生成AI による論文執筆サポート・ワークショップ ─ サーベイ／リサーチクエスチョン編 / Workshop on AI-Assisted Paper Writing Support: Survey/Research Question Edition

2025年10月12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 ─ サーベイ／リサーチクエスチョン編」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 — — — 2025-10-12 – p.1/48
2. https://speakerdeck.com/ks91 AI — — — 2025-10-12 – p.2/48
3. AI AI * AI AI — — — 2025-10-12 – p.3/48
4. 1 10 12 ( ) 20:00-21:30 2 11 9 ( ) 20:00-21:30 3 12 14 ( ) 20:00-21:30 AI — — — 2025-10-12 – p.4/48
5. (1) (2) (3) AI — — — 2025-10-12 – p.5/48
6. ( ) AI AI ( ) AI AI Q & A ( ) AI — — — 2025-10-12 – p.6/48
7. ( ) AI — — — 2025-10-12 – p.7/48
8. — ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷ஌ࣝͷશൣғ ࿦จ ࿦จ ͢Ͱʹ ಡΈ੾Εͳ͍ ֶҐɾ໊੠ͳͲͷ ΠϯηϯςΟϒ΍ ޷ح৺Ͱۦಈ ɹɹɹɹˢ ͳͷͰɺ୭͕ॻ͍͔ͨɺ ୭͕ૣ͔͔ͬͨɺΞΠ σΞΛ౪ΜͰ͍ͳ͍͔ɺ Έ͍ͨͳ͜ͱ͕ॏཁ ( ) ( ) AI — — — 2025-10-12 – p.8/48
9. — ਓྨͷ஌ࣝͷશൣғ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ શࣗಈ͕ͩ ௐ੔͞ΕΔ ·ͬͨ͘ ಡΈ੾Εͳ͍ ͕ɺਓྨશମ ͷ஌ͷ֦ுͷ ଍৔ͱͳΔ DG
   ;1% ཧ࿦ ࣗಈγεςϜʹΑΔ ൃݟɾൃ໌ cf. Nobel Turing Challenge → GAMER PAT AI — — — 2025-10-12 – p.9/48
10. GAMER PAT GAMER PAT : GAme MastER, Paper Authoring Tutor ( ) ( ) : “GAMER PAT: Research as a Serious Game” → → ( ) GAMER PAT AI — — — 2025-10-12 – p.10/48
11. GAMER PAT ↓ (NPC : Non Player Character) ( ) NPC — ( ) ( PAT ) · : → · ( ; PAT OK) · AI AI (AI ) · NPC (Reviewer 1, Reviewer 2, Reviewer 3) 1 3 AI — — — 2025-10-12 – p.11/48
12. GAMER PAT — ( ( ) ) PAT NPC NPC ( ) 3 weak accept +1 a a AI — — — 2025-10-12 – p.12/48
13. 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 — — — 2025-10-12 – p.13/48
14. GPT-5 GAMER PAT Slack NotebookLM (3 ) AI — — — 2025-10-12 – p.14/48
15. AI AI — — — 2025-10-12 – p.15/48
16. ( ) ChatGPT ( (?) ) ( ) AI — — — 2025-10-12 – p.16/48
17. . . . AI — — — 2025-10-12 – p.17/48
18. AI ( ) (1/4) ( ) AI Deep Research GAMER PAT (GPT-5 Deep Research ) Elicit (Elicit, inc.) Scite (Scite LLC) ( ) Consensus (Consensus) Genspark (MainFunc) Perplexity (Perplexity AI) AI — — — 2025-10-12 – p.18/48
19. AI ( ) (2/4) NotebookLM (Google) GAMER PAT ( AI ) AI — — — 2025-10-12 – p.19/48
20. 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 — — — 2025-10-12 – p.20/48
21. AI ( ) (4/4) Claude ChatGPT Gemini (Google) GAMER PAT ( AI ) AI — — — 2025-10-12 – p.21/48
22. AI ( ) AI — — — 2025-10-12 – p.22/48
23. — < ΞΧΩϟϯ஫ > αΠςʔγϣϯ  Ҿ༻ ( = ) ( ) AI — — — 2025-10-12 – p.23/48
24. — ( ) arXiv ( ), SSRN, BioRxiv, medRxiv, etc. ( ) ( ) / ( ) ( ) AI — — — 2025-10-12 – p.24/48
25. DOI ( ; Digital Object Identifier) ( ) https://doi.org/ DOI GAMER PAT ( ) : https://doi.org/10.2139/ssrn.5555818 AI — — — 2025-10-12 – p.25/48
26. ( ) Deep Research DOI URL ( ) ( ) ( ) ( ) Google Scholar 3 Semantic Scholar OK 3 → Perplexity ( AI ) (Perplexity Google Scholar ) AI — — — 2025-10-12 – p.26/48
27. AI DOI URL AI AI — — — 2025-10-12 – p.27/48
28. AI NotebookLM NotebookLM GAMER PAT AI — — — 2025-10-12 – p.28/48
29. NotebookLM abstract AI AI — — — 2025-10-12 – p.29/48
30. NotebookLM GAMER PAT GAMER PAT AI — — — 2025-10-12 – p.30/48
31. GAMER PAT AI AI — — — 2025-10-12 – p.31/48
32. GAMER PAT AI — — — 2025-10-12 – p.32/48
33. AI AI — — — 2025-10-12 – p.33/48
34. ( ) 1 https://forms.gle/zkixBM8tHtSTUYG36 (Zoom URL ) AI — — — 2025-10-12 – p.34/48
35. Q & A AI — — — 2025-10-12 – p.35/48
36. N AI Google Scholar AI ⇒ AI Deep Research ( ) DOI URL ( ) AI — — — 2025-10-12 – p.36/48
37. O AI ⇒ Deep Research AI AI AI — — — 2025-10-12 – p.37/48
38. K AI ⇒ AI AI AI AI AI — — — 2025-10-12 – p.38/48
39. T chatGPT Deep Reasarch (FT50 ) ⇒ Deep Research DOI URL (^^;) AI — — — 2025-10-12 – p.39/48
40. M Tips ⇒ . . . GAMER PAT (https://github.com/ks91/gamer-pat) AI — — — 2025-10-12 – p.40/48
41. H AI AI ⇒ AI — — — 2025-10-12 – p.41/48
42. Q & A 2-3 AI — — — 2025-10-12 – p.42/48
43. N AI ⇒ ( ) WBS AI — — — 2025-10-12 – p.43/48
44. K AI AI ⇒ . . . AI AI AI AI AI AI — — — 2025-10-12 – p.44/48
45. F AI ⇒ . . . AI AI AI AI AI — — — 2025-10-12 – p.45/48
46. S AI ⇒ AI — — — 2025-10-12 – p.46/48
47. 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 — — — 2025-10-12 – p.47/48
48. M AI GPTs NotebookLM “ ” “ ” ⇒ ( ) AI — — — 2025-10-12 – p.48/48