生成AI による論文執筆サポート・ワークショップ データ分析／論文ドラフト編 / Generative AI-Assisted Paper Writing Support Workshop: Data Analysis and Drafting Edition

2025年11月9日(日)、オンラインで開催された、早稲田大学ビジネススクール DX 委員会主催「生成AI による論文執筆サポート・ワークショップ ─ データ分析／論文ドラフト編」で使用したスライドです。

Transcript

1. Icon for GAMER PAT (GAme MastER, Paper Authoring Tutor), generated by Stable Diffusion 3.5 AI — (WBS) DX ( : ) AI — — — 2025-11-09 – p.1/30
2. https://speakerdeck.com/ks91 AI — — — 2025-11-09 – p.2/30
3. AI AI * AI AI — — — 2025-11-09 – p.3/30
4. 1 10 12 ( ) 20:00-21:30 2 11 9 ( ) 20:00-21:30 3 12 14 ( ) 20:00-21:30 AI — — — 2025-11-09 – p.4/30
5. (1) (2) (3) AI — — — 2025-11-09 – p.5/30
6. ( ) AI ( ) AI AI AI 10 AI Q & A ( ) AI — — — 2025-11-09 – p.6/30
7. GAMER PAT GAMER PAT : GAme MastER, Paper Authoring Tutor ( ) ( ) : “GAMER PAT: Research as a Serious Game” [arXiv ] [SSRN ] GAMER PAT GAMER PAT GPT GPT-5 ( ) DOI URL ( ) AI — — — 2025-11-09 – p.7/30
8. GAMER PAT ChatGPT GPT : https://chatgpt.com/g/g-6857ca7d5b5c8191931357e3c5f228b7-gamer-pat-research-as-a-serious-game Gemini ≡ Gem → + Gem ( GAMER PAT ) GitHub : https://github.com/ks91/gamer-pat ( Code ZIP ) Gem GitHub Main Instructions 4 .txt ≡ Gem GAMER PAT ( Gem ) Claude GitHub Main Instructions 4 .txt + AI — — — 2025-11-09 – p.8/30
9. GAMER PAT CLI (CLI : Command Line Interface) GAMER PAT GAMER PAT GitHub ../gamer-pat README Main Instructions Claude Code ( ) Codex CLI web Gemini CLI ⇒ GAMER PAT L ATEX2e, R, Python, git, GitHub CLI, skim or SumatraPDF · M2 — ( ) AI — — — 2025-11-09 – p.9/30
10. GAMER PAT CLI (w/ Claude Code) GAMER PAT GAMER PAT 4 Ithenticate 10%, 11%, 16%, 8% 20% (5∼7 ) Web AI — — — 2025-11-09 – p.10/30
11. AI AI — — — 2025-11-09 – p.11/30
12. AI ( ) (3/4) Google Colab (Google) ( Python ) Claude (Anthropic) ChatGPT (OpenAI)(w/ Code Interpreter) ( GPT-5 Pro) Open Interpreter (Python R ; AI ) GAMER PAT ( AI ) (CLI (Command Line Interface) ) Codex CLI (OpenAI) Claude Code (Anthropic) Gemini CLI (Google) Cursor CLI (Anysphere, Inc.) ( AI ) AI — — — 2025-11-09 – p.12/30
13. AI ( ) (4/4) Claude ChatGPT Gemini (Google) GAMER PAT ( AI ) AI — — — 2025-11-09 – p.13/30
14. AI AI ( ) ( ) AI AI AI — — — 2025-11-09 – p.14/30
15. AI AI ( ) → ( ) → ( ) GPT-5 Codex OpenAI GPT-5 ( ) ( ) ( ) ( ) >AI ×AI AI — — — 2025-11-09 – p.15/30
16. (quantitative) (qualitative) AI — — — 2025-11-09 – p.16/30
17. AI WBS AI . . . AI AI — — — 2025-11-09 – p.17/30
18. AI and/or GTA (Grounded Theory Approach), SCAT (Steps for Coding and Theorization), KJ AI ( ) AI AI — — — 2025-11-09 – p.18/30
19. 10 10 GAMER PAT writing-mode.txt (1)(2)(3)(4) abstract (Kent Beck ) GAMER PAT AI — — — 2025-11-09 – p.19/30
20. 10 (1) ( ) (2) (3) (4) (5) (6) (1) (7) (1) (8) (9) (10) AI — — — 2025-11-09 – p.20/30
21. GAMER PAT GAMER PAT AI Google Colab AI — — — 2025-11-09 – p.21/30
22. AI AI — — — 2025-11-09 – p.22/30
23. ( ) 2 https://forms.gle/DgD2n9RkjCFkLVMW6 (Zoom URL ) AI — — — 2025-11-09 – p.23/30
24. Q & A ( 2-3 ) AI — — — 2025-11-09 – p.24/30
25. N AI ⇒ ( ) WBS AI — — — 2025-11-09 – p.25/30
26. K AI AI ⇒ . . . AI AI AI AI AI AI — — — 2025-11-09 – p.26/30
27. F AI ⇒ . . . AI AI AI AI AI — — — 2025-11-09 – p.27/30
28. S AI ⇒ ( 1 ) ⇒ GAMER PAT 4 ( ) Ithenticate 10%, 11%, 16%, 8% ( 11.25%, 3.4%) 20% 20% t (df = 3) t = −5.14, p = 0.014 (< 0.05) 5% ( ) 95% [5.84%, 16.66%] ( GPT-5 ; R ) ⇒ 34% ( ) GAMER PAT 0% 5% AI — — — 2025-11-09 – p.28/30
29. L about using R or python with AI ⇒ There are many tools available for that Open Interpreter, Codex CLI, Gemini CLI, Claude Code, . . . Google Colab, . . . AI — — — 2025-11-09 – p.29/30
30. M AI GPTs NotebookLM “ ” “ ” ⇒ ( ) AI — — — 2025-11-09 – p.30/30