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累計参加者8,500名! #DataEngineeringStudy の43スライドから学ぶ、データエンジニアリングの羅針盤 / 20220224

yuzutas0
February 24, 2022

累計参加者8,500名! #DataEngineeringStudy の43スライドから学ぶ、データエンジニアリングの羅針盤 / 20220224

primeNumber主催イベント「01(zeroONE)」兼「DataEngineeringStudy番外編」の登壇資料です。掲載内容は収録時点の情報にもとづきます。
https://01.primenumber.co.jp/
https://forkwell.connpass.com/event/237704/

yuzutas0

February 24, 2022
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  1. %BUB&OHJOFFSJOH4UVEZͷεϥΠυ͔ΒֶͿ σʔλΤϯδχΞϦϯάͷཏ਑൫  ೥݄ऩ࿥ גࣜձࣾQSJNF/VNCFSʮʯ์ө༧ఆ QSFTFOUFECZ!ZV[VUBT  ྦྷܭࢀՃऀ ໊ʂ

  2.  ɹ%BUB&OHJOFFSJOH4UVEZ൪֎ฤ

  3. ର৅ ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ ՝୊ ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰ ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆ ఏڙՁ஋ ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁ

  4.  4/4Ͱެ։ࡁΈ ࡱӨ΍ϝϞ͸ෆཁͰ͢ɻϦϥοΫεͯ͠ฉ͍͍͚ͯͨͩΕ͹ͱࢥ͍·͢ɻ εϥΠυ ຕNJO ؤுͬͯ෇͍͖͍ͯͯͩ͘͞ɻԿ͔ͭͰ΋࣋ͪؼ͍͚ͬͯͨͩΕ͹ͱࢥ͍·͢ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶃ  ҰݴͰݴ͏ͱ 

    ؾָʹฉ͍ͯͶ
  5.  ຊࢿྉ͸ಛఆاۀɾ੡඼΁ͷশࢍɾ൷൑Λҙਤ͢Δ΋ͷͰ͸͋Γ·ͤΜɻ ·ͨɺ৘ใఏڙʹ͋ͨΓɺͦͷਖ਼֬ੑΛอূ͢Δ΋ͷͰ͸͋Γ·ͤΜɻ ඞͣଞͷ৘ใݯ΍Ҿ༻ݩΛ֬ೝͷ্ɺࣗ਎ͷ੹೚ʹ΋ͱ͍ͮͯ͝൑அ͍ͩ͘͞ɻ ༻ޠ΍πʔϧͷઆ໌ʹ͍ͭͯɺࣗ͝਎΍ॴଐνʔϜͰͷཧղɾղऍ͕ ঺հ಺༰ͱҟͳΔ৔߹͸దٓಡΈସ͍͚͑ͯͨͩΔͱ޾͍Ͱ͢ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶄ  ҰݴͰݴ͏ͱ 

    έν͚ͭͳ͍ͰͶ
  6.  ຊࢿྉͷར༻ʹΑΓൃੜ͍͔ͨ͠ͳΔଛ֐ʹରͯ͠΋ ࢿྉ࡞੒ऀ͸ͦͷ੹೚Λෛ͍͔Ͷ·͢ɻ ຊࢿྉʹهࡌ͞Ε͍ͯΔձ໊ࣾɾ੡඼໊ͳͲ͸ɺ Ұൠʹ֤ࣾͷొ࿥঎ඪ·ͨ͸঎ඪɺ঎඼໊Ͱ͢ɻ ࢿྉ಺Ͱ͸˜ š äϚʔΫͳͲ͸ද͍ࣔͯ͠·ͤΜɻ !ZV[VUBTͷஶ࡞෺ͷݖརʹ͍ͭͯ͸ IUUQTZV[VUBTIBUFOBCMPHDPNFOUSZDPQZSJHIUʹ४ڌ͠·͢ɻ

    ຊࢿྉΛࢀߟʹͨ͠৔߹͸ɺඞͣͦͷࢫΛ໌ه͍ͯͩ͘͠͞ɻ ɹ໔੹ɾ஫ҙࣄ߲ᶅ  ҰݴͰݴ͏ͱ  ͓ޓ͍ʹ๏཯ΛकΖ͏ͥ
  7.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  8. ࣗݾ঺հ ˞ऩ࿥࣌఺ͷ಺༰ͱͳΓ·͢ 

  9.  ɹొஃऀ4IP:PLPZBNB ίϛϡχςΟ ɾ%BUB&OHJOFFSJOH4UVEZʙϞσϨʔλʔ ɾ%FWFMPQFST4VNNJU ίϯςϯπҕһ ొஃ ɾ1Z$PO+1ʹͯϕεττʔΫΞϫʔυ༏ल৆ ɾ%FWFMPQFST4VNNJU4VNNFSʹͯΞϯέʔτຬ଍౓Ґ ɾ(PPHMF$MPVE%BZ%JHJUBM

    ࿈ࡌ ɾ*5NFEJB։ൃݱ৔ʹlσʔλจԽzΛਁಁͤ͞Δʮσʔλج൫ʯେղ๤ ɾ1SPEVDU;JOFϓϩμΫτϚωʔδϟʔ΁ͷస਎ʹඞཁͳϚΠϯυηοτ  ܝࡌ ɾ೔ܦ࢈ۀ৽ฉ໘ ೥݄೔  ɾ'PSCFT+BQBO೥݄߸
  10. ϑΥϩʔΑΖ͓͘͠Ͷ͕͍͠·͢ʂ  ɹ4/4!ZV[VUBT

  11.  ɹσʔλج൫Λ࣌ؒͰߏங

  12.  ɹ೔ຊʹ͓͚Δ%BUB0QTͷୈҰਓऀ

  13.  ɹग़൛ॻ੶

  14.  ɹגࣜձࣾ෩Ի԰ ͔͟Ͷ΍ σʔλϚωδϝϯτˍσʔλΤϯδχΞϦϯάʹಛԽͨ͠αʔϏεΛఏڙ ٕज़ސ໰ डୗ։ൃ اۀݚम

  15.  ɹԶͷߟ͑ͨ࠷ڧͷडୗձࣾ

  16.  ɹ஥ؒΛืू͍ͯ͠·͢ %BUB"OBMZUJDT&OHJOFFS%BUB"OBMZUJDT$POTVMUBOU ओͳۀ຿ ɾσʔλύΠϓϥΠϯͷاըɺߏஙɺӡ༻ ɾϞχλϦϯά׆༻ʹΑΔۀ຿վળࢧԉ ಇ͖ํ ɾि೔ʙ0,ɺϑϧϦϞʔτ0,ɺ෭ۀͰͷࢀՃ0, ɾՔಇͷΛεΩϧ޲্044׆ಈهࣄࣥචʹ౤ࢿ ɾΠϕϯτొஃ΍ॻ੶ࣥචͷػձΛఏڙ

    ɾ߽՚ΞυόΠβʔਞʹΑΔϨϏϡʔମ੍༗ બߟ՝୊ʮ,%&$ʯ΁ͷ௅ઓΛͥͻ͝ݕ౼͍ͩ͘͞ IUUQTLB[BOFZBDPNLEFD
  17.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  18. ෯޿͍σʔλ׆༻ࢪࡦ γεςϜͰ࣮ݱ͍ͨ͜͠ͱ 

  19. ൢച਺ɺొ࿥਺ɺར༻཰ɺ޿ࠂඅɺ঎ஊ਺ɺ໰͍߹Θͤ਺ɺϨεϙϯελΠϜFUDʜ  ɹࢦඪͷϞχλϦϯά %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ ຖேͷച্4MBDL௨஌ ༧ࢉ؅ཧγʔτ άϥϑɾμογϡϘʔυ

  20. ओཁಋઢʹ͓͚ΔભҠɾ཭୤ͷՄࢹԽ  ɹϢʔβʔͷར༻ঢ়گ ߦಈϑΝωϧ ભҠ཰ δϟʔχʔϚοϓ ֤ભҠͷભҠ཰ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ

  21.  ɹސ٬ηά ϝϯτͷՄࢹԽ ೥ͷϒϩάهࣄΑΓ શମηά ϝϯτผ ηά ϝϯτO YYYYYYYY YYYYYYYY

    YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY YYYYYYYY "૚ ϩΠϠϧސ٬ ϩΠϠϧ૿Ճ ϩΠϠϧ཭୤ ط஌ ύλʔϯ ɾYYYͩͬͨ ɾYYYͩͬͨ ɾYYYͩͬͨ ɾYYYͩͬͨ ৽ن ύλʔϯ ɾ͓ͦΒ͘YYY ɾ͓ͦΒ͘YYY ɾ͓ͦΒ͘YYY ɾ͓ͦΒ͘YYY ཁ Ҽ ᶃશମͷ਺஋ˠᶄ੾ΓޱʹΑΔυϦϧμ΢ϯˠᶅ/ʢ۩ମతͳਓʣͱॱΛ௥ͬͯਂງΓɺ՝୊Λಛఆ
  22.  ɹࢪࡦͷޮՌଌఆ ৽ػೳͷར༻཰ "#ςετ݁Ռ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ

  23. ྫɿεΫϥϜνʔϜͷϕϩγςΟɺΧελϚʔαϙʔτͷॲཧ݅਺  ɹΩϟύγςΟܭଌ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ ϕϩγςΟ νέοτফԽͷৄࡉ

  24.  ɹ܏޲෼ੳ ໰͍߹Θͤ಺༰ͷภΓɺചΕߦ͖ͷྑ͍δϟϯϧͱѱ͍δϟϯϧ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ ໰͍߹Θͤͷৄࡉ ໰͍߹Θͤͷ܏޲

  25.  ɹର৅ऀͷநग़ ྫɿΫʔϙϯ഑෍ͷର৅ސ٬ɺো֐ൃੜ࣌ͷӨڹௐࠪ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ ର৅ͷநग़ϩδοΫݕ౼ நग़ίʔυ

  26.  ɹࣾ಺ڞ༗ɾҾ͖ܧ͗ ਓࡐѺટࣄۀͷཤྺνΣοΫࣗಈԽ ɾաڈͷίϛϡχέʔγϣϯΛ֬ೝ͢Δ͜ͱͰɺީิऀଧ਍લʹΞϯϚονΛ๷͙ ɾࣾ಺ʹࢄࡏ͍ͯ͠ΔਓࡐσʔλΛ౷߹͠ɺϘλϯͭͰݕࡧͰ͖ΔΑ͏ʹγεςϜԽ ɾ୲౰ऀͷࣗॿ౒ྗʹґଘ͍ͯͨ͠ˠγεςϜԽʹΑͬͯ҆ఆ඼࣭Λ࣮ݱՄೳʹ͢Δ ೥ͷϒϩάهࣄΑΓ

  27. ྫɿਓࣄϚελΛۀ຿πʔϧʹ࿈ܞ͢Δ͜ͱͰ ΞΧ΢ϯτ؅ཧ΍෦ॺ͝ͱͷݖݶ෇༩ΛࣗಈԽ͢Δ  ɹۀ຿πʔϧ΁ͷ৘ใొ࿥ %9ηϛφʔࢿྉΑΓ σʔλ౷߹ ɾۀ຿վֵ ɾγεςϜ։ൃ ɾπʔϧಋೖ ސ٬Ϛελ

    ঎඼Ϛελ ਓࣄϚελ ӦۀΛ%9 ੡଄Λ%9 ௐୡΛ%9 ܦཧΛ%9 ๏຿Λ%9 ൢଅΛ%9 ձٞΛ%9
  28. ྨࣅ঎඼΍ίϯςϯπͷ঺հɺϓογϡ௨஌΍ϝʔϧͰͷ঎඼঺հɺ $53Λ࠷େԽ͢Δݕࡧ݁ՌͷදࣔॱɺϚονϯάͷظ଴஋͕ߴ͍ਓࡐ΍͓૬खͷ঺հ  ɹϨίϝϯυ IUUQJNBHFJUNFEJBDPKQMJNBJUBSUJDMFTM@OFXT@KQH 508/803,J04ΞϓϦ ɺը໘อଘ

  29.  ա৒ΞΫηε΍໎࿭౤ߘΛ֤ϑΣʔζͰݕ஌  ҧ൓ީิऀͷϦετΛ࡞੒  ΦϖϨʔλʔ͕໨ࢹνΣοΫ  ɹ໎࿭ߦҝͷݕ஌ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ ҟৗݕ஌

    શମ૾
  30. ɾϥδΦہͷ൪૊ΛϙουΩϟετʹ഑৴ ɾΠϯλʔωοτΛ௨ͯ͠ੈքத΁ͱର৅ϦεφʔΛ֦େ Ի੠޿ࠂʹΑΔऩӹԽ ɾ஍Ҭผ࣌ؒଳผͷ࠶ੜঢ়گΛϞχλϦϯά͠ɺσʔλۦಈͷ൪૊اըΛ࣮ݱ  ɹίϯςϯπ੍࡞ͷଅਐ ೥ͷϒϩάهࣄΑΓ IUUQTQJUQBKQTUVEJP

  31. 30"4Λ࠷େԽͰ͖ΔΑ͏ʹ ഔମ ΫϦΤΠςΟϒ ΞϩέʔγϣϯΛௐ੔  ɹ޿ࠂ഑৴ͷ࠷దԽ %FWFMPQFST4VNNJU4VNNFSࢿྉΑΓ Ϩϙʔτ ഔମ ॲཧͷྲྀΕ

  32.  ɹैྔ՝ۚͷ࣮ݱ ܖ໿݅਺Ͱ͸ͳ͘-57ʹԠͯ͡ӦۀελοϑʹΠϯηϯςΟϒΛ෇༩ ैྔ՝ۚɺϨϕχϡʔγΣΞɺμΠφϛοΫϓϥΠγϯάͷ࣮ݱ (PPHMF$MPVE%BZ`ࢿྉΑΓ

  33.  ɹϓϥΠγϯάͷదਖ਼Խ IUUQTQSUJNFTKQNBJOIUNMSEQIUNM رগͳΫϥγοΫΧʔͷߪೖر๬ऀʹաڈͷՁ֨Λఏڙ ϑϦʔϥϯεґཔ࣌ʹՁ͕֨௿͗͢ͳ͍͔νΣοΫ IUUQTJOGPMBODFSTKQ

  34. σʔλఏڙ΍ΠϯϑΥάϥϑΟοΫʹΑΔࢢ৔΁ͷϝοηʔδ  ɹχϡʔεϨλʔ 135*.&4ΑΓ IUUQTQJUQBKQBOOJWFSTBSZIBMG ೥

  35.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  36. σʔλΤϯδχΞϦϯάͷ ॏཁੑ 

  37. ɾࣾ಺֎ͷσʔλΛऩू͠ɺ࢖͍΍͍͢ܗࣜ৔ॴΛఏڙ͢Δ ɾ֤෦໳ͷσʔλ׆༻ࢪࡦΛυϥΠϒͤ͞Δ  ɹσʔλ׆༻Λࢧ͑ΔγεςϜ σʔλ׆༻ج൫

  38. ࠓ͙͢ʹࡢ೔ͷച্Λݴ͑·͔͢ʁ ࡢ೔ʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ ೥લʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ िલʹൺ΂ͯ૿͍͑ͯ·͔͢ʁݮ͍ͬͯ·͔͢ʁ ಛʹͲͷ ސ٬૚c঎඼ΧςΰϦcྲྀೖܦ࿏ ͷച্͕มԽ͍ͯ͠·͔͢ʁ  ͓٬༷ͷ͏ͪԿ໊͕ࠓ݄΋Ϧϐʔτ͍ͯ͠·͔͢ʁ Կਓ͕཭୤͠·͔ͨ͠ʁ

    ܧଓɾ཭୤ͷ܏޲͸ઌ݄ͱಉ͡Ͱ͔͢ʁڈ೥ͱಉ͡Ͱ͔͢ʁ  ɹσʔλΛ࢖͍͑ͯ·͔͢ʁ
  39. &YDFMͰσʔλ෼ੳΛ͸͡ΊΑ͏ʂͰ͸ෆे෼  ɾ౎߹Αֵ͘৽తͳΠϯαΠτ͕ݟ͔ͭΔ͜ͱ͸໓ଟʹͳ͍ ɾϫϯϚϯܦӦऀ΍τοϓηʔϧεͷ,,%ʢצͱܦݧͱ౓ڳʣͷ΄͏͕ ɹ୹ظతͳརӹʹߩݙ͠΍͍͢ σʔλΛͲ͔͜ΒूΊΔͷʁ &YDFMͰ෼ੳ͢ΔͨΊͷσʔλΛɺ୭͔͕Ͳ͔͔͜Β࣋ͬͯ͘Δඞཁ͕͋Δ σʔλΛͲ͏΍ͬͯ࢖͏ͷʁ γεςϜԽ͠ͳ͚Ε͹ຖ೔ϞχλϦϯάͰ͖ͳ͍ 

    ɹγεςϜԽͷඞཁੑ
  40. σʔλ׆༻΍%9͕஫໨͞Ε͍ͯΔ͕ ࣮ࡍʹϓϩδΣΫτΛਐΊΔͱσʔλ੔උͷ՝୊͕࣍ʑͱු্͢Δ  ɹσʔλͱγεςϜʹ·ͭΘΔ՝୊ ඞཁͳσʔλ͕ ೖྗ͞Ε͍ͯͳ͍ ༻్Λ ࣮ݱͰ͖Δ΄Ͳ σʔλ඼࣭͕ ߴ͘ͳ͍

    ۩ମతʹ ͲͷΑ͏ʹσʔλΛ ࿈ܞ͢Δͷ͔ ෼͔Βͳ͍
  41.  ɹσʔλج൫ਓࡐ΁ͷ஫໨ धཁ l z ฏۉ೥ऩͷߴ͍৬छ͸…(தུ)… ʮData Warehouse ArchitectʯͰ 15ສ4800υϧʢ1702ສ8000ԁʣ

    ITۀքͰฏۉ೥ऩͷߴ͍৬छ͸ιϑτ΢ΣΞΤϯδχΞ ϦϯάϚωʔδϟɺσʔλ΢ΣΞϋ΢εΞʔΩςΫτɺ ιϑτ΢ΣΞ։ൃϚωʔδϟͳͲɻถGlassdoor https://www.publickey1.jp/blog/18/itglassdoor.html
  42.  ɹσʔλج൫ਓࡐ΁ͷ஫໨ ڙڅ IUUQCIBUFOBOFKQFOUSZZV[VUBTIBUFOBCMPHDPNFOUSZ

  43.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  44. %BUB&OHJOFFSJOH4UVEZͱ͸ 

  45.  ɹ%BUB&OHJOFFSJOH4UVEZ

  46. ೔ຊ࠷େڃͷσʔλΤϯδχΞϦϯάษڧձ ɾ։࠵਺ճ ೥݄ʹୈճ໨Λ༧ఆ  ɾొஃ਺ຊ ɾྦྷܭࢀՃऀ ໊  ɹ%BUB&OHJOFFSJOH4UVEZͱ͸

  47.  ɹ%BUB&OHJOFFSJOH4UVEZͷҙٛ IUUQTNPCJMFUXJUUFSDPNZV[VUBTTUBUVT

  48. ୈճϞμϯͳ%8)#*πʔϧͷબͼํͱɺ࣮ࡍͷӡ༻ࣄྫ ୈճσʔλऩूج൫ͱσʔλ੔උͷ͜Ε·Ͱͱ͜Ε͔Β ୈճ෼ੳج൫Λ͏·͘૊৫ʹਁಁͤ͞Δํ๏ ୈճσʔλ෼ੳج൫ͷো֐ରԠࣄྫ-5ࡇΓ ୈճӟͷ4OPXqBLF%FFQ%JWFࠃ಺ࣄྫɾଞ%8)ͱͷൺֱ ୈճվΊֶͯͿɺ#JH2VFSZపఈೖ໳ ୈճ3FETIJGU࠷৽Ξοϓσʔτͱ׆༻ࣄྫ ୈճ#*πʔϧಛूʵ044ɾ঎༻ͷ্ख͍࢖͍෼͚ ୈճاۀن໛ผσʔλΤϯδχΞ૊৫ͷ࡞Γํ ୈճԦಓ#*πʔϧಛू5BCMFBV1PXFS#*(PPHMFσʔλϙʔλϧ

    ୈճࣾͷσʔλΤϯδχΞ͕ৼΓฦΔ ୈճΤϯδχΞͷͨΊͷʮσʔλՄࢹԽʯೖ໳ ୈճ&-5ɾσʔλϞσϦϯά ݄։࠵༧ఆ  ɹ%BUB&OHJOFFSJOH4UVEZͷίϯςϯπ
  49. ɾͲΕ΋ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹඞཁͳ࿩ ɾશͯΛಡΈࠐΊ͹࠷ڧͷσʔλΤϯδχΞʹͳΕΔʁ ɾܰ͘ྲྀ͠ಡΈ͢Δ͚ͩͰ΋ʮཏ਑൫ʯʹͳΔ͸ͣ  ɹଟछଟ༷ͳςʔϚͷTMJEFT

  50.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά

  51.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  52.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ ୈճ

  53.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ ୈճ ୈճ

  54.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈճ ୈճ ୈճ

  55.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ

    ୈճ ୈճ
  56.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ

    ୈճ ୈճ ୈճ
  57.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ ୈ  ճ ୈճ

    ୈճ ୈճ ୈճ ୈճ
  58.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ ճ ୈ  ճ ୈ 

    ճ ୈճ ୈճ ୈճ ୈճ ୈճ
  59. ର৅ ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ ՝୊ ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰ ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆ ఏڙՁ஋ ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁʢ࠶ܝʣ

  60.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  61. σʔλΞʔΩςΫνϟͷ શମ૾ 

  62.  ɹσʔλΞʔΩςΫνϟ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  63. σʔλΞʔΩςΫνϟ σʔλͷྲྀΕ ͷશମ૾ʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WI':/VV"BJ5H

  64. %BUB1MBUGPSN(VJEFࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT ୅දతͳςΫϊϩδʔͷ঺հ  ɹCZ!ZV[VUBT

  65. %BUB1MBUGPSN(VJEFࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT &5-πʔϧɿσʔλసૹΛ࣮ݱ  ɹCZ!ZV[VUBT

  66. %BUB1MBUGPSN(VJEFࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT  ɹCZ!ZV[VUBT %8)੡඼ɿେن໛σʔλͷॲཧΛ࣮ݱ

  67. %BUB1MBUGPSN(VJEFࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT  ɹCZ!ZV[VUBT ϫʔΫϑϩʔΤϯδϯɿॲཧͷྲྀΕΛ؅ཧ

  68. %BUB1MBUGPSN(VJEFࣄۀΛ੒௕ͤ͞Δσʔλج൫Λ࡞Δʹ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT #*πʔϧɿσʔλΛՄࢹԽ  ɹCZ!ZV[VUBT

  69. ;0;0508/ͷࣄۀΛࢧ͑Δ#JH2VFSZͷ࿩ IUUQTTQFBLFSEFDLDPNTIJP[BLJCJHRVFSZCFIJOE[P[PUPXO ;0;0508/ͷߏ੒ྫɿEJHEBH &NCVML #JH2VFSZ -PPLFS1PXFS#*  ɹCZ!TIJP[BLJ

  70. GSFFFͷσʔλج൫ʹ͓͚Δ%8)#*ͷӡ༻ࣄྫ঺հ IUUQTTQFBLFSEFDLDPNZVTVLFOCJGBMTFZVOZPOHTIJMJTIBPKJF GSFFFͷߏ੒ྫɿEJHEBH (MVF"84#BUDIଞ 3FETIJGU SFEBTI  ɹCZ!ZVTVLFO@Y$

  71.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  72. σʔλΛूΊΔ 

  73.  ɹσʔλΛूΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  74. σʔλऩूɾ੔උʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WF&IX#*N$,,D

  75. ࣄۀʹߩݙ͢Δσʔλج൫Λ࡞Ζ͏ɾߟ͑ํฤ IUUQTTQFBLFSEFDLDPNTIJOVEBUBFOHJOFFSJOHTUVEZ  ɹCZ!EBUB@BOBMZTU@ ʮσʔλऩूʯ͸σʔλ෼ੳͷͭͷϑΣʔζ

  76. σʔλऩूͷجຊͱʮ+BQBO5BYJʯΞϓϦʹ͓͚Δ࣮ફྫ IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ σʔλʹΑͬͯऩूํ๏͕ҟͳΔ  ɹCZ!GFUBSP

  77. σʔλऩूͷجຊͱʮ+BQBO5BYJʯΞϓϦʹ͓͚Δ࣮ફྫ IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ ୅දྫɿϑΝΠϧऩूɺ%#͔Βͷऩू  ɹCZ!GFUBSP

  78. ʮ*P5σόΠεσʔλऩूͷ೉͍͠఺ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFJPU  ɹCZ!GFUBSP *P5σόΠεͷσʔλऩू͸खڧ͍

  79. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNTZVDSFBNCBUVUJUPTVUPSJNJOHVTPSF[PSFGBMTF[IBOHIBJOJMJUJYJBOHLBV σʔλऩूΛόονͰߦ͏ํ๏ɺετϦʔϛϯάͰߦ͏ํ๏  ɹCZ!TZV@DSFBN

  80. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNTZVDSFBNCBUVUJUPTVUPSJNJOHVTPSF[PSFGBMTF[IBOHIBJOJMJUJYJBOHLBV όονʹΑΔσʔλऩूͷϋϚΓͲ͜Ζ  ɹCZ!TZV@DSFBN

  81. ʮόονͱετϦʔϛϯάɺͦΕͧΕͷো֐ʹཱͪ޲͔͏ʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNTZVDSFBNCBUVUJUPTVUPSJNJOHVTPSF[PSFGBMTF[IBOHIBJOJMJUJYJBOHLBV ετϦʔϛϯάʹΑΔσʔλऩूͷϋϚΓͲ͜Ζ  ɹCZ!TZV@DSFBN

  82. ʮো֐ɺղܾɺͦͷઌʹʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTEPDTHPPHMFDPNQSFTFOUBUJPOE5@8#6;3#36$543)BJJ3#"ST,WJG1[-38MO-:FEJU σʔλྔͷ૿Ճʹ൐ͬͯΠϯϑϥΛεέʔϧͤ͞Δ͜ͱ͕ඞཁ  ɹCZ!TJTUB

  83. ʮσʔλج൫඼࣭޲্ͷͨΊͷҰ೥ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO σʔλͷ඼࣭Λఆٛͯ͠ɺ஗ԆΛࣗಈݕ஌͢Δ࢓૊ΈΛ࡞Δ  ɹCZ!UWUH@

  84. ʮਖ਼֬ͳҙࢥܾఆΛ્Ή໰୊ɾো֐ͱͷ޲͖߹͍ํʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTXXXTMJEFTIBSFOFUTZPVTT σʔλ͕ॏෳ͍ͯ͠ͳ͍͔FUDʜσʔλ಺༰Λࣗಈݕ஌͢Δ࢓૊ΈΛ࡞Δ  ɹCZ!TZPV

  85. ʮσʔλ෼ੳج൫ͷো֐Λະવʹ๷͙ͨΊͷνΣοΫϦετʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNUBOBLBSJBODIFDLMJTUGPSQSFWFOUJOHJODJEFOUTPGEBUBNBOBHFNFOUTZTUFN ϦτϥΠͰႈ౳ੑΛ୲อ͢ΔɺσϓϩΠ࣌ʹܽଛΛ๷͙  ɹCZ!@TPUBSPO@

  86. ϝϧΧϦʹ͓͚Δ෼ੳ؀ڥ੔උͷऔΓ૊Έ IUUQTTQFBLFSEFDLDPN@@IJ[B@@NFSVLBSJOJPLFSVGFOYJIVBOKJOH[IFOHCFJGBMTFRVSJ[VNJ γεςϜͷΞοϓσʔτʹ൐ͬͯɺݹ͍ج൫γεςϜ΍σʔλΛഇࢭ͢Δ  ɹCZ!@@IJ[B@@

  87. ϝϧΧϦʹ͓͚Δ෼ੳ؀ڥ੔උͷऔΓ૊Έ IUUQTTQFBLFSEFDLDPN@@IJ[B@@NFSVLBSJOJPLFSVGFOYJIVBOKJOH[IFOHCFJGBMTFRVSJ[VNJ ݹ͍γεςϜ΍σʔλΛࢀর͍ͯ͠Δ,1*ɾར༻ऀΛνΣοΫ  ɹCZ!@@IJ[B@@

  88. ʮϨΨγʔԽͨ͠EBUBQJQFMJOFͷഇࢭʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPN@@IJ[B@@SFHBTJIVBTJUBEBUBQJQFMJOFGBMTFGFJ[IJ ݹ͍σʔλͷར༻ऀ͕ݮ͍ͬͯ͘͜ͱΛϞχλϦϯάͯ͠1%$"Λճ͢  ɹCZ!@@IJ[B@@

  89.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  90. σʔλΛஷΊΔ 

  91.  ɹσʔλΛஷΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ

  92. 4OPXqBLFʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W@L:8&OF6V

  93. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP %8)ͷٕज़બఆ  ɹCZUBNBJ

  94. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP 4OPXqBLFͷັྗ  ɹCZUBNBJ

  95. %8)ޚࡾՈͷ֤ಛ௃ͱબͼํʙ4OPXqBLFͱ#JH2VFSZͱ3FETIJGUͱʙ IUUQTTQFBLFSEFDLDPNDNUBNBJEXIZVTBOKJBGBMTFHFUF[IFOHUPYVBOCJGBOHTOPXqBLFUPCJHRVFSZUPSFETIJGUUP %8)͝ͱʹίετͷߟ͑ํ͕ҟͳΔ  ɹCZUBNBJ

  96. 4OPXqBLFͷΞʔΩςΫνϟ͕Ͳ͏ʮے͕͍͍ʯͷ͔Λղઆ͢Δ IUUQTTQFBLFSEFDLDPNJOEJHPMPWFEBUBFOHJOFFSJOHTUVEZOVNCFS 4OPXqBLF͸ಛఆͷΠϯϑϥʹґଘͤͣ ɺ૯߹తͳσʔλ׆༻Λࢧԉ͢Δ  ɹCZ:PTIJ.BUTV[BLJ

  97. 4OPXqBLFͷΞʔΩςΫνϟ͕Ͳ͏ʮے͕͍͍ʯͷ͔Λղઆ͢Δ IUUQTTQFBLFSEFDLDPNJOEJHPMPWFEBUBFOHJOFFSJOHTUVEZOVNCFS 4OPXqBLFͰ͸σʔλͷ࣮ମ͸খ͞ͳϑΝΠϧʹ෼ׂ͞Ε͍ͯΔ  ɹCZ:PTIJ.BUTV[BLJ

  98. 4OPXqBLFͷΞʔΩςΫνϟ͕Ͳ͏ʮے͕͍͍ʯͷ͔Λղઆ͢Δ IUUQTTQFBLFSEFDLDPNJOEJHPMPWFEBUBFOHJOFFSJOHTUVEZOVNCFS σʔλͷ࣮ମͱूܭॲཧ͕ૄ݁߹ʹ࡞ΒΕ͓ͯΓɺϑϨΩγϒϧʹಈ࡞͢Δ  ɹCZ:PTIJ.BUTV[BLJ

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  100. σΠϦʔϨίʔυ਺ԯ௒͑ʂେن໛ήʔϜαʔϏεʹ4OPXqBLFΛಋೖ͓ͨ͠࿩ IUUQTTQFBLFSEFDLDPNFMGFVJMMFEFJSJSFLPEPTIVZJDIBPFEBHVJNPHFNVTBCJTVOJTOPXqBLFXPEBPSVTJUBPIVB $PMPSGVM1BMFUUFͷ4OPXqBLF׆༻ྫɿσʔλूܭ΍ࣗಈԽ͕շదʹߦ͑Δ  ɹCZ!&MGFVJMMF!)BSV@@@@@4QSJOH

  101. σΠϦʔϨίʔυ਺ԯ௒͑ʂେن໛ήʔϜαʔϏεʹ4OPXqBLFΛಋೖ͓ͨ͠࿩ IUUQTTQFBLFSEFDLDPNFMGFVJMMFEFJSJSFLPEPTIVZJDIBPFEBHVJNPHFNVTBCJTVOJTOPXqBLFXPEBPSVTJUBPIVB $PMPSGVM1BMFUUFͷ4OPXqBLF׆༻ྫɿ΢ΣΞϋ΢ε΍ϩʔϧͷ෼ׂΛ޻෉  ɹCZ!&MGFVJMMF!)BSV@@@@@4QSJOH

  102. "NB[PO3FETIJGUʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WKU@I8//

  103. "NB[PO3FETIJGUͷਐԽͷྺ࢙ͱ͜Ε͔Β IUUQTTQFBLFSEFDLDPNKP[POPSFETIJGUFWPMVUJPO "NB[PO3FETIJGU͸ར༻ऀͷҙݟΛ൓ө͠ͳ͕ΒਐԽ  ɹCZ!KPTUBOEBSE

  104. "NB[PO3FETIJGUͷਐԽͷྺ࢙ͱ͜Ε͔Β IUUQTTQFBLFSEFDLDPNKP[POPSFETIJGUFWPMVUJPO 42-ʹΑΔػցֶशͷ࣮ݱ  ɹCZ!KPTUBOEBSE

  105. "NB[PO3FETIJGUͷਐԽͷྺ࢙ͱ͜Ε͔Β IUUQTTQFBLFSEFDLDPNKP[POPSFETIJGUFWPMVUJPO 3FETIJGUͷσʔλˠଞͷ"84αʔϏεʹ42-Ͱ࿈ܞՄೳ  ɹCZ!KPTUBOEBSE

  106. ࣮ԋ"NB[PO3FETIJGU࠷৽ػೳ IUUQTTQFBLFSEFDLDPNEBJTVLFIJSBNBTIJZBOBNB[POSFETIJGU[VJYJOKJOFOH ଞͷ"84αʔϏεͷσʔλˠ3FETIJGUʹ42-Ͱ࿈ܞՄೳ  ɹCZ%BJTVLF)JSBNB

  107. ࣮ԋ"NB[PO3FETIJGU࠷৽ػೳ IUUQTTQFBLFSEFDLDPNEBJTVLFIJSBNBTIJZBOBNB[POSFETIJGU[VJYJOKJOFOH େن໛σʔλॲཧ࣌ʹ͸ࣗಈͰεέʔϧ  ɹCZ%BJTVLF)JSBNB

  108. ͳͥΫοΫύου͸3FETIJGUΛσʔλج൫ʹબͼଓ͚Δͷ͔ IUUQTTQFBLFSEFDLDPNBBNJOFXIZDPPLQBEJTDIPPTJOHSFETIJGUBTPVSEBUBQMBUGPSN ΫοΫύουͷߏ੒ྫɿ3FETIJGUΛۦ࢖ͨ͠σʔλ׆༻ࢪࡦ  ɹCZ.JOFSP"PLJ

  109. ͳͥΫοΫύου͸3FETIJGUΛσʔλج൫ʹબͼଓ͚Δͷ͔ IUUQTTQFBLFSEFDLDPNBBNJOFXIZDPPLQBEJTDIPPTJOHSFETIJGUBTPVSEBUBQMBUGPSN ΫοΫύου͕3FETIJGUΛબͿཧ༝  ɹCZ.JOFSP"PLJ

  110. #JH2VFSZʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WXMEHW%3*":

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  112.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  113. σʔλΛՃ޻͢Δ 

  114.  ɹσʔλΛՃ޻͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  115. &-5ɾσʔλϞσϦϯάπʔϧʹ͍ͭͯ  ɹୈճ ݄ʹ։࠵༧ఆ IUUQTGPSLXFMMDPOOQBTTDPNFWFOU

  116.  ɹ&-5ɾσʔλϞσϦϯάͷҐஔ෇͚ EBUBXBSFIPVTF૚ EBUBNBSU૚ EBUBMBLF૚ ݩσʔλͷ ίϐʔ ݩσʔλͷ ίϐʔ ݩσʔλͷ

    ίϐʔ ΫϨϯδϯά ඪ४Խ౷߹ ΫϨϯδϯά ඪ४Խ౷߹ ΫϨϯδϯά ඪ४Խ౷߹ σ Οϝϯγϣφϧ ϞσϦϯά GBDUEJNFOTJPO ڞ௨ࢦඪ NFBTVSF ڞ௨ࢦඪ NFBTVSF ༻్ผσʔλ ༻్ผσʔλ ༻్ผσʔλ σʔλιʔε σʔλιʔε σʔλιʔε Ϣʔεέʔε σ Οϝϯγϣφϧ ϞσϦϯά GBDUEJNFOTJPO ݩσʔλͷ ίϐʔ σʔλιʔε ݩσʔλͷ ίϐʔ ΫϨϯδϯά ඪ४Խ౷߹ σʔλιʔε ༻్ผσʔλ ༻్ผσʔλ Ϣʔεέʔε Ϣʔεέʔε Ϣʔεέʔε Ϣʔεέʔε ($4 #JH2VFSZ %#-PH USPDDP ECU -PPLFS #*$3.4QSFBETIFFU USPDDP-PPLFS ઃܭॱᶄ%BUB0XOFSͷҙࢥ͕൓ө͞ΕΔ ઃܭॱᶃ%BUB6TFSͷҙࢥ͕൓ө͞ΕΔ ઃܭॱᶅ%BUB4UFXBSEͷҙࢥ͕൓ө͞ΕΔ ର ର ର ର ର ର ର ର ର ର IUUQTTQFBLFSEFDLDPNZV[VUBTΑΓ
  117. ʮECUΛ׆༻ͨ͠σʔλج൫ͷ࿦ཧɾ෺ཧઃܭͷݱࡏ஍ͱৼΓฦΓʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNUBOBLBSJBOEBUBXBSFIPVTFMPHJDEFTJHOCZVTJOHECU 6CJFͷߏ੒ྫɿECUΛར༻ͯ͠ϞσϦϯά  ɹCZ!@TPUBSPO@

  118. ʮECUΛ׆༻ͨ͠σʔλج൫ͷ࿦ཧɾ෺ཧઃܭͷݱࡏ஍ͱৼΓฦΓʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNUBOBLBSJBOEBUBXBSFIPVTFMPHJDEFTJHOCZVTJOHECU 6CJFͷߏ੒ྫɿ#JH2VFSZʹWJFXUBCMFͱͯ͠อଘ  ɹCZ!@TPUBSPO@

  119. ϑΝΫτ ཤྺ ͱ σΟϝϯγϣϯ ଐੑ Λ ૊Έ߹Θͤͯूܭ͠΍͍͢ܗʹ σʔλΛઃܭ͢Δ͜ͱ  ɹख๏ྫɿσΟϝϯγϣφϧϞσϦϯά

    ʰ࣮ફతσʔλج൫΁ͷॲํᝦʙϏδωεՁ஋૑ग़ͷͨΊͷσʔλɾγεςϜɾώτͷϊ΢ϋ΢ʱΑΓ
  120. 'BDFCPPLͷ޿ࠂσʔλͱ.Z42-ͷࣄۀσʔλΛ#JH2VFSZʹ౷߹ͯ͠ɺ αΠτొ࿥ޙ·ͰؚΊͨ޿ࠂͷ౤ࢿޮ཰Λूܭͨ͠ޙɺ5BCMFBVͰՄࢹԽ͢Δαϯϓϧ  ɹπʔϧྫɿUSPDDPʹΑΔ&-5ͷ࣮ݱ IUUQTCMPHUSPDDPJPUSJBMZV[VUBTUSPDDPSFWJFXΑΓ

  121.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

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  122. σʔλΛՄࢹԽ͢Δ 

  123.  ɹσʔλΛՄࢹԽ͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ  ճ

  124. #*πʔϧʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W36U$9NK5:C.

  125. #*πʔϧେશ΋͏#*πʔϧͰ໎Θͳ͍ʮ௒Χλϩάʯ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBCJUVSVEBRVBONPVCJUVSVEFNJXBOBJDIBPLBUBSPHV ࣗ෼ͨͪͷ༻్΍੍໿ʹ͋ͬͨ#*πʔϧΛબͿ  ɹCZ!XJMMBOBMZTUT

  126. #*πʔϧେશ΋͏#*πʔϧͰ໎Θͳ͍ʮ௒Χλϩάʯ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBCJUVSVEBRVBONPVCJUVSVEFNJXBOBJDIBPLBUBSPHV ɾखݩͷ࡞ۀ؀ڥͰॊೈʹϏδϡΞϧΛ࡞੒Ͱ͖Δ#*πʔϧ ɾΫϥ΢υ%8)Λલఏʹͯ͠ूܭઃఆΛڞ༗Ͱ͖Δ#*πʔϧ  ɹCZ!XJMMBOBMZTUT

  127. 3FEBTIͰ౿Έग़͢#*ಋೖ͸͡ΊͷҰา IUUQTTQFBLFSEFDLDPNBSJBSJKQEBUBFOHJOFFSJOHTUVEZSFEBTI 3FEBTIͷ঺հɿࣾ಺ͷ୭Ͱ΋σʔλΛݟΕΔঢ়ଶʹͳΔ  ɹCZ!BSJBSJKQ

  128. 3FEBTIͰ౿Έग़͢#*ಋೖ͸͡ΊͷҰา IUUQTTQFBLFSEFDLDPNBSJBSJKQEBUBFOHJOFFSJOHTUVEZSFEBTI 3FEBTIͷΠϯετʔϧํ๏  ɹCZ!BSJBSJKQ

  129. ӡ༻ͯ͠Θ͔ͬͨ-PPLFSͷຊ࣭తϝϦοτ IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ ϠϓϦͷߏ੒ྫɿ-PPLFSΛ࢖ͬͯछͷσʔλΛҎ্ͷਤදͰՄࢹԽ  ɹCZ!"#&@.BTBUPTIJ

  130. ӡ༻ͯ͠Θ͔ͬͨ-PPLFSͷຊ࣭తϝϦοτ IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ -PPLFS͸ूܭɾఆٛΛڞ௨؅ཧͰ͖ΔͷͰɺՄࢹԽ͕૿͑Δ΄Ͳ༗ӹ  ɹCZ!"#&@.BTBUPTIJ

  131. ࢿྉඇެ։ͷͨΊIUUQTCMPHUSVFTUBSDPKQFYQMPSBUPSZΛ୅ཧͰ঺հ &YQMPSBUPSZͷ঺հɿ౎ಓ෎ݝผͷ௨ۈσʔλΛ෼ੳ  ɹCZVDIJ

  132. ࢿྉඇެ։ͷͨΊIUUQTCMPHUSVFTUBSDPKQFYQMPSBUPSZΛ୅ཧͰ঺հ &YQMPSBUPSZ͸खܰʹ౷ܭॲཧΛߦ͑ΔσʔλαΠΤϯε޲͚#*  ɹCZVDIJ

  133. ஌໊౓ͷߴ͍঎༻#*πʔϧʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI WDV;J-"L1B*

  134. ࢿྉඇެ։ͷͨΊ഑৴ΞʔΧΠϒͷεΫϦʔϯγϣοτΛܝࡌ 5BCMFBVΛϚʔέςΟϯάʹ׆༻  ɹCZNPNP

  135. σʔλϙʔλϧͱ஥ྑ͘͢Δ IUUQTEBUBTUVEJPHPPHMFDPNVSFQPSUJOHGEEGEEEEECDFDEDGQBHF#HEC$ (PPHMFΞΧ΢ϯτͰࢼ͢ͳΒ(PPHMFσʔλϙʔλϧ  ɹCZ!OBGVZ

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  137. 1PXFS#*͋Ε͜Ε IUUQTTQFBLFSEFDLDPNJTIJBZBZBQPXFSCJBOZUIJOH .JDSPTPGUΞΧ΢ϯτͰࢼ͢ͳΒ.JDSPTPGU1PXFS#*  ɹCZ!JTIJBZBZB

  138. 1PXFS#*͋Ε͜Ε IUUQTTQFBLFSEFDLDPNJTIJBZBZBQPXFSCJBOZUIJOH .JDSPTPGU1PXFS#*ʹΑΔμογϡϘʔυͷྫ  ɹCZ!JTIJBZBZB

  139. σʔλՄࢹԽʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W+[1*LP&K/FD

  140. ొஃࢿྉͷ΋ͱʹͳͬͨهࣄIUUQTUFDICMPHZBIPPDPKQFOUSZ͔Β঺հ ՄࢹԽͷ໨తɿ୹࣌ؒͰඞཁͳ৘ใΛಘΒΕΔΑ͏ʹ͢Δ  ɹCZ!IJSPLJLPNBNJZB

  141. ొஃࢿྉͷ΋ͱʹͳͬͨهࣄIUUQTUFDICMPHZBIPPDPKQFOUSZ͔Β঺հ άϥϑͷબ୒ʹΑͬͯ఻ΘΓ΍͕͢͞ҟͳΔ  ɹCZ!IJSPLJLPNBNJZB

  142. ొஃࢿྉͷ΋ͱʹͳͬͨهࣄIUUQTUFDICMPHZBIPPDPKQFOUSZ͔Β঺հ ໨తʹ߹ΘͤͨάϥϑΛબͿ͜ͱ͕େࣄ  ɹCZ!IJSPLJLPNBNJZB

  143. ʰ1SF"UUFOUJWF"UUSJCVUFʱʰήγϡλϧτ๏ଇʱͰߟ͑Δσʔλࢹ֮Խͱɺͦͷັྗ IUUQTUBCTPGUDP#DH5Z4 ࢹ֮ೝ஌ͷجຊ֓೦ʮ1SF"UUFOUJWF"UUSJCVUFʯʮήγϡλϧτ๏ଇʯ  ɹCZ!SJU[@5BCMFBV

  144. ʰ1SF"UUFOUJWF"UUSJCVUFʱʰήγϡλϧτ๏ଇʱͰߟ͑Δσʔλࢹ֮Խͱɺͦͷັྗ IUUQTUBCTPGUDP#DH5Z4 ͦͷσʔλʹదͨ͠1SF"UUFOUJWF"UUSJCVUFΛ׆༻͢Δͱ఻ΘΓ΍͘͢ͳΔ  ɹCZ!SJU[@5BCMFBV

  145. ໌೔͔ΒਅࣅͰ͖ΔʂέʔεผσʔλՄࢹԽͷϊ΢ϋ΢ IUUQTTQFBLFSEFDLDPNIBTFSZPEBUBFOHJOFFSJOHTUVEZOVNCFSNJOHSJLBSB[IFOTJEFLJSVLFTVCJFEFUBLFTIJIVBGBMTFGBMTFVIBV άϩʔε୲౰ऀͷՄࢹԽɿ ୲౰ࣄۀ͕ӈ্͕Γʹ੒௕͍ͯ͠Δ͜ͱΛ֬ೝ͍ͨ͠  ɹCZIBTFSZP

  146. ໌೔͔ΒਅࣅͰ͖ΔʂέʔεผσʔλՄࢹԽͷϊ΢ϋ΢ IUUQTTQFBLFSEFDLDPNIBTFSZPEBUBFOHJOFFSJOHTUVEZOVNCFSNJOHSJLBSB[IFOTJEFLJSVLFTVCJFEFUBLFTIJIVBGBMTFGBMTFVIBV ΦϖϨʔγϣϯ୲౰ऀͷՄࢹԽɿ ॲཧ݅਺΍͕࣌ؒҰఆൣғʹऩ·Δ͜ͱΛ֬ೝ͍ͨ͠  ɹCZIBTFSZP

  147.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

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  148. σʔλͷར༻Λଅ͢ 

  149.  ɹσʔλͷར༻Λଅ͢ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  150. σʔλج൫ͷ׆༻ଅਐʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W*$S1C:"T

  151. σʔλ෼ੳج൫ͷਁಁʹඞཁͳ͜ͱ IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSKJEJBPKJBOHZBOEFUBGFOYJKJQBOGBMTFKJOUPVOJCJZBPOBLPUPGBDDBCGG σʔλج൫Λ૊৫ʹਁಁͤ͞ΔͨΊʹඞཁͳ͜ͱ  ɹCZ!UFUTVSPJUP

  152. σʔλ෼ੳج൫ͷਁಁʹඞཁͳ͜ͱ IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSKJEJBPKJBOHZBOEFUBGFOYJKJQBOGBMTFKJOUPVOJCJZBPOBLPUPGBDDBCGG ۀ຿ͷαΠΫϧʹσʔλ׆༻Λ૊ΈࠐΉ  ɹCZ!UFUTVSPJUP

  153. ʮσʔλ؅ཧʹॏཁͳ͜ͱ͸ࣄۀͱ૊৫ͷཧղͩͬͨʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTXXXTMJEFTIBSFOFUNPOPUBSPJUEQSEBUBFOHJOFFSJOHTUVEZ Ϟϊλϩ΢ͷྫɿσʔλͷ࢓༷೺Ѳ΍׆༻ʹ͸ɺ֤෦໳ͷۀ຿஌͕ࣝෆՄܽ  ɹCZ/BPUP:PTIJNPUP

  154. ʮσʔλ؅ཧʹॏཁͳ͜ͱ͸ࣄۀͱ૊৫ͷཧղͩͬͨʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTXXXTMJEFTIBSFOFUNPOPUBSPJUEQSEBUBFOHJOFFSJOHTUVEZ Ϟϊλϩ΢ͷྫɿۀ຿୲౰ऀ΍ΤϯδχΞ͕ࣗ෼Ͱσʔλ੔උͰ͖Δ࢓૊Έ  ɹCZ/BPUP:PTIJNPUP

  155. ࢿྉඇެ։ͷͨΊIUUQTCMPHUSPDDPJPEFWBSUJDMFTEBUBFOHJOFFSJOHTUVEZWPM͔Β঺հ FVSFLBͷྫɿ෼ੳऀ͕தؒςʔϒϧΛ࡞੒͠ɺਓࣄධՁʹܨ͕Δମ੍  ɹCZ!UBNBLJ

  156. ࢿྉඇެ։ͷͨΊIUUQTCMPHUSPDDPJPEFWBSUJDMFTEBUBFOHJOFFSJOHTUVEZWPM͔Β঺հ FVSFLBͷྫɿ#*πʔϧʢ5BCMFBVʣͷࣾ಺ษڧձʹΑΔར༻ଅਐ  ɹCZ!UBNBLJ

  157. ෼ੳج൫ͱ૊৫ͷ͋Γํ%F/"ͷࣄྫ IUUQTTQFBLFSEFDLDPNEFOB@UFDIGFOYJKJQBOUP[V[IJGBMTFBSJGBOHEFOBGBMTFTIJMJ %F/"ͷྫɿར༻ଅਐͷͨΊʹج൫νʔϜΛػೳผ͔Β໨తผʹ૊৫࡮৽  ɹCZ!IBTFSJUDIJF

  158.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  159. σʔλ૊৫ΛӡӦ͢Δ 

  160.  ɹσʔλ૊৫ΛӡӦ͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈճ

  161. σʔλ૊৫ͷӡӦʹ͍ͭͯ  ɹୈճ IUUQTXXXZPVUVCFDPNXBUDI W1$O%W1BH

  162. ʮϑϧελοΫҰਓ໨σʔλΞφϦετ͕σʔλج൫Λ࡞͓ͬͨ࿩ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB 01&/ͷྫɿਓ໨ͷσʔλਓࡐ  ɹCZ!XJMMBOBMZTUT

  163. ʮϑϧελοΫҰਓ໨σʔλΞφϦετ͕σʔλج൫Λ࡞͓ͬͨ࿩ʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB 01&/ͷྫɿσʔλͷੜ੒ݩͱͳΔۀ຿πʔϧ΋੔උ  ɹCZ!XJMMBOBMZTUT

  164. σʔλ෼ੳͱࢲͨͪ IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ หޢ࢜υοτίϜͷྫɿࣾһ਺໊ˠσʔλ෦໳ͷ্ཱͪ͛  ɹCZU@PEBTI

  165. σʔλ෼ੳͱࢲͨͪ IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ หޢ࢜υοτίϜͷྫɿࣾһ਺໊ˠձٞମ΍૬ஊνϟϯωϧͷ੔උ  ɹCZU@PEBTI

  166. $MBTTJͷσʔλ૊৫ͷาΈ IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿࣾһ਺໊ˠσʔλ૊৫ͷதͰ΋৬छ͕෼͔ΕΔ  ɹCZ!UFUTVSPJUP

  167. $MBTTJͷσʔλ૊৫ͷาΈ IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿσʔλ૊৫͕ࠓͷܗʹͳΔ·ͰͷܦҢ  ɹCZ!UFUTVSPJUP

  168. $MBTTJͷσʔλ૊৫ͷาΈ IUUQTTQFBLFSEFDLDPNUFUTVSPJUPEBUBFOHJOFFSJOHTUVEZOVNCFSDMBTTJGBMTFEFUB[V[IJGBMTFCVNJ $MBTTJͷྫɿσʔλ૊৫ͷϙϦγʔͱ୲౰είʔϓ  ɹCZ!UFUTVSPJUP

  169. -*/&ͷσʔλ෼ੳ૊৫ͷ঺հ IUUQTTQFBLFSEFDLDPNMJOF@EFWFMPQFSTJOUSPEVDUJPOUPMJOFEBUBBOBMZTJTPSHBOJ[BUJPO -*/&ͷྫɿࣾһ਺ ໊ˠ໾ׂʹԠͯͭ͡ͷ෦ॺ  ɹCZ!TIOTL

  170. -*/&ͷσʔλ෼ੳ૊৫ͷ঺հ IUUQTTQFBLFSEFDLDPNMJOF@EFWFMPQFSTJOUSPEVDUJPOUPMJOFEBUBBOBMZTJTPSHBOJ[BUJPO -*/&ͷྫɿࣾһ਺ ໊ˠͦΕͧΕͷ෦ॺʹͭͷ৬छ  ɹCZ!TIOTL

  171. ʮෳ਺σʔλج൫ͷಁ໌ԽʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNZVZBNBEBGVTIVEFUBKJQBOGBMTFUPVNJOHIVB ϦΫϧʔτͷྫɿࣾһ਺ ໊ˠࣄۀ͝ͱʹσʔλج൫͕ෳ਺ଘࡏ  ɹCZ!OJJ@ZBO

  172. ʮෳ਺σʔλج൫ͷಁ໌ԽʯʢୈճͷৼΓฦΓ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNZVZBNBEBGVTIVEFUBKJQBOGBMTFUPVNJOHIVB ϦΫϧʔτͷྫɿࣾһ਺ ໊ˠޓ͍ͷ৘ใަ׵ͷͨΊʹࣾ಺ษڧձ  ɹCZ!OJJ@ZBO

  173. ʮো֐͸νϟϯεͩʂো֐Λલ޲͖ʹଊ͑Δʯʢୈճͷো֐ରԠ-5ʹͯൃදʣ IUUQTTQFBLFSEFDLDPNSUFDILPVIPV[IBOHIBJIBUJZBOTVEB[IBOHIBJXPRJBOYJBOHLJOJ[IVPFSV ϦΫϧʔτͷྫɿো֐ରԠΛ௨ͯ͠νʔϜֶ͕ͼΛಘΔΑ͏ʹ࢓૊ΈԽ  ɹCZ!OJJ@ZBO

  174.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  175. ·ͱΊ 

  176. ର৅ ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹؔΘΔਓ ՝୊ ʮԿΛͨ͠Β͍͍ͷʁʯͱ͍͏ٙ໰ ʮ͜ΕͰ͋ͬͯΔͷʁʯͱ͍͏ෆ҆ ఏڙՁ஋ ʮ࣍͸͜ΕΛௐ΂ͯΈΑ͏ʯͱ͍͏ཏ਑൫  ɹ͜ͷొஃͷ֓ཁ ࠶ܝ

  177. ୈճϞμϯͳ%8)#*πʔϧͷબͼํͱɺ࣮ࡍͷӡ༻ࣄྫ ୈճσʔλऩूج൫ͱσʔλ੔උͷ͜Ε·Ͱͱ͜Ε͔Β ୈճ෼ੳج൫Λ͏·͘૊৫ʹਁಁͤ͞Δํ๏ ୈճσʔλ෼ੳج൫ͷো֐ରԠࣄྫ-5ࡇΓ ୈճӟͷ4OPXqBLF%FFQ%JWFࠃ಺ࣄྫɾଞ%8)ͱͷൺֱ ୈճվΊֶͯͿɺ#JH2VFSZపఈೖ໳ ୈճ3FETIJGU࠷৽Ξοϓσʔτͱ׆༻ࣄྫ ୈճ#*πʔϧಛूʵ044ɾ঎༻ͷ্ख͍࢖͍෼͚ ୈճاۀن໛ผσʔλΤϯδχΞ૊৫ͷ࡞Γํ ୈճԦಓ#*πʔϧಛू5BCMFBV1PXFS#*(PPHMFσʔλϙʔλϧ

    ୈճࣾͷσʔλΤϯδχΞ͕ৼΓฦΔ ୈճΤϯδχΞͷͨΊͷʮσʔλՄࢹԽʯೖ໳ ୈճ&-5ɾσʔλϞσϦϯά ݄։࠵༧ఆ  ɹ%BUB&OHJOFFSJOH4UVEZͷίϯςϯπ ࠶ܝ
  178. ɾͲΕ΋ʮσʔλ෼ੳΛࢧ͑ΔγεςϜʯʹඞཁͳ࿩ ɾશͯΛಡΈࠐΊ͹࠷ڧͷσʔλΤϯδχΞʹͳΕΔʁ ɾܰ͘ྲྀ͠ಡΈ͢Δ͚ͩͰ΋ʮཏ਑൫ʯʹͳΔ͸ͣ  ɹଟछଟ༷ͳςʔϚͷTMJEFT ࠶ܝ

  179.  ɹTMJEFT͕ࣔ͢εΩϧϩʔυϚοϓ ࠶ܝ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά ୈ ճ ୈ  ճ ୈ

     ճ ୈճ ୈճ ୈճ ୈճ ୈճ
  180. ͥͻ5XJUUFS%BUB&OHJOFFSJOH4UVEZʹ౤ථίϝϯτΛد͍ͤͯͩ͘͞ʂ ଞʹ΋ʮ͜Ε͕ฉ͖͍ͨʯʮ͜ΕΛ࿩͍ͨ͠ʯΞΠσΞΛืूதͰ͢ʂ  ɹࠓޙͷ%&4Ͱѻ͍͍ͨςʔϚ Ҋ &5-πʔϧ FHpWFUSBO "JSCZUF δϣϒ؅ཧπʔϧ FH"JSqPX

    %JHEBH σʔλϞσϦϯά FH%BUB7BMVU σʔλ෼ੳख๏ FHސ٬෼ੳ ঎඼෼ੳ .PEFSO%BUB4UVDL֓࿦ SFWFSTF&5- ϦτϥΠɾႈ౳ੑͷઃܭ ໊دͤ ޮՌଌఆ FH""ςετ σʔλϚωδϝϯτ ಗ໊Ճ޻ɾϓϥΠόγʔอޢ Φʔϓϯσʔλ FHॅॴϚελ ෼ࢄॲཧͷجຊ 4QBSLೖ໳ &3ઃܭೖ໳ .-0QTೖ໳ ػցֶशೖ໳
  181.  ɹΞδΣϯμ ͸͡Ίʹ σʔλج൫ͷཏ਑൫ ͓ΘΓʹ ɾࣗݾ঺հ ɾ෯޿͍σʔλ׆༻ࢪࡦ ɾσʔλΤϯδχΞϦϯάͷॏཁੑ ɾ%BUB&OHJOFFSJOH4UVEZͱ͸ ɾσʔλΞʔΩςΫνϟͷશମ૾

    ɾσʔλΛूΊΔ ɾσʔλΛஷΊΔ ɾσʔλΛՃ޻͢Δ ɾσʔλΛՄࢹԽ͢Δ ɾσʔλͷར༻Λଅ͢ ɾσʔλ૊৫ΛӡӦ͢Δ ɾ·ͱΊ ɾUSPDDPʹΑΔߏங
  182. USPDDPʹΑΔߏங ˞USPDDP͸ຊΠϕϯτͷӡӦݩͰ͋Δ גࣜձࣾQSJNF/VNCFS༷͕ఏڙ͢ΔαʔϏεͰ͢ 

  183. &5-΍ϫʔΫϑϩʔΛߏஙͰ͖Δ4BB4  ɹUSPDDPͱ͸ IUUQTTQFBLFSEFDLDPNZV[VUBT

  184.  ɹUSPDDPͰσʔλΛूΊΔ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά

  185. ೔ຊಠࣗͷ4BB4͔ΒσʔλΛऩूͰ͖Δ  ɹUSPDDPͰσʔλΛूΊΔ IUUQTTQFBLFSEFDLDPNZV[VUBT

  186.  ɹUSPDDPͰσʔλΛՃ޻͢Δ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά

  187. ΞφϦετ͕42-ͰϫʔΫϑϩʔΛ૊ΊΔ  ɹUSPDDPͰσʔλΛՃ޻͢Δ IUUQTCMPHUSPDDPJPUSJBMZV[VUBTUSPDDPSFWJFXΑΓ

  188.  ɹUSPDDPͰσʔλͷར༻Λଅ͢ ٕज़ධ࿦ࣾʰ࣮ફతσʔλج൫΁ͷॲํᝦʱͷਤʹϚοϐϯά

  189. σʔλར༻ऀ͕ࣗ෼Ͱσʔλͷ࿈ܞɾՃ޻Λߦ͑Δ  ɹUSPDDPͰσʔλͷར༻Λଅ͢ IUUQTTQFBLFSEFDLDPNZV[VUBT

  190. %BUB&OHJOFFSJOH4UVEZͰͷUSPDDPܝࡌεϥΠυ  %&4౉෦͞ΜൃදࢿྉQ IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ  %&4ϠϓϦѨ෦͞ΜൃදࢿྉQ  IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ  %&4หޢ࢜υοτίϜখాౡ͞ΜൃදࢿྉQ

    IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ TMJEF %&40QFOલଆ͞ΜൃදࢿྉQ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB TMJEF  %&4λΠϛʔ౔઒͞ΜൃදࢿྉQ IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO TMJEF  ɹUSPDDPʹΑΔߏஙྫ
  191. %&4౉෦͞ΜൃදࢿྉQ IUUQTXXXTMJEFTIBSFOFUUFUTVUBSPXBUBOBCFKBQBOUBYJ  ɹUSPDDPʹΑΔߏஙྫᶃ

  192. %&4ϠϓϦѨ෦͞ΜൃදࢿྉQ  IUUQTXXXTMJEFTIBSFOFU.BTBUPTIJ"CFMPPLFSEBUBFOHJOFFSJOHTUVEZ  ɹUSPDDPʹΑΔߏஙྫᶄ

  193. %&4หޢ࢜υοτίϜখాౡ͞ΜൃදࢿྉQ IUUQTTQFBLFSEFDLDPNPEBTIEFUBGFOYJUPTJUBUJ TMJEF  ɹUSPDDPʹΑΔߏஙྫᶅ

  194. %&40QFOલଆ͞ΜൃදࢿྉQ IUUQTTQFBLFSEFDLDPNTIPNBFLBXBIVSVTVUBUVLVSFONVEFUBBOBSJTVUPHBEFUBKJQBOXP[VPUVUBPIVB TMJEF  ɹUSPDDPʹΑΔߏஙྫᶆ

  195. %&4λΠϛʔ౔઒͞ΜൃදࢿྉQ IUUQTTQFBLFSEFDLDPNUUDDEEUPLJEFUBKJQBOQJO[IJYJBOHTIBOHGBMTFUBNFGBMTFOJBO TMJEF  ɹUSPDDPʹΑΔߏஙྫᶇ

  196. ʮUSPDDPΏͣͨͦʯͰݕࡧʂ  ɹUSPDDPͷར༻ํ๏ IUUQTCMPHUSPDDPJPDBUFHPSZUSJBM

  197. ࠷ޙʹએ఻ 

  198.  ɹҊ݅Λ͝૬ஊ͍ͩ͘͞ ٕज़ސ໰ डୗ։ൃ اۀݚम

  199.  ɹ஥ؒΛืू͍ͯ͠·͢ %BUB"OBMZUJDT&OHJOFFS%BUB"OBMZUJDT$POTVMUBOU ओͳۀ຿ ɾσʔλύΠϓϥΠϯͷاըɺߏஙɺӡ༻ ɾϞχλϦϯά׆༻ʹΑΔۀ຿վળࢧԉ ಇ͖ํ ɾि೔ʙ0,ɺϑϧϦϞʔτ0,ɺ෭ۀͰͷࢀՃ0, ɾՔಇͷΛεΩϧ޲্044׆ಈهࣄࣥචʹ౤ࢿ ɾΠϕϯτొஃ΍ॻ੶ࣥචͷػձΛఏڙ

    ɾ߽՚ΞυόΠβʔਞʹΑΔϨϏϡʔମ੍༗ બߟ՝୊ʮ,%&$ʯ΁ͷ௅ઓΛͥͻ͝ݕ౼͍ͩ͘͞ IUUQTLB[BOFZBDPNLEFD
  200.  ɹաڈͷొஃࢿྉ

  201.  ɹաڈͷࣥචॻ੶

  202. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠