日本Rubyの会の構造と実行とあと何か / hokurikurk01

北陸Ruby会議01の発表資料です。

参考URL:
SICP翻訳版 https://www.shoeisha.co.jp/book/detail/9784798135984
SICP翻訳公式サイト https://sicp.iijlab.net/
SICP真鍋訳 https://github.com/hiroshi-manabe/sicp-pdf/blob/japanese/jsicp.pdf
『【後編】なぁ、未来。』第4週目来場者特典解禁！: https://girls-band-cry.com/news/post-438.html
地域Ruby会議公式サイト https://regional.rubykaigi.org/
Re:VIEW https://github.com/kmuto/review
Re:VIEW AST/Rendererアーキテクチャーの追加提案 https://github.com/kmuto/review/pull/1956
Broadlistening https://github.com/takahashim/broadlistening-ruby
広聴AI https://dd2030.org/kouchou-ai
広聴AI技術解説 ブロードリスニングを支える技術 https://www.docswell.com/s/tokoroten/ZL1M88-2025-06-14-014546
一般社団法人日本Rubyの会公式サイト https://ruby-no-kai.org/

OSSのコミュニティ組織の創設年情報:
https://www.postgresql.jp/npo/about
https://ja.wikipedia.org/wiki/%E6%97%A5%E6%9C%ACLinux%E5%8D%94%E4%BC%9A
http://www.php.gr.jp/phpug_kaiken.php
https://speakerdeck.com/tmtms/making-myna
https://web.archive.org/web/20060718045800/http://www.apache.jp/jp/
https://ja.wikipedia.org/wiki/%E3%82%82%E3%81%98%E3%82%89%E7%B5%84
https://zope.jp/
https://blog.nipotan.com/archives/50589052.html

The Development Abstraction Layer https://www.joelonsoftware.com/2006/04/11/the-development-abstraction-layer-2/
現代は開発抽象化レイヤーが重層化している、あるいは何を見ても開発抽象化レイヤーに見える https://zenn.dev/takahashim/articles/279523b22a4eed

Transcript

1. ೔ຊ3VCZͷձͷ
   ߏ଄ͱ࣮ߦͱ͋ͱԿ͔ 
   
   ๺཮3VCZձٞ
   Ұൠࣾஂ๏ਓ೔ຊ3VCZͷձɾגࣜձࣾୡਓग़൛ձ
   ߴڮ੐ٛ Structure and Interpretation of Nihon Ruby no Kai: And Something Nice
2. λΠτϧʹ͍ͭͯ
3. λΠτϧʹ͍ͭͯ ‣ "Structure and Interpretation of Computer Programs" (Abelson and Sussmans)ɺ௨শSICP ‣ ೔ຊޠ༁ͷچ൛ͷλΠτϧʰϓϩάϥϜͷ ߏ଄ͱ࣮ߦʱ͔Βͱͬͨ ‣ ݸਓతʹ࠷ॳʹಡΜͩͷ͸ͪ͜ΒͳͷͰ ࢥ͍ೖΕ͕͋Δ ‣ ৽൛͸ʰܭࢉػϓϩάϥϜͷߏ଄ͱղऍɹ ୈ2൛ʱʢ࿨ాӳҰ༁ʣ https://www.shoeisha.co.jp/book/detail/9784798135984
4. 4*$1 ‣ ϓϩάϥϛϯάΛཧղ͢ΔͨΊʹ ϓϩάϥϛϯάݴޠΛ࡞Δຊ ‣ SchemeͰSchemeͷॲཧܥΛ ࡞ͬͨΓ͍ͬͨ͡Γ͢Δ ‣ ߹ΘͤͯϨδελܭࢉػʢγϛϡ ϨʔλʣΈ͍ͨͳͷ΋࡞Δ ਅು https://sicp.iijlab.net/
5. 4*$1 ‣ ʮ͋ΒΏΔιϑτ΢ΣΞ͸Ұछͷݴ ޠॲཧܥͰ͋Δʯɺͱ͍͏ݴޠաܹ ೿తͳओுʹجͮ͘ ‣ RubyίϛϡχςΟͷΑ͏ͳϓϩά ϥϛϯάݴޠ޷͖ͷू·ΓʹདྷΔਓ ͳΒͥͻҰ౓͸ಡΉͷΛ͓͢͢Ί ‣ ݱࡏ͸ωοτʹ΋ແྉͷ຋༁͕͋Δ ‣ ਅು༁͕ྑ͍͔΋ https:// github.com/hiroshi-manabe/ sicp-pdf/blob/japanese/jsicp.pdf ਅು https://sicp.iijlab.net/
6. ࣗݾ঺հ
7. ࣗݾ঺հ ‣ ߴڮ੐ٛ
   ‣ Ұൠࣾஂ๏ਓ೔ຊ3VCZͷձ୅දཧࣄ
   ‣ 3VCZ,BJHJ
   0SHBOJ[FST
   ‣ גࣜձࣾୡਓग़൛ձ
   ‣ ٕज़ॻయӡӦϝϯόʔ
   ‣ ʰܶ৔൛૯ूฤΨʔϧζόϯυΫϥΠʲޙฤʳ ͳ͊ɺະདྷɻʱͷୈि໨དྷ৔ऀಛయɾखౡOBSJ ඳ͖ԼΖ͠ອըΛࡢ೔ۚ୔ϑΥʔϥεͰೖखͯ͠ ͖·ͨ͠
8. ຊ೔ͷ͓୊
9. ຊ೔ͷ͓୊ ‣ ೔ຊ3VCZͷձʹ͍ͭͯ
   ‣ ͋ͱԿ͔
10. ͍͍͍ͨͩͯͨςʔϚ ‣ ೔ຊ3VCZͷձͱɺͦͷࢧԉ׆ಈɺ஍Ҭ3VCZձٞʹ͍ͭͯ
    ‣ ߴڮ͞Μࣗ͝਎ͷ3VCZͷ࢖͍ํ΍ɺ͜Ε·Ͱͷ׆༻ํ๏ͷมભ
    ‣ 3VCZΛ͓͢͢Ί͍ͨ͠׆༻γʔϯ΍ɺ׆͔ͤΔਓɾ෼໺ʹ͍ͭͯ
11. ຊ೔ͷྲྀΕ 
    ࠷ۙ3VCZͰॻ͍ͨʢॻ͍͍ͯΔʣ΋ͷ
    
    3VCZΛ͓͢͢Ί͍ͨ͠γʔϯɾਓɾ෼໺
    
    ೔ຊ3VCZͷձͱͦͷ׆ಈ
12. ஍Ҭ3VCZձٞ
13. ๺཮3VCZձٞͰ
    ͪΐ͏Ͳճʂ
    🎉🎉🎉🎉🎉
14. ౦ژRubyձ ٞ01 ࡳຈRubyձ ٞ01 ؔ੢Rubyձ ٞ01 ۝भRubyձ ٞ01 ઋ୆Rubyձ ٞ01 দߐRubyձ ٞ01 ͱͪ͗Ruby ձٞ01 ޿ౡRubyձ ٞ01 ໊ݹ԰Ruby ձٞ01 ͱͪ͗Ruby ձٞ02 ؔ੢Rubyձ ٞ02 TokyuRubyձ ٞ01 ࡳຈRubyձ ٞ02 দߐRubyձ ٞ02 ౦ژRubyձ ٞ03 ઋ୆Rubyձ ٞ02 TokyuRubyձ ٞ02 ؔ੢Rubyձ ٞ03 ࡳຈRubyձ ٞ03 ౦ژRubyձ ٞ05 ͱͪ͗Ruby ձٞ03 ໊ݹ԰Ruby ձٞ02 େߐށRuby ձٞ01 TokyuRubyձ ٞ03 দߐRubyձ ٞ03 TokyuRubyձ ٞ04 ؔ੢Rubyձ ٞ04 ͱͪ͗Ruby ձٞ04 େߐށRuby ձٞ02 ΈͳͱRuby ձٞ01 ԬࢁRubyձ ٞ01 TokyuRubyձ ٞ05 দߐRubyձ ٞ04 ࡳຈRubyձ ٞ2012 ෱ԬRubyձ ٞ01 ౦ژRubyձ ٞ10 ͙Μ·Ruby ձٞ01 େߐށRuby ձٞ03 ۝भRubyձ ٞ02 TokyuRubyձ ٞ06 ԬࢁRubyձ ٞ02 ؔ੢Rubyձ ٞ05 ͱͪ͗Ruby ձٞ05 ࡳຈࢢதԝ۠ Rubyձٞ01 ԭೄRubyձ ٞ01 দߐRubyձ ٞ05 TokyuRubyձ ٞ07 େߐށRuby ձٞ04 ौ୩Rubyձ ٞ01 TokyuRubyձ ٞ08 দߐRubyձ ٞ06 ਆಸ઒Ruby ձٞ01 ඿দRubyձ ٞ01 ͱͪ͗Ruby ձٞ06 ؔ੢Rubyձ ٞ06 TokyuRubyձ ٞ09 দߐRubyձ ٞ07 େߐށRuby ձٞ05 ౦ژRubyձ ٞ11 TokyuRubyձ ٞ10 ઒࡚Rubyձ ٞ01 দߐRubyձ ٞ08 ໊ݹ԰Ruby ձٞ03 େߐށRuby ձٞ06 ؔ੢Rubyձ ٞ2017 TokyuRubyձ ٞ11 ͗Μ͟Ruby ձٞ01 ͱͪ͗Ruby ձٞ07 ෱ԬRubyձ ٞ02 ԭೄRubyձ ٞ02 দߐRubyձ ٞ09 େࡕRubyձ ٞ01 TokyuRubyձ ٞ12 େߐށRuby ձٞ07 ໊ݹ԰Ruby ձٞ04 TokyuRubyձ ٞ13 ͱͪ͗Ruby ձٞ08 TamaRubyձ ٞ01 େࡕRubyձ ٞ02 ෋ࢁRubyձ ٞ01 ࣛࣇౡRuby ձٞ01 ฏ੒Rubyձ ٞ01 େߐށRuby ձٞ08 ͱͪ͗Ruby ձٞ09 େߐށRuby ձٞ09 ෱ԬRubyist ձٞ03 ࣛࣇౡRuby ձٞ02 TokyuRubyձ ٞ14 େࡕRubyձ ٞ03 দߐRubyձ ٞ10 େߐށRuby ձٞ10 େࡕRubyձ ٞ04 ෱ԬRubyist ձٞ04 TokyuRubyձ ٞ15 দߐRubyձ ٞ11 ౦ژRubyձ ٞ12 ؔ੢Rubyձ ٞ08 ͳ͕ΒRuby ձٞ01 TokyuRubyձ ٞ16 ๺཮Rubyձ ٞ01 https://regional.rubykaigi.org/
15. ஍Ҭ3VCZձٞ։࠵݅਺ʢ೥ผʣ ʢ݅ʣ 0 2 4 6 8 10 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2023 2024 2025 ʢ೥ʣ
16. ࠷ۙ3VCZͰ
    ॻ͍͍ͯΔ΋ͷ
17. ࠷ۙॻ͍͍ͯΔ΋ͷ ‣ 3F7*&8
    "453FOEFSFS
    ‣ #SPBEMJTUFOJOH
    HFN
18. 3F7*&8
    "453FOEFSFS
19. 3F7*&8 ‣ ૊൛ΞϓϦέʔγϣϯ
    ‣ .BSLEPXOతͳಠࣗͷ؆қه๏ ʢ3F7*&8ه๏ʣͰॻ͔ΕͨςΩετΛ ଞͷϑΥʔϚοτʹม׵͢Δ
    ‣ 1%'
    -B5F9ܦ༝ ɺ&16#ɺ *O%FTJHO *%(9.-
    ‣ ੨໦ๆ࿠͞Μ͕࠷ॳͷ࡞ऀ
    ‣ LNVUP͞Μ͕ϝϯςφʔ
    ‣ UBLBIBTIJN͸ίϛολʔ
20. 3F7*&8ͷ՝୊ ‣ ίʔυ͕͍ͩͿෳࡶԽ͖͍ͯͯ͠Δ
    ‣ ʢ͢Έ·ͤΜʜʣ
    ‣ ͦͷ͍ͤͰ֦ு͕͔ͳΓͭΒ͘ͳ͍ͬͯΔ
21. 3F7*&8ͷ͘͠Έ $PNQJMFS )5.-#VJMEFS -"5&9#VJMEFS *.html *.tex *.re &16#.BLFS 1%'.BLFS EPUB PDF ಺෦ͰLaTeXΛݺͼग़͢ ߏจղੳ ग़ྗੜ੒
22. 3F7*&8ͷ՝୊ ‣ ߦࢦ޲ʴஞ࣍ॲཧʹͳͬͯΔ
    ‣ ೖྗΛߦͣͭಡΜͰॲཧ͢Δɺͷ܁Γฦ͠
    ‣ ஞ࣍ʹॲཧͰ͖ͳ͍΋ͷ͸ঢ়ଶ؅ཧͰͳΜͱ͔ ͢Δ
    ‣ 1BSTFS͕$PNQJMFSͱ#VJMEFSʹ·͕ͨͬͯΔ
    ‣ #VJMEFSݻ༗ͷग़ྗͷͨΊ#VJMEFSଆͰঢ়ଶΛ ࣋ͬͨΓͯ͠Δ
    ‣ ͭ·Γ#VJEMFS͝ͱʹҟͳΔॲཧΛߦ͏
    ‣ #VJMEFS͕$PNQJMFSΛݺͼग़͢͜ͱ΋͋Δ $PNQJMFS )5.-#VJMEFS ঢ়ଶ ঢ়ଶ
23. 3F7*&8
    "453FOEFSFS ‣ "45ʢந৅ߏจ໦ʣΛಋೖ͢Δ
    ‣ "45$PNQJMFS͸ SF͔Β"45Λग़ྗ͢Δ
    ‣ "45$PNQJMFSʹ1PTU1SPDFTTPSΛಋೖ͠ɺ#VJMEFSͰߦ͍ͬͯͨॲཧͷҰ෦͸"45 ʹ൓өͤ͞Δ "45$PNQJMFS "45 *.re 1PTU1SPDFTTPST ……
24. 3F7*&8
    "453FOEFSFS ‣ ֤ग़ྗϑΥʔϚοτͷରԠ͸3FOEFSFSͰߦ͏
    ‣ 3FOEFSFS͸"45ΛมߋͤͣɺಡΈऔΔ͚ͩʢ"45͸Ұछͷதؒදݱʣ
    ‣ "45$PNQJMFSͱ3FOEFSFS͸"45Λ౉͚ͩ͢Ͱ૒ํ͸ಠཱ )UNM3FOEFSFS "45 *.html ……
25. 3F7*&8
    "453FOEFSFS ‣ ʮʜͦΕͬͯී௨ͷྲྀΕͰ͸ʁʯ
    ‣ ͦͷ௨ΓͰɺ͘͢͝ී௨ʢਅͬ౰ʣʹͳͬͨ "45$PNQJMFS "45 )UNM3FOEFSFS *.html *.re
26. 3F7*&8
    "453FOEFSFS ‣ ޓ׵ੑΛ͔ͳΓҡ࣋
    ‣ ٕज़قใ7PMͷ1%'Ͱ͸ࠩ෼͕ ϐΫηϧ୯ҐͰಉҰ
    ‣ ʢҰ෦Ϛʔδϯ͕ͣΕΔͱ͜Ζ͕ ͋Δέʔε͕͋Γͦ͏ʣ
    ‣ ཁ͸࣮૷͕มΘ͚ͬͨͩͰ΍ͬͯΔ ͜ͱ͸΄΅ಉ͡
    ‣ ڭՊॻ௨ΓͷʮϦϑΝΫλϦϯάʯ
27. ϦϑΝΫλϦϯάͷϝϦοτ ‣ طଘػೳͷσόοά͕΍Γ΍͘͢ͳΔʢ͸ͣʣ
    ‣ ৽نػೳͷ௥Ճ͕༰қʹͳΔ
28. ௥Ճػೳ
    .BSLEPXO$PNQJMFS ‣ 3F7*&8ه๏ͷ୅ΘΓʹ.BSLEPXOΛϏϧυͰ͖ΔΑ͏ʹ͢Δ
    ‣ "45$PNQJMFSͷ୅ΘΓʹ"45.BSLEPXO$PNQJMFSΛݺͿ
    ‣ ੜ੒͞ΕΔ"45͸ಉ͡Ϋϥε܈ "45$PNQJMFS "45 "45.BSLEP XO$PNQJMFS *.re *.md ……
29. ௥Ճػೳ
    7JWMJPTUZMF.BLFS Ծ ‣ &QVC.BLFSͷ୅ΘΓʹWJWMJPTUZMFίϚϯυΛݺͿ7JWMJPTUZMF.BLFSΛಋೖ
    ‣ ͦΕ༻ͷ)5.-ੜ੒Λߦ͍ɺ࠷ऴతʹ1%'Λੜ੒͢Δ
    ‣ "45$PNQJMFS΍)UNM3FOEFSFS͸ͦͷ··࢖͑Δ *.html &QVC.BLFS EPUB 7JWMJPTUZMF.BLFS PDF ……
30. 3F7*&8
    "453FOEFSFSͷεςʔλε ‣ ͱΓ͋͑ͣ13Λ౤͚͛ͨͩ
    ‣ Ϛʔδ͞ΕΔ͔΋ະఆ
    ‣ WJWMJPNBLFS͸·ͩ%3"'5
    ‣ ͜Ε͔ΒLNVUP͞ΜؚΊͯ΋ Ζ΋Ζௐ੔͢Δ༧ఆ https://github.com/kmuto/review/pull/1956
31. #SPBEMJTUFOJOH
32. #SPBEMJTUFOJOH ‣ kouchou-ai (޿ௌAI)ͷRuby൛ ‣ ݩ͸Python(+֎෦LLM API)+Node ‣ ͦͷ͏ͪͷPythonͷػೳ෦෼ͷΈ ͷҠ২Λ໨ࢦ͍ͯ͠Δ΋ͷ ‣ Decidimͱ͍͏RailsΞϓϦέʔγϣ ϯ͔Βͷར༻Λ૝ఆ͍ͯ͠Δ͕ɺ൚ ༻తʹ΋࢖͑ΔʢΑ͏ʹͳΔ͸ͣʣ https://github.com/takahashim/broadlistening-ruby
33. LPVDIPVBJ ‣ σδλϧຽओओٛϓϩδΣΫτʹ ͯ։ൃ
    ‣ ͍ΖΜͳਓʑ͔Βऩूͨ͠ଟ༷ͳίϝϯ τ͔ΒʮҙݟʯΛநग़͠ɺ֊૚తΫϥε λϦϯά౳Λ༻͍ͯ෼ੳɾՄࢹԽ͢Δ
    ‣ ຽओతͳҙࢥܾఆΛࢧԉ͢Δ
    ‣ ʢҙࢥܾఆͦͷ΋ͷΛͯ͘͠ΕΔΘ͚ Ͱ͸ͳ͍ɺͦΕ͸ਓؒͷ࢓ࣄʣ https://dd2030.org/kouchou-ai
34. LPVDIPVBJ ‣ 1ZUIPOଆ͸ͦΜͳʹؤுͬͯͳ͍
    ‣ --.ͷൺॏ͕େ͖ͦ͏
    ‣ ͜Ε͸ҙਤతͳ෦෼΋͋Δͦ͏Ͱɺ આ໌༰қੑ˞Λ୲อ͢Δͱ͍͏ࢥ࿭
    ‣ ͱ͸͍͑1ZUIPOͰ͸ศརͳఆ൪ϥΠ ϒϥϦ͕ἧͬͯͯ༗རͦ͏
    ‣ ؤுͬͯҠ২͢Δ ෼ੳऀ6*
    OPEF 1ZUIPO 0QFO"*౳ ※ʮ޿ௌAIٕज़ղઆ ϒϩʔυϦεχϯάΛࢧ͑Δٕज़ʯ ɹhttps://www.docswell.com/s/tokoroten/ZL1M88-2025-06-14-014546 3BJMT #SPBE MJTUFOJOH 0QFO"*౳
35. ࣮૷ͷൺֱ kouchou-AI Broadlistening ਺஋ܭࢉͷϕʔε NumPy + Pandas Numo::NArray UMAP umap-learn Umappp KMeans sklearn.cluster ಠ࣮ࣗ૷ Ϋϥελ౷߹ scipy.cluster.hierarchy౳ ಠ࣮ࣗ૷
36. #SPBEMJTUFOJOHͷεςʔλε ‣ ·ͣ͸CSPBEMJTUFOJOHͷ֤TUFQTΛҠ২ͯ͠ΈΔͱ͜Ζ·Ͱ
    ‣ ຊ֨తʹར༻͢ΔͨΊͷ%FDJEJN༻ίϯϙʔωϯτΛ࣮૷༧ఆ
    ‣ ࢼͨ͢Ίʹ͸༗ঈ--.Λୟ͔ͳ͍ͱ͍͚ͳ͍ͷ͕໘౗
    ‣ &NCFEEJOH͘Β͍ͳΒ$16Ͱ΋ಈ͘Β͍͚͠Ͳʜ
    ‣ ՄࢹԽͷௐ੔͸શࣗಈͰ͸ͳ͘ਓ͕ؒௐ੔͢Δ༨஍Λ࢒ͨ͠ํ͕ྑͦ͞͏
    ‣ 6*Λݕ౼͠ͳ͍ͱ͍͚ͳ͍
37. ͦΕͧΕͷ
    ࣮૷ख๏ʹ͍ͭͯ
38. ͦΕͧΕͷ࣮૷ख๏ʹ͍ͭͯ ‣ "*
    "HFOU
    $MBVEF
    $PEF Λϑϧ׆༻
    ‣ 7JWF
    $PEJOHͰ͸ͳ͘ϖΞϓϩελΠϧ
    ‣ ൺֱతࡉ͔֬͘ೝ͠ɺඍົͳͱ͜Ζ͸ϦϑΝΫλϦϯάͤ͞Δ
    ‣ Ϋϥε෼ׂ͕ଟ͔ͬͨҹ৅
    ‣ 3F7*&8
    "453FOEFSFS
    
    fi MFT
    ສߦ
    ‣ #SPBEMJTUFOJOH
    ສߦ ͘Β͍ʁ
39. ࣮૷ͯ͠Έͨײ૝ ‣ ʮ͓खຊʯΛݩʹ࣮૷͢Δͷ͸"*
    "HFOU͸࠷ߴ͗͢Δ
    ‣ "453FOEFSFS͸ݱ3F7*&8ɺ#SPBEMJTUFOJOH͸LPVDIPVBJ
    ‣ ʮ͓खຊʯΛগͣͭ͠຋༁࣮ͯ͠૷
    ‣ ݁Ռͷҧ͍Λࣗ཯తʹ൑ผɾमਖ਼Ͱ͖Δ
40. 
    3VCZΛ͓͢͢Ί͍ͨ͠
    ׆༻γʔϯɾਓɾ෼໺
41. 3VCZΛ͓͢͢Ί͍ͨ͠׆༻γʔϯɾਓɾ෼໺ ‣ ໛ൣղ౴ͱͯ͠͸ɿ
    ‣ ʮಛʹͳ͍ʯ
    ‣ ͳͥͳΒ൚༻ݴޠͳͷͰ
    ‣ 3VCZ͕͓͢͢ΊͰ͖ͳ͍ɾۤखͳ෼໺͸͍Ζ͍Ζ͋Δ
    ‣ ܭࢉػΛ࢖͍੾Γ͍ͨͱ͔
    ‣ ಛఆݴޠ͕ਪ঑͞ΕΔ෼໺ͱ͔
    ‣ Ͱ΋ෆՄೳͰ͸ͳ͍͠ɺ΍ͬͯΔਓ΋͍ͨΓ͢Δ
42. 3VCZΛ͓͢͢Ί͍ͨ͠׆༻γʔϯɾਓɾ෼໺ ‣ ΋͏Ұͭͷճ౴ɿ
    ‣ ʮ͘͢͝ͳ͍͚ͲୈҰઢͰ׆༂͍ͨ͠ɾୈҰਓऀʹͳΓ͍ͨਓʯ
43. 3VCZͷϙδγϣχϯά ‣ ར༻ऀਓޱ͸ͦΜͳʹଟ͘͸ͳ͍
    ‣ 5ZQF4DSJQUɺ1ZUIPOɺ+BWBɺ1)1ʜͳͲͱൺֱͨ͠৔߹
    ‣ ͱ͸͍͑8FCͳͲͷ෼໺Ͱ͸͋Δఔ౓ଘࡏײ͕͋Δ
    ‣ ެࣜ4%,͕͋ͬͨΓ͢Δ
    ‣ ศརͳHFNT΋ͦΕͳΓʹ͋Δ
    ‣ ͖ͬ͞ͷྫͩͱ6NBQQͱ͔/VNP/"SSBZͱ͔
44. 3VCZͷϙδγϣχϯά ‣ ݴޠ಺ϥΠόϧ͕ଟ͘ͳ͍
    ‣ ௒͍͢͝ਓ͡Όͳͯ͘΋ؤுΕ͹ಛఆ෼໺ͷ೼ݖ͕ѲΕͦ͏
    ‣ ΑΓϝδϟʔͳݴޠͰ͸؀ڥ͕ྑͯ͘΋ϥΠόϧ΋ଟ͍
    ‣ ࣮ྗΛ஁͑ͯڝ͏
    BOEPS
    ͏·͍ઓུɾ޻෉͕ඞཁ
    ‣ ΋ͬͱϚΠφʔͳݴޠͰ͸͞Βʹ༰қʹ೼ݖΛѲΕͦ͏͕ͩɺͦΕҎ֎Ͱͷ࿑ྗ ͕͍Ζ͍Ζ͋Γͦ͏
    ‣ /VNP/"SSBZ
    ૬౰ΛࣗྗͰ࣮૷͢ΔɺΈ͍ͨͳͷ͸͠ΜͲ͍
45. 3VCZͷϙδγϣχϯά ‣ ·ͱΊΔͱ
    ‣ ྲྀߦΓ෺΍มΘͬͨ෼໺ʹରͯ͠ҰਓͰແ૒͍ͨ͠ɺΈ͍ͨͳਓ͸ଞݴޠ ΑΓ΋3VCZͰؤுͬͨํ͕͍͍͜ͱ΋͋Γͦ͏
    ‣ ΈΜͳͱҰॹʹ͍͢͝΋ͷΛ࡞Γ͍ͨͷͰ͋Ε͹ଞݴޠͷํ͕Α͍͜ͱ ΋͋Δ͸ͣ
    ‣ ʢ8FCํ໘ͷ3VCZͰݴ͏ͳΒ͋͑ͯ3BJMTΛ࢖Θͣʹ໨తಛԽ࿏ઢΛ໨ࢦ ͢ɺΈ͍ͨͳ࿩ʣ
46. 3VCZͷձʹ͍ͭͯ
47. 3VCZͷձʹ͍ͭͯ ‣ 3VCZͷձͷͰ͖Δલͷ3VCZίϛϡχςΟ
    ‣ ʮҰൠࣾஂ๏ਓʯͱͯ͠ͷ3VCZͷձ
    ‣ ίϛϡχςΟ׆ಈந৅ԽϨΠϠʔͱ3VCZͷձ
    ʢ˞௕͍ͷͰʮ೔ຊ3VCZͷձʯΛʮ3VCZͷձʯͱॻ͍ͯ·͢ʣ
48. 3VCZͷձͷ֓ཁ ‣ 3VCZͷ։ൃऀͱར༻ऀΛࢧԉ
    ‣ 3VCZ,BJHJɺ,BJHJ
    PO
    3BJMT
    ‣ ஍Ҭ3VCZձٞ౳ͷΠϕϯτ
    ‣ 3VCZJTU
    .BHB[JOFʢΔͼ·ʣ
    ‣ 3VCZϦϑΝϨϯεϚχϡΞϧ ࡮৽ܭը
    ‣ ౉ߤऀࢧԉ
49. 3VCZͷձ͕Ͱ͖Δલ ͷ3VCZίϛϡχςΟ
50. 3VCZͷձҎલͷ࿩ ‣ 3VCZͷॳެ։͸೥݄
    ‣ 3VCZͷձͷൃ଍͸೥݄
    ‣ ݸਓతʹ͸3VCZ͕ೝ஌͞Ε͔ͯΒ3VCZͷձ͕Ͱ͖Δ·Ͱʹ͸ ͔ͳΓ͕ۭ͍͍࣌ؒͯͨɺͱ͍͏ೝ͕ࣝ͋Δ
    ‣ ΋ͬͱ΋೥લͷ࿩ͳͷͰੲ࿩Ͱ͸͋Δ
51. ࠷ॳظͷ3VCZίϛϡχςΟ ‣ SVCZMJTU
    .BJMJOH
    -JTU
    ‣ ೥݄ɺ3VCZ
    ެ։ͷλΠϛϯάͰΞφ΢ϯε
    ‣ SVCZEFW
    .BJMJOH
    -JTU
    ‣ ೥݄ɺSVCZMJTU͔Β։ൃ༻Λ෼͚ΔܗͰ։ઃ
    ‣ GKMBOHSVCZ
    ‣ Πϯλʔωοτχϡʔεάϧʔϓɻ೥݄։ઃɻޙʹGKDPNQMBOHSVCZʹ վ໊ɻ
52. ॳظͷ3VCZίϛϡχςΟ ‣ جຊతʹΦϯϥΠϯͰͷ׆ಈ͕த৺
    ‣ ΦϑϥΠϯͰී௨ʹ3VCZ͕࿐ग़͞ΕΔ৔໘͕΄ͱΜͲͳ͍
    ‣ ΠϕϯτΛ։࠵͢Δࡍʹ͍ΘΏΔΦϑձ͕։࠵͞ΕͨΓ
    ‣ 3)(ಡॻձ͕౦ژͰ͋ͬͨΓ
    ‣ ʰΦϒδΣΫτࢦ޲εΫϦϓτݴޠ3VCZʱʢΞεΩʔʣ͕ग़ͨͱ͖ʹ͸ಡॻ ձ͸ͳ͔ͬͨ͸ͣ
    ‣ U%JBSZ 3VCZʹΑΔ8FC೔هγεςϜ ํ໘Ͱ΋Կ͔͔͋ͬͨ΋
53. 3VCZͷձ͕Ͱ͖Δ
    ·ͰͷྲྀΕ
54. 3VCZͷձ͕Ͱ͖Δ·ͰͷྲྀΕ ‣ ੈل຤ʙੈلॳ಄͸044ͷϢʔβʔձతͳ૊৫͕ଟ਺࡞ΒΕΔ
    ‣ ೥
    ೔ຊ1PTUHSF42-Ϣʔβձ ೥/10Խ ɺ೔ຊ-JOVYڠձ
    ‣ ೥
    ೔ຊ1)1Ϣʔβձɺ೔ຊ.Z42-Ϣʔβձɺ೔ຊ"QBDIFϢʔβձɺ΋͡ Β૊
    ‣ ೥
    ೔ຊ;PQFϢʔβʔձ
    ‣ ೥
    4IJCVZBQN
    ‣ ଞʹ΋஍Ҭ-JOVYϢʔβʔάϧʔϓʢ-6(ʣ͕ଟ਺ൃ଍
55. 3VCZͷձ͕Ͱ͖Δ·ͰͷྲྀΕ ‣ 3VCZ͸ͳΜ͔࡞Βͳ͍ͷʁɹͱ͍͏࿩͸౰વ͋ͬͨ
    ‣ .BU[͕૊৫͠ͳ͔ͬͨ
    ‣ ଞʹखΛڍ͛Δਓ΋͍ͳ͔ͬͨ
    ‣ .BU[Λࠩ͠ஔ͍ͯઃཱ͢Δحಛͳਓ͸͋Μ·Γ͍ͳ͍
    ‣ ݸਓతʹ͸ʮϢʔβʔձʯͱ͍͏໊લ͕ඍົͩͬͨ
    ‣ ผʹϢʔβʔ͚ͩ͡Όͳ͍͠ʜͱ͍͏ؾ࣋ͪ
56. ϓϩάϥϛϯάݴޠίϛϡχςΟͷಛ௃ ‣ Ϣʔβʔ͕ΈΜͳ։ൃऀ
    ‣ ʮϓϩάϥϛϯάݴޠࣗମͷϢʔβʔʯ͸ී௨։ൃऀͳͷͰ
    ‣ ։ൃऀͱར༻ऀͷڥ໨͕ͳ͍ɾ·ͨ͸গͳ͍
    ‣ ಛʹ044ͷݴޠίϛϡχςΟͷར఺ɾ༏Ґੑ
    ‣ ιϑτ΢ΣΞίϛϡχςΟશൠͰ͸౰ͯ͸·Βͳ͍
    ‣ ྫ͑͹"84Ϣʔβʔ͸։ൃऀ͕ଟ͍͚Ͳ"84ࣗମͷ։ൃ͸ԕ͍
57. 3VCZͷձ͕Ͱ͖Δ·ͰͷྲྀΕ ‣ ೥݄ʰͨͷ͍͠3VCZʱץߦ
    ‣ ೥݄
    ؔ੢Φʔϓϯιʔε ϑϦʔ΢ΣΞ։࠵
    ‣ ΈΜͳͰۄ଄ԹઘʹߦͬͯΈ͍ͨͶɺͱ͍͏࿩͕ग़Δ
    ‣ ೥݄
    3)(ಡॻձ։࢝
    ‣ ೥݄
    3VCZ
    0OTFO
    .FFUJOH։࠵
    ‣ ͦͷ৔Ͱʮ೔ຊ3VCZͷձʯͱ͍͏໊લΛࢥ͍ͭ͘
    ‣ ೥݄ɹ೔ຊ3VCZͷձൃ଍
58. ʮҰൠࣾஂ๏ਓʯͱͯ͠ͷ
    3VCZͷձʹ͍ͭͯ
59. 3VCZͷձͷ࠷େͷมԽ ೥݄
    Ұൠࣾஂ๏ਓԽ
60. ͳͥҰൠࣾஂ๏ਓ
    ͳͷ͔
61. ๏ਓͱ͸ ‣ ๏཯্ͷʪਓʫ
    ‣ ࣗવਓҎ֎ͷଘࡏ
    ‣ ਓؒͰ͸ͳ͍͚ͲਓؒΈ͍ͨ ͳ͜ͱ͕Ͱ͖Δ ๏཯্ͷʪਓʫʹݖརओମ ࣗવਓ ๏ਓ (ී௨ͷਓؒ)
62. ຽ๏ͱҰൠࣾஂ๏ਓ ‣ ී௨ͷاۀ͸ձࣾ๏Ͱنఆ͞Ε͍ͯΔ
    ‣ ձࣾ๏͸঎๏ͷಛผ๏
    ‣ ঎๏͸ຽ๏ͷಛผ๏
    ‣ Ұൠࣾஂ๏ਓ͸ʮҰൠࣾஂ๏ਓٴͼ Ұൠࡒஂ๏ਓʹؔ͢Δ๏཯ʯͰنఆ ͞ΕΔ
    ‣ ͜Ε͸ຽ๏ͷಛผ๏
    ‣ ձࣾ๏ͱ͸Ґஔ͚͕ͮҧ͏ ຽ๏ ঎๏
    Ұൠࣾஂ๏ ਓɾҰൠࡒ ஂ๏ਓ๏ ձࣾ๏
63. ຽ๏ ‣ ࢲਓؒͷݖར΍ٛ຿Λنఆ͍ͯ͠Δ΋ͷ
    ‣ ʲܖ໿͢Δʳ
    ‣ Կ͔͋ͬͨ࣌ʹܖ໿͕༗ޮ͔ແޮ͔Λ ͸͖ͬΓͤ͞Δ
    ‣ ʲࡒ࢈Λ࣋ͭʳ
    ‣ ୭͕ԿΛ͍࣋ͬͯΔ͔ɾ࣋ͨͳ͘ͳͬͨ ͷ͔Λ͸͖ͬΓͤ͞Δ 🤝 💰
64. ຽ๏ ‣ ͍͍ͩͨ୭͔ͱ୭͔͕ᎍΊͨ࣌ʹඞཁͱ͞ΕΔ
    ‣ ᎍΊͯͳ͚Ε͹ͳͯ͘΋͋·ΓࠔΒͳ͍
    ‣ ͋Β͔͡ΊᎍΊΔͷΛආ͚͍ͨ࣌ʹ΋ॏๅ͞ΕΔ
65. ๏ਓ Խ ͕ඞཁͳཧ༝ ‣ݖརٛ຿ͷओମʹͳΕΔ
    ‣ ஂମͱͯ͠ͷ৴༻͕૿͢
    ‣ ࣄۀʹΑͬͯ͸๏ਓ͕֨ඞཁͱͳΔ
66. ๏ਓ Խ ͕ඞཁͳཧ༝ ܧଓతʹ׆ಈ͍ͯͨ͘͠Ίɺ ʪݸਓʫ͔Βണ͕͍ͨ͠
67. ݸਓͩͱࠔΔ͜ͱ ‣ ܖ໿͕Ͱ͖ͳ͍
    ‣ ๏ਓ͡Όͳ͍ͱܖ໿Ͱ͖ͳ͍ࢪઃɾاۀ͕͋Δ
    ‣ Կ͔͋ͬͨ࣌ʹݸਓ૬खͩͱͲ͏ʹ΋ͳΒͳ͍ΜͰ͸ɺͱࢥΘΕͨΓ͢ΔͨΊ
    ‣ ܖ໿͕Ҿ͖ܧ͛ͳ͍
    ‣ ୅ද͕มΘΔͱΊΜͲ͍͘͞ʢ࠶ܖ໿ʹͳΓͦ͏ʣ
    ‣ αʔϏεͱ͔ͷΞΧ΢ϯτ΋શ෦มߋʹͳΔ
68. ݸਓͱ೚ҙஂମ ‣ ೚ҙஂମͰ΋࠷ऴతʹ୭͔ʢී௨͸୅දऀʣʹ͍Ζ͍Ζඥ෇͘
    ‣ ྫ͑͹ۜߦޱ࠲ʹݸਓ໊͕ೖͬͨΓ͢Δ
    ‣ ܖ໿΋୅දऀͱͷܖ໿ʹͳΔ͸ͣ
    ‣ ࣮ҹ͕ඞཁͳ৔߹͸୅දऀݸਓͷ࣮ҹʹͳΔʢΒ͍͠ʣ
69. ๏ਓԽ ‣ ͱ͸͍͑೥୅ޙ൒౰࣌ɺ๏ਓԽ͸͞΄Ͳ౰ͨΓલͰ͸ͳ͔ͬͨ
    ‣ ೔ຊ1PTUHSF42-Ϣʔβձ͕/10ͩͬͨͷͰࢀߟʹ͚ͯͨ͠Ͳ͠ ͘Έͱͯ͠͸Կ͔ॏͦ͏ʜͱࢥͬͨهԱʢ/10ͷํ͕ॏ͍ʣ
    ‣ ͳͥͳͷ͔ʁ
    ‣ ˠҎલ͸ੈͷதతʹͦͷΑ͏ͳ੍౓͕ͳ͔ͬͨ
    ‣ ͦ΋ͦ΋ੲ ʙ೥ ͸ʮҰൠࣾஂ๏ਓʯ͕ଘࡏ͠ͳ͔ͬͨ
70. ೥୅·Ͱͷ*5ίϛϡχςΟ ‣ جຊతʹ͸اۀܥ͔ɺֶज़ɾݚڀܥͩͬͨ
    ‣ ҰൠͷݸਓʹΑΔ׆ಈΛର৅ͱͨ͠΋ͷͰ͸ͳ͍
    ‣ ͦ΋ͦ΋ωοτ͕ͳ͍࣌୅ͳͷͰɺݸਓ΍೚ҙஂମ͕શࠃن໛ Ͱ׆ಈ͢Δͷ͕ࠔ೉
71. چདྷͷ*5ܥ૊৫ ‣ ʢ೥
    Ұൠࣾஂ๏ਓ৘ใॲཧֶձ *14+ ʣ
    ‣ ೥
    Ұൠࣾஂ๏ਓιϑτ΢ΣΞڠձ 4"+
    ‣ ೥
    ೔ຊ6/*9Ϣʔβձ +64
    ‣ ೥
    +6/&5
    ‣ ೥
    Ұൠࣾஂ๏ਓ৘ใαʔϏε࢈ۀڠձ +*4"
    ‣ ೥
    Ұൠࣾஂ๏ਓ૊ࠐΈγεςϜٕज़ڠձ +"4"
    ‣ ೥
    8*%&ϓϩδΣΫτ
    ‣ ೥
    Ұൠࣾஂ๏ਓίϯϐϡʔλΤϯλʔςΠϝϯτڠձ $&4"
    ‣ ˞౰࣌͸Ұൠࣾஂ๏ਓͰ͸ͳ͔ͬͨʢޙड़ʣ
72. ඇӦར๏ਓΛऔΓר͘มԽ ‣ ೥ɹࡕਆ୶࿏େ਒ࡂ
    ‣ ೥ɹಛఆඇӦར׆ಈଅਐ๏੒ཱɾࢪߦ
    ‣ ೥୅ɹެӹ๏ਓ੍౓վֵ
    ‣ ೥ɹ৽੍౓ࢪߦ
    ‣ ೥ɹ׬શҠߦ
73. ࡕਆ୶࿏େ਒ࡂͱ/10 ‣ ෮ڵࢧԉͷͨΊʹϘϥϯςΟΞ͕ଟ਺ू·Δ
    ‣ ೚ҙஂମͩͬͨͨΊɺ༷ʑͳ໰୊͕ੜ͡Δ
    ‣ د෇͕ۚద੾ʹड͚औΕͳ͍
    ‣ ๏ਓ͕֨ͳ͍ͨΊ
    ‣ ౰࣌ͷެӹ๏ਓ੍౓Ͱ͸๏ਓ֨ͷऔಘ͕ࠔ೉
    ‣ ˠ೥ɺ/10๏͕੒ཱ
74. ެӹ๏ਓ੍౓վֵ ‣ /10๏ਓʹΑΓެӹతͳ׆ಈΛຽ͕ؒ୲͏͜ͱ͕ҰൠԽ
    ‣ ͦΕ·Ͱͷެӹ๏ਓ੍౓ʹର͢Δ൷൑͕ߴ·Δ
    ‣ লிͷڐՄ͕ඞཁ
    ‣ ੫੍༏۰ͷෆެฏ
    ‣ ˠ೥ʹҰൠࣾஂ๏ਓɾҰൠࡒஂ๏ਓʹؔ͢Δ๏཯ΛؚΊͨ৽੍౓͕ࢪߦ։ ࢝ɺ೥ʹ׬શҠߦ
    ‣ ೥ʹ3VCZͷձΛ๏ਓԽͨ࣌͠ʹ͸͜͏͍͏ੈͷதΛಈ͖͸ྑ͘ཧղͯ͠ ͳ͔ͬͨ
75. ඇӦར๏ਓʹ͍ͭͯ
76. ඇӦར ܕ ๏ਓ ຽ๏ ঎๏
    Ұൠࣾஂ๏ ਓɾҰൠࡒ ஂ๏ਓ๏ ձࣾ๏ ಛఆඇӦར ׆ಈଅਐ๏
    ʢ/10๏ʣ
77. ඇӦར ܕ ๏ਓ Ұൠࣾஂ๏ ਓɾҰൠࡒ ஂ๏ਓ ձࣾ ಛఆඇӦར ׆ಈ๏ਓ ඇӦར๏ਓ 3VCZͷձ͸͜͜
78. ඇӦར ܕ ๏ਓͱ͸ ‣ ʮརӹΛߏ੒һʹ෼഑͠ͳ͍๏ਓʯ
    ‣ ͨͩ͠څ༩ͷࢧڅ౳͸໰୊ͳ͍
    ‣ ৒༨ۚͷ෼഑౳Λఆ׺Ͱېࢭ͢Δඞཁ͕͋Δ
    ‣ ຽ๏ͱ͸ผʹɺ๏ਓ੫๏ͷ֓೦Ͱ΋͋Δ
79. ඇӦར ܕ ๏ਓͱ͸ ‣ ๏ਓ੫๏্ͷඇӦརܕ๏ਓͷཁ݅Λຬͨ͢৔߹ɺऩӹࣄۀΛߦΘ ͳ͍ݶΓ๏ਓ੫͕՝੫͞Εͳ͍
    ‣ 3VCZ,BJHJɾ,BJHJ
    PO
    3BJMT΋ऩӹࣄۀͰ͸ͳ͍ܗͰ࣮ࢪ͍ͯ͠ Δ
    ‣ ݸਓʹ͸ඇӦརͷ֓೦͸ͳ͍ͷͰඞͣ՝੫͞ΕΔ
    ‣ ๏ਓԽͷϝϦοτͷҰͭ
80. ίϛϡχςΟ׆ಈந৅Խ
    ϨΠϠʔͱ3VCZͷձ
81. ίϛϡχςΟ׆ಈந৅ԽϨΠϠʔ ‣ ։ൃந৅ԽϨΠϠʔͷೋ൪Ḧ͡ https://www.joelonsoftware.com/2006/04/11/the-development-abstraction-layer-2/
82. ։ൃந৅ԽϨΠϠʔ ‣ 2
    .4ͱ͔ΛࣙΊͯಠཱͨ͠։ൃऀ͕ ಘ্ͯͯ͠ख͍͔͘ͳ͍ͷ͸ͳ͔ͥʁ
    ‣ "
    .4ʹ͸։ൃந৅ԽϨΠϠʔ͕ߏங ͞Ε͍ͯͯɺ։ൃऀ͸ͦΕΛ࢖͏͜ͱ ͕Ͱ͖͔ͨΒ
    ‣ ϚωδϝϯτͷओͨΔ੹຿ɿίʔυ Λॻ͘͜ͱͰιϑτ΢ΣΞձ͕ࣾӡ ӦͰ͖Δɺͱ͍͏ݬ૝Λ࡞Γग़͢ https://www.joelonsoftware.com/2006/04/11/the-development-abstraction-layer-2/
83. ։ൃந৅ԽϨΠϠʔ ‣ ։ൃ͢ΔͨΊʹඞཁͳશͯ
    ‣ ։ൃऀ͔Β͸ݟ͑ͯͳ͍ʢ͚Ͳ ศརʹ࢖͍ͬͯΔʣͱ͍͏ͷ͕ ϙΠϯτ
    ‣ ৄ͘͠͸;FOOʹ͍Ζ͍Ζॻ͍ ͨͷͰྑ͔ͬͨΒಡΜͰͩ͘͞ ͍ https://zenn.dev/takahashim/articles/279523b22a4eed
84. ίϛϡχςΟ׆ಈந৅ԽϨΠϠʔ ‣ ίϛϡχςΟ׆ಈΛ͢ΔͨΊʹ ඞཁͳ͜ͱશͯ
    ‣ ίϛϡχςΟ׆ಈΛ͢Δ্Ͱඞ ཁͳ΋Ζ΋ΖΛ3VCZͷձͰఏ ڙ͢Δ ίϛϡχςΟ׆ಈந৅ԽϨΠ ϠʔʢCZ
    3VCZͷձʣ ஍Ҭ3VCZձٞ 3VCZ,BJHJ ,BJHJ
    PO
    3BJMT Δͼ· ΔΓ·
85. ίϛϡχςΟ׆ಈந৅ԽϨΠϠʔ ‣ ্ͷ෦෼ͷਓͨͪ͸ͨͷ͍͜͠ͱ Λ޷͖ʹ΍ͬͯ΄͍͠
    ‣ ࢲ ͨͪ ΋ͨͷ͠Έ͍ͨ
    ‣ 3VCZͷձ͸ίϛϡχςΟ׆ಈΛ͢ Δਓͨͪʹɺࣗ෼ͨͪͰࣗ༝ʹί ϛϡχςΟ׆ಈ͕Ͱ͖Δɺͱ͍͏ ݬ૝Λఏڙ͍ͨ͠
    ‣ ·͍ͩͩͿந৅Խʹ࿙Ε͕͋Δ ίϛϡχςΟ׆ಈந৅ԽϨΠ ϠʔʢCZ
    3VCZͷձʣ ஍Ҭ3VCZձٞ 3VCZ,BJHJ ,BJHJ
    PO
    3BJMT Δͼ· ΔΓ·
86. ͱ͜ΖͰ͜ͷϨΠϠʔߏ଄͸ ‣ 3VCZͦͷ΋ͷʹ΋ࣅ͍ͯΔͷͰ͸ʁ
87. 3VCZͷ֊૚ߏ଄ ‣ 3VCZΞϓϦέʔγϣϯ͸3VCZ Ͱͨͷ͘͠ॻ͚Δ
    ‣ 3VCZॲཧܥࣗମ͸3VCZͰͨͷ ͘͠ॻ͍͍ͯΔΘ͚Ͱ͸ͳ͍
    ‣ 3VCZॲཧܥΛۤ࿑ͯ͠ΑΓΑ ͘͢Δ͜ͱͰɺ3VCZͰίʔυ Λॻ͘͜ͱ͕ͨͷ͘͠ͳΔ 3VCZॲཧܥ
    CZ
    3VCZ
    DPNNJUFST DPOUSJCVUFST 3VCZΞϓϦέʔγϣϯ
88. 3VCZͷձͷ׆ಈελΠϧ ‣ ʪ3VCZͬΆ͞ʫΛେࣄʹ͢Δ
    ‣ ʪ3VCZͬΆ͘ʫ׆ಈ͢Δ
    ‣ 3VCZͷձ͕3VCZͬΆ͘׆ಈ͍ͯ͠Δؒ͸ɺ3VCZίϛϡχςΟʹ 3VCZͷձ͕ड͚ೖΕΒΕΔͷͰ͸
    ‣ 3VCZͷձ͕3VCZͬΆ͘ͳ͘ͳΔͱɺ3VCZίϛϡχςΟʹड͚ ೖΕΒΕͳ͘ͳΔͷͰ͸ɺͱ͍͏ෆ҆
89. 3VCZͷձͷཧࣄɾࣾһ ‣ ཧࣄʹ3VCZJTU͔͍͠ͳ͍
    ‣ ΈΜͳ3VCZ͕ॻ͚Δ͠3VCZͷ࿩͕௨͡Δʂ͍͢͝ʂ
    ‣ ͦΕ͸ͦΕͰ૊৫ͱͯ͠͸ݶք͕͋Δͷ͔΋ʁ
    ‣ ࣄ຿తͳ࢓ࣄ͸ࣄ຿ͷಘҙͳਓΛޏ͏΂͖Ͱ͸ɺͱ͔
    ‣ Ͱ΋ɺ3VCZΛ஌Βͳ͍ਓ͸3VCZͬΆ͕͞ڞ༗Ͱ͖ͳ͍ͷͰ͸
    ‣ ΋͏গ͠ݱঢ়ͷํ޲ੑͰҾͬுΓ͍ͨ
90. ·ͱΊ
91. ·ͱΊ ‣ "*ͱҰॹʹ3VCZͷίʔυΛॻ͘ͷ΋ͨͷ͍͠Ͱ͢
    ‣ 3VCZͷձ͸3VCZͬΆ͘׆ಈͯ͠·͢
    ‣ Έͳ͞Μͷߟ͑ΔʮΈΜͳͷ3VCZͷձͷ࢖͍ํʯͷఏҊ΋଴ͬ ͯ·͢