Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Ruby講義 第6回
Search
Kuniaki IGARASHI
May 18, 2012
Technology
3
11k
Ruby講義 第6回
2012.5.17 Wikipediaアクセス解析(前編)
Kuniaki IGARASHI
May 18, 2012
Tweet
Share
More Decks by Kuniaki IGARASHI
See All by Kuniaki IGARASHI
roppongirb_20250911
igaiga
1
490
igaiga Ruby Association Activity Report 2025 LT
igaiga
1
97
KaigiOnRails2024
igaiga
11
19k
RuboSensei
igaiga
0
300
Shibuya.rb-2023-04-27-igaiga
igaiga
1
540
Ginza Rails27 igaiga
igaiga
9
14k
tork09igaiga
igaiga
2
360
Road to white mages
igaiga
1
720
Road to white mages
igaiga
8
4.1k
Other Decks in Technology
See All in Technology
Retrospectiveを振り返ろう
nakasho
0
130
コンパウンド組織のCRE #cre_meetup
layerx
PRO
1
290
現場の壁を乗り越えて、 「計装注入」が拓く オブザーバビリティ / Beyond the Field Barriers: Instrumentation Injection and the Future of Observability
aoto
PRO
1
690
もう外には出ない。より快適なフルリモート環境を目指して
mottyzzz
13
11k
AIを使ってテストを楽にする
kworkdev
PRO
0
260
.NET 10のBlazorの期待の新機能
htkym
0
150
オブザーバビリティが育むシステム理解と好奇心
maruloop
3
1.6k
CNCFの視点で捉えるPlatform Engineering - 最新動向と展望 / Platform Engineering from the CNCF Perspective
hhiroshell
0
140
OTEPsで知るOpenTelemetryの未来 / Observability Conference Tokyo 2025
arthur1
0
320
abema-trace-sampling-observability-cost-optimization
tetsuya28
0
360
OpenCensusと歩んだ7年間
bgpat
0
180
書籍『実践 Apache Iceberg』の歩き方
ishikawa_satoru
0
230
Featured
See All Featured
Making Projects Easy
brettharned
120
6.4k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
34
2.3k
Automating Front-end Workflow
addyosmani
1371
200k
How to Think Like a Performance Engineer
csswizardry
27
2.1k
GraphQLとの向き合い方2022年版
quramy
49
14k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.7k
Fashionably flexible responsive web design (full day workshop)
malarkey
407
66k
What's in a price? How to price your products and services
michaelherold
246
12k
Statistics for Hackers
jakevdp
799
220k
Building a Scalable Design System with Sketch
lauravandoore
463
33k
Large-scale JavaScript Application Architecture
addyosmani
514
110k
Become a Pro
speakerdeck
PRO
29
5.6k
Transcript
3VCZߨٛ ୈճ3VCZೖ ,VOJBLJ*("3"4)*JHBJHB BUҰڮେֶ ࣾձՊֶʹ͓͚Δใٕज़ͱίϯςϯπ࡞ᶙ χϑςΟגࣜձࣾدෟߨٛ
χϑςΟגࣜձࣾ ఏڙ
ߨࢣ ޒेཛྷ໌ גࣜձࣾສ༿ɹΤϯδχΞ
5FBDIJOH"TTJTUBOU ᖛ࡚݈ޗ ΫοΫύουגࣜձࣾɹΤϯδχΞ
ઌिͷ ͓͞Β͍
ྻ "SSBZ ڭՊॻ Qʙ ΄͔ͷΦϒδΣΫτͷೖΕͷ ࡞Γํͷྫɿ OBNFT<zޒेཛྷz zᖛ࡚z> OVNCFST<
>
ྻ "SSBZ ֓೦ਤ OBNFT<zޒेཛྷz zᖛ࡚z> 4USJOH ΦϒδΣΫτ OBNFT ޒेཛྷ ᖛ࡚
"SSBZ ΦϒδΣΫτ ม
ྻ͔ΒಡΈࠐΉ ൪߸ JOEFY Λࢦఆͯ͠ಡΈࠐΈ OBNFT<zޒेཛྷz zᖛ࡚z> OBNFT<>ˠzޒेཛྷz OBNFT<>ˠzᖛ࡚z ࠷ॳͷཁૉ൪Ͱ͢ɻ࢝·ΓͰͳ͍ͷͰҙͰ͢ɻ
ྻՃ͢Δ ྻͷඌʹΦϒδΣΫτΛՃ͢Δʹ QVTIϝιουΛ͍·͢ɻ OBNFT<zޒेཛྷz zᖛ࡚z> OBNFTQVTI ࢁా QOBNFTˠ<zޒेཛྷz zᖛ࡚z zࢁాz>
ྻͷ܁Γฦ͠ॲཧ ڭՊॻ Qʙ FBDIͰதΛॱ൪ʹॲཧ͢Δ ͷ͢͝ʔʔʔ͘େࣄʂʂʂ ྻFBDIEPcมc ܁Γฦ͍ͨ͠ॲཧ FOE
ϋογϡ )BTI ڭՊॻ Qʙ ΄͔ͷΦϒδΣΫτͷೖΕͷ ɹΩʔͱͷΛ࣋ͯ·͢ɻͳΜͰೖΓ·͢ɻ ࡞Γํͷྫɿ SFDJQF\ UJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚^
ɹˢΩʔˢ
ˡUJUMF EFTDSJQUJPOˢ BVUIPSˢ JOHSFEJFOUTˠ SFDJQF\ UJUMFΦʔιυοΫεͳͱΜ͔ͭ BVUIPSINTLQBE EFTDSJQUJPO༲ָ͍͛͠ɺಲ͍҆ɺ ιʔε؆୯ JOHSFEJFOUT<লུ>^
)BTIΛ͏ ͱ͜Μͳײ͡ Ͱ·ͱΊΒΕ ·͢
γϯϘϧ ڭՊॻ Qʙ ϥϕϧͱͯ͠͏จࣈྻతͳͷ UJUMF γϯϘϧʹ͢Δʹઌ಄ʹΛ͚Δ
ϋογϡ͔ΒಡΈࠐΉ ϋογϡ໊<Ωʔ>ͰಡΈࠐΈ·͢ɻ SFDJQF\UJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚^ QSFDJQF<UJUMF>ˠ—ՆͷδϟϜ— QSFDJQF<BVUIPS>ˠᖛ࡚
ϋογϡՃ͢Δ ϋογϡ໊<Ωʔ>֨ೲ͍ͨ͠ΦϒδΣΫτ ಉ͡ΩʔͷཁૉՃෆՄ ্ॻ͖ ϋογϡΦϒδΣΫτͰΩʔ།Ұͷͷ ϢχʔΫ SFDJQF\UJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚^ SFDJQF<VSM>IUUQDPPLQBEDPNSFDJQFYYY Ճޙ
QSFDJQFˠ\UJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚ VSMIUUQDPPLQBEDPNSFDJQFYYY^
ϋογϡͷ܁Γฦ͠ॲཧ ڭՊॻ Qʙ "SSBZͱಉ͡Ͱ͕͢ɺมΛݸͱΓ·͢ɻ ϋογϡFBDIEPcΩʔͷม ͷมc ܁Γฦ͍ͨ͠ॲཧ FOE SFDJQF\UJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚^
SFDJQFFBDIEPcL Wc QSJOUL W aO FOE ˠUJUMF—ՆͷδϟϜ— BVUIPSᖛ࡚
"SSBZͱ)BTIͷ͍͚ "SSBZॱ൪͕ܾ·ͬͯΔ͍Εͷ ɾฒͼॱ͕ॏཁͳͷ ɾσʔλΛॏෳ͍ͤͨ͞߹ʹར༻ )BTIΩʔ ໊ࡳ Λ͚ΒΕΔ͍Εͷ ɾॱ൪͕อ࣋͞Εͳͯ͘ࠔΒͳ͍ͷ ɹɹ˞3VCZ͔Β)BTIॱ൪Λอ࣋͠·͢ɻ ɾΩʔ͕ॏෳ͠ͳ͍߹ʹར༻
OJM ڭՊॻ Q ʮͳ͍ʯ͜ͱΛද͢ΦϒδΣΫτ ྫ͑ɺϋογϡͰଘࡏ͠ͳ͍ΩʔΛಡ͏ ͱ͢Δͱ͜ͷOJM͕ฦ͖ͬͯ·͢ɻ JGจͳͲͰ݅அΛ͢Δ߹ɺ OJMِʢෆཱʣʹͳΓ·͢ɻ ِʢෆཱʣʹͳΔͷGBMTFͱOJMͷ͚ͭͩͰ͢ɻ ͦΕҎ֎ͷશͯͷਅʢཱʣʹͳΓ·͢ɻ
ࠓि ͔͜͜Β
8JLJQFEJBΞΫηεղੳ લฤ ि͔͚ؒͯ8JLJQFEJBͷΞΫηεͷղੳͷ࣮शΛ͠·͢ɻ ͦΕʹඞཁͳ3VCZͷࣝΛઆ໌͍͖ͯ͠·͢ɻ σʔλϑΝΠϧ͔ΒಡΈࠐΈ XIJMF VOMFTT ਖ਼نදݱ ྫ֎ॲཧ ࣍
8JLJQFEJBͷΞΫηεղੳ XJLJQFEJB࣌ؒ͝ͱͷΞΫηεσʔλΛެ։ ͍ͯ͠·͢ɻ IUUQEVNQTXJLJNFEJBPSHPUIFSQBHFDPVOUTSBX
8JLJQFEJBΞΫηεσʔλ KBC$ KBC$$#$"'$#'$#%$"$"$$"$$"' $#%$#$"$"'$#'$#%$"'$#'$#% $"'$#%$"$$"'$#%$"$$"$"%$"' $#'$#%$"'$#%$" KBC&&#&&&#&&""&% "&#&&"#&'&"&$"$@ &$#&@&#& KBC&"&"&"%&"
&&"&"&"&&##&% &#@&%&#$&#'&"#&## &&"%&#&"&"' &&"& KBC&"&"&"%&" &&"&"&"&&##&% &#@&"&&#" &"&"&"%&" &&"&"&"&"'&'#$' ͍ͬͯ͏σʔλ͕ेສߦ
8JLJQFEJBΞΫηεσʔλ σʔλߏΛݟΔͨΊʹͪΐͬͱಡΈ͘͢ม͑ͨͷ KBCΞʔςΟΩϡϨʔγϣϯΛද͢ه߸ KBCΧςΰϦελϒ KBCΧςΰϦେֶೖࢼ KBCΧςΰϦຽ๏ KBCΧςΰϦࣾձֶ KBCΧςΰϦ6TFS@CH KBCΧςΰϦ6TFS@VL KBCΨεࣄۀ๏ୈ
KBCΨϦΞઓه KBCΨϦΞઓهࢀরը૾Ұཡ KBCίϯτϥΫτϒϦοδϧʔϧ KBCίϯτϥΫτϒϦοδϧʔϧείΞϦϯά ͍ͬͯ͏σʔλ͕ेສߦ
8JLJQFEJBΞΫηεղੳ εϖʔε۠ΓͰҎԼͷ߲͕ॻ͔Ε͍ͯΔ ݴޠछผɿKB͔Β࢝·Δͷ͕ຊͷσʔλ ϖʔδλΠτϧɿΞΫηε͞Εͨϖʔδ໊ ɹͨͩ͠ɺϓϩάϥϜͰѻ͍қ͍ܗࣜ 99 ʹͳ͍ͬͯΔ ΞΫηεɿΞΫηε͞Εͨճ ༰ྔɿͦͷϖʔδͷσʔλαΠζ ݴޠछผɹϖʔδλΠτϧɹΞΫηεɹ༰ྔ
KBC&&%
8JLJQFEJBΞΫηεσʔλ ݴޠछผɹϖʔδλΠτϧɹΞΫηεɹ༰ྔ KBC$ KBC$$#$"'$#'$#%$"$"$$"$ $"'$#%$#$"$"'$#'$#%$"'$#' $#%$"'$#%$"$$"'$#% $"$$"$"%$"'$#'$#%$"'$#% $" KBC&&#&&&#&&""&% "&#&&"#&'&"&$
"$@&$#&@&#& ͜ͷσʔλΛղੳͯ͠ɺ͋Δ࣌ؒͷΞΫηετο ϓΛίʔυΛॻ͍ͯௐͯΈ·͢ɻ ؆୯ʹݴ͏ͱɺʮΞΫηεʯཝͷ͕େ͖͍ͷ͔ ΒݸɺͦͷʮϖʔδλΠτϧʯΛදࣔͤ͞Δ
8JLJQFEJBͷΞΫηεղੳ ίʔυͰॻ͘ࡍͷॲཧͷྲྀΕ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧશߦʹ͍ͭͯ܁Γฦ͠ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ
τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ FODPEJOHVUG SFRVJSFDHJ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT CFHJO
OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE pMFDMPTF DPVOUॱʹιʔτ SFTVMUMJTUTPSU@CZEPcJc J<DPVOU>UP@J FOE τοϓදࣔ SFTVMUSFWFSTFpSTU FBDIEPcJc QVUTJ FOE ߦ͘Β͍Ͱॻ͚·͢
֤ॲཧΛ ղઆ͍͖ͯ͠·͢
8JLJQFEJBͷΞΫηεղੳ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧશߦʹ͍ͭͯ܁Γฦ͠ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ SFRVJSFDHJ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB
EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE pMFDMPTF ίʔυղઆ σʔλϑΝΠϧ໊ࢦఆ ϑΝΠϧ։͘ จࣈίʔυ65' ߦಡΈࠐΈ ֤ߦ͕UFYUʹ ֨ೲ͞Εͯશߦ܁Γฦ͠ ϑΝΠϧด͡Δ
ϑΝΠϧ͔Β̍ߦͣͭಡΈࠐΈ ڭՊॻQʙ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF
αϯϓϧίʔυ
ϑΝΠϧΛ։͘ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF 'JMFPQFOϝιουͰϑΝΠϧΛ։͖·͢ɻ
։͘σʔλΛಡΊΔঢ়ଶʹ͢Δ ։͍ͨ'JMFΦϒδΣΫτΛpMFೖ͓͖ͯ͠·͢ɻ S65' SಡΈࠐΈϞʔυࢦఆɻ SFBEͷҙɻ 65'จࣈίʔυࢦఆɻ
ϑΝΠϧ͔Β֤ߦಡΈࠐΈ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF pMFHFUTɿߦಡΈࠐΈ
ɹಡΈࠐΊͨΒͦͷߦͷ༰Λฦ͢ ɹಡΈࠐΊͳ͔ͬͨΒOJMΛฦ͢ XIJMFFOEɿِ͕݅ GBMTF OJM ʹͳΔ·Ͱ܁Γฦ͠
XIJMFจ pMFHFUTϝιου pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF
XIJMFUFYUpMFHFUT XIJMFཱ݅த܁Γฦ͠ ͜ͷ߹ɺ݅ UFYUpMFHFUT ʹͳΓ·͢ɻ pMFHFUT ߦಡΈࠐΉϝιου ಡΈࠐΊͨΒਅɺ ϑΝΠϧऴͰಡΈࠐΊͳ͍ ͱِ OJM ʹͳΓ·͢ɻ XIJMFจ ڭՊॻQ
ϑΝΠϧ͔Β֤ߦಡΈࠐΈ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF XIJMFཱ݅த܁Γฦ͠
͜ͷ߹ɺ݅ UFYUpMFHFUT ʹͳΓ·͢ɻ pMFHFUT ߦಡΈࠐΉϝιου ಡΈࠐΊͨΒਅɺ ϑΝΠϧऴͰಡΈࠐΊͳ͍ ͱِ OJM ʹͳΓ·͢ɻ UFYUʹߦͷσʔλ͕ೖͬͯFOE·Ͱॲཧ XIJMFͷߦΓɺ UFYUʹߦͷσʔλ͕ೖͬͯFOE·Ͱॲཧ શߦ܁Γฦ͠ ऴͰpMFHFUT͢Δͱ݅ෆཱʹͳΓ܁Γฦ͠ऴྃ
ϑΝΠϧΛด͡Δ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF DMPTFϝιουͰϑΝΠϧΛด͡·͢ɻ
ด͡Δ͏Θͳ͍Αͱ3VCZڭ͑ͯ͋͛Δ
8JLJQFEJBͷΞΫηεղੳ SFRVJSFDHJ pMFOBNFQBHFDPVOUT pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB
EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE pMFDMPTF σʔλϑΝΠϧ໊ࢦఆ ϑΝΠϧ։͘ จࣈίʔυ65' ߦಡΈࠐΈ ֤ߦ͕UFYUʹ ֨ೲ͞Εͯશߦ܁Γฦ͠ ϑΝΠϧด͡Δ
ϑΝΠϧಡΈࠐΈͷԋश σʔλϑΝΠϧEBUBUYUΛ࡞ͯ͠ɺ EBUBUYUͷશߦΛදࣔ͢ΔҎԼͷίʔυΛ࣮ߦͯ͠ ͍ͩ͘͞ɻ pMFOBNFEBUBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU
FOE pMFDMPTF "MJDF #PC $BSPM ˢEBUBUYUͷྫ ͳΜͰ0,Ͱ͢ɻ
8JLJQFEJBͷΞΫηεղੳ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ SFRVJSFDHJ pMFOBNFQBHFDPVOUT pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB
EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE pMFDMPTF ίʔυղઆ ຊޠͷσʔλߦઌ಄͕KB ߦઌ಄͕KBͰͳ͔ͬͨΒύε OFYUɿ܁Γฦ͠தͷॲཧΛ࣍ͷσʔλʹਐΊΔ VOMFTTɿJGOPU UFYUd?KBਖ਼نදݱ KBC&&%
OFYUจ XIJMFUFYUpMFHFUT " OFYU # FOE
܁Γฦ͠தʹOFYUจΛॻ͘ͱɺͦΕҎ߱ͷॲཧΛߦΘͣɺ ܁Γฦ͠ઌ಄ʹ͠·͢ɻ " ͷ෦ͷॲཧ͕ߦΘΕͯOFYU͘Δͱɺ # ͷ෦ͷॲཧߦΘΕͣɺ ܁Γฦ͠ઌ಄Γ·͢ɻ ڭՊॻQͷਤ͕͔Γ͍͢Ͱ͢ɻ ڭՊॻQ
VOMFTTจ VOMFTT݅ ॲཧ FOE ِ͕݅ͷ࣌ʹॲཧΛ࣮ߦ JGจͱରʹͳΔจ JGจͱٯʹِ͕݅ͷ࣌ʹॲཧ࣮ߦ ҎԼͷͭͷจಉ͡ҙຯ ڭՊॻQ QVUTIFMMPJGY
QVUTIFMMPVOMFTTY
ਖ਼نදݱ จࣈྻ͕ύλʔϯʹҰகʢϚονʣ͢Δ͔ௐΔಓ۩ ͷ͘͢͝ศརͰɺڧྗͰɺԞ͕ਂ͍Ͱ͢ɻ ͜͜Ͱ͘͝جຊతͳઆ໌͚ͩΛߦ͍·͢ɻ ڭՊॻQʙ Qʙ จࣈྻdਖ਼نදݱύλʔϯ dˠਖ਼نදݱϚονΛߦ͏ԋࢉࢠ ࠨลͷจࣈྻதʹਖ਼نදݱύλʔϯؚ͕·ΕΔ͔Λఆ͠·͢ɻ ύλʔϯ͕ӳࣈࣈ͚͔ͩΒͳΔ߹ɺ
୯७ʹจࣈྻʹύλʔϯؚ͕·ΕΔ͔Ͳ͏͔Λఆ͠·͢ɻ 3VCZd3VCZˠ ɹϚονͨ͠߹ϚονҐஔΛฦ͠·͢ 3VCZd%JBNPOEˠOJM ɹϚον͠ͳ͍߹OJMΛฦ͠·͢
ਖ਼نදݱ ΄͔ʹศརͳݕࡧͷػೳ͕͋Γ·͢ɻ ڭՊॻQʙ Qʙ UFYUd?KB ਖ਼نදݱύλʔϯதͷ?ߦઌ಄ͷҙຯ ?KBରจࣈྻ͕KB͔Β࢝·ΕϚον͢Δ ύλʔϯͰ͢ɻ KBUJUMFDPVOUd?KBˠ ɹߦઌ಄͕KB͔Β࢝·ΔͷͰϚον
YYYKBd?KBˠOJM ɹKB͋Δ͕ɺߦઌ಄Ͱͳ͍ͷͰϚον͠ͳ͍
8JLJQFEJBͷΞΫηεղੳ OFYUVOMFTTUFYUd?KB VOMFTT݅UFYUd?KB͕ෆཱͩͬͨΒͦͷ લͷ෦ OFYU Λ࣮ߦɻ ݅?KBਖ਼نදݱͰKB͔Β࢝·Δͷҙຯɻ OFYUҎ߱ͷॲཧΛߦΘͣʹ࣍ͷ܁Γฦ͠ਐΉɻ ˠUFYU͕KB͔Β࢝·Βͳ͔ͬͨ߹ɺ Ҏ߱ͷॲཧߦΘͣɺ
࣍ͷ܁Γฦ͠ʢ࣍ͷߦʣਐΉɻ
8JLJQFEJBͷΞΫηεղੳ XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF
QF FOE FOE ίʔυղઆ ߦઌ಄͕KBͰͳ͔ͬͨΒ XIJMFϧʔϓͷ࣍ͷॲཧ ਫ৭ͷ෦ඈ͞ΕΔ
OFYU VOMFTT ਖ਼نදݱԋश σʔλϑΝΠϧEBUBUYUΛ࡞ͯ͠ɺ EBUBUYUͷશߦͷ͏ͪɺߦ಄͕#ͷߦ͚ͩΛදࣔ͢ ΔҎԼͷίʔυΛ࣮ߦ͍ͯͩ͘͠͞ɻ pMFOBNFEBUBUYU pMF'JMFPQFO pMFOBNF S65'
XIJMFUFYUpMFHFUT OFYUVOMFTTUFYUd?# QVUTUFYU FOE pMFDMPTF "MJDF #PC $BSPM ˢEBUBUYUͷྫ ͳΜͰ0,Ͱ͢ ͕ɺ#࢝·Γͷߦ ͱɺͦ͏Ͱͳ͍ߦ Λ͍Ε͍ͯͩ͘͞
8JLJQFEJBͷΞΫηεղੳ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOU EBUB<>^
MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ ਫ৭ͷͱ͜Ͱͬͯ·͢ɻ
4USJOHTQMJUϝιου TQMJUจࣈྻΛۭനจࣈͰ۠ͬͯ"SSBZʹ͠·͢ɻ EBUBMJTUTQMJU KBC&&%TQMJU ˠ<KBC &&% >
$(*VOFTDBQFϝιου 9999͍ͬͯ͏ಾͷจࣈྻΛɺಡΊΔܗࣜʹม͠ ·͢ɻ SFRVJSFDHJ $(*VOFTDBQF && %&"' ˠ͍Ζ ͜ͷมΛ63-σίʔυͱݺͼ·͢ɻ ࠓ͓·͡ͳ͍ͩͱࢥ͍ͬͯͩ͘͞ɻ
EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ UFYUˠKBC&&% EBUBˠ<KBC &&% >
Iˠ\UJUMF͍Ζ DPVOU^ ͱ͋ΔߦͷλΠτϧͱΞΫηε͕ղੳͰ͖·ͨ͠ 8JLJQFEJBͷΞΫηεղੳ
8JLJQFEJBͷΞΫηεղੳ MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOU EBUB<>^
MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ ਫ৭ͷͱ͜Ͱͬͯ·͢ɻ
8JLJQFEJBͷΞΫηεղੳ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ τοϓ݅දࣔ
8JLJQFEJBͷΞΫηεղੳ MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII
SFTDVF&YDFQUJPOF QF FOE FOE ֤ߦͷܗσʔλΛ"SSBZ٧ΊΔ ԫ৭ͷͱ͜Ͱͬͯ·͢ɻ MJTU<> ˠMJTUʹۭͷ"SSBZΛೖ MJTUQVTII MJTU "SSBZΦϒδΣΫτ ͷ࠷ޙʹIΛՃ
8JLJQFEJBͷΞΫηεղੳ MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII
SFTDVF&YDFQUJPOF QF FOE FOE ࠷ޙʹɺಾͷߏจΛղઆ͠·͢ɻ ౧৭ͷͱ͜Ζɻ
ྫ֎ॲཧ CFHJO ྫ֎Λൃੜͤ͞ΔՄೳੑͷ͋Δॲཧ SFTDVF&YDFQUJPOม ྫ֎͕ىͬͨ͜߹ͷॲཧ FOE ίʔυ࣮ߦதɺ͏·͘ॲཧͰ͖ͳ͍߹ͳͲʹྫ֎Λൃੜ͞ ͤΔϝιου͕͋Γ·͢ɻྫ֎͕ൃੜͨ͠߹ɺSFTDVFઅ Ͱྫ֎Λั·͑ɺͦͷࡍʹ࣮ߦ͢ΔಛघॲཧΛॻ͘͜ͱ͕Ͱ ͖·͢ɻ
͠ɺྫ֎ΛSFTDVFͰั·͑ͳ͍߹ɺϓϩάϥϜ ͦ͜ͰΤϥʔऴྃ͠·͢ɻ ڭՊॻ Qʙ
ྫ֎ॲཧ MJTU<> XIJMFUFYUpMFHFUT CFHJO OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII
SFTDVF&YDFQUJPOF QF FOE FOE ۩ମతʹɺ$(*VOFTDBQF͕มͰ͖ͳ͍ঢ়گʹͳΔ߹ʹ ྫ֎Λൃੜ͠·͢ɻྫ֎ΛSFTDVFઅͰั·͑ͯɺྫ֎ͷ༰ F ΛQϝιουͰը໘ʹදࣔ͢Δͱ͍͏ίʔυͰ͢ɻ ྫ֎ʹ͍ͭͯߨٛͰ·ͨઆ໌͢Δػձ͕ग़ͯ͘Δͱࢥ͍·͢ɻ
ԋश σʔλϑΝΠϧEBUBUYUΛ࡞ͯ͠ɺEBUBUYU ͷશߦΛղੳ͢ΔҎԼͷίʔυΛ࣮ߦ͍ͯͩ͘͠͞ɻ pMFOBNFEBUBUYU pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT EBUBUFYUTQMJU
I\UJUMFEBUB<> DPVOUEBUB<>^ MJTUQVTII FOE pMFDMPTF QMJTU KB"MJDF KB#PC KB$BSPM ˡEBUBUYU
·ͱΊ
8JLJQFEJBͷΞΫηεղੳ ίʔυͰॻ͘ࡍͷॲཧͷྲྀΕ σʔλϑΝΠϧΛ։͘ σʔλϑΝΠϧ͔ΒߦಡΈࠐΉ ຊޠσʔλҎ֎ύε σʔλߦ͔ΒλΠτϧͱΧϯτΛऔಘ औಘσʔλΛ͍Εͷʹ٧Ίͯͱ͓ͬͯ͘ σʔλϑΝΠϧશߦʹ͍ͭͯ܁Γฦ͠ σʔλϑΝΠϧΛด͡Δ ஷ·ͬͨσʔλΛΧϯτॱʹιʔτʢฒସ͑ʣ
τοϓ݅දࣔ ͜͜·ͰͰ͖·ͨ͠ɻ
8JLJQFEJBͷΞΫηεղੳ FODPEJOHVUG SFRVJSFDHJ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' MJTU<> XIJMFUFYUpMFHFUT CFHJO
OFYUVOMFTTUFYUd?KB EBUBUFYUTQMJU I\UJUMF$(*VOFTDBQF EBUB<> DPVOUEBUB<>^ MJTUQVTII SFTDVF&YDFQUJPOF QF FOE FOE pMFDMPTF DPVOUॱʹιʔτ SFTVMUMJTUTPSU@CZEPcJc J<DPVOU>UP@J FOE τοϓදࣔ SFTVMUSFWFSTFpSTU FBDIEPcJc QVUTJ FOE ͜͜·ͰͰ͖·ͨ͠ɻ
ϑΝΠϧ͔Β̍ߦͣͭಡΈࠐΈ ڭՊॻQʙ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF
αϯϓϧίʔυ
ϑΝΠϧ͔Β֤ߦಡΈࠐΈ pMFOBNFKBUYU pMF'JMFPQFO pMFOBNF S65' XIJMFUFYUpMFHFUT QVUTUFYU FOE pMFDMPTF XIJMFཱ݅த܁Γฦ͠
͜ͷ߹ɺ݅ UFYUpMFHFUT ʹͳΓ·͢ɻ pMFHFUT ߦಡΈࠐΉϝιου ಡΈࠐΊͨΒਅɺ ϑΝΠϧऴͰಡΈࠐΊͳ͍ ͱِ OJM ʹͳΓ·͢ɻ UFYUʹߦͷσʔλ͕ೖͬͯFOE·Ͱॲཧ XIJMFͷߦΓɺ UFYUʹߦͷσʔλ͕ೖͬͯFOE·Ͱॲཧ શߦ܁Γฦ͠ ऴͰpMFHFUT͢Δͱ݅ෆཱʹͳΓ܁Γฦ͠ऴྃ
OFYUจ XIJMFUFYUpMFHFUT " OFYU # FOE
܁Γฦ͠தʹOFYUจΛॻ͘ͱɺͦΕҎ߱ͷॲཧΛߦΘͣɺ ܁Γฦ͠ઌ಄ʹ͠·͢ɻ " ͷ෦ͷॲཧ͕ߦΘΕͯOFYU͘Δͱɺ # ͷ෦ͷॲཧߦΘΕͣɺ ܁Γฦ͠ઌ಄Γ·͢ɻ ڭՊॻQͷਤ͕͔Γ͍͢Ͱ͢ɻ ڭՊॻQ
VOMFTTจ VOMFTT݅ ॲཧ FOE ِ͕݅ͷ࣌ʹॲཧΛ࣮ߦ JGจͱରʹͳΔจ JGจͱٯʹِ͕݅ͷ࣌ʹॲཧ࣮ߦ ҎԼͷͭͷจಉ͡ҙຯ ڭՊॻQ QVUTIFMMPJGY
QVUTIFMMPVOMFTTY
ਖ਼نදݱ จࣈྻ͕ύλʔϯʹҰகʢϚονʣ͢Δ͔ௐΔಓ۩ ͷ͘͢͝ศརͰɺڧྗͰɺԞ͕ਂ͍Ͱ͢ɻ ͜͜Ͱ͘͝جຊతͳઆ໌͚ͩΛߦ͍·͢ɻ ڭՊॻQʙ Qʙ จࣈྻdਖ਼نදݱύλʔϯ dˠਖ਼نදݱϚονΛߦ͏ԋࢉࢠ ࠨลͷจࣈྻதʹਖ਼نදݱύλʔϯؚ͕·ΕΔ͔Λఆ͠·͢ɻ ύλʔϯ͕ӳࣈࣈ͚͔ͩΒͳΔ߹ɺ
୯७ʹจࣈྻʹύλʔϯؚ͕·ΕΔ͔Ͳ͏͔Λఆ͠·͢ɻ 3VCZd3VCZˠ ɹϚονͨ͠߹ϚονҐஔΛฦ͠·͢ 3VCZd%JBNPOEˠOJM ɹϚον͠ͳ͍߹OJMΛฦ͠·͢
8JLJQFEJBͷΞΫηεղੳ OFYUVOMFTTUFYUd?KB VOMFTT݅UFYUd?KB͕ෆཱͩͬͨΒͦͷ લͷ෦ OFYU Λ࣮ߦɻ ݅?KBਖ਼نදݱͰKB͔Β࢝·Δͷҙຯɻ OFYUҎ߱ͷॲཧΛߦΘͣʹ࣍ͷ܁Γฦ͠ਐΉɻ ˠUFYU͕KB͔Β࢝·Βͳ͔ͬͨ߹ɺ Ҏ߱ͷॲཧߦΘͣɺ
࣍ͷ܁Γฦ͠ʢ࣍ͷߦʣਐΉɻ
4USJOHTQMJUϝιου TQMJUจࣈྻΛۭനจࣈͰ۠ͬͯ"SSBZʹ͠·͢ɻ EBUBMJTUTQMJU KBC&&%TQMJU ˠ<KBC &&% >
$(*VOFTDBQFϝιου 9999͍ͬͯ͏ಾͷจࣈྻΛɺಡΊΔܗࣜʹม͠ ·͢ɻ SFRVJSFDHJ $(*VOFTDBQF && %&"' ˠ͍Ζ ͜ͷมΛ63-σίʔυͱݺͼ·͢ɻ ࠓ͓·͡ͳ͍ͩͱࢥ͍ͬͯͩ͘͞ɻ
ྫ֎ॲཧ CFHJO ྫ֎Λൃੜͤ͞ΔՄೳੑͷ͋Δॲཧ SFTDVF&YDFQUJPOม ྫ֎͕ىͬͨ͜߹ͷॲཧ FOE ίʔυ࣮ߦதɺ͏·͘ॲཧͰ͖ͳ͍߹ͳͲʹྫ֎Λൃੜ͞ ͤΔϝιου͕͋Γ·͢ɻྫ֎͕ൃੜͨ͠߹ɺSFTDVFઅ Ͱྫ֎Λั·͑ɺͦͷࡍʹ࣮ߦ͢ΔಛघॲཧΛॻ͘͜ͱ͕Ͱ ͖·͢ɻ
͠ɺྫ֎ΛSFTDVFͰั·͑ͳ͍߹ɺϓϩάϥϜ ͦ͜ͰΤϥʔऴྃ͠·͢ɻ ڭՊॻ Qʙ
None
ࢀߟจݙ ΟΩϖσΟΞهࣄӾཡճͷಛੳ ਓೳֶձݚڀձࢿྉ4*(480" ીࠜɺࢁ໊ૣਓ ૣҴాେֶେֶӃجװཧֶݚڀՊɹૣҴాେֶཧֶज़Ӄɹࠃཱใֶݚڀॴ IUUQTJHTXPPSHQBQFST4*(480"4*(480"QEG
ߨٛࢿྉஔ͖ ߨٛࢿྉஔ͖Λͭ͘Γ·ͨ͠ɻ աڈͷࢿྉ͕%-Ͱ͖·͢ɻ IUUQTHJUIVCDPNIJUPUTVCBTIJSVCZMFDUVSF PS IUUQCJUMZSVCZMFDUVSF
ࡶஊɾ࣭༻GBDFCPPLάϧʔϓ GBDFCPPLάϧʔϓΛ࡞Γ·ͨ͠ IUUQTXXXGBDFCPPLDPNHSPVQTIJUPUTVCBTIJSC ɾՃೖඇՃೖࣗ༝Ͱ͢ ɾՃೖඇՃೖʹؔ͠·ͤΜ ɾࢀՃऀҰཡެ։͞Ε·͢ ɾॻ͖ࠐΈࢀՃऀͷΈݟ͑·͢ ɾرऀΞΫηεͯ͠ࢀՃਃ͍ͯͩ͘͠͞ ɾࡶஊɺ࣭ɺٞͳͲԿͰؾʹͤͣͲ͏ͧʙ ɾ࣭ʹ͑ΒΕΔਓ͍͑ͯ͋͛ͯͩ͘͞
ɾߨࢣਞ͓͑͠·͢ ɾೖͬͨΒܰࣗ͘ݾհ͓Ͷ͕͍͠·͢