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生成AI による論文執筆サポート・ワークショップ 論文執筆・推敲編 / Generative ...
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Kenji Saito
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December 14, 2025
Research
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生成AI による論文執筆サポート・ワークショップ 論文執筆・推敲編 / Generative AI-Assisted Paper Writing Support Workshop: Drafting and Revision 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 ─ 論文執筆・推敲編」で使用したスライドです。
Kenji Saito
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December 14, 2025
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Transcript
Icon for GAMER PAT (GAme MastER, Paper Authoring Tutor), generated
by Stable Diffusion 3.5 AI — (WBS) DX ( : ) AI — — — 2025-12-14 – p.1/28
https://speakerdeck.com/ks91 AI — — — 2025-12-14 – p.2/28
AI AI * AI AI — — — 2025-12-14 –
p.3/28
1 10 12 ( ) 20:00-21:30 2 11 9 (
) 20:00-21:30 3 12 14 ( ) 20:00-21:30 AI — — — 2025-12-14 – p.4/28
(1) (2) MBA AI — — — 2025-12-14 – p.5/28
( ) AI ( ) AI AI ( ) 10
( ) AI Q & A ( ( ) ) AI — — — 2025-12-14 – p.6/28
GAMER PAT GAMER PAT : GAme MastER, Paper Authoring Tutor
( ) ( ) : “GAMER PAT: Research as a Serious Game” [arXiv ] [SSRN ] GAMER PAT GAMER PAT AI — — — 2025-12-14 – p.7/28
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 — — — 2025-12-14 – p.8/28
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 GAMER PAT L ATEX2e, R, Python, git, GitHub CLI, skim or SumatraPDF · M2 — ( ) AI — — — 2025-12-14 – p.9/28
GAMER PAT CLI (w/ Claude Code) (1) (2) PAT (3)
(5∼7 ) Web AI — — — 2025-12-14 – p.10/28
AI AI — — — 2025-12-14 – p.11/28
AI ( ) Claude (Anthropic) ChatGPT (OpenAI) Gemini (Google) GAMER
PAT ( AI ) (CLI (Command Line Interface) ) Codex CLI (OpenAI) Claude Code (Anthropic) Gemini CLI (Google) Cursor CLI (Anysphere, Inc.) ( AI ) AI — — — 2025-12-14 – p.12/28
AI AI — — — 2025-12-14 – p.13/28
( ) ( ) ( ) ( ) AI AI
AI — — — 2025-12-14 – p.14/28
AI GAMER PAT ( ) AI https://item-shopping.c.yimg.jp/i/n/hankos_bunshozemi-01_2 ( ) 1
( ) ( ) AI — — — 2025-12-14 – p.15/28
AI ( ) AI ( ) → ( ) →
( ) GPT-5 Codex OpenAI GPT-5 ( ) ( ) ( ) ( ) >AI ×AI AI — — — 2025-12-14 – p.16/28
10 ( ; ) (1) ( ) (2) (3) (4)
(5) (6) (1) (7) (1) (8) (9) (10) AI — — — 2025-12-14 – p.17/28
GAMER PAT AI — — — 2025-12-14 – p.18/28
AI AI — — — 2025-12-14 – p.19/28
( ) 3 https://forms.gle/FEE4emh3vS86aRXx9 (Zoom URL ) AI — —
— 2025-12-14 – p.20/28
Q & A ( 2-3 ) AI — — —
2025-12-14 – p.21/28
GAMER PAT ( ) ( ) AI ⇒ . .
. PAT ( ^^;) AI — — — 2025-12-14 – p.22/28
N AI ⇒ ( ) WBS AI — — —
2025-12-14 – p.23/28
K AI AI ⇒ . . . AI AI AI
AI AI AI — — — 2025-12-14 – p.24/28
F AI ⇒ . . . AI AI AI AI
AI — — — 2025-12-14 – p.25/28
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 — — — 2025-12-14 – p.26/28
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 — — — 2025-12-14 – p.27/28
M AI GPTs NotebookLM “ ” “ ” ⇒ (
) AI — — — 2025-12-14 – p.28/28