UXとユーザビリティ計測

 UXとユーザビリティ計測

CA Base Camp で発表した内容

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LeonardoKen Orihara

February 14, 2018
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  1. 69ͱϢʔβϏϦςΟܭଌ

  2. ંݪ ϨΦφϧυݡʢʣ ೖࣾ ϑϩϯτΤϯυΤϯδχΞ

  3.  Ͳ͜·Ͱ͕ 69  Ͳ͏΍ͬͯ 69ΛݟΔʁ  έʔεελσΟ

  4.  Ͳ͜·Ͱ͕ 69

  5. 6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI/UX 6*69ͱ͍͏୯ޠ͸Α͘ฒ΂ΒΕ·͕͢ɺ ͋·Γྑ͍૊Έ߹Θͤͱ͸ݴ͑ͳ͍Ͱ͠ΐ͏

  6. 6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI/UX     

     
  7. 6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI UX ˞ ͔Βݟͨ ͷ৔߹ UI

    UX UI∈UX ͦΕͧΕͷ୲౰ྖҬ͕ҟͳ͍ͬͯͯ ߟ͑ํ͕ҧ͍·͢
  8. 69ͷൣғ͸Ͳ͜ Ͳ͜·Ͱ͕ 69    ·ͨ͸࣮ళฮ   

     69ͱͯ͠ݕ౼͢΂͖ൣғ͸͜ͷΠϥετ͚ͩͷൣғͰ͸͋Γ·ͤΜ
  9. 69ͷൣғ͸Ͳ͜ Ͳ͜·Ͱ͕ 69    ݟͨ໨ͷҹ৅ पΓ͔Βͷҹ৅ ޙ೔ 

            खݩʹಧ͍ͨޙ΋पΓ͔Βͷҹ৅͕69ʹىҼͨ͠Γ ྑ͍ମݧ͔Βɺ࣍ͷߪങʹͭͳ͕Δ͜ͱ΋͋Γ·͢
  10. 69ͷൣғ͸Ͳ͜ Ͳ͜·Ͱ͕ 69    ·ͨ͸࣮ళฮ   &$αΠτͰ઀৮

    PS ޿ࠂʹ઀৮ ࣅͨ๧ࢠͷ ਓΛΈͨ ΋ͬͱݴ͑͹ঁੑ͕๧ࢠΛཉ͍͠ͱࢥͬͨཧ༝΋͋Δ͔΋͠Ε·ͤΜ
  11. 69ͷൣғ͸Ͳ͜ Ͳ͜·Ͱ͕ 69   ·ͨ͸࣮ళฮ   ݟͨ໨ͷҹ৅ पΓ͔Βͷҹ৅

    ޙ೔      &$αΠτͰ઀৮ PS ޿ࠂʹ઀৮ ࣅͨ๧ࢠͷ ਓΛΈͨ ༧ظత69 ॠؒత69 Τϐιʔυత69 ྦྷੵత69 ྦྷੵత69͸ϒϥϯυΠϝʔδͱ΋ݴ͑·͢
  12. 69Λߟ͑Δͱ͍͏͜ͱ 69Λ෼ղ͢Δͱ 69σβΠϯ ʹ Ϣʔβʹͱͬͯͷ໨తΛୡ੒͢ΔͨΊʹԿ͕ඞཁ͔ಥ͖ࢭΊΔ͜ͱ Ͳ͜·Ͱ͕ 69 DX CX σδλϧදݱͰͷମݧΛ

    Ͳ͏ઃܭ͢Δ͔ $.ΛΈ͔ͯΒ঎඼Λങ͏·Ͱ Ұ؏ͯ͠Ϣʔβʔͷ໘౗ΛΈΔ
  13. 69ʹࣅͨߟ͑ํ ࣅͨΑ͏ͳߟ͑ํ͸༷ʑͳ෼໺ʹଘࡏ͢Δ Ͳ͜·Ͱ͕ 69 HCD HM FA ਓʑ͕ཉ͍͠ͱࢥ͍ͬͯΔ͜ͱ͕ ԿͰ͋Δ͔Λத৺ͱͯ͠ ΠϯλϑΣʔεΛ࠷దԽ͢Δ

    ҩऀ͸ױऀͷපؾΛ࣏͢͜ͱ͕ ໨తͰ͸ͳ͘ɺපؾͷഎޙʹӅ Εͨ໰୊ΛऔΓআ͘͜ͱ·Ͱઃ ܭ͢΂͖ ໨త͕ୡ੒͞ΕΔͷͰ͋Ε͹ खஈ͸ͳΜ͔ͩͬͯ·Θͳ͍
  14.  Ͳ͏΍ͬͯ 69ΛݟΔʗଌΔ

  15. ʮ69తʹྑ͍ʯΛݟΔ ఆྔతʹ 69ΛධՁ͍ͨ͠ ˠ ϢʔβϏϦςΟܭଌ͕Ұൠత Ͳ͏΍ͬͯ 69ΛݟΔʁ ༷ʑͳϝτϦΫεΛऔಘ͢Δ ϢʔβʔͷҙݟΛ֬ೝ ύϑΥʔϚϯεɺΤϥʔɺߦಈɾੜཧɺ

    ༷ʑͳ൓ԠΛܭଌʗൺֱ ϢʔβʔΠϯλϏϡʔ΍Ξϯέʔτ ࣗݾਃࠂϝτϦΫεͱ΋
  16. ϢʔβϏϦςΟςετͷλΠϛϯά Ͳ͏΍ͬͯ 69ΛݟΔʁ খ͞ͳػೳΛ࣮૷ͨ͠λΠϛϯά ̍ͭͷ࢓૊ΈΛ࣮૷ͨ͠λΠϛϯά ೖྗϑΥʔϜɺΩϟϥͷϞʔγϣϯɺϝχϡʔͷ࡞੒ ઃఆมߋը໘ɺ̍ͭͷεςʔδɺ·ͨ͸γεςϜͷ׬੒ ඇޮ཰ɺΤϥʔΛট͍͍ͯΔՕॴͷ֬ೝ ໨తୡ੒Λ્ΜͰ͍ΔϞϊ͸ͳ͍͔ ˠ"#ςετɺύϑΥʔϚϯεܭଌɺߦಈ؍ଌɺFUD

    ܗ੒తΞϓϩʔν ૯ׅతΞϓϩʔν ੡඼ͷ໨ඪ͕Ͳ͜·Ͱୡ੒͞Ε͔ͨ ଞࣾ੡඼ͱൺ΂ͯͲ͏͔ લͷ੡඼ͷϦϦʔεͱൺ΂ͯվྑ͞Ε͔ͨ ˠࣗݾਃࠂϝτϦΫεܭଌɺҹ৅ௐࠪɺFUD
  17. λΠϛϯάͷྫ Ͳ͏΍ͬͯ 69ΛݟΔʁ   ·ͨ͸࣮ళฮ   ݟͨ໨ͷҹ৅ पΓ͔Βͷҹ৅

    ޙ೔      &$αΠτͰ઀৮ PS ޿ࠂʹ઀৮ ࣅͨ๧ࢠͷ ਓΛΈͨ ͨͱ͑͹͋ͳ͕ͨ ͷϖʔδΛ࡞͍ͬͯΔͱͨ͠Β ͜͜Ͱ ࣄલΞϯέʔτ ʢࣗݾਃࠂϝτϦΫεʣ "#ςετ ύϑΥʔϚϯεܭଌɺߦಈ؍ଌ ʢύϑΥʔϚϯεϝτϦΫεɺߦಈɾੜཧϝτϦΫεʣ ࣄޙΞϯέʔτɺҹ৅ௐࠪ ʢࣗݾਃࠂϝτϦΫεʣ ʢςετ಺༰͸ྫ͑ʣ
  18. ύϑΥʔϚϯεϝτϦΫε Ͳ͏΍ͬͯ 69ΛݟΔʁ λεΫ੒ޭ཰ ઃఆͨ͠λεΫ͕੒ޭ͔ͨ͠ ੒ޭ PSࣦഊ λεΫ࣌ؒ λεΫʹ͔͔ͬͨ࣌ؒΛܭଌ Τϥʔ

    ೖྗϛεɺૢ࡞ϛεΛΧ΢ϯτ ޮ཰ λεΫͱ͸ؔ܎ͳ͍ૢ࡞ΛΧ΢ϯτ ֶशՄ༻ੑ ճ਺ɾ࣌ؒܦաͰͷ্هύϑΥʔϚϯεͷมԽΛΈΔ
  19. ΤϥʔϝτϦΫεͰ൑ผՄೳͩͬͨ໰୊ Ͳ͏΍ͬͯ 69ΛݟΔʁ #VUUFSGMZCBMMPU "-(03&ʹ౤ථ͠Α͏ͱͨ͠ਓ͕ ্͔Β̎ͭ໨ͷ݀Λ։͚ͯ͠·͏

  20. ໎͍౓  ύϑΥʔϚϯεϝτϦΫε Ͳ͏΍ͬͯ 69ΛݟΔʁ ໎͍౓ ɿλεΫ࣮ߦதʹӾཡͨ͠ҟͳΔϖʔδͷ਺ʢϢχʔΫϏϡʔʣ ɿλεΫ࣮ߦதʹӾཡͨ͠ϖʔδͷ਺ʢϖʔδϏϡʔʣ ɿλεΫΛ׬ྃ͢ΔͨΊͷ࠷খϖʔδ਺ -

    ׬ᘳͳεςοϓΛ౿Ί͹  - Ҏ্Ͱ໌Β͔ʹ໎ͬͯݟ͑Δ͜ͱ͕ ଟ͍ ϖʔδ " ϖʔδ $ ϖʔδ # ϖʔδ & ϖʔδ ' ϖʔδ % ϖʔδ#ϧʔτ͸  ϖʔδ$ %ϧʔτ͸ 
  21. நग़͞Εͨ໰୊ͷਅِ Ͳ͏΍ͬͯ 69ΛݟΔʁ ϢʔβϏϦςΟςετͷதͰਓ͚͕ͩ໰୊Λग़ͨ͠৔߹ ҎԼͷ؍఺͔Βͦͷ໰୊͕ਖ਼͍͔͠Λ൑அ ಉ͡໰୊͕ଟ͘ͷ฼ूஂͰ܁Γฦ͞ΕΔ͔ΛݟۃΊΔ ϢʔβϏϦςΟςετΛ਺ճ΍ͬͨͱ͖ɺಉ͡໰୊͕࠶౓ൃੜ͢Δ͔ ໰୊Λग़ͨ͠Ϣʔβʔͷҙࢥܾఆ͕ཧ࿦త͔ Ϣʔβʔͷߦಈɾࢥߟϓϩηεɾೝࣝɾҙࢥܾఆ͕ཧ࿦త͔໰͍͔͚Δ ࢥߟॱংʹҰ؏ੑ͕͋Ε͹ਅͷ໰୊ɺઆ໌Ͱ͖ͳ͚Ε͹ಛघέʔεͷՄೳੑ͕ߴ͍

  22. ࣗݾਃࠂϝτϦΫε Ͳ͏΍ͬͯ 69ΛݟΔʁ ͍ΘΏΔΞϯέʔτ ࣗ༝ͳ໰͍͔͚ͷΞϯέʔτ ͱ ܾΊΒΕͨ࿮૊ΈͷΞϯέʔτ ͕͋Δ ϦοΧʔτई౓ 

    ࣗ༝໰͍͔͚ ඇৗʹಉҙͰ͖Δ ಉҙͰ͖Δ ͲͪΒͱ΋ݴ͑ͳ͍ ಉҙͰ͖ͳ͍ ·ͬͨ͘ಉҙͰ͖ͳ͍ ࣭໰ʹରͯ̑͠ PS̓ஈ֊ͷճ౴ ฉ͖͍ͨ͜ͱʹ͍͔ͭͯͬ͠Γฉ͘ ɾٳ೔΋࢖͍͍ͨͰ͔͢ ɾૢ࡞ײ͸ؾ࣋ͪΑ͔ͬͨͰ͔͢
  23. 4%๏ Ͳ͏΍ͬͯ 69ΛݟΔʁ 4%๏  ࣗ༝໰͍͔͚ ඒ͍͠ ײ֮஋Λ໰͏ͱ͖ͳͲʹ࢖͑Δ ɾ஫ҙ ݴ༿ͷମ֎తͳҙຯΛཧղ͢Δඞཁ͕͋Δʢ਌੾ʗ਌੾Ͱͳ͍ɺ਌੾ʗఢҙ͕͋Δ

    ͳͲ͕ଥ౰͔ʣ ृ͍ ໌Δ͍ ҉͍ ೤͍ ྫྷ͍ͨ ˡ͜ͷࠩ͸୯७ʹ਺஋Խ͢Δ͜ͱ͸Ͱ͖ͳ͍ ʢ࣭తσʔλͷͨΊʣ ·ͨɺ ͱ
  24. ϢʔβϏϦςΟϚάχνϡʔυਪఆ๏ Ͳ͏΍ͬͯ 69ΛݟΔʁ ϢʔβϏϦςΟϚάχνϡʔυਪఆ๏  ࣗ༝໰͍͔͚ ײ֮஋ΛൺֱͰ͖Δσʔλʹ͢ΔʢσβΠϯ͸γεςϜͱஔ͖׵͑ͯ΋ྑ͍ʣ ᶃ ࠷ॳʹݟͤͨσβΠϯ 

           ᶄ ଓ͍ͯݟͤͨσβΠϯ ᶅ ৽ͨʹܭଌͨ͠σβΠϯσβΠϯ ϢʔβʔʹϞϊαγΛ࡞ͬͯ΋Β͍ɺͦΕͧΕͷσβΠϯ͕Կഒࠩ͋Δ͔ٻΊΔ ˠϢʔβ͝ͱʹ YYഒࠩ ͕ٻ·Γɺ͜ͷ਺஋͸ൺֱͰ͖Δʢִؒई౓ʹͳΔʣ
  25. γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏΍ͬͯ 69ΛݟΔʁ ܾΊΒΕͨ࿮૊ΈʹԊ͏ϝϦοτɿ ˠࣗ෼Ͱܭଌ͍ͯ͠ͳ͍ ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨ࿮૊Έ 4ZTUFN6TBCJMJUZ4DBMF IUUQXXXNFBTVSJOHVYDPN

    Participant ID: _____ Date: ___/___/___ System Usability Scale Instructions: For each of the following statements, mark one box that best describes your reactions to the website today. Strongly Disagree Strongly Agree 1. I think that I would like to use this website frequently. 2. I found this website unnecessarily complex. 3. I thought this website was easy to use. 4. I think that I would need assistance to be able to use this website. 5. I found the various functions in this website were well integrated. 6. I thought there was too much inconsistency in this website. 7. I would imagine that most people would learn to use this website very quickly. 8. I found this website very cumbersome/awkward to use. 9. I felt very confident using this website. 10. I needed to learn a lot of things before I could get going with this website. Site: ___________________________ Please provide any comments about this website: This questionnaire is based on the System Usability Scale (SUS), which was developed by John Brooke while working at Digital Equipment Corporation. © Digital Equipment Corporation, 1986.  ܭࢉํ๏͕ಛघ  ϝϦοτɾσϝϦοτ͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ
  26.  ܭࢉํ๏͕ಛघ  ϝϦοτɾσϝϦοτ͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏΍ͬͯ 69ΛݟΔʁ ܾΊΒΕͨ࿮૊ΈʹԊ͏ϝϦοτɿ ˠࣗ෼Ͱܭଌ͍ͯ͠ͳ͍

    ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨ࿮૊Έ 4ZTUFN6TBCJMJUZ4DBMF IUUQXXXNFBTVSJOHVYDPN Participant ID: _____ Date: ___/___/___ System Usability Scale Instructions: For each of the following statements, mark one box that best describes your reactions to the website today. Strongly Disagree Strongly Agree 1. I think that I would like to use this website frequently. 2. I found this website unnecessarily complex. 3. I thought this website was easy to use. 4. I think that I would need assistance to be able to use this website. 5. I found the various functions in this website were well integrated. 6. I thought there was too much inconsistency in this website. 7. I would imagine that most people would learn to use this website very quickly. 8. I found this website very cumbersome/awkward to use. 9. I felt very confident using this website. 10. I needed to learn a lot of things before I could get going with this website. Site: ___________________________ Please provide any comments about this website: This questionnaire is based on the System Usability Scale (SUS), which was developed by John Brooke while working at Digital Equipment Corporation. © Digital Equipment Corporation, 1986. Strongly Disagree Strongly Agree 1. I think that I would like to use this website frequently. 2. I found this website unnecessarily complex. 3. I thought this website was easy to use. 4. I think that I would need assistance to be able to use this website. 5. I found the various functions in this website were well integrated. 6. I thought there was too much inconsistency in this website. 7. I would imagine that most people would learn to use this website very quickly. 8. I found this website very cumbersome/awkward to use. 9. I felt very confident using this website. 10. I needed to learn a lot of things before I could get going with this website.
  27.  ܭࢉํ๏͕ಛघ  ϝϦοτɾσϝϦοτ͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏΍ͬͯ 69ΛݟΔʁ ܾΊΒΕͨ࿮૊ΈʹԊ͏ϝϦοτɿ ˠࣗ෼Ͱܭଌ͍ͯ͠ͳ͍

    ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨ࿮૊Έ 4ZTUFN6TBCJMJUZ4DBMF IUUQXXXNFBTVSJOHVYDPN Participant ID: _____ Date: ___/___/___ System Usability Scale Instructions: For each of the following statements, mark one box that best describes your reactions to the website today. Strongly Disagree Strongly Agree 1. I think that I would like to use this website frequently. 2. I found this website unnecessarily complex. 3. I thought this website was easy to use. 4. I think that I would need assistance to be able to use this website. 5. I found the various functions in this website were well integrated. 6. I thought there was too much inconsistency in this website. 7. I would imagine that most people would learn to use this website very quickly. 8. I found this website very cumbersome/awkward to use. 9. I felt very confident using this website. 10. I needed to learn a lot of things before I could get going with this website. Site: ___________________________ Please provide any comments about this website: This questionnaire is based on the System Usability Scale (SUS), which was developed by John Brooke while working at Digital Equipment Corporation. © Digital Equipment Corporation, 1986. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. શ͘ಉҙ Ͱ͖ͳ͍ ඇৗʹ ಉҙͰ͖Δ ͜ͷγεςϜΛසൟʹ࢖͍͍ͨͱࢥ͏ ͜ͷγεςϜ͸ෆඞཁʹෳࡶͩͱࢥͬͨ ͜ͷγεςϜ͸࢖͍΍͍͢ͱࢥͬͨ ͜ͷγεςϜΛ࢖͑ΔΑ͏ʹͳΔʹ͸ɺ ςΫχΧϧαϙʔτ͕ඞཁͩͱࢥ͏ ͜ͷγεςϜͷ͞·͟·ͳػೳ͕Α͘ ·ͱ·͍ͬͯΔͱࢥͬͨ ͜ͷγεςϜ͸Ұ؏ੑ͕ͳ͍ͱ͜Ζ͕ ͨ͘͞Μ͋Δͱࢥͬͨ ΄ͱΜͲͷਓ͕͜ͷγεςϜͷ࢖͍ํΛ ؆୯ʹֶ΂Δͱࢥ͏ ͜ͷγεςϜ͸ඇৗʹѻ͍ʹ͘ ͍ͱࢥͬͨ ͜ͷγεςϜΛ࢖͍ͬͯͯඇৗʹࣗ৴͕࣋ͯͨ ͜ͷγεςϜΛ࢖͍࢝ΊΔલʹͨ͘͞Μͷ ͜ͱΛֶ͹ͳ͚Ε͹ͳΒͳ͍ͱࢥͬͨ
  28. 5JQTl4QFFE#VNQTz Ͳ͏΍ͬͯ 69ΛݟΔʁ Ξϯέʔτ͕ଟ͍ʗ௕͍ͱɺద౰ͳճ౴͕૿͑Δ ˠ͜ͷΑ͏ͳσʔλ͸ഁغ͠ͳ͚Ε͹৴ጪੑ͕ࣦΘΕΔ 4QFFE#VNQT IUUQVYNFUSJDTHFFLDPN +FGG4BVSP ΒͷݚڀʹΑΔͱ IUUQTNFBTVSJOHVDPNDIFBUTVSWFZ

    ฏۉͰ ͷϢʔβʔ͕ 4QFFE#VNQT ʹҾ͔͔͍ͬͬͯΔ 4QFFE#VNQT
  29. ͦͷଞͷௐࠪථ Ͳ͏΍ͬͯ 69ΛݟΔʁ ίϯϐϡʔλγεςϜɾϢʔβϏϦςΟௐࠪථʢ$462ʣ  ܾΊΒΕͨ࿮૊Έ ϢʔβΠϯλʔϑΣʔεຬ଍౓ௐࠪථʢ26*4ʣ  ܾΊΒΕͨ࿮૊Έ ࣮༻ੑɾຬ଍౓ɾ࢖͍΍͢͞ௐࠪථʢ64&ʣ

     ܾΊΒΕͨ࿮૊Έ
  30. ϢʔβϏϦςΟςετ͸Կਓඞཁ͔ Ͳ͏΍ͬͯ 69ΛݟΔʁ ౓ͷϢʔβϏϦςΟςετ͸̑ਓͰे෼ͱݴΘΕ͍ͯΔ /*&-4&/PO.BSDI  IUUQTXXXOOHSPVQDPNBSUJDMFTXIZZPVPOMZOFFEUPUFTUXJUIVTFST Ϣʔβʔ໊͕ൃݟͰ͖Δ໰୊ͷׂ߹  ਓͷϢʔβ͕ൃݟͰ͖Δ໰୊ͷׂ߹

    ͸ҎԼͷࣜʹͳΔ Ϣʔβʔ ໊̑ͷ৔߹ ໊̑ͷϢʔβʔͰݟ͔ͭͬͨ໰୊मਖ਼ޙɺ ͞ΒʹςετΛߦ͏͜ͱ͕༗ޮ
  31.  έʔεελσΟ

  32. $"-JOL؅ཧը໘ͷϦχϡʔΞϧ  -*/&ϏδωείωΫτΛར༻ͨ͠ϚʔέςΟϯάπʔϧ  ސ٬֦େʹ൐ͬͯɺ؅ཧը໘ͷސ٬޲͚ղ์Λݟਾ͑ͯ࠶ઃܭ έʔεελσΟ ϑϩϯτΤϯυతࢪࡦ  69తࢪࡦΛ੝ΓࠐΈ͍ͨ 

    ϛεΦϖϨʔγϣϯͷݮগ  ৘ใઃܭͷ࠷దԽʢͲ͏͍͏৘ใ͕Ͳ͏͍͏ͱ͜Ζʹ͋Δ͔ʣ  ػೳͷ୹བྷԽʢΤΩεύʔτϢʔβʔ޲͚ࢪࡦʣ  ͦΕͰ͍ͯɺҎલͷ࢖༻ײΛେ෯ʹม͑Δ͜ͱ͸͠ͳ͍ʢΤΩεύʔτϢʔβʔ޲͚ࢪࡦʣ
  33. Ͳ͔͜ΒσβΠϯमਖ਼Ҋ͕͘Δ͔ έʔεελσΟ  ਓؒͱਓ޻஌ೳͷϋΠϒϦουͰߦ͏ ΧελϚʔαϙʔταʔϏε  #UP#UP$ͷϓϩμΫτ  ࢖͏ͷ͸໰͍߹ΘͤΛ͍ͨ͠Ϣʔβʔ 

    σβΠϯमਖ਼ҊΛ͍ͨͩ͘ͷ͸ ಋೖ͍͍͍ͯͨͩͯ͠Δ͓٬͞Μ ˠσβΠϯʗϨΠΞ΢τͱͯ͠ͷཪ෇͚͕ཉ͍͠ ҎલͷϓϩμΫτͰ͸
  34. ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ  έʔεελσΟ

  35. ৘ใ഑ஔͷଥ౰ੑ έʔεελσΟ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ ݱߦͷ $"-JOL؅ཧը໘ αΠυϝχϡʔ͸ࠨଆ

  36. ؅ཧը໘ͷ؍࡯  ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ έʔεελσΟ -*/&!."/"(&3 ࠨଆ

  37. ؅ཧը໘ͷ؍࡯  ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ έʔεελσΟ -*/&EFWFMPQFST ࠨଆ

  38. ؅ཧը໘ͷ؍࡯  ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ έʔεελσΟ 'BDFCPPL޿ࠂϚωʔδϟ ࠨଆ

  39. ৘ใ഑ஔͷଥ౰ੑ έʔεελσΟ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ΂͖ʁ  جຊతʹ͸ࠨଆ  Ͳ͏ͯ͠ࠨଆ͕޷·ΕΔͷ͔ݕূ͍ͨ͠ ΍ͬͨ͜ͱ  ݦஶੑϚοϓͰͷ6*֬ೝ

     "#ςετ  ώΞϦϯά
  40. ݦஶੑϚοϓͰͷ 6*֬ೝ έʔεελσΟ ݦஶੑϚοϓ ਓؒͷ؟ٿߏ଄ͷΈΛߟྀͨ͠ͱ͖ͷɺ ը૾಺ͷ໨ͷߦ͖΍͢͞Λ਺ཧϞσϧ͔ΒγϡϛϨʔγϣϯͨ͠΋ͷ ໌Δ͍ͱ͜Ζ͕ ໨ͷߦ͖΍͍͢ͱ͜Ζ ˞ΨϘʔϧϑΟϧλʔΛ࢖ͬͨ৞ΈࠐΈੵ෼ʹͯγϛϡϨʔτ

  41. ݦஶੑϚοϓͰͷ 6*֬ೝ  %FFQ(B[F έʔεελσΟ ΞϧΰϦζϜΛ %FFQ(B[F ʹมߋͯ͠࠶౓֬ೝ ໌Δ͍ͱ͜Ζ͕ ໨ͷߦ͖΍͍͢ͱ͜Ζ

  42. ݦஶੑϚοϓͰͷ 6*֬ೝ  %FFQ(B[F έʔεελσΟ ΞϧΰϦζϜΛ %FFQ(B[F ʹมߋͯ͠࠶౓֬ೝ ໌Δ͍ͱ͜Ζ͕ ໨ͷߦ͖΍͍͢ͱ͜Ζ

     αΠυϝχϡʔ͸஋͕ߴ͘ͳ͍ ݟͨ໨ʗσβΠϯʹ͓͚ΔੜମతͳӨڹ͸গͳͦ͏  αΠυϝχϡʔ͕ࠨଆʹ͋Δͷ͸ɺ͓ͦΒ͘׳शతͳӨڹͰ͸ͳ͍͔ ͜ΕΛ͏͚ͯϢʔβʔςετΛ͓͜ͳͬͯ࠶ௐࠪ
  43. "#ςετ ͱ ώΞϦϯά έʔεελσΟ ϖʔύʔϞοΫΛ͔ͭͬͨϢʔβςετ ҹ৅"#ςετ  ը໘ΠϝʔδΛҹ࡮͢Δ͜ͱͰϖʔύʔϞοΫΛ࡞੒  1$ͷσΟεϓϨΠʹཱ͔͚ͯςετ

     མͪண͘ͱ͓΋͏ํͷҙݟΛ֬ೝ  ൃݴͷ࿦ཧੑΛ֬ೝʢઆ໌Ͱ͖Δ͔Λςετʣ  ؾ࣋ͪѱ͍ͱࢥͬͨํͷҙݟΛ֬ೝ  ൃݴͷ࿦ཧੑΛ֬ೝʢઆ໌Ͱ͖Δ͔Λςετʣ Ϣʔβςετ಺༰
  44. ςετ݁Ռ  "#ςετ ͱ ώΞϦϯά έʔεελσΟ ࠨϝχϡʔͷҙݟ ӈϝχϡʔͷҙݟ  ࠨϝχϡʔͷํ͕҆৺ײ

     ࢖͍΍͍͢ɺ׳Ε͍ͯΔؾ͕͢Δ  ໨ઢ͕ࠨ্͔ΒೖΔͨΊɺϝχϡʔΛ ֬ೝ͔ͯ͠ΒίϯςϯπʹೖΕΔ  ӈϝχϡʔ͸΄ͱΜͲ໨Λ౰ͯͯͳ ͔ͬͨʢݴΘΕͯؾͮ͘ʣ  ӈ͸ߜΓࠐΈͷΑ͏ͳػೳ͕͋Δ΂͖
  45. ςετ݁Ռ  "#ςετ ͱ ώΞϦϯά έʔεελσΟ ࠨϝχϡʔͷҙݟ ӈϝχϡʔͷҙݟ  ࠨϝχϡʔͷํ͕҆৺ײ

     ࢖͍΍͍͢ɺ׳Ε͍ͯΔؾ͕͢Δ  ໨ઢ͕ࠨ্͔ΒೖΔͨΊɺϝχϡʔΛ ֬ೝ͔ͯ͠ΒίϯςϯπʹೖΕΔ  ӈϝχϡʔ͸΄ͱΜͲ໨Λ౰ͯͯͳ ͔ͬͨʢݴΘΕͯؾͮ͘ʣ  ӈ͸ߜΓࠐΈͷΑ͏ͳػೳ͕͋Δ΂͖ ώΞϦϯά݁Ռ͸ ࠨଆϝχϡʔ͕ѹ౗త λονσόΠεͩͱࢥͬͯݟͯ΋Βͬͨࡍ ͚̍݅ͩӈϝχϡʔ͕༗ҙͳҙݟ͕͋ͬͨ
  46. ݕ౼̎ɿϝχϡʔͷάϧʔϐϯά͸Πϝʔδͱ߹ͬͯΔʁ  έʔεελσΟ

  47. ϝχϡʔ಺༰ͷଥ౰ੑ έʔεελσΟ ݕ౼̎ɿϝχϡʔͷάϧʔϐϯά͸Πϝʔδͱ߹ͬͯΔʁ ͜ͷ૊Έ߹Θͤͷ ଥ౰ੑΛ֬ೝ͢Δ ˡάϧʔϓ̍ͭΊ ˡάϧʔϓ̎ͭΊ ˡάϧʔϓ̏ ˡάϧʔϓ̐

  48. Χʔυιʔτ  ϝχϡʔ಺༰ͷଥ౰ੑ έʔεελσΟ ΓΜ͝ Έ͔Μ ͍͔ͭ͘ͷΧʔυ͕͋ͬͯ ׊৭ܥ פ৭ܥ ͦͷଞ

    εΠΧ ϝϩϯ Ͳͷάϧʔϓʹଐ͢Δ͔બΜͰ΋Β͏ ˠΫϩʔζυɾΧʔυιʔτ άϧʔϓΛ͋Β͔͡Ί༻ҙ͠ͳ͍ ˠΦʔϓϯɾΧʔυιʔτ Χʔυιʔτͱ͍͏ςετΛߦ͏
  49. ΦʔϓϯɾΧʔυιʔτͷ෩ܠ έʔεελσΟ

  50. Χʔυιʔτͷܭࢉํ๏ έʔεελσΟ " # $ ಉ͡άϧʔϓ  ڑ཭  ҟͳΔάϧʔϓ

     ڑ཭  ʢͲͷάϧʔϓͱ΋ʣ
  51. Χʔυιʔτूܭ έʔεελσΟ ͢΂ͯͷςετ݁ՌΛ଍͠߹ΘͤΔʢਓͰ͋Ε͹ɺਓ෼ͷڑ཭σʔλΛ଍͠߹ΘͤΔʣ ଍͠߹Θ͚ͤͨͩͱ͸͍͑ɺ͜ͷσʔλ͸ڑ཭ͷެཧΛຬͨ͢ ˠ਺ଟ͘ͷ౷ܭख๏Λ༻͍Δ͜ͱ͕Ͱ͖Δ

  52. ଟ࣍ݩई౓ߏ੒๏  Χʔυιʔτूܭ έʔεελσΟ ͦΕͧΕͷཁૉͷۙ͞Λݟ͑ΔԽͰ͖Δ  ໨ࢹʹͯάϧʔϐϯάͯ͠΋ྑ͍  Ͳ͕ࠞ͜Έ߹͍ͬͯΔ͔ͳͲ ൑அ͢Δ͚ͩͰ΋ྑ͍

  53. ΫϥελʔɾσϯυϩάϥϜ  Χʔυιʔτूܭ έʔεελσΟ ద౰ͳ )FJHIUʢ͖͍͠஋ʣͰ੾Γάϧʔϐϯά  ೖΕࢠϝχϡʔͳͲ΋ҰൃͰߏஙͰ͖Δ

  54. ݕ౼̏ɿJOQVUཁૉͷݟͨ໨ɾڍಈͷܾΊํ͸ʁ  έʔεελσΟ

  55. τάϧϘλϯͷ༏Ґੑ έʔεελσΟ ݕ౼̏ɿ JOQVUཁૉͷݟͨ໨ɾڍಈͷܾΊํ͸ʁ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT ࠨهσβΠϯͷ ༏ҐੑΛݕ౼

  56. ݕূ࣮ݧ  ϝχϡʔ಺༰ͷଥ౰ੑ έʔεελσΟ ࣮ݧ಺༰ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT ඃݧऀ

    ໊  0/0''ͲͪΒ΋બ୒͞Ε͍ͯͳ͍ঢ়ଶͰදࣔ ࢦఆͨ͠બ୒ࢶΛબΜͰ΋Β͏  0/0''ͲͪΒ͔͕બ୒͞Ε͍ͯΔঢ়ଶͰදࣔ બ୒Λ੾Γସ͑ͯ΋Β͏ ͲͪΒ΋̏ඵҎ಺ʹબ୒
  57. બ୒ͷਖ਼֬͞  ύϑΥʔϚϯεϝτϦΫε έʔεελσΟ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT %FTJHO 

    ͚͕ͩஶ͘͠௿͍
  58. બ୒·Ͱͷ଎͞  ύϑΥʔϚϯεϝτϦΫε έʔεελσΟ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT %FTJHO 

     ͕΍΍஗͍
  59. τάϧϘλϯͷ޷Έ  ࣗݾਃࠂϝτϦΫε ࣗ༝໰͍͔͚ έʔεελσΟ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT %FTJHO

    ͕ਓؾ
  60. ૯߹ධՁ  τάϧϘλϯͷ༏Ґੑ έʔεελσΟ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT %FTJHO ͕ߴಘ఺

  61. ૯߹ධՁ  τάϧϘλϯͷ༏Ґੑ έʔεελσΟ 5IPNBT45VMMJT FUBM  8IBUTUIF.PTU&GGFDUJWF8BZUP1SFTFOU5XP4UBUF5PHHMF#VUUPOT %FTJHO ͕ߴಘ఺

    ໘ന͍͜ͱʹ %FTJHO͸ϒϥ΢βඪ४ͷϥδΦϘλϯɻ ݹ͔͘Β࢖ΘΕ͖ͯͯ࢖͍׳Ε͍ͯΔͷ͔ɺ׬੒͞ΕͨσβΠϯ͔ͩͬͨ͸Θ͔Βͳ͍͚ΕͲ छͷதͰ࠷΋ਖ਼֬ੑ͕ߴ͘ɺ͕͔͔࣌ؒΒͣɺݟͨ໨΋޷·ΕΔσβΠϯͷͻͱͭͰ͋Δ͜ͱ͸ؒҧ͍ͳ͍
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  63. ·ͱΊ  69͕ͳʹΛࢦ͍ͯͯ͠ɺͲ͜·ͰΛΧόʔ͢ͱ΂͖ͳͷ͔ ݟͨ໨ɾૢ࡞ײͷؾ࣋ͪΑ͞ͳͲ΋ࣗݾਃࠂϝτϦΫεͰܭଌՄೳ  ͍͔ͭ͘ͷྫʹͯϢʔβϏϦςΟܭଌͷख๏Λ঺հ ΍ͬͯΈΔͱҙ֎ͱ؆୯ͳ࡞ۀͷ܁Γฦ͕͠ଟ͍ ෳࡶͳܭࢉࣜΛཁ͢Δ΋ͷͰ΋ 3΍ 1ZUIPOͰܭࢉՄೳ

     ৽ͨͳܭଌख๏΋ަ͑ͯɺέʔεελσΟΛ঺հ ܭଌख๏͔Βςετํ๏͕૝૾Ͱ͖ͳ͔ͬͨΒɺ ଞਓͷྫΛࢀߟʹ͢Δͱྑ͍
  64. None