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ユーザー体験にフォーカスした管理画面の実装 - Developers Summit 2018 KANSAI

ユーザー体験にフォーカスした管理画面の実装 - Developers Summit 2018 KANSAI

Developers Summit 2018 KANSAI で発表したスライドになります
https://event.shoeisha.jp/devsumi/20180928/session/1809/

Developers Summit 2018 の内容の構成を変え、少し差し込みを入れています。

LeonardoKen Orihara

September 28, 2018
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  1. 69Λྑ͘͠Α͏ͱߟ͑ͨ࣌         

      ͜Μͳݴ༿͕಄ʹු͔Ϳ͔ͱࢥ͍·͢
  2. ʮ69తʹྑ͍ʯΛݟΔ ఆྔతʹ 69ΛධՁ͍ͨ͠ ˠ ϢʔβϏϦςΟܭଌ͕Ұൠత Ͳ͏΍ͬͯ 69Λ ݟΔɾଌΔʁ ༷ʑͳϝτϦΫεΛऔಘ͢Δ ϢʔβʔͷҙݟΛ֬ೝ

    ύϑΥʔϚϯεɺΤϥʔɺߦಈɾੜཧɺ ༷ʑͳ൓ԠΛܭଌʗൺֱ ϢʔβʔΠϯλϏϡʔ΍Ξϯέʔτ ࣗݾਃࠂϝτϦΫεͱ΋  
  3. ύϑΥʔϚϯεϝτϦΫε λεΫ੒ޭ཰ ઃఆͨ͠λεΫ͕੒ޭ͔ͨ͠ ੒ޭ PSࣦഊ λεΫ࣌ؒ λεΫʹ͔͔ͬͨ࣌ؒΛܭଌ Τϥʔ ೖྗϛεɺૢ࡞ϛεΛΧ΢ϯτ ޮ཰

    λεΫͱ͸ؔ܎ͳ͍ૢ࡞ΛΧ΢ϯτ ֶशՄ༻ੑ ճ਺ɾ࣌ؒܦաͰͷ্هύϑΥʔϚϯεͷมԽΛΈΔ Ͳ͏΍ͬͯ 69Λ ݟΔɾଌΔʁ
  4. ໎͍౓  ύϑΥʔϚϯεϝτϦΫε ໎͍౓ ɿλεΫ࣮ߦதʹӾཡͨ͠ҟͳΔϖʔδͷ਺ʢϢχʔΫϏϡʔʣ ɿλεΫ࣮ߦதʹӾཡͨ͠ϖʔδͷ਺ʢϖʔδϏϡʔʣ ɿλεΫΛ׬ྃ͢ΔͨΊͷ࠷খϖʔδ਺ - ׬ᘳͳεςοϓΛ౿Ί͹ 

    - Ҏ্Ͱ໌Β͔ʹ໎ͬͯݟ͑Δ͜ͱ͕ଟ͍ ϖʔδ " ϖʔδ # ϖʔδ # ϖʔδ % ϖʔδ & ϖʔδ # 6 6 2 6 . 0 ϖʔδ $ Ͳ͏΍ͬͯ 69Λ ݟΔɾଌΔʁ
  5. Χ΢ϯλʔόϥϯε ςετॱ൪ֶ͕शՄ༻ੑʹӨڹ͢Δ৔߹ɺ ॱ൪ΛೖΕସ͑Δ͜ͱͰόΠΞεΛແ͘͢ Ϣʔβʔςετͷܭը ࣗಈԠ౴ϝοηʔδΛ࡞੒ͯ͠΋Β͏ ࣮ݧ ݱߦ ৽ ݱߦ ৽

    ໊̒ ໊̓ ˠݱߦͰӡ༻͍ͯ͠Δϝϯόʔ ݱߦ ৽ ˞ ໊̑ ΤΩεύʔτϢʔβʔ ˞  ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ
  6. ܭଌͷ݁Ռ  λεΫ࣌ؒฏۉɺΫϦοΫ ೖྗճ਺ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ    

               λεΫ࣌ؒฏۉ <ඵ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ             ΫϦοΫ ೖྗճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτϢʔ βʔ  
  7.          

        ΫϦοΫ ೖྗճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτϢʔ βʔ ܭଌͷ݁Ռ  λεΫ࣌ؒฏۉɺΫϦοΫ ೖྗճ਺ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ ಉ͡λεΫΛߦ͏ʹ͋ͨͬͯɺ ࣌ؒ୹ॖ͕ߦ͍͑ͯΔ ݮ ݮ                λεΫ࣌ؒฏۉ <ඵ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ ݮ
  8.          

           λεΫ࣌ؒฏۉ <ඵ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ             ΫϦοΫ ೖྗճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτϢʔ βʔ ܭଌͷ݁Ռ  λεΫ࣌ؒฏۉɺΫϦοΫ ೖྗճ਺ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ ಉ͡λεΫΛߦ͏ʹ͋ͨͬͯɺ ΞΫγϣϯ਺ΛݮΒ͍ͤͯΔ ݮ ݮ ݮ
  9.          

         Τϥʔճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ              ໎͍౓ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ ܭଌͷ݁Ռ  Τϥʔ਺ฏۉɺ໎͍౓ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ  
  10.          

           Τϥʔճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ              ໎͍౓ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ ܭଌͷ݁Ռ  Τϥʔ਺ฏۉɺ໎͍౓ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ ݮ ݮ ݮ
  11.          

           Τϥʔճ਺ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ              ໎͍౓ฏۉ <ճ> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτ Ϣʔβʔ ܭଌͷ݁Ռ  Τϥʔ਺ฏۉɺ໎͍౓ฏۉ ࣗಈԠ౴ϝοηʔδઃఆը໘ Λվྑͯ͠ΈΔ
  12. γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ ࣭໰͕ܾΊΒΕ͍ͯΔ ˠଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 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  ϙδςΟϒͳ࣭໰ɾωΨςΟϒͳ࣭໰͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ ҹ৅ͷมԽΛݟΔɾଌΔ
  13. γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ 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. ҹ৅ͷมԽΛݟΔɾଌΔ ࣭໰͕ܾΊΒΕ͍ͯΔ ˠଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ  ܭࢉํ๏͕ಛघ  ϙδςΟϒͳ࣭໰ɾωΨςΟϒͳ࣭໰͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ 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.
  14. γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ 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. ࣭໰͕ܾΊΒΕ͍ͯΔ ˠଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ ҹ৅ͷมԽΛݟΔɾଌΔ  ܭࢉํ๏͕ಛघ  ϙδςΟϒͳ࣭໰ɾωΨςΟϒͳ࣭໰͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ 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
  15. γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ ࣭໰͕ܾΊΒΕ͍ͯΔ ˠଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 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  ϙδςΟϒͳ࣭໰ɾωΨςΟϒͳ࣭໰͕ަޓʹฒͿ ͜Ε͸ෆਖ਼ରࡦʹ΋ͳΔ ҹ৅ͷมԽΛݟΔɾଌΔ
  16. ੡඼ϦΞΫγϣϯΧʔυ &NPUJPO3FTFBSDICZUIF1FPQMF GPSUIF1FPQMF 3PTBMJOE81JDBSE ΞΫηγϒϧ "DDFTTJCMF ΫϦΤΠςΟϒ $SFBUJWF ଎͍ 'BTU

    ҙຯ͕͋Δ .FBOJOHGVM ஗͍ 4MPX ߴ౓ "EWBODFE ΧελϚΠζͰ͖Δ $VTUPNJ[BCMF ॊೈੑ͕͋Δ 'MFYJCMF ΍Δؾʹͤ͞Δ .PUJWBUJOH ચ࿅͞Ε͍ͯΔ 4PQIJTUJDBUFE ΘͣΒΘ͍͠ "OOPZJOH ࠷ઌ୺ $VUUJOHFEHF յΕ΍͍͢ 'SBHJMF ҆શͰͳ͍ /PU4FDVSF ҆ఆ͍ͯ͠Δ 4UBCMF ૌٻྗ͕͋Δ "QQFBMJOH ࣌୅஗Ε %BUFE ৽ຯ͕͋Δ 'SFTI Ձ஋͕ͳ͍ /PU7BMVBCMF ແຯס૩ 4UFSJMF ͱ͖ͬͭ΍͍͢ "QQSPBDIBCMF ޷·͍͠ %FTJSBCMF ਌੾ 'SJFOEMZ حൈ /PWFM ܹࢗత 4UJNVMBUJOH ັྗత "UUSBDUJWF ೉͍͠ %JGGJDVMU ෆຬ͕ͨ·Δ 'SVTUSBUJOH ݹ͍ 0ME ετϨʔτ 4USBJHIU'PSXBSE ୀ۶ #PSJOH ·ͱ·Γ͕ͳ͍ %JTDPOOFDUFE ָ͍͠ 'VO ָ؍త 0QUJNJTUJD FUD  1 1 8 ҹ৅ͷมԽΛݟΔɾଌΔ
  17. γεςϜҹ৅ςετ݁Ռ  γεςϜϢʔβϏϦςΟεέʔϧ       

              γεςϜϢʔβϏϦςΟεέʔϧ <> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτϢʔβʔ ૿ ૿ ૿  γεςϜؒͷҹ৅มԽΛ ݟͯΈΔ
  18. ࣭໰จ͝ͱͷείΞ  γεςϜϢʔβϏϦςΟεέʔϧ 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. 1. 2. 3. 4. 5. 6. 7. 8. 9. Site: ___________________________ 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 Instructions: For each of the following statements, mark one box that best describes your reactions to the website today. 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 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. Please provide any comments about this website: ͜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 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. 1. 2. 3. 4. 5. 6. 7. 8. Site: ___________________________ 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 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. 1. 2. 3. 4. 5. 6. 7. 8. 9. Site: ___________________________ 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 Ͱ্͕Γ෯͕େ͖͔࣭ͬͨ໰จʢϙδςΟϒͳ࣭໰จʣ ৽ ͰԼ͕Γ෯͕େ͖͔࣭ͬͨ໰จʢωΨςΟϒͳ࣭໰จʣ ৽ 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. 1. 2. 3. Site: ___________________________ શ͘ಉҙ Ͱ͖ͳ͍ ඇৗʹ ಉҙͰ͖Δ ͜ͷγεςϜΛසൟʹ࢖͍͍ͨͱࢥ͏ ͜ͷγεςϜ͸ෆඞཁʹෳࡶͩͱࢥͬͨ ͜ͷγεςϜ͸࢖͍΍͍͢ͱࢥͬͨ 㾎 㾎 ݱߦ؅ཧը໘ͷείΞฏۉ ৽؅ཧը໘ͷείΞฏۉ 㾎  㾎  㾎  㾎    㾎  㾎  㾎  㾎    γεςϜؒͷҹ৅มԽΛ ݟͯΈΔ
  19. ݦஶੑϚοϓͰͷ 6*֬ೝ  %FFQ(B[F αΠυϝχϡʔͬͯ ࠨӈͲͬͪʹ͋Δ΂͖ʁ ΞϧΰϦζϜΛ %FFQ(B[F ʹมߋͯ͠࠶౓֬ೝ ໌Δ͍ͱ͜Ζ͕

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

    ࠨଆαΠυϝχϡʔͷҙݟΛ֬ೝ  ӈଆαΠυϝχϡʔͷҙݟΛ֬ೝ Ϣʔβςετ಺༰ αΠυϝχϡʔͬͯ ࠨӈͲͬͪʹ͋Δ΂͖ʁ
  21. ςετ݁Ռ  "#ςετ ͱ ώΞϦϯά ࠨϝχϡʔͷҙݟ ӈϝχϡʔͷҙݟ  ࠨϝχϡʔͷํ͕҆৺ײ 

    ࢖͍΍͍͢ɺ׳Ε͍ͯΔؾ͕͢Δ  ໨ઢ͕ࠨ্͔ΒೖΔͨΊɺϝχϡʔΛ ֬ೝ͔ͯ͠ΒίϯςϯπʹೖΕΔ  ӈϝχϡʔ͸΄ͱΜͲ໨Λ౰ͯͯͳ ͔ͬͨʢݴΘΕͯؾͮ͘ʣ  ӈ͸ߜΓࠐΈͷΑ͏ͳػೳ͕͋Δ΂͖ αΠυϝχϡʔͬͯ ࠨӈͲͬͪʹ͋Δ΂͖ʁ
  22. ςετ݁Ռ  "#ςετ ͱ ώΞϦϯά αΠυϝχϡʔͬͯ ࠨӈͲͬͪʹ͋Δ΂͖ʁ ࠨϝχϡʔͷҙݟ ӈϝχϡʔͷҙݟ 

    ࠨϝχϡʔͷํ͕҆৺ײ  ࢖͍΍͍͢ɺ׳Ε͍ͯΔؾ͕͢Δ  ໨ઢ͕ࠨ্͔ΒೖΔͨΊɺϝχϡʔΛ ֬ೝ͔ͯ͠ΒίϯςϯπʹೖΕΔ  ӈϝχϡʔ͸΄ͱΜͲ໨Λ౰ͯͯͳ ͔ͬͨʢݴΘΕͯؾͮ͘ʣ  ӈ͸ߜΓࠐΈͷΑ͏ͳػೳ͕͋Δ΂͖ ώΞϦϯά݁Ռ͸ ࠨଆϝχϡʔ͕ѹ౗త ࠨϝχϡʔʹ͢Δ͜ͱʹ໰୊ɾ఍߅͸ແ͍ ӈϝχϡʔ͸Ұ໨Ͱ͋Δ͜ͱʹؾ͔ͮͳ͍ͳͲͷ໰୊  
  23. ݕূ࣮ݧ r τάϧϘλϯͷଥ౰ੑ ࣮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୒ JOQVUཁૉͷݟͨ໨ɾڍಈͷ ܾΊํ͸ʁ ͦͷ
  24. ϥϕϧΛϓϨʔεϗϧμʔͰஔ͖׵͑ͯ͸͍͚ͳ͍ཧ༝ 1MBDFIPMEFSTJO'PSN'JFMET"SF)BSNGVM IUUQTXXXOOHSPVQDPNBSUJDMFTGPSNEFTJHOQMBDFIPMEFST  /JFMTFO/PSNBO(SPVQ /JFMTFO /PSNBO (SPVQͷݟղ  ফ͑ΔϓϨʔεϗϧμʔ͸୹ظهԱʹෛՙΛ͔͚Δ

     ϥϕϧ͕ͳ͍ͱɺૹ৴લʹೖྗ֬ೝ͕Ͱ͖ͳ͍  Τϥʔ͕ग़ͨͱ͖ʹͲ͏΍ͬͯ໰୊Λղܾ͢΂͖͔Θ͔Βͳ͍  ϑΥʔΧεͰϓϨʔεϗϧμʔ͕ফ͑ΔͱɺΩʔϘʔυͰϑΥʔΧεΛ͋ͯΔϢʔβʔΛ ΠϥΠϥͤ͞Δ  ೖྗࡁΈͷೖྗཝ͕໨ཱͨͳ͍  ϓϨʔεϗϧμʔΛࣗಈೖྗ͞Εͨσʔλͱצҧ͍͠΍͍͢  ϓϨʔεϗϧμʔΛखಈͰফ͞ͳ͍ͱ͍͚ͳ͍৔߹͕͋Δ JOQVUཁૉͷݟͨ໨ɾڍಈͷ ܾΊํ͸ʁ ͦͷ̎
  25. #FTU ݁ہϥϕϧʹશ෦ॻ͘ 1MBDFIPMEFSTJO'PSN'JFMET"SF)BSNGVM IUUQTXXXOOHSPVQDPNBSUJDMFTGPSNEFTJHOQMBDFIPMEFST  /JFMTFO/PSNBO(SPVQ ϑΥʔϜΛ࢖༻தͷϢʔβʔ ˠϑΥʔϜΛೖྗ͍ͯ͠Δ͚ͩͰ͸ͳ͍  •

    ೖྗ͢Δॅॴͷ֬ೝத • ి࿩தɺϝʔϧͷฦ৴த Ͱ͖Δ͚ͩ୹ظهԱΛ ফ໣ͤ͞ͳ͍࡞Γ͕ඞཁ JOQVUཁૉͷݟͨ໨ɾڍಈͷ ܾΊํ͸ʁ ͦͷ̎
  26. Χʔυιʔτ  ϝχϡʔ಺༰ͷଥ౰ੑ ஆ৭ܥ פ৭ܥ ͦͷଞ ϝϩϯ Ͳͷάϧʔϓʹଐ͔͢બͿ ˠΫϩʔζυɾΧʔυιʔτ άϧʔϓΛ༻ҙ͠ͳ͍

    ˠΦʔϓϯɾΧʔυιʔτ Χʔυιʔτͱ͍͏ςετΛߦ͏ . ΓΜ͝ Έ͔Μ εΠΧ ϝχϡʔͷάϧʔϐϯά͸ ײ֮ͱ߹ͬͯΔʁ
  27. Χʔυιʔτͷܭࢉํ๏ " # $ ಉ͡άϧʔϓ ڑ཭  ҟͳΔάϧʔϓ ڑ཭ 

    ʢͲͷάϧʔϓͱ΋ʣ ϝχϡʔͷάϧʔϐϯά͸ ײ֮ͱ߹ͬͯΔʁ
  28. ΫϥελʔɾσϯυϩάϥϜ  Χʔυιʔτूܭ ద౰ͳ )FJHIUʢ͖͍͠஋ʣͰ੾Γάϧʔϐϯά  ೖΕࢠϝχϡʔͳͲ΋ҰൃͰߏஙͰ͖Δ ϝχϡʔͷάϧʔϐϯά͸ ײ֮ͱ߹ͬͯΔʁ data

    = read.csv(file="matrix.csv", sep=",") cmd = cmdscale(data) plot(cmd) text(cmd, colnames(data)) data = read.csv(file="matrix.csv", sep=",") hc = hclust(dist(data), method="ward.D2") plot(hc, hang=-1, colnames(data[0, ])) ଟ࣍ݩई౓ߏ੒๏ʢ3ʣ ΫϥελʔɾσϯυϩάϥϜʢ3ʣ
  29. UP#޲͚γεςϜΛ࡞ͬͯΈͯݕ౼ͨ͠ࢪࡦ UP#ͩͱ69ͬͯมΘΔʁ  ϛεΦϖΛҾ͖ى͜͞ͳ͍৘ใઃܭ  ҙࢥܾఆ࣌ʹ֬ೝΛଅͨ͠Γ  ݏͰ΋࢖͏έʔεΛ૝ఆ  ෆշʹࢥ͑Δ6*ΛऔΓআ͘

     ࣅͨ࡞ۀΛଟ͘ߦ͏͜ͱΛ૝ఆ  όϧΫͰೖྗͰ͖Δʗޮ཰Խ  ڞ༗͕͠΍͍͢  ฤू్தͷ࡞ۀΛͦͷ··ύεͰ͖ͨΓ UP#޲͚ʹݕ౼ͨ͠ࢪࡦ UP$޲͚ʹ͸ແ͍͍ͯ͘ʁ ؒҧͬͨ૬खʹϝʔϧΛ ޡૹ৴͠·Θͳ͍Α͏ʹ͍ͨ͠ ΞΫςΟϒϢʔβʔ͕ ݮΔ͜ͱʹܨ͕Δ ͍ͬͺ͍ࡱͬͨࣸਅΛ Ϋϥ΢υʹΞοϓ͍ͨ͠ 4/4΁ͷγΣΞ͕؆୯ ಈը΋ࡱ͙ͬͯ͢ૹΕΔ
  30. ఆྔԽʗݟ͑ΔԽ͢ΔϝϦοτ 69Λ޲্ͤ͞Δ࡞ۀ͸͕͔͔࣌ؒΔ        

     γεςϜϢʔβϏϦςΟεέʔϧ <> ݱߦ؅ཧը໘ ৽؅ཧը໘ ݱߦ ৽ ݱߦ ৽ ΤΩεύʔτϢʔβʔ ૿ ૿ ૿ Ϛωʔδϟ΍্௕ʹ ͜Ε͸ͳ͔ͳ͔ޮՌ͋Δ ˠ ࣌ؒΛऔͬͯͰ΋΍Δ΂͖ͱ͍͏ೝࣝ෇͚Λߦ͏ % %