Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
ruby04
Search
MATSUOKA Kohei
May 01, 2014
Technology
1.2k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
ruby04
MATSUOKA Kohei
May 01, 2014
More Decks by MATSUOKA Kohei
See All by MATSUOKA Kohei
ゼロからわかるRuby超入門の歩き方
machu
2
4.5k
最近のtDiary
machu
1
1.8k
ruby15
machu
0
550
ruby13
machu
0
480
ruby12
machu
1
360
ruby11
machu
0
360
ruby10
machu
0
380
ruby09
machu
0
320
ruby08
machu
0
280
Other Decks in Technology
See All in Technology
AI Native Platform Engineering 〜PlatformとAgileで“作る速さ”を“価値”へ〜
uya116
0
450
AIに任せた品質は、誰が見立てるのか - AI時代のテストマネジメント
nakanao
3
3.3k
AIエージェント時代のPlatform as a Product —— テックリードがPdMとして回す発見・導入・計測 / Platform as a Product in the AI Agent Era
toshi0607
1
520
Making AI Agents Safe and Fast- Jev, Obsidian, and the Meta-Harness
x5gtrn
PRO
0
160
いちAWSエンジニアのAI活用を振り返る #devio2026 / devio osaka 2026 kawahara
masahirokawahara
1
270
20260929_AmazonGuardDutyの検出通知メールにAWS DevOpsAgentの調査結果を追加する
yhana
1
360
IR Today: Theory, Practice, and Agents
dtunkelang
0
250
AI coding 整合正規方法
philipz
0
570
Azure Serverless 2026:Production-ready な AI エージェント基盤 / Azure Serverless 2026: Production-Ready AI Agent Platform
miyake
2
660
AI駆動開発で仕様はどこまで書くべきか? ― 人とAIの責務境界から考える開発プロセスの実践
takahiromatsui
1
230
AIエージェントを安全で速い現場監督にする:Jev・Obsidian・メタハーネス
x5gtrn
PRO
0
140
企業の現実世界をグラフで写し取る
sansantech
PRO
0
190
Featured
See All Featured
Agile Actions for Facilitating Distributed Teams - ADO2019
mkilby
0
290
Design of three-dimensional binary manipulators for pick-and-place task avoiding obstacles (IECON2024)
konakalab
0
600
Building a Modern Day E-commerce SEO Strategy
aleyda
45
9.2k
Art, The Web, and Tiny UX
lynnandtonic
304
22k
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
marcoroth
5
750
Build your cross-platform service in a week with App Engine
jlugia
234
19k
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
2
2.9k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
162
16k
Technical Leadership for Architectural Decision Making
baasie
3
580
Abbi's Birthday
coloredviolet
4
10k
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
tomoyanonymous
3
1.3k
Balancing Empowerment & Direction
lara
6
1.3k
Transcript
3VCZߨٛୈճ JSC ੍ޚߏ χϑςΟגࣜձࣾدෟߨٛ ࣾձՊֶʹ͓͚Δใٕज़ͱίϯςϯπ࡞***
দԬߒฏ ߨࢣ /55ίϜΣΞ᷂ UXJUUFS!NBDIV IUUQTHJUIVCDPNNBDIV IUUQXXXNBDIVKQEJBSZ
ΞδΣϯμ ! લճͷ͓͞Β͍ ʹཱͭσόοάํ๏ ԋशͷղઆ ੍ޚߏ
ࠓͷΰʔϧ લճͷԋशʢ#.*ܭࢉʣ͕ॻ͚Δ JSCΛ͑ΔΑ͏ʹͳΔ ؆୯ͳ݅จ͕ॻ͚Δʢԋशʣ ʲνϟϨϯδʳෳࡶͳ݅จ͕ॻ͚Δ ɹɹɹɹɹɹɹʢԋशʣ
ΞδΣϯμ ! લճͷ͓͞Β͍ ʹཱͭσόοάํ๏ ԋशͷղઆ ੍ޚߏ
8FCϒϥβ $4"ͷΈ 04 -JOVY 4IFMM $-* 3VCZ ιʔείʔυ IFMMPSC ϑΝΠϧ
SVCZIFMMPSC ASVCZIFMMPSCAΛ࣮ߦ IFMMPSCΛಡΈࠐΜͰ࣮ߦ ϑΝΠϧฤू 04 8JO .BD $4" /JGUZͷαʔό ͋ͳͨͷ1$
4IFMMͷੈք 04ޠ͕௨͡Δੈք $-*͔Β໋ྩΛૹΔ 3VCZޠ͕௨͡Δੈք 3VCZ 4IFMM
4IFMMͷૢ࡞ w QXEࠓ͍ΔϑΥϧμ໊Λදࣔ w MTϑΝΠϧҰཡΛݟΔ w DEϑΥϧμʔΛҠಈ w SVCZ3VCZΛ࣮ߦ͢Δ
4IFMMͷศརػೳ ‐Ωʔɿաڈʹೖྗͨ͠ίϚϯυͷཤྺΛ ࣮ͬͯߦͰ͖·͢ɻ SVCZIF ͨͱ͑ɺIFMMPSCͱ͍͏ϑΝΠϧΛ࣮ߦ͍ͨ͠ͱ͖ʹ $-*Ͱ͑ΔศརͳػೳΛհ͠·͢ɻ ·ͰଧͬͯUBCΩʔΛԡ͢ͱ SVCZIFMMPSC ͱิ͞Ε·͢ɻ
ิީิ͕ෳ͋Δ߹ީิΛදࣔͯ͘͠Ε·͢ɻ UBCΩʔɿ్த·Ͱೖྗͨ͠ঢ়ଶͰԡ͢ͱ ΓΛิͯ͘͠Ε·͢ɻ
3VCZͷੈք 04ޠ͕௨͡Δੈք $-* 3VCZޠ͕௨͡Δੈք 3VCZ 4IFMM
QVUT͋ͳͨͷ#.*Ͱ͢ ΦϒδΣΫτ ! 3VCZͰσʔλΛʮΦϒδΣΫτʯͰදݱ͠·͢ɻ ΦϒδΣΫτɺରϞϊͱ͍͏ҙຯͰ͢ɻ จࣈྻɺࣈͳͲͷΦϒδΣΫτͳͲ͕͋Γ·͢ɻ ڭՊॻ Q ΦϒδΣΫτ
͍ΖΜͳΦϒδΣΫτ w จࣈྻ 4USJOH w 'JYOVN w
খ 'MPBU w ࣌ࠁ 5JNF w ϑΝΠϧ 'JMF )FMMP8PSME 'JMFIFMMPSC ʮʯͰғ·Εͨ ͷ͕จࣈྻ
QVUT͋ͳͨͷ#.*Ͱ͢ ϝιου 3VCZͰίϯϐϡʔλͷ໋ྩΛʮϝιουʯͱ දݱ͠·͢ɻ QVUTը໘ʹจࣈΛදࣔ͢Δ໋ྩͰ͢ɻ ॲཧ ϝιου ڭՊॻ Q
؆୯ͳܭࢉ ͠ࢉ Ҿ͖ࢉ ֻ͚ࢉ ׂΓࢉ ྦྷ QVUT QVUT
QVUT QVUT QVUT ڭՊॻ Q
XFJHIU ม ΦϒδΣΫτͷϥϕϧɾՙࡳ XFJHIUͱ͍͏໊લͷมʹ ͱ͍͏ΦϒδΣΫτΛೖ͍ͯ͠·͢ɻ ڭՊॻ Q XFJHIU
ม ΦϒδΣΫτ ೖʢϥϕϧషΓʣ
IFJHIU ม ΦϒδΣΫτ XFJHIU IFJHIU XFJHIU CNJXFJHIUIFJHIU
QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢ CNJ #.*ͷܭࢉ SVCZCNJSC ͋ͳͨͷ#.*ʜͰ͢ ϓϩάϥϜ ϓϩάϥϜͷ࣮ߦ $-* ࣮ߦ݁Ռ
3VCZϓϩάϥϜͷ࣮ߦ w $-*Λىಈͯ͠ɺ4IFMM͔Β3VCZͷϓϩάϥϜ Λ࣮ߦ͠·͢ɻ ೖྗෆཁͰ͢ ! ! w #.*͕දࣔ͞ΕΕɺޭͰ͢ɻ
QXE MT SVCZCNJSC ͋ͳͨͷ#.*Ͱ͢ ࣮ߦ݁Ռ
ΞδΣϯμ ! લճͷ͓͞Β͍ ʹཱͭσόοάํ๏ ԋशͷղઆ ੍ޚߏ
ϓϩάϥϜ͕ಈ͔ͳ͍࣌ w ಈ͘ϓϩάϥϜʢ·ͣʣҰൃͰ࡞Ε·ͤΜ w ಈ͔ͳ͍ϓϩάϥϜΛ͢ίπ͕͋Γ·͢ Τϥʔϝοηʔδ͔ΒݪҼΛ༧͢Δ ಈ͔ͯ͠ΈͯԾઆΛݕূ͢Δ
IUUQTXXXqJDLSDPNQIPUPTFTEFO ˞ϓϩάϥϜ͕ಈ͔ͳ͍ݪҼΛௐΔ͜ͱΛʮσόοάʯͱ͍͍·͢
ͪΐͬͱͨ͠ݕূʹ ͑͘͢͝ΔπʔϧΛ հ͠·͢
JSC *OUFSBDUJWF3VCZ
͏ͭͷ3VCZͷੈք 3VCZޠ͕௨͡Δੈք ߦͣͭίʔυΛ࣮ߦ 04ޠ͕௨͡Δੈք $-*͔Β໋ྩΛૹΔ 3VCZ JSC 3VCZޠ͕௨͡Δੈք ϑΝΠϧʹϓϩάϥϜ ࣮ߦ
3VCZ 4IFMM JSCΛ͏ͱ3VCZͷίʔυΛߦ࣮ͣͭߦͰ͖·͢ ˠͪΐͬͱͨ͠ݕূʹͱͬͯศརʂ
JSCͷىಈํ๏ $-*Λىಈͯ͠ҎԼͷΑ͏ʹೖྗͯ͠ &OUFSΛԡ͍ͯͩ͘͠͞ɻ ͜Μͳ෩ʹද͕ࣔग़Ε0,Ͱ͢ɻ JSC JSCSVCZίʔυΛߦ࣮ͣͭߦ͢ΔڥͰ͢ɻ JSC NBJO
JSCͷ͍ํ 3VCZͷϓϩάϥϜΛೖྗ͢Δͱ͙͢ʹ࣮ߦ͞Ε·͢ɻ JSC NBJO QVUT)FMMP8PSME )FMMP8PSME OJM JSC NBJO
QVUT OJM JSC NBJO JSC NBJO ϓϩάϥϜ͕࣮ߦ͞Εɺը໘ʹจࣈ͕දࣔ͞Εͨ ϓϩάϥϜ͕࣮ߦ͞Εɺܭࢉ݁Ռ͕දࣔ͞Εͨ QVUTΛॻ͔ͳ͍߹ɺࣜ ͷ࣮ߦ݁Ռ͕ ͷ͋ͱʹදࣔ͞ΕΔ
JSC NBJO QVUT OJM JSC NBJO
FYJU JSC ੈքΛҠಈ͢ΔίϚϯυ TIFMM TIFMM JSC 3VCZޠ͕௨͡Δੈք TIFMMޠ͕௨͡Δੈք TIFMMޠ͕௨͡Δੈք JSC ίϚϯυ FYJU ίϚϯυ
ੈքΛҠಈ͢ΔίϚϯυ 3VCZޠ͕௨͡Δੈք ߦͣͭίʔυΛ࣮ߦ 04ޠ͕௨͡Δੈք $-*͔Β໋ྩΛૹΔ 3VCZ JSC 3VCZޠ͕௨͡Δੈք ϑΝΠϧʹϓϩάϥϜΛॻ͍ͯ ࣮ߦ
3VCZ ϑΝΠϧ 4IFMM JSC FYJU SVCZ ϓϩάϥϜऴྃ
8FCϒϥβͰJSCΛࢼͤΔ USZSVCZPSHͱ͍͏ αΠτ͋Γ·͢
ΞδΣϯμ ! લճͷ͓͞Β͍ ʹཱͭσόοάํ๏ ԋशͷղઆ ੍ޚߏ
ઌिͷԋश w ΩʔϘʔυ͔ΒͱମॏΛೖྗͰ͖ΔΑ͏ʹɺ CNJSCΛमਖ਼ͯ͠Έ·͠ΐ͏ɻ SVCZCNJSC ͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN ˡΩʔϘʔυ͔Βೖྗ
ͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH ˡΩʔϘʔυ͔Βೖྗ ͋ͳͨͷ#.*ʜͰ͢ ࣮ߦ݁Ռ
ΩʔϘʔυ͔Βͷೖྗ w QVUTϝιουͰը໘ʹσʔλΛग़ྗ w HFUTϝιουͰΩʔϘʔυ͔ΒͷೖྗΛऔಘ QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢ IFJHIUHFUT औಘͨ͠จࣈྻΦϒδΣΫτΛIFJHIUมʹೖ
IFJHIU HFUT
! IFJHIU ! XFJHIU ! CNJXFJHIUIFJHIU QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢ QVUT͋ͳͨͷΛڭ͍͑ͯͩ͘͞
DN IFJHIUHFUT QVUTͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH XFJHIUHFUT ! CNJXFJHIUIFJHIU QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢ ͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN ˡΩʔϘʔυ͔Βೖྗ ͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH ˡΩʔϘʔυ͔Βೖྗ CNJSCJOANBJOVOEFpOFENFUIPEA GPSaO4USJOH /P.FUIPE&SSPS ϓϩάϥϜʢมߋલʣ ϓϩάϥϜʢมߋޙʣ ϓϩάϥϜΛॻ͖͑Δ Α͔͘Βͳ͍จࣈ͕ग़ͯ ͖·ͨ͠ɻා͕ΒͣʹΏͬ ͘ΓಡΜͰΈ·͠ΐ͏ɻ ࣮ߦ݁Ռ
3VCZ͕ڭ͑ͯ͘ΕͨΤϥʔϝοηʔδ CNJSCJOANBJOVOEFpOFENFUIPE A `GPSaO4USJOH /P.FUIPE&SSPS ! ! ຊޠ༁ CNJSCͱ͍͏ϑΝΠϧͷߦͰ
aOͱ͍͏จࣈྻʹ ͳΜͯϝιου ͳ͍ͷͰͦΜͳϝιουͳ͍ΑΤϥʔ͕ى͖ͨΑ ˞ͷޙΖͷaOվߦจࣈʢFOUFS SFUVSOΩʔʣͰ͢ ΤϥʔϝοηʔδΛಡΉ ʮzʯͰғ·Εͨͷ͕จࣈྻ 4USJOH
ΤϥʔͷॴΛݟ͚ͭΔ 4USJOH จࣈྻ aO IFJHIU IFJHIUHFUT XFJHIUHFUT CNJXFJHIUIFJHIU
HFUT ΩʔϘʔυೖྗ ͜͜ͰΤϥʔ ͦΜͳϝιουͳ͍ΑΤϥʔ ʢ ͷܭࢉ͕Ͱ͖ͳ͍Αʣ
JSCͰΤϥʔΛ֬ೝ JSC I I /P.FUIPE&SSPSVOEFpOFENFUIPEA GPS 4USJOH
GSPN JSC GSPNDTBJOUFSQSFUFSSVCZSCFOW WFSTJPOTQCJOJSCJOANBJO ը໘ʹ JSC NBJO ͱදࣔ͞Ε·͕͢ɺͳͷͰ ͱলུͯ͠ॻ͖·͢ɻ จࣈྻͷΦϒδΣΫτʹ Λ࣮ߦ͢Δͱ/P.FUIPE&SSPS
จࣈྻͱࣈ w HFUTͰड͚औͬͨσʔλʮࣈʯͰͳ͘ ʮจࣈྻʯΦϒδΣΫτʹͳΓ·͢ IFJHIU IFJHIU IFJHIUHFUT aO
IFJHIU ม ΦϒδΣΫτ ม ΦϒδΣΫτ খ 'MPBU จࣈྻ 4USJOH ϓϩάϥϜʢมߋલʣ ϓϩάϥϜʢมߋޙʣ ʮzʯͰғ·Εͨͷ͕จࣈྻ 4USJOH
ΦϒδΣΫτͷม 'MPBU 'JYOVN 4USJOH UP@T UP@G
UP@J UP@T JOQVU IFJHIU UP@J UP@G UP@TϝιουͰจࣈྻͱࣈΛมͰ͖·͢ JOQVUHFUT IFJHIUJOQVUUP@G ΩʔϘʔυ͔Βೖྗͨ͠จࣈྻ Λ͍ͬͨΜJOQVUมʹೖ͠ɺ UP@GϝιουͰʹখʹม
मਖ਼൛ͷϓϩάϥϜ 4USJOH จࣈྻ JOQVU 'MPBU খ UP@G
จࣈྻΛখʹม JOQVUHFUT IFJHIUJOQVUUP@G IFJHIU 'MPBU খ DNΛNʹม HFUT
ͪͳΈʹ Ұ͔͠ΘΕͳ͍ม·ͱΊΔ͜ͱͰ͖·͢ ˞ແཧʹ·ͱΊͳͯ͘ɺಡΈ͍͢΄͏ͰΑ͍Ͱ͢ JOQVUHFUT IFJHIUJOQVUUP@G IFJHIUHFUTUP@G 4USJOH จࣈྻ
'MPBU খ UP@G IFJHIU 'MPBU খ HFUT
ԋशͷճྫ Λฉ͘ QVUT͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN IFJHIUHFUTUP@G ! ମॏΛฉ͘ QVUTͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞
LH XFJHIUHFUTUP@G ! #.*Λܭࢉ͢Δ CNJXFJHIUIFJHIU ! #.*Λڭ͑Δ QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢ Ͱ࢝·Δߦ ίϝϯτͰ͢
ΞδΣϯμ ! લճͷ͓͞Β͍ ԋशͷղઆ ʹཱͭσόοάํ๏ ੍ޚߏ
͜Ε·ͰͷϓϩάϥϜ ҰຊಓͰͨ͠ Λฉ͘ ମॏΛฉ͘ #.*Λܭࢉ͢Δ #.*Λڭ͑Δ #.*Λ Γ͍ͨ
ੈͷதͬͱෳࡶ ʮʙͩͬͨΒʙΛ͢Δʯ ४උΛ͢Δ ిंʹΔ ߨٛΛड͚Δ ؼ͢Δ ҰຊಓͷϓϩάϥϜ ࣮ࡍͷେֶੜ׆ ٳߨใΛݟΔ
ݶ͕ٳߨͩͬͨΒ ߋ͔͠Λ͢Δ ఱؾ༧ใΛݟΔ ӍͩͬͨΒ ࡿΛ͍࣋ͬͯ͘
੍ޚߏ ஞ࣮࣍ߦ ݅அ ܁Γฦ͠ جຊஞ࣮࣍ߦɺ݅ذɺ܁Γฦ͠ͷͭ
݅அ
JG݅ ࣮ߦ͍ͨ͠ॲཧ FOE ݅அJGจ ˞ڭՊॻʹUIFO͕ॻ͍ͯ͋Γ·͕͢ɺলུՄೳͰ͢ɻ ݅ʹҰൠʹ͕USVF ਅ ·ͨ GBMTF ِ
ͱͳΔࣜΛॻ͘ ڭՊॻ Q
༷ʑͳ݅ࣜ BHF ! BHF USVF BHF GBMTF BHF
USVF BHF GBMTF JSC ࠨล Y ͱӈล ͕ಉ͔͡Ͳ͏͔ ௐͯɺಉ͡ͳΒUSVFɺҟͳΕ GBMTFʹͳΓ·͢ɻ ˞͕ݸͰ͢ɻ͕ͭͩͱೖʹͳΔͷͰҙɻ JGBHF QVUTະऀอޢऀͷಉҙ͕ඞཁͰ͢ FOE ͍ํɿະऀͷఆ ڭՊॻ Q
༷ʑͳ݅ࣜ ݅ࣜʹUSVF͔GBMTFΛฦ͢ϝιουΛॻ͘ɻ ྫɿจࣈྻΦϒδΣΫτͷFNQUZ ϝιουͰ ɹɹจࣈྻ͕ۭ͔Ͳ͏͔Λఆ ɹɹʢ8FCΞϓϦͷೖྗνΣοΫͰΑ͍͘·͢ʣ OBNF)FMMP8PSMEz JGOBNFFNQUZ
QVUTͳ·͑Λ͍Ε͍ͯͩ͘͞ FOE ˞3VCZͰ׳ྫతʹਅِΛฦ͢ϝιουͷඌʹ Λ͚·͢ ڭՊॻ Q
༷ʑͳ݅ࣜ ෳͷ݅Λͭͳ͛Δʹ "/% cc 03 Λ͏ ྫɿྸ͕͔Ͳ͏͔Λఆ͢Δ JGBHFBHF
QVUT FOE ࡀҎ্ɺ͔ͭɺࡀະຬͱ͍͏ҙຯ ڭՊॻ Q
JGY QVUTYJT FOE Πϯσϯτ ࣈԼ͛ ྫ͑JGจதͳͲɺ͜͏͍͏෩ʹઌ಄ʹεϖʔεΛ ೖΕͯॻ͘͜ͱΛΠϯσϯτ͢Δͱ͍͍·͢ɻ ! ϓϩάϥϜͷ࣮ߦʹෆཁͳͷͰ͕͢ɺ ઈରʹೖΕ͍ͯͩ͘͞ʂ
ແ͍ͱਓ͕ಡΊͳ͍ͷͰɾɾɾ ͪͳΈʹεϖʔεͷݸʹྲྀ͕͋Γ·͕͢ɺݸ͕ओྲྀͷΑ͏Ͱ͢ɻ
JG݅ ཱ͕݅ͨ࣌͠ʹ࣮ߦ͍ͨ͠ॲཧ FMTF ͕݅ෆཱͷ࣌ʹ࣮ߦ͍ͨ͠ॲཧ FOE JGFMTFFOE ͕݅ෆཱͷ࣌ʹ࣮ߦ͍ͨ͠ॲཧΛॻ͘ ͜ͱͰ͖·͢ɻ ڭՊॻ
Q
BHF ! JGBHF QVUTະ FOE ! JGBHF QVUT FOE JGFMTFFOEͷྫ
BHF ! JGBHF QVUTະ FMTF QVUT FOE ͕݅ͷ߹FMTFΛ͏ͱ៉ྷʹॻ ͚·͢ɻ ڭՊॻ Q
JG݅" ݅"ཱ͕ͨ࣌͠ʹ࣮ߦ FMTJG݅# ݅"͕ෆཱͰ݅#ཱ͕ͨ࣌͠ʹ࣮ߦ FMTF ݅"#ෆཱͷ࣌ʹ࣮ߦ FOE JGFMTJGFMTFFOE FMTJG
FMTFJGͷུͰ͢ Λ͏ͱ͞Βʹෳ ࡶͳ݅จ͕ॻ͚·͢ ڭՊॻ Q
࣮ߦ͍ͨ͠ॲཧJG݅ JGจޙΖʹॻ͚Δ ߦͰॻ͚Δ݅ ɾ࣮ߦ͍ͨ͠ॲཧ͕ߦ͚ͩͷͱ͖ ɾFMTFઅΛॻ͔ͳ͍ͱ͖ QVUTະJGBHF JGBHF QVUTະ FOE ࠨͷจҎԼͷΑ͏
ʹߦͰॻ͘͜ͱ Ͱ͖·͢ɻ ڭՊॻ Q
܁Γฦ͠
J XIJMFJ QVUTJ JJ FOE XIJMF܁Γฦ͠ଓ͚Δ݅ ܁Γฦ͍ͨ͠ॲཧ FOE ܁Γฦ͠XIJMFจ
͔Β·ͰͷΛ ॱ൪ʹදࣔ͢Δίʔυ ڭՊॻ Q ʲ׳Εͨਓ͚ʳ ࣮ࡍʹҎԼͷΑ͏ʹॻ͘͜ͱ͕ଟ͍Ͱ͢ FBDIEPcJc QVUTJ FOE
UJNFTEP QVUT3VCZ FOE ܁Γฦ͢ճUJNFTEP ܁Γฦ͍ͨ͠ॲཧ FOE ܁Γฦ͠UJNFTจ ˞EPΛ Εͣʹ 3VCZͱճදࣔ͢Δ
ڭՊॻ Q ʮճࢼͯ͠μϝͩͬͨΒఘ ΊΔʯͱ͍͏߹ʹ͑·͢
ԋश
՝νΣοΫ༻ͷᝦͷॻ͖ํ ্ͷํʹֶ੶൪߸ͱ໊લΛॻ͍͍ͯͩ͘͞ ֶ੶൪߸ ໊લ ˞͜ͷลʹߨࢣ͕ΫϦ Ξͨ͠՝൪߸Λॻ͍ ͍͖ͯ·͢ɻ
ԋश w #.*ͷ͕Ҏ্ʢؚΉʣͰ͋ΕɺʮଠΓ͗ Έʯͱදࣔ͢ΔΑ͏ʹϓϩάϥϜΛमਖ਼͍ͯͩ͘͠͞ SVCZCNJSC ͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN
ˡΩʔϘʔυ͔Βೖྗ ͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH ˡΩʔϘʔυ͔Βೖྗ ͋ͳͨͷ#.*ʜͰ͢ ଠΓ͗ΈͰ͢ˡ#.*͕Ҏ্ͷΈදࣔ͢Δ ࣮ߦ݁Ռ CNJSCΛίϐʔͯ͠CNJSCΛ࡞
ԋश w #.*ͷʹΑͬͯɺʮ૫ͤܕʯɺʮී௨ʯɺʮଠΓ͗Έʯͷ ͍ͣΕ͔Λදࣔ͢ΔΑ͏ʹϓϩάϥϜΛमਖ਼͍ͯͩ͘͠͞ɻ SVCZCNJSC ͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN
ˡΩʔϘʔυ͔Βೖྗ ͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH ˡΩʔϘʔυ͔Βೖྗ ͋ͳͨͷ#.*ʜͰ͢ ී௨Ͱ͢ˡ#.*ͷʹΑͬͯද͕ࣔมΘΔ ࣮ߦ݁Ռ ˞ංຬͷʙͯ͢ʮଠΓؾຯʯදࣔͰྑ͍Ͱ͢ CNJSCΛίϐʔͯ͠CNJSCΛ࡞
#.*ମॏ LH × N #*.Λܭࢉ͢ΔϓϩάϥϜΛ࡞Δ w #.*ͱංຬΛද͢ࢦ w ͱମॏ͔ΒܭࢉͰ͖Δ
w DNɺମॏLHͰ͋Ε #.*LH× NºN IUUQKBXJLJQFEJBPSHXJLJϘσΟϚεࢦ
#.*ମॏ LH × N w dະຬɿ૫ͤܕ w dະຬී௨ w
dະຬංຬʢʣ w dະຬංຬʢʣ w dະຬංຬʢʣ w dංຬʢʣ IUUQKBXJLJQFEJBPSHXJLJϘσΟϚεࢦ
ԋशͷճ
ԋश ղྫ Λฉ͘ QVUT͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN IFJHIUHFUTUP@G !
ମॏΛฉ͘ QVUTͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH XFJHIUHFUTUP@G ! #.*Λܭࢉ͢Δ CNJXFJHIUIFJHIU ! #.*Λڭ͑Δ QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢z QVUTଠΓ͗ΈͰ͢JGCNJ #.*͕Ҏ্Ͱ ͋Εදࣔ
ԋश ղྫ Λฉ͘ QVUT͋ͳͨͷΛڭ͍͑ͯͩ͘͞ DN IFJHIUHFUTUP@G ମॏΛฉ͘
QVUTͭ͗ʹମॏΛڭ͍͑ͯͩ͘͞ LH XFJHIUHFUTUP@G #.*Λܭࢉ͢Δ CNJXFJHIUIFJHIU #.*Λڭ͑Δ QVUT͋ͳͨͷ#.*\CNJ^Ͱ͢z ! JGCNJ QVUT૫ͤܕͰ͢ FMTJGCNJ QVUTී௨Ͱ͢ FMTF QVUTଠΓ͗ΈͰ͢ FOE ະຬ Ҏ্ະຬ Ҏ্
ࠓͷΰʔϧ લճͷԋशʢ#.*ܭࢉʣ͕ॻ͚Δ JSCΛ͑ΔΑ͏ʹͳΔ ؆୯ͳ݅จ͕ॻ͚Δʢԋशʣ ʲνϟϨϯδʳෳࡶͳ݅จ͕ॻ͚Δ ɹɹɹɹɹɹɹʢԋशʣ
·ͱΊ
͏ͭͷ3VCZͷੈք 3VCZޠ͕௨͡Δੈք ߦͣͭίʔυΛ࣮ߦ 04ޠ͕௨͡Δੈք $-*͔Β໋ྩΛૹΔ 3VCZ JSC 3VCZޠ͕௨͡Δੈք ϑΝΠϧʹϓϩάϥϜ ࣮ߦ
3VCZ 4IFMM JSCΛ͏ͱ3VCZͷίʔυΛߦ࣮ͣͭߦͰ͖·͢ ˠͪΐͬͱͨ͠ݕূʹͱͬͯศརʂ
JSC NBJO QVUT OJM JSC NBJO
FYJU JSC ੈքΛҠಈ͢ΔίϚϯυ TIFMM TIFMM JSC 3VCZޠ͕௨͡Δੈք TIFMMޠ͕௨͡Δੈք TIFMMޠ͕௨͡Δੈք JSC ίϚϯυ FYJU ίϚϯυ
JG݅ ࣮ߦ͍ͨ͠ॲཧ FOE ݅அJGจ ˞ڭՊॻʹUIFO͕ॻ͍ͯ͋Γ·͕͢ɺলུՄೳͰ͢ɻ ݅ʹҰൠʹ͕USVF ਅ ·ͨ GBMTF ِ
ͱͳΔࣜΛॻ͘ ڭՊॻ Q
༷ʑͳ݅ࣜ BHF ! BHF USVF BHF GBMTF BHF USVF
BHF GBMTF JSC ࠨล Y ͱӈล ͕ಉ͔͡Ͳ͏͔ ௐͯɺಉ͡ͳΒUSVFɺҟͳΕ GBMTFʹͳΓ·͢ɻ ˞͕ݸͰ͢ɻ͕ͭͩͱೖʹͳΔͷͰҙɻ JGBHF QVUTະऀอޢऀͷಉҙ͕ඞཁͰ͢ FOE ͍ํɿະऀͷఆ
JGY QVUTYJT FOE Πϯσϯτ ࣈԼ͛ ྫ͑JGจதͳͲɺ͜͏͍͏෩ʹઌ಄ʹεϖʔεΛ ೖΕͯॻ͘͜ͱΛΠϯσϯτ͢Δͱ͍͍·͢ɻ ! ϓϩάϥϜͷ࣮ߦʹෆཁͳͷͰ͕͢ɺ ઈରʹೖΕ͍ͯͩ͘͞ʂ
ແ͍ͱਓ͕ಡΊͳ͍ͷͰɾɾɾ ͪͳΈʹεϖʔεͷݸʹྲྀ͕͋Γ·͕͢ɺݸ͕ओྲྀͷΑ͏Ͱ͢ɻ
J XIJMFJ QVUTJ JJ FOE XIJMF܁Γฦ͠ଓ͚Δ݅ ܁Γฦ͍ͨ͠ॲཧ FOE ܁Γฦ͠XIJMFจ
͔Β·ͰͷΛ ॱ൪ʹදࣔ͢Δίʔυ ڭՊॻ Q ʲ׳Εͨਓ͚ʳ ࣮ࡍʹҎԼͷΑ͏ʹॻ͘͜ͱ͕ଟ͍Ͱ͢ FBDIEPcJc QVUTJ FOE
UJNFTEP QVUT3VCZ FOE ܁Γฦ͢ճUJNFTEP ܁Γฦ͍ͨ͠ॲཧ FOE ܁Γฦ͠UJNFTจ ˞EPΛ Εͣʹ 3VCZͱճදࣔ͢Δ
ڭՊॻ Q ʮճࢼͯ͠μϝͩͬͨΒఘ ΊΔʯͱ͍͏߹ʹ͑·͢
ࢀߟࢿྉ
BCD ࣮ߦ݁Ռ QVUTBCD ॻࣜ 3VCZίʔυ ࣮ߦ݁Ռ TIFMMίϚϯυ MT
ࡶஊɾ࣭༻GBDFCPPLάϧʔϓ IUUQTXXXGBDFCPPLDPNHSPVQTIJUPUTVCBTIJSC ɾՃೖඇՃೖࣗ༝Ͱ͢ ɾՃೖඇՃೖʹؔ͠·ͤΜ ɾࢀՃऀҰཡެ։͞Ε·͢ ɾࢀՃऀελοϑͱҰࡢɺࡢɺࠓͷडߨऀͰ͢ ɾॻ͖ࠐΈࢀՃऀͷΈݟ͑·͢ ɾرऀΞΫηεͯ͠ࢀՃਃ͍ͯͩ͘͠͞ ɾࡶஊɺ࣭ɺٞͳͲԿͰؾʹͤͣͲ͏ͧʙ ɾ࣭ʹ͑ΒΕΔਓ͍͑ͯ͋͛ͯͩ͘͞
ɾߨࢣਞ͓͑͠·͢ ɾೖͬͨΒܰࣗ͘ݾհ͓Ͷ͕͍͠·͢