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Swapskills_UX_vol.1
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松崎 希
May 11, 2017
Technology
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Swapskills_UX_vol.1
松崎 希
May 11, 2017
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Transcript
ϢʔβʔΤΫεϖϦΤϯεͷͨΊͷ ਓؒத৺ઃܭʢ)$%ʣ )$%/FUೝఆɹਓؒத৺ઃܭઐՈɹদ࡚ر ݄ʢ݄ʣɹʙˏ%F/"ηϛφʔϧʔϜ presented by hcdvalue 1
˙ຊͷΞδΣϯμ ɾਓؒத৺ઃܭͱʁ ɾϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ ɾϢʔβʔΤΫεϖϦΤϯε࣮ݱͷͨΊͷ)$%ϓϩηε ɾϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ ɾ࣮ͰऔΓೖΕ͍ͯ͘ҝʹɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 2
˙͓ئ͍ ɾࣸਅࡱӨͳͲ੍ݶ͋Γ·ͤΜɻ ʢͨͩ͠γϟολʔԻʹྀΛʣ ɾϒϩάɺ5XJUUFSɺ'BDFCPPLͰৼΓฦΓɺ ײͳͲΛ͓ئ͍͠·͢ɻ ɾϋογϡλάɿTXBQTLJMMT ɾεϥΠυৼΓฦΓࣾڞ༗ɾใࠂʹ͓͍͍ͩ͘͞ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE
3
˙ຊͷΰʔϧ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 4
ϢʔβʔΤΫεϖϦΤϯε ʹ͍ͭͯͳΜͱͳ͘ཧղ͢Δɻ ຊͷΰʔϧ ˙ϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 5
˙ϓϩϑΟʔϧ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 6
˙ϓϩϑΟʔϧ দ࡚ɹر IUUQXXXIPLPSJODPN $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 7
˙ϓϩϑΟʔϧ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ʙ 8FCεΫʔϧଔۀޙɺݣϑϦʔϥϯε ʹͯɺ8FCσβΠϯɾίʔσΟϯά 8
˙ϓϩϑΟʔϧ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ʙ 8FCσΟϨΫλʔͱͯ͠ גࣜձࣾΞΠɾΤϜɾδΣΠʹೖࣾɻ 9
˙ϓϩϑΟʔϧ ࢈ۀٕज़େֶӃେֶཤमূ໌ϓϩάϥϜ ਓؒத৺σβΠϯཤम $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ʙ 10
˙ϓϩϑΟʔϧ ࣗܯඋһʹͳΔɻ ࣄ͓ʹೣͷੈɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ʙ 11
˙ϓϩϑΟʔϧ ੨ࢁֶӃେֶཤमূ໌ϓϩάϥϜ ϫʔΫγϣοϓσβΠφʔཤम $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ݄ʙ 12
˙ϓϩϑΟʔϧ ࢈ۀٕज़େֶӃେֶཤमূ໌ϓϩάϥϜ ϓϩδΣΫτϚωδϝϯτ ϓϩϑΣογϣφϧεΫʔϧडߨɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ݄ʙ 13
˙ϓϩϑΟʔϧ ˙)$%/FUೝఆ ਓؒத৺ઃܭઐՈ ˙ϫʔΫγϣοϓσβΠφʔ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 14
˙ਓؒத৺ઃܭͱʁ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 15
ਓؒத৺ઃܭ ˙ਓؒத৺ઃܭͱɻ ɾ)VNBO$FOUFSFE%FTJHOʢ)$%ʣ ɾਓؒத৺σβΠϯɺ Ϣʔβʔத৺σβΠϯʢ6$%ʣ ͱݴ͍·͢ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 16
˙ݱࡏͷ)$%ʹͳΔ·Ͱʹ̎ͭͷைྲྀ͕ ͋ͬͨɻ ˠϤʔϩούͷϒϥΠΞϯɾγϟοέϧΛத ৺ͱͨ͠ʮਓֶؒʯΛϕʔεʹͨ͠ߟ͑ ํɺͷͪʹ*40ܨ͕Δɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ਓؒத৺ઃܭͱɻ 17
ΞϝϦΧͷೝ৺ཧֶऀυφ ϧυɾ"ɾϊʔϚϯ͕ஶॻ ʮ୭ͷͨΊͷσβΠϯʁʯͰ Ϣʔβʔத৺σβΠϯͷ̓ͭ ͷݪଇΛএ͑ɺ͞ΒʹϠί ϒɾχʔϧηϯͱͱʹ ʮϢʔβʔϏϦςΟͷݪ ଇʯΛ࡞ͬͨɻ $PQZSJHIU $
IDEWBMVF"MM3JHIUT3FTFSWFE ˙ਓؒத৺ઃܭͱɻ 18
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ਓؒத৺ઃܭͱɻ ਓؒத৺ͳΜͯ͋ͨΓ·͑ͩΖʂ 19
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ਓؒத৺ઃܭͱɻ ઃܭʁ 20
ਓؒத৺ઃܭ ͍ҙຯͰɺ ʮਓͷܦݧʯΛߟ͑ͳ͕Βɺ σβΠϯΛ͢Δϓϩηεɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ਓؒத৺ઃܭͱɻ 21
˙ϢʔβʔΤΫεϖϦΤϯε ʢ69ʣͱ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 22
˙ϢʔβʔΤΫεϖϦΤϯεΛΘ͔Γ͘͢ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͪΐͬͱؾʹͳΔਓʹ ੜϓϨθϯτΛଃΔʂʂ 23
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛΘ͔Γ͘͢ ͳΜʹ͠Α͏͔ɾɾɾ 24
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛΘ͔Γ͘͢ ʂʂʂʂʂʂʂʂʂʂʂʂʂʂʂ 25
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛΘ͔Γ͘͢ ͓ళͷਓϋοϐʔʂʂ 26
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛΘ͔Γ͘͢ ΈΜͳϋοϐʔʂʂ 27
Ͱɹɹɹɹɹ ɹ ɹ ɹ ͪΐͬͱҙʂʂ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 28
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 6*69 29
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 6*˺69 30
69 ਓֶؒ ϢʔβϏϦςΟ ΞΫηγϏϦςΟ 6* Ϣʔβʔ ϚʔέςΟϯά 8FC εϚʔτϑΥϯ ΞδϟΠϧ
εςʔΫϗϧμʔ ϒϥϯσΟϯά ൢച ϏδϡΞϧσβΠϯ σβΠϯ -FBO69 ϥΠςΟϯά ܦӦੳ ϋʔυΣΞ ιϑτΣΞ γεςϜੳ Ϣʔβʔαϙʔτ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͬͱࢁ ͋Γ·͢ɻ ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 31
69 ਓֶؒ ϢʔβϏϦςΟ ΞΫηγϏϦςΟ 6* Ϣʔβʔ ϚʔέςΟϯά 8FC εϚʔτϑΥϯ ΞδϟΠϧ
εςʔΫϗϧμʔ ϒϥϯσΟϯά ൢച ϏδϡΞϧσβΠϯ σβΠϯ -FBO69 ϥΠςΟϯά ܦӦੳ ϋʔυΣΞ ιϑτΣΞ γεςϜੳ Ϣʔβʔαϙʔτ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͬͱࢁ ͋Γ·͢ɻ ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 31
69 ਓֶؒ ϢʔβϏϦςΟ ΞΫηγϏϦςΟ 6* Ϣʔβʔ ϚʔέςΟϯά 8FC εϚʔτϑΥϯ ΞδϟΠϧ
εςʔΫϗϧμʔ ϒϥϯσΟϯά ൢച ϏδϡΞϧσβΠϯ σβΠϯ -FBO69 ϥΠςΟϯά ܦӦੳ ϋʔυΣΞ ιϑτΣΞ γεςϜੳ Ϣʔβʔαϙʔτ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͬͱࢁ ͋Γ·͢ɻ ϢʔβϏϦςΟϢʔβʔΠϯ λʔϑΣʔε͔ΒͷࢹʮϞ ϊʯͷࢹͰ͢ɺϢʔβʔΤΫ εϖϦΤϯεσβΠϯͰॏཁͳ ͜ͱʮίτʯͷࢹ ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 31
69 ਓֶؒ ϢʔβϏϦςΟ ΞΫηγϏϦςΟ 6* Ϣʔβʔ ϚʔέςΟϯά 8FC εϚʔτϑΥϯ ΞδϟΠϧ
εςʔΫϗϧμʔ ϒϥϯσΟϯά ൢച ϏδϡΞϧσβΠϯ σβΠϯ -FBO69 ϥΠςΟϯά ܦӦੳ ϋʔυΣΞ ιϑτΣΞ γεςϜੳ Ϣʔβʔαϙʔτ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͬͱࢁ ͋Γ·͢ɻ ϢʔβϏϦςΟϢʔβʔΠϯ λʔϑΣʔε͔ΒͷࢹʮϞ ϊʯͷࢹͰ͢ɺϢʔβʔΤΫ εϖϦΤϯεσβΠϯͰॏཁͳ ͜ͱʮίτʯͷࢹ ·ͣ ʮਓͷܦݧʯʮՁʯ ͷࢹ͔Βߟ͑Δ ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 31
ɾ69ଟ͘ͷ֓೦Λแׅ͍ͯ͠Δɻ ɾ̍ͭͷఆٛͰશͯͷ69ͷࢹΛ ݴ͍ද͢ͷ͍͠ɻ ɾਓʹΑͬͯղऍ͕ҟͳΔɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεͷఆٛ 32
˙ϢʔβʔΤΫεϖϦΤϯεͷ ɹఆٛ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 33
γεςϜɺαʔϏεΛ༻ɺ ͋Δ͍ɺ༻Λ༧ͨ͠ͱ͖ͷɺ ਓͷ֮ͱԠ ࠃࡍن֨ɹ*40ʹΑΔఆٛ ˙ϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 34
ᶃϢʔβΤΫεϖϦΤϯεɺ༻લɺ༻ தɺ༻ޙʹى͜Δɺͯ͢ͷϢʔβͷײ ҙݟɺΈɺײ͡ํɺମతɾ৺ཧతͳ ԠɺଶɺୡײΛؚΉɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ 35
ᶄϢʔβΤΫεϖϦΤϯεɺϒϥϯυΠ ϝʔδɺݟͨɺػೳɺγεςϜͷύϑΥʔ ϚϯεɺΠϯλϥΫςΟϒγεςϜͷΠϯλ ϥΫςΟϒͳৼΔ͍ͱࢧԉػೳɺࣄલͷܦ ݧ͔Βੜͨ͡Ϣʔβͷత͓Αͼମతঢ় ଶɺଶɺεΩϧͱύʔιφϦςΟɺར༻ͷ ঢ়گͷ݁ՌͰ͋Δɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE
˙ϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ 36
ᶅϢʔβϏϦςΟΛϢʔβݸਓͷΰʔϧͷࢹ ͔Βղऍ͢Δ߹ɺϢʔβϏϦςΟʹɺ ϢʔβΤΫεϖϦΤϯεʹͬͯయܕతʹੜ ͡Δ֮ײͳͲͷଆ໘ΛؚΉ͜ͱ͕Ͱ͖ ΔɻϢʔβϏϦςΟͷج४Λ༻͍ͯɺϢʔβ ΤΫεϖϦΤϯεͷଆ໘ΛධՁ͢Δ͜ͱ͕Ͱ ͖Δ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE
˙ϢʔβʔΤΫεϖϦΤϯεʢ69ʣͱ 37
˙*40ʹ͍ͭͯɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 38
˙*40 ɾਓؒத৺ઃܭʢϢʔβʔத৺ઃܭʣͷࠃࡍن֨ ɹ*40ʢ+*4;ʣˠ*40ɻ *40&SHPOPNJDTPGIVNBOTZTUFN JOUFSBDUJPO1BSU)VNBODFOUSFEEFTJHOGPS JOUFSBDUJWFTZTUFNT $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 39
˙αϚϦʔ ɾ̐ষɿਓؒத৺తͳࢹͷఏڙ ɹɹɹɹɹϢʔβʔཧղʢεςʔΫϗϧμʔؚʣɺ ɹɹɹɹɹϢʔβʔࢀՃܕσβΠϯʢཧؚΉʣɺ ɹɹɹɹɹϢʔβʔத৺ͷධՁ ෮ϓϩηε ɹɹɹɹɹଟ༷ͳεΩϧΛ࣋ͬͨνʔϜɻ ɾ̑ষɿ)$%ͷϥΠϑαΠΫϧͯ͢ͷஈ֊ʹ͍ͭͯ ɹɹɹɹܭը͞ΕɺΈࠐ·Εͳ͚ΕͳΒͳ͍ɻ ɹɹɹɹϓϩδΣΫτϚωδϝϯτؚΉɻ
ɾ̒ষɿ)$%ϓϩηεʹ͍ͭͯɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40 40
*40 *40 ൃߦ ໊শ ର 69 ΠϯλϥΫςΟϒ γεςϜͷͨΊͷ )$%ϓϩηε
ΠϯλϥΫςΟϒ γεςϜͷͨΊͷ )$%ɹɹɹɹ ΠϯλϥΫςΟϒ γεςϜ αʔϏεΛؚΉ ΠϯλϥΫςΟϒ γεςϜ ݴٴͳ͠ɹ 69ͷఆٛ ˙*40͔Β*40ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 41
˙*40͔Β*40ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ϢʔβϏϦςΟͷ࣮ݱ͔Β ϢʔβʔΤΫεϖϦΤϯεͷ ࣮ݱɺʮϞϊ͔Βίτʯ ਐԽͨ͠ɻ 42
˙69നॻ͔Βͷࢹ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 43
˙69നॻͱɻ ݄ʙ υΠπͷ%BHTUVIMͰߦΘΕͨ69ηϛφʔͷٞͷ༰Λ ·ͱΊͨࢿྉ ٞͷ݁Ռ͕69നॻ 6TFS&YQFSJFODF8IJUF1BQFS ͱ݄ͯ͠ʹҰൠެ։͞Εɺࣗ༝ʹೖखՄೳͰ͢ɻ 63-IUUQXXXBMMBCPVUVYPSHVYXIJUFQBQFS $PQZSJHIU $
IDEWBMVF"MM3JHIUT3FTFSWFE 44
˙69നॻͱɻ ຊͰ)$%ͷ࣮ફΛࢦ͢ίϛϡχςΟͰ͋Δ ʮIDEWBMVFʯ͕ຊޠ༁Λߦ͍ɺ ɹͪ͜Βࣗ༝ʹμϯϩʔυग़དྷ·͢ɻ 63-ɿIUUQTJUFIDEWBMVFPSHEPDT $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 45
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙69നॻ͔Βͷࢹ 69ظؒ UJNFTQBO ͷҧ͍ʹΑͬͯྨ͞ΕΔɻ ɾ༧ظత69ॳΊͯͷར༻ΑΓલͷظؒɺ͋Δ͍Լهͭͷ69ͷظؒҎ֎ͷ͜ͱ ɾҰ࣌త69ΠϯλϥΫγϣϯதʹײ͡ΔײͷಛఆͷมԽ ɾΤϐιʔυత69͋Δಛఆͷར༻Τϐιʔυʹؔ͢ΔධՁ
ɾྦྷੵత69ಛఆͷγεςϜΛ͠Β͘ͷظؒར༻ͨ͠ޙͷݟํ 46
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙69നॻ͔Βͷࢹ 69ظؒ UJNFTQBO ͷҧ͍ʹΑͬͯྨ͞ΕΔɻ ɾ༧ظత69ॳΊͯͷར༻ΑΓલͷظؒɺ͋Δ͍Լهͭͷ69ͷظؒҎ֎ͷ͜ͱ ɾҰ࣌త69ΠϯλϥΫγϣϯதʹײ͡ΔײͷಛఆͷมԽ ɾΤϐιʔυత69͋Δಛఆͷར༻Τϐιʔυʹؔ͢ΔධՁ
ɾྦྷੵత69ಛఆͷγεςϜΛ͠Β͘ͷظؒར༻ͨ͠ޙͷݟํ ͜͜ΈΜͳ͍ͬͯΔɻ 46
˙ྫɹβΫ౾ ˙ྦྷܭສஸΛചΓ্͛ͨɻ ɾ༧ظత69ɿظΛৢ͢ΔΑ͏ͳֻ͚ ɾҰ࣌త69ɿຯී௨ͩɻ ɾΤϐιʔυత69ɿͰࡉ͔͍Έͮ͘Γ ɾྦྷੵత69ɿʁ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 47
˙ྫɹβΫ౾ ˙ྦྷܭສஸΛചΓ্͛ͨɻ ɾ༧ظత69ɿظΛৢ͢ΔΑ͏ͳֻ͚ ɾҰ࣌త69ɿຯී௨ͩɻ ɾΤϐιʔυత69ɿͰࡉ͔͍Έͮ͘Γ ɾྦྷੵత69ɿʁ ɾβΫͱ͏;σβʔτ༷ ɾು༻ζΰοΫ౾ ࠶ੜ࢈͢ΔΈ $PQZSJHIU
$ IDEWBMVF"MM3JHIUT3FTFSWFE 47
˙ྫɹβΫ౾ ˙ྦྷܭສஸΛചΓ্͛ͨɻ ɾ༧ظత69ɿظΛৢ͢ΔΑ͏ͳֻ͚ ɾҰ࣌త69ɿຯී௨ͩɻ ɾΤϐιʔυత69ɿͰࡉ͔͍Έͮ͘Γ ɾྦྷੵత69ɿʁ ɾβΫͱ͏;σβʔτ༷ ɾು༻ζΰοΫ౾ ࠶ੜ࢈͢ΔΈ $PQZSJHIU
$ IDEWBMVF"MM3JHIUT3FTFSWFE ͨΓલ͕ͩɺاը͠ ͨࣾ69ͷίτͳΜ ͯΒͳ͍ɾɾɾ 47
˙69࣮ݱͷͨΊͷ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 48
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 49
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE )$%ສೳͰͳ͍ 49
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE )$%ສೳͰͳ͍ ϢʔβΛΖ͏ 49
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE )$%ສೳͰͳ͍ ϢʔβΛΖ͏ ϢʔβͷίτΛߟ͑Α͏ 49
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE )$%ສೳͰͳ͍ ϢʔβΛΖ͏ ϢʔβͷίτΛߟ͑Α͏ ղܾࡦΛߟ͑Α͏ 49
˙*40ʹ͓͚Δ)$%ϓϩηε $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE )$%ສೳͰͳ͍ ϢʔβΛΖ͏ ϢʔβͷίτΛߟ͑Α͏ ղܾࡦΛߟ͑Α͏ ςετ͠Α͏ 49
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ۩ମతͳख๏ΛͯΊΔ ͱɾɾɾ ˙*40ʹ͓͚Δ)$%ϓϩηε 50
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾຊ࣭తՁநग़๏ ʢϥμϦϯάɾ,"๏ʣ ɾϒϨετ
ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 51
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE දతͳͷ͚ͩͰ͢ɺ ͬͱࢁ͋Γ·͢ɻ ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾຊ࣭తՁநग़๏
ɹʢϥμϦϯάɾ,"๏ʣ ɾϒϨετ ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 51
˙)$%ϓϩηεͷख๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 52
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾຊ࣭తՁநग़๏ ɹʢϥμϦϯάɾ,"๏ʣ ɾϒϨετ
ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 53
ϑΟʔϧυϫʔΫɾΦϒβϕʔγϣϯɾΠϯλϏϡʔ ˙)$%ϓϩηεͷख๏ʢར༻ঢ়گͷѲ ݱௐࠪ ձௐࠪ ࣗࢀՃ ࢀ༩؍ ਓͷߦҝΛ؍ Φϒβϕʔγϣϯ ݱͷਓʹฉ͍ͯΈΔ ΤεϊάϥϑΟοΫ
ΠϯλϏϡʔ ԾϢʔβͰࢼ͢ ΞΫςΟϯάΞτ ମݧऀʹΠϯλϏϡʔ σϓεΠϯλϏϡʔ қ ࣮ࡍʹݱʹߦ͜͏ɻ ͍͠ɺ༧ࢉͳ͍ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 54
ϑΟʔϧυϫʔΫ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ௐࠪରʹ͍ͭͯɺݱΛ࣮ࡍʹ๚Εɺ؍͠ɺฉ͖ औΓௐࠪΞϯέʔτௐࠪΛߦ͏ௐࠪख๏ ˙)$%ϓϩηεͷख๏ʢར༻ঢ়گͷѲ 55
Φϒβϕʔγϣϯ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ਓͷߦҝΛ؍͠ɺൃߦಈσʔλΛه͠ɺ վળΛ໌Β͔ʹ͢Δௐࠪख๏ ˙)$%ϓϩηεͷख๏ʢར༻ঢ়گͷѲ 56
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE Α͘ͳ͍ख๏Ξϯέʔτɻ ਓࣗͷߦҝΛݴޠԽ͢Δ ͷ͕͍͠ɾɾɾ ˙)$%ϓϩηεͷख๏ʢར༻ঢ়گͷѲ 57
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾϒϨετ ɾຊ࣭తՁநग़๏ ʢϥμϦϯάɾ,"๏ʣ
ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 58
ϒϨΠϯετʔϛϯά ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻࣄ߲ͷ໌ࣔʣ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ʮࣗ༝ຉ์ʯʮ࣭ΑΓྔʯʮ൷ݫېʯʮΞΠσΞʹ Δʯͷ̐ݪଇʹԊͬͯɺάϧʔϓͰٞ͢Δํ๏ 59
ຊ࣭తՁநग़ɹϥμϦϯά ࢁͷΠϯλϏϡʔσʔλͳͲ͔Βɺ Ϣʔβʔͷຊ࣭తՁΛநग़͢Δํ๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻࣄ߲ͷ໌ࣔʣ 60
ຊ࣭తՁநग़ɹ,"๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ࢁͷΠϯλϏϡʔσʔλͳͲ͔Βɺ ϢʔβʔͷՁʹͯ͠Ϛοϐϯά͢Δํ๏ ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻࣄ߲ͷ໌ࣔʣ 61
ϖϧιφɾγφϦΦ๏ ࣮ࡍͷΠϯλϏϡʔσʔλ͔Βɺ ԾϢʔβʔΛ࡞͠ɺγφϦΦΛ࡞͢Δํ๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻࣄ߲ͷ໌ࣔʣ 62
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾϒϨετ ɾຊ࣭తՁநग़๏ ɹʢϥμϦϯάɾ,"๏ʣ
ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 63
ϓϩτλΠϐϯά ࣮ࡍʹσβΠϯ͢ΔલʹɺίϯηϓτΛͰ͖Δ͚ͩ ࣮ʹ͍ۙܗͰγϛϡϨʔγϣϯ͠ൃݟΛ͢Δํ๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻΛຬͨ͢ղܾࡦͷ࡞ʣ 64
ΞΫςΟϯάΞτ ϢʔβʔମݧΛੇܶͰԋ͡Δ͜ͱʹΑͬͯɺ ΦʔσΟΤϯε͔ΒϑΟʔυόοΫΛ͍ղܾ͢Δํ๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻΛຬͨ͢ղܾࡦͷ࡞ʣ 65
69δϟʔχʔϚοϓ Ϣʔβʔͷߦಈ՝ɺλονϙΠϯτɺϢʔβʔͷՁ ͳͲΛຕͷϚοϓʹද͢ख๏ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻΛຬͨ͢ղܾࡦͷ࡞ʣ 66
ετʔϦʔϘʔυ ઃܭͨ͠γφϦΦɺϓϩτλΠϓͰϢʔβϏϦςΟςετ Λߦ͍Λൃݟ͢Δख๏ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢϢʔβͷཁٻΛຬͨ͢ղܾࡦͷ࡞ʣ 67
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙*40ʹ͓͚Δ)$%ϓϩηε ɾϑΟʔϧυϫʔΫ ɾΦϒβϕʔγϣϯ ɾΠϯλϏϡʔ ɾϒϨετ ɾຊ࣭తՁநग़๏ ʢϥμϦϯάɾ,"๏ʣ
ɾϖϧιφγφϦΦ๏ ɾϓϩτλΠϐϯά ɾΞΫςΟϯάΞτ ɾ69δϟʔχʔϚοϓ ɾετʔϦʔϘʔυ ɾώϡʔϦεςΟοΫධՁ ɾೝతΥʔΫεϧʔ ɾϓϩτίϧੳ 68
ώϡʔϦεςΟοΫධՁ ઐՈ͕ධՁ࣠ʹԊͬͯɺ͘ઙ͘Λൃݟ͢Δख๏ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢཁٻʹର͢ΔઃܭͷධՁʣ 69
ೝతΥʔΫεϧʔ ࣮ࡍͷϢʔβʔΛΘͣʹɺઐՈ͕ʮλεΫɾΰʔϧʯ ͳͲΛઃఆ͠ɺ࣮ࡍʹςετ͢Δ͜ͱʹΑΓɺΑΓࡉ͔͍ Λൃݟ͢Δख๏ɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢཁٻʹର͢ΔઃܭͷධՁʣ 70
ϓϩτίϧੳ/&ൺ ඃݧऀͷߦಈɺൃ͔ΒΛੳ͢Δɺ /&.ʢNovice Expert ratio MethodʣߋʹͦΕΒΛੳ͢Δɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙)$%ϓϩηεͷख๏ʢཁٻʹର͢ΔઃܭͷධՁʣ
71
˙ϢʔβʔΤΫεϖϦΤϯεΛ ֶͿͨΊʹ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 72
ཤमূ໌ϓϩάϥϜʮਓؒத৺σβΠϯʯ ˙ϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ େֶӃϨϕϧͷ)$%ઐՈΛཆ͢Δࣾձਓ͚ߨ࠲ɻ ࠓ݄։ߍ༧ఆɻʢฏؒɺ༵̍ʣ IUUQBJJUBDKQDFSUJpDBUJPO@QSPHSBNIDEJOEFYIUNM $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 73
ಛఆඇӦར׆ಈ๏ਓਓؒத৺ઃܭਪਐػߏʢ)$%/FUʣ )$%ΛֶͿਓΛࢧԉ͢Δ/10๏ਓ ຖ݄ʙ̎ճఔͷηϛφʔΛ࣮ࢪɻ IUUQXXXIDEOFUPSH $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ 74
69ίϛϡχςΟ ɾ6950,:0ɿIUUQVYUPLZPPSH ɾIDEWBMVFɿIUUQTJUFIDEWBMVFPSH ɾ4IJCVZB69ɿIUUQXXXGBDFCPPLDPN4IJCVZB69 ɾ69)PLLBJEPɿIUUQXXXGBDFCPPLDPNVYIPLLBJEP ɾ694IJ[VPLBɿIUUQTXXXGBDFCPPLDPNQBHFT694IJ[VPLB ɾ690TBLBɿIUUQLPLVDIFFTFDPNFWFOUJOEFY ɾ695PZBNBɿIUUQXXXOFUXPSMEKQOFUTFNJOBS ɾ69,:050ɿIUUQVYLZPUPIBUFOBCMPHDPN ɾ69,BOB[BXBɿIUUQVYLBOB[BXBWJTJPOKQ
ɾ69'VLVJɿIUUQXXXTIJSPLVSPOFUDPCBMU Q ɾ69'VLVPLBɿIUUQTXXXGBDFCPPLDPNHSPVQTVYGVLVPLB $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ 75
֤छஂମ ɾใσβΠϯϑΥʔϥϜɿ IUUQJOGPSNBUJPOEFTJHOGPSVNCMPHTQPUKQ ɾ৽ԣϢʔβϏϦςΟݚڀձɿ IUUQBTBOPLFOKVHFNKQ DJE ɾ8FC69ݚڀձɿ IUUQBTBOPLFOKVHFNKQ FJE ˞࣍ճ݄Λ༧ఆɻࢲ΄Ͳࣄྫհ͠·͢ɻ
$PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ˙ϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ 76
ࢣʹֶͿ ԣσδλϧΞʔπઐֶߍ ઙஐઌੜ IUUQBTBOPLFOKVHFNKQ ઍ༿ۀେֶ ҆౻ণઌੜ IUUQBOEPLFOCMPHTQPUKQ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE
˙ϢʔβʔΤΫεϖϦΤϯεΛֶͿͨΊʹɻ 77
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 78
ϢʔβʔΤΫεϖϦΤϯεΛ͘͠ߟ͑Δ ͜ͱ͋Γ·ͤΜɻ ˙·ͱΊ ୭ʹɺԿΛɺͲ͏ͬͯͬͯɺͲ͏ ͬͯಧ͚Δͷ͔ɺ ಧ͚ͨͦΕຊʹՁ͕͋Δͷ͔ʁ ड͚औͬͨਓຊʹتͿͷ͔ʁ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE
79
˙࣮Ͳ͏औΓೖΕ͍ͯ͘ͷ͔ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 80
˙·ͱΊ ۀͰͯ͢ͷ)$%ϓϩηε௨Γʹߦ͏ ͜ͱ·͍ͣ͠ɻ ࣗͷࣄͷதͰग़དྷΔ͜ͱ͔ΒॳΊͯ ݟΔɻ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE 81
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ͜Μͳ͜ͱͳ͍Ͱ͔͢ʁ 82
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ྫɿձٞΛ·ͱΊͯΈΔɻ 83
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE Ξϯέʔτʁ 84
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ྫɿ؆୯ʹΠϯλϏϡʔͯ͠ΈΔ 85
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ߟ͑Δ͚ͩʁ 86
˙·ͱΊ $PQZSJHIU $ IDEWBMVF"MM3JHIUT3FTFSWFE ྫɿ؆୯ʹςετ͢Δɻ 87
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