existing dictionary. Then, the correlation between the flaming index and the PN index based on each dictionary was analyzed, and these correlation coefficients were compared. As a result, there was a strong significant correlation between PN index based on this proposed dictionary and the flaming index. On the other hand, there was a week correlation between PN index based on existing dictionary and the flaming index. From the above results, it is suggested that “Flaming” phenomena can be analyzed more accurately using this proposed dictionary.. − 37 −.
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