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UXとユーザビリティ計測
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LeonardoKen Orihara
February 14, 2018
Technology
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UXとユーザビリティ計測
CA Base Camp で発表した内容
LeonardoKen Orihara
February 14, 2018
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Transcript
69ͱϢʔβϏϦςΟܭଌ
ંݪ ϨΦφϧυݡʢʣ ೖࣾ ϑϩϯτΤϯυΤϯδχΞ
Ͳ͜·Ͱ͕ 69 Ͳ͏ͬͯ 69ΛݟΔʁ έʔεελσΟ
Ͳ͜·Ͱ͕ 69
6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI/UX 6*69ͱ͍͏୯ޠΑ͘ฒΒΕ·͕͢ɺ ͋·Γྑ͍Έ߹Θͤͱݴ͑ͳ͍Ͱ͠ΐ͏
6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI/UX
6*ͱ 69 Ͳ͜·Ͱ͕ 69 UI UX ˞ ͔Βݟͨ ͷ߹ UI
UX UI∈UX ͦΕͧΕͷ୲ྖҬ͕ҟͳ͍ͬͯͯ ߟ͑ํ͕ҧ͍·͢
69ͷൣғͲ͜ Ͳ͜·Ͱ͕ 69 ·࣮ͨళฮ
69ͱͯ͠ݕ౼͖͢ൣғ͜ͷΠϥετ͚ͩͷൣғͰ͋Γ·ͤΜ
69ͷൣғͲ͜ Ͳ͜·Ͱ͕ 69 ݟͨͷҹ पΓ͔Βͷҹ ޙ
खݩʹಧ͍ͨޙपΓ͔Βͷҹ͕69ʹىҼͨ͠Γ ྑ͍ମݧ͔Βɺ࣍ͷߪങʹͭͳ͕Δ͜ͱ͋Γ·͢
69ͷൣғͲ͜ Ͳ͜·Ͱ͕ 69 ·࣮ͨళฮ &$αΠτͰ৮
PS ࠂʹ৮ ࣅͨࢠͷ ਓΛΈͨ ͬͱݴ͑ঁੑ͕ࢠΛཉ͍͠ͱࢥͬͨཧ༝͋Δ͔͠Ε·ͤΜ
69ͷൣғͲ͜ Ͳ͜·Ͱ͕ 69 ·࣮ͨళฮ ݟͨͷҹ पΓ͔Βͷҹ
ޙ &$αΠτͰ৮ PS ࠂʹ৮ ࣅͨࢠͷ ਓΛΈͨ ༧ظత69 ॠؒత69 Τϐιʔυత69 ྦྷੵత69 ྦྷੵత69ϒϥϯυΠϝʔδͱݴ͑·͢
69Λߟ͑Δͱ͍͏͜ͱ 69Λղ͢Δͱ 69σβΠϯ ʹ ϢʔβʹͱͬͯͷతΛୡ͢ΔͨΊʹԿ͕ඞཁ͔ಥ͖ࢭΊΔ͜ͱ Ͳ͜·Ͱ͕ 69 DX CX σδλϧදݱͰͷମݧΛ
Ͳ͏ઃܭ͢Δ͔ $.ΛΈ͔ͯΒΛങ͏·Ͱ Ұ؏ͯ͠Ϣʔβʔͷ໘ΛΈΔ
69ʹࣅͨߟ͑ํ ࣅͨΑ͏ͳߟ͑ํ༷ʑͳʹଘࡏ͢Δ Ͳ͜·Ͱ͕ 69 HCD HM FA ਓʑ͕ཉ͍͠ͱࢥ͍ͬͯΔ͜ͱ͕ ԿͰ͋Δ͔Λத৺ͱͯ͠ ΠϯλϑΣʔεΛ࠷దԽ͢Δ
ҩऀױऀͷපؾΛ࣏͢͜ͱ͕ తͰͳ͘ɺපؾͷഎޙʹӅ ΕͨΛऔΓআ͘͜ͱ·Ͱઃ ܭ͖͢ త͕ୡ͞ΕΔͷͰ͋Ε खஈͳΜ͔ͩͬͯ·Θͳ͍
Ͳ͏ͬͯ 69ΛݟΔʗଌΔ
ʮ69తʹྑ͍ʯΛݟΔ ఆྔతʹ 69ΛධՁ͍ͨ͠ ˠ ϢʔβϏϦςΟܭଌ͕Ұൠత Ͳ͏ͬͯ 69ΛݟΔʁ ༷ʑͳϝτϦΫεΛऔಘ͢Δ ϢʔβʔͷҙݟΛ֬ೝ ύϑΥʔϚϯεɺΤϥʔɺߦಈɾੜཧɺ
༷ʑͳԠΛܭଌʗൺֱ ϢʔβʔΠϯλϏϡʔΞϯέʔτ ࣗݾਃࠂϝτϦΫεͱ
ϢʔβϏϦςΟςετͷλΠϛϯά Ͳ͏ͬͯ 69ΛݟΔʁ খ͞ͳػೳΛ࣮ͨ͠λΠϛϯά ̍ͭͷΈΛ࣮ͨ͠λΠϛϯά ೖྗϑΥʔϜɺΩϟϥͷϞʔγϣϯɺϝχϡʔͷ࡞ ઃఆมߋը໘ɺ̍ͭͷεςʔδɺ·ͨγεςϜͷ ඇޮɺΤϥʔΛট͍͍ͯΔՕॴͷ֬ೝ తୡΛ્ΜͰ͍ΔϞϊͳ͍͔ ˠ"#ςετɺύϑΥʔϚϯεܭଌɺߦಈ؍ଌɺFUD
ܗతΞϓϩʔν ૯ׅతΞϓϩʔν ͷඪ͕Ͳ͜·Ͱୡ͞Ε͔ͨ ଞࣾͱൺͯͲ͏͔ લͷͷϦϦʔεͱൺͯվྑ͞Ε͔ͨ ˠࣗݾਃࠂϝτϦΫεܭଌɺҹௐࠪɺFUD
λΠϛϯάͷྫ Ͳ͏ͬͯ 69ΛݟΔʁ ·࣮ͨళฮ ݟͨͷҹ पΓ͔Βͷҹ
ޙ &$αΠτͰ৮ PS ࠂʹ৮ ࣅͨࢠͷ ਓΛΈͨ ͨͱ͑͋ͳ͕ͨ ͷϖʔδΛ࡞͍ͬͯΔͱͨ͠Β ͜͜Ͱ ࣄલΞϯέʔτ ʢࣗݾਃࠂϝτϦΫεʣ "#ςετ ύϑΥʔϚϯεܭଌɺߦಈ؍ଌ ʢύϑΥʔϚϯεϝτϦΫεɺߦಈɾੜཧϝτϦΫεʣ ࣄޙΞϯέʔτɺҹௐࠪ ʢࣗݾਃࠂϝτϦΫεʣ ʢςετ༰ྫ͑ʣ
ύϑΥʔϚϯεϝτϦΫε Ͳ͏ͬͯ 69ΛݟΔʁ λεΫޭ ઃఆͨ͠λεΫ͕ޭ͔ͨ͠ ޭ PSࣦഊ λεΫ࣌ؒ λεΫʹ͔͔ͬͨ࣌ؒΛܭଌ Τϥʔ
ೖྗϛεɺૢ࡞ϛεΛΧϯτ ޮ λεΫͱؔͳ͍ૢ࡞ΛΧϯτ ֶशՄ༻ੑ ճɾ࣌ؒܦաͰͷ্هύϑΥʔϚϯεͷมԽΛΈΔ
ΤϥʔϝτϦΫεͰผՄೳͩͬͨ Ͳ͏ͬͯ 69ΛݟΔʁ #VUUFSGMZCBMMPU "-(03&ʹථ͠Α͏ͱͨ͠ਓ͕ ্͔Β̎ͭͷ݀Λ։͚ͯ͠·͏
໎͍ ύϑΥʔϚϯεϝτϦΫε Ͳ͏ͬͯ 69ΛݟΔʁ ໎͍ ɿλεΫ࣮ߦதʹӾཡͨ͠ҟͳΔϖʔδͷʢϢχʔΫϏϡʔʣ ɿλεΫ࣮ߦதʹӾཡͨ͠ϖʔδͷʢϖʔδϏϡʔʣ ɿλεΫΛྃ͢ΔͨΊͷ࠷খϖʔδ -
ᘳͳεςοϓΛ౿Ί - Ҏ্Ͱ໌Β͔ʹ໎ͬͯݟ͑Δ͜ͱ͕ ଟ͍ ϖʔδ " ϖʔδ $ ϖʔδ # ϖʔδ & ϖʔδ ' ϖʔδ % ϖʔδ#ϧʔτ ϖʔδ$ %ϧʔτ
நग़͞Εͨͷਅِ Ͳ͏ͬͯ 69ΛݟΔʁ ϢʔβϏϦςΟςετͷதͰਓ͚͕ͩΛग़ͨ͠߹ ҎԼͷ؍͔Βͦͷ͕ਖ਼͍͔͠Λஅ ಉ͕͡ଟ͘ͷूஂͰ܁Γฦ͞ΕΔ͔ΛݟۃΊΔ ϢʔβϏϦςΟςετΛճͬͨͱ͖ɺಉ͕͡࠶ൃੜ͢Δ͔ Λग़ͨ͠Ϣʔβʔͷҙࢥܾఆ͕ཧత͔ Ϣʔβʔͷߦಈɾࢥߟϓϩηεɾೝࣝɾҙࢥܾఆ͕ཧత͔͍͔͚Δ ࢥߟॱংʹҰ؏ੑ͕͋Εਅͷɺઆ໌Ͱ͖ͳ͚ΕಛघέʔεͷՄೳੑ͕ߴ͍
ࣗݾਃࠂϝτϦΫε Ͳ͏ͬͯ 69ΛݟΔʁ ͍ΘΏΔΞϯέʔτ ࣗ༝ͳ͍͔͚ͷΞϯέʔτ ͱ ܾΊΒΕͨΈͷΞϯέʔτ ͕͋Δ ϦοΧʔτई
ࣗ༝͍͔͚ ඇৗʹಉҙͰ͖Δ ಉҙͰ͖Δ ͲͪΒͱݴ͑ͳ͍ ಉҙͰ͖ͳ͍ ·ͬͨ͘ಉҙͰ͖ͳ͍ ࣭ʹରͯ̑͠ PS̓ஈ֊ͷճ ฉ͖͍ͨ͜ͱʹ͍͔ͭͯͬ͠Γฉ͘ ɾٳ͍͍ͨͰ͔͢ ɾૢ࡞ײؾ࣋ͪΑ͔ͬͨͰ͔͢
4%๏ Ͳ͏ͬͯ 69ΛݟΔʁ 4%๏ ࣗ༝͍͔͚ ඒ͍͠ ײ֮Λ͏ͱ͖ͳͲʹ͑Δ ɾҙ ݴ༿ͷମ֎తͳҙຯΛཧղ͢Δඞཁ͕͋ΔʢʗͰͳ͍ɺʗఢҙ͕͋Δ
ͳͲ͕ଥ͔ʣ ृ͍ ໌Δ͍ ҉͍ ͍ ྫྷ͍ͨ ˡ͜ͷࠩ୯७ʹԽ͢Δ͜ͱͰ͖ͳ͍ ʢ࣭తσʔλͷͨΊʣ ·ͨɺ ͱ
ϢʔβϏϦςΟϚάχνϡʔυਪఆ๏ Ͳ͏ͬͯ 69ΛݟΔʁ ϢʔβϏϦςΟϚάχνϡʔυਪఆ๏ ࣗ༝͍͔͚ ײ֮ΛൺֱͰ͖Δσʔλʹ͢ΔʢσβΠϯγεςϜͱஔ͖͑ͯྑ͍ʣ ᶃ ࠷ॳʹݟͤͨσβΠϯ
ᶄ ଓ͍ͯݟͤͨσβΠϯ ᶅ ৽ͨʹܭଌͨ͠σβΠϯσβΠϯ ϢʔβʔʹϞϊαγΛ࡞ͬͯΒ͍ɺͦΕͧΕͷσβΠϯ͕Կഒࠩ͋Δ͔ٻΊΔ ˠϢʔβ͝ͱʹ YYഒࠩ ͕ٻ·Γɺ͜ͷൺֱͰ͖ΔʢִؒईʹͳΔʣ
γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏ͬͯ 69ΛݟΔʁ ܾΊΒΕͨΈʹԊ͏ϝϦοτɿ ˠࣗͰܭଌ͍ͯ͠ͳ͍ ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨΈ 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 ͜Εෆਖ਼ରࡦʹͳΔ
ܭࢉํ๏͕ಛघ ϝϦοτɾσϝϦοτ͕ަޓʹฒͿ ͜Εෆਖ਼ରࡦʹͳΔ γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏ͬͯ 69ΛݟΔʁ ܾΊΒΕͨΈʹԊ͏ϝϦοτɿ ˠࣗͰܭଌ͍ͯ͠ͳ͍
ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨΈ 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.
ܭࢉํ๏͕ಛघ ϝϦοτɾσϝϦοτ͕ަޓʹฒͿ ͜Εෆਖ਼ରࡦʹͳΔ γεςϜϢʔβϏϦςΟɾεέʔϧʢ464ʣ Ͳ͏ͬͯ 69ΛݟΔʁ ܾΊΒΕͨΈʹԊ͏ϝϦοτɿ ˠࣗͰܭଌ͍ͯ͠ͳ͍
ଞࣾσʔλͳͲͱরΒ͠߹ΘͤΔ͜ͱ͕Ͱ͖Δ 464 ܾΊΒΕͨΈ 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 ͜ͷγεςϜΛසൟʹ͍͍ͨͱࢥ͏ ͜ͷγεςϜෆඞཁʹෳࡶͩͱࢥͬͨ ͜ͷγεςϜ͍͍͢ͱࢥͬͨ ͜ͷγεςϜΛ͑ΔΑ͏ʹͳΔʹɺ ςΫχΧϧαϙʔτ͕ඞཁͩͱࢥ͏ ͜ͷγεςϜͷ͞·͟·ͳػೳ͕Α͘ ·ͱ·͍ͬͯΔͱࢥͬͨ ͜ͷγεςϜҰ؏ੑ͕ͳ͍ͱ͜Ζ͕ ͨ͘͞Μ͋Δͱࢥͬͨ ΄ͱΜͲͷਓ͕͜ͷγεςϜͷ͍ํΛ ؆୯ʹֶΔͱࢥ͏ ͜ͷγεςϜඇৗʹѻ͍ʹ͘ ͍ͱࢥͬͨ ͜ͷγεςϜΛ͍ͬͯͯඇৗʹࣗ৴͕࣋ͯͨ ͜ͷγεςϜΛ͍࢝ΊΔલʹͨ͘͞Μͷ ͜ͱΛֶͳ͚ΕͳΒͳ͍ͱࢥͬͨ
5JQTl4QFFE#VNQTz Ͳ͏ͬͯ 69ΛݟΔʁ Ξϯέʔτ͕ଟ͍ʗ͍ͱɺదͳճ͕૿͑Δ ˠ͜ͷΑ͏ͳσʔλഁغ͠ͳ͚Ε৴ጪੑ͕ࣦΘΕΔ 4QFFE#VNQT IUUQVYNFUSJDTHFFLDPN +FGG4BVSP ΒͷݚڀʹΑΔͱ IUUQTNFBTVSJOHVDPNDIFBUTVSWFZ
ฏۉͰ ͷϢʔβʔ͕ 4QFFE#VNQT ʹҾ͔͔͍ͬͬͯΔ 4QFFE#VNQT
ͦͷଞͷௐࠪථ Ͳ͏ͬͯ 69ΛݟΔʁ ίϯϐϡʔλγεςϜɾϢʔβϏϦςΟௐࠪථʢ$462ʣ ܾΊΒΕͨΈ ϢʔβΠϯλʔϑΣʔεຬௐࠪථʢ26*4ʣ ܾΊΒΕͨΈ ࣮༻ੑɾຬɾ͍͢͞ௐࠪථʢ64&ʣ
ܾΊΒΕͨΈ
ϢʔβϏϦςΟςετԿਓඞཁ͔ Ͳ͏ͬͯ 69ΛݟΔʁ ͷϢʔβϏϦςΟςετ̑ਓͰेͱݴΘΕ͍ͯΔ /*&-4&/PO.BSDI IUUQTXXXOOHSPVQDPNBSUJDMFTXIZZPVPOMZOFFEUPUFTUXJUIVTFST Ϣʔβʔ໊͕ൃݟͰ͖Δͷׂ߹ ਓͷϢʔβ͕ൃݟͰ͖Δͷׂ߹
ҎԼͷࣜʹͳΔ Ϣʔβʔ ໊̑ͷ߹ ໊̑ͷϢʔβʔͰݟ͔ͭͬͨमਖ਼ޙɺ ͞ΒʹςετΛߦ͏͜ͱ͕༗ޮ
έʔεελσΟ
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ϛεΦϖϨʔγϣϯͷݮগ ใઃܭͷ࠷దԽʢͲ͏͍͏ใ͕Ͳ͏͍͏ͱ͜Ζʹ͋Δ͔ʣ ػೳͷབྷԽʢΤΩεύʔτϢʔβʔ͚ࢪࡦʣ ͦΕͰ͍ͯɺҎલͷ༻ײΛେ෯ʹม͑Δ͜ͱ͠ͳ͍ʢΤΩεύʔτϢʔβʔ͚ࢪࡦʣ
Ͳ͔͜ΒσβΠϯमਖ਼Ҋ͕͘Δ͔ έʔεελσΟ ਓؒͱਓೳͷϋΠϒϦουͰߦ͏ ΧελϚʔαϙʔταʔϏε #UP#UP$ͷϓϩμΫτ ͏ͷ͍߹ΘͤΛ͍ͨ͠Ϣʔβʔ
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ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ͖ʁ έʔεελσΟ
ใஔͷଥੑ έʔεελσΟ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ͖ʁ ݱߦͷ $"-JOLཧը໘ αΠυϝχϡʔࠨଆ
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ཧը໘ͷ؍ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ͖ʁ έʔεελσΟ -*/&EFWFMPQFST ࠨଆ
ཧը໘ͷ؍ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ͖ʁ έʔεελσΟ 'BDFCPPLࠂϚωʔδϟ ࠨଆ
ใஔͷଥੑ έʔεελσΟ ݕ౼̍ɿαΠυϝχϡʔͬͯࠨӈͲͬͪʹ͋Δ͖ʁ جຊతʹࠨଆ Ͳ͏ͯ͠ࠨଆ͕·ΕΔͷ͔ݕূ͍ͨ͠ ͬͨ͜ͱ ݦஶੑϚοϓͰͷ6*֬ೝ
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ݦஶੑϚοϓͰͷ 6*֬ೝ έʔεελσΟ ݦஶੑϚοϓ ਓؒͷ؟ٿߏͷΈΛߟྀͨ͠ͱ͖ͷɺ ը૾ͷͷߦ͖͢͞ΛཧϞσϧ͔ΒγϡϛϨʔγϣϯͨ͠ͷ ໌Δ͍ͱ͜Ζ͕ ͷߦ͖͍͢ͱ͜Ζ ˞ΨϘʔϧϑΟϧλʔΛͬͨΈࠐΈੵʹͯγϛϡϨʔτ
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ݕ౼̎ɿϝχϡʔͷάϧʔϐϯάΠϝʔδͱ߹ͬͯΔʁ έʔεελσΟ
ϝχϡʔ༰ͷଥੑ έʔεελσΟ ݕ౼̎ɿϝχϡʔͷάϧʔϐϯάΠϝʔδͱ߹ͬͯΔʁ ͜ͷΈ߹Θͤͷ ଥੑΛ֬ೝ͢Δ ˡάϧʔϓ̍ͭΊ ˡάϧʔϓ̎ͭΊ ˡάϧʔϓ̏ ˡάϧʔϓ̐
Χʔυιʔτ ϝχϡʔ༰ͷଥੑ έʔεελσΟ ΓΜ͝ Έ͔Μ ͍͔ͭ͘ͷΧʔυ͕͋ͬͯ ৭ܥ פ৭ܥ ͦͷଞ
εΠΧ ϝϩϯ Ͳͷάϧʔϓʹଐ͢Δ͔બΜͰΒ͏ ˠΫϩʔζυɾΧʔυιʔτ άϧʔϓΛ͋Β͔͡Ί༻ҙ͠ͳ͍ ˠΦʔϓϯɾΧʔυιʔτ Χʔυιʔτͱ͍͏ςετΛߦ͏
ΦʔϓϯɾΧʔυιʔτͷ෩ܠ έʔεελσΟ
Χʔυιʔτͷܭࢉํ๏ έʔεελσΟ " # $ ಉ͡άϧʔϓ ڑ ҟͳΔάϧʔϓ
ڑ ʢͲͷάϧʔϓͱʣ
Χʔυιʔτूܭ έʔεελσΟ ͯ͢ͷςετ݁ՌΛ͠߹ΘͤΔʢਓͰ͋ΕɺਓͷڑσʔλΛ͠߹ΘͤΔʣ ͠߹Θ͚ͤͨͩͱ͍͑ɺ͜ͷσʔλڑͷެཧΛຬͨ͢ ˠଟ͘ͷ౷ܭख๏Λ༻͍Δ͜ͱ͕Ͱ͖Δ
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ΫϥελʔɾσϯυϩάϥϜ Χʔυιʔτूܭ έʔεελσΟ దͳ )FJHIUʢ͖͍͠ʣͰΓάϧʔϐϯά ೖΕࢠϝχϡʔͳͲҰൃͰߏஙͰ͖Δ
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৽ͨͳܭଌख๏ަ͑ͯɺέʔεελσΟΛհ ܭଌख๏͔Βςετํ๏͕૾Ͱ͖ͳ͔ͬͨΒɺ ଞਓͷྫΛࢀߟʹ͢Δͱྑ͍
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