Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
研究って何だっけ / What is Research?
Search
Kenji Saito
PRO
April 17, 2025
Science
2
180
研究って何だっけ / What is Research?
早稲田大学大学院経営管理研究科「ブロックチェーンと分散ファイナンス演習・研究指導」2025 春の第1回で使用したスライドです。
Kenji Saito
PRO
April 17, 2025
Tweet
Share
More Decks by Kenji Saito
See All by Kenji Saito
アカデミーキャンプ2026 冬「ウチらとヤツらのフューチャー・デザイン」DAY3 / Acadmy Camp 2026 Winter - Future Design by Us and Them DAY3
ks91
PRO
0
44
アカデミーキャンプ2026 冬「ウチらとヤツらのフューチャー・デザイン」DAY1 / Acadmy Camp 2026 Winter - Future Design by Us and Them
ks91
PRO
0
73
アカデミーキャンプ2026 冬「ウチらとヤツらのフューチャー・デザイン」DAY2 / Acadmy Camp 2026 Winter - Future Design by Us and Them DAY2
ks91
PRO
0
61
アナログAI からの逃走とメタ・ネイチャーポジティブ / Escape from Analog AI, and Meta-Nature Positive
ks91
PRO
0
32
AI 前提社会におけるトラスト / Trust in an AI-Driven Society
ks91
PRO
0
63
非営利組織の起業/発表と総括 / Starting up a Nonprofit Organization, Presentation and Summary
ks91
PRO
0
65
自己開発 / Self-Development
ks91
PRO
1
32
あなたは何によって憶えられたいですか? / What Do You Want to be Remembered for?
ks91
PRO
0
39
ボランティアと理事会 / Volunteers and Board of Directors
ks91
PRO
0
62
Other Decks in Science
See All in Science
データベース09: 実体関連モデル上の一貫性制約
trycycle
PRO
0
1.1k
Distributional Regression
tackyas
0
370
先端因果推論特別研究チームの研究構想と 人間とAIが協働する自律因果探索の展望
sshimizu2006
3
790
データマイニング - コミュニティ発見
trycycle
PRO
0
220
アクシズを探せ! 各勢力の位置関係についての考察
miu_crescent
PRO
1
110
2025-05-31-pycon_italia
sofievl
0
150
機械学習 - K近傍法 & 機械学習のお作法
trycycle
PRO
0
1.4k
主成分分析に基づく教師なし特徴抽出法を用いたコラーゲン-グリコサミノグリカンメッシュの遺伝子発現への影響
tagtag
PRO
0
210
Agent開発フレームワークのOverviewとW&B Weaveとのインテグレーション
siyoo
0
430
防災デジタル分野での官民共創の取り組み (1)防災DX官民共創をどう進めるか
ditccsugii
0
540
データマイニング - グラフ構造の諸指標
trycycle
PRO
0
270
NDCG is NOT All I Need
statditto
2
2.9k
Featured
See All Featured
Producing Creativity
orderedlist
PRO
348
40k
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
950
How STYLIGHT went responsive
nonsquared
100
6k
AI Search: Where Are We & What Can We Do About It?
aleyda
0
7.1k
Navigating Team Friction
lara
192
16k
Building an army of robots
kneath
306
46k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
250
The browser strikes back
jonoalderson
0
760
So, you think you're a good person
axbom
PRO
2
1.9k
Fashionably flexible responsive web design (full day workshop)
malarkey
408
66k
A better future with KSS
kneath
240
18k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.2k
Transcript
Blockchain and Decentralized Finance — generated by Stable Diffusion 3.5
2025 1 2025 1 — 2025-04-18 – p.1/47
https://speakerdeck.com/ks91 2 2025 1 — 2025-04-18 – p.2/47
. . . . . . 2020 ( ) MBA
2025 1 — 2025-04-18 – p.3/47
(Ph.D.) http://matt.might.net/articles/phd-school-in-pictures/ Ph.D. : Philosophiae Doctor ( ) / Doctor
of Philosophy ( ) 2025 1 — 2025-04-18 – p.4/47
(1/15) The illustrated guide to a Ph.D. Matt Might matt.might.net
ֆͰΘ͔Δത࢜߸ͷಓϚοτɾϚΠτ 2025 1 — 2025-04-18 – p.5/47
(2/15) ਓྨͷࣝͷશൣғΛද͢ ԁΛߟ͍͑ͯͩ͘͞ 2025 1 — 2025-04-18 – p.6/47
(3/15) খֶߍΛଔۀ͢Δ͜Ζɺ ͦͷগ͠ ͍ͬͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.7/47
(4/15) ߴߍΛଔۀ͢Δ͜Ζʹɺ ͏গ͠ ͍ͬͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.8/47
(5/15) େֶΛଔۀ͢Δ͜Ζʹɺ ઐੑΛ ʹ͚͍ͭͯ·͢ 2025 1 — 2025-04-18 – p.9/47
(6/15) େֶӃͰम࢜߸ΛऔΔ͜ͱɺ ͦͷઐੑΛ ਂΊ·͢ 2025 1 — 2025-04-18 – p.10/47
(7/15) ݚڀจΛಡΉ͜ͱͰɺ ͦͷ࣌ͷਓྨͷͷ ݶքʹ౸ୡ͠·͢ 2025 1 — 2025-04-18 – p.11/47
(8/15) ͷݶքʹ౸ୡͨ͠ͳΒɺ ͦ͜Ͱूத͠·͢ 2025 1 — 2025-04-18 – p.12/47
(9/15) ͷݶքΛɺʹΘͨͬͯ ԡ͠ଓ͚·͢ 2025 1 — 2025-04-18 – p.13/47
(10/15) ͋ΔɺݶքΛಥഁͰ͖·͢ 2025 1 — 2025-04-18 – p.14/47
(11/15) Ph.D. ͦͷͱ͖͜͏ଆʹϙίοͱ ग़ͨͱ͜Ζ͕ɺത࢜߸ͳͷͰ͢ 2025 1 — 2025-04-18 – p.15/47
(12/15) ͪΖΜɺࠓ͋ͳͨʹ ੈք͕ҧͬͯݟ͍͑ͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.16/47
(13/15) Ph.D. ͔ͩΒͦ͜େ͖ͳֆΛΕͣʹ 2025 1 — 2025-04-18 – p.17/47
(14/15) Keep pushing. ԡ͠ଓ͚Ζɻ 2025 1 — 2025-04-18 – p.18/47
(15/15) More at http://blog.might.net/ 2025 1 — 2025-04-18 – p.19/47
http://matt.might.net/articles/phd-school-in-pictures/ 2025 1 — 2025-04-18 – p.20/47
͜Ε·Ͱ ͜Ε͔Β ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷࣝͷશൣғ ਓྨͷࣝͷશൣғ จ จ ࣗಈ ੜ
จ ࣗಈ ੜ จ ࣗಈ ੜ จ ͢Ͱʹ ಡΈΕͳ͍ ֶҐɾ໊ͳͲͷ ΠϯηϯςΟϒ ح৺Ͱۦಈ શࣗಈ͕ͩ ௐ͞ΕΔ ·ͬͨ͘ ಡΈΕͳ͍ ͕ɺਓྨશମ ͷͷ֦ுͷ ͱͳΔ DG;1% ཧ ϝλࣗવબ 2025 1 — 2025-04-18 – p.21/47
↑ ↑ 2025 1 — 2025-04-18 – p.22/47
2025 1 — 2025-04-18 – p.23/47
: ( ) : : : : : : :
: : 2025 1 — 2025-04-18 – p.24/47
1 : { | } ← ⇓ 2 : {
| } ← 1 2 ( ) ← ← ← 2025 1 — 2025-04-18 – p.25/47
: ← ( ( ) ) ← ( ) (
) ( ) ( ) 2025 1 — 2025-04-18 – p.26/47
. . . : → ( ) → 1 (
) : → ( ) → 2 : → ( ) → 3 2025 1 — 2025-04-18 – p.27/47
. . . ( ) : ( = , )
: 2025 1 — 2025-04-18 – p.28/47
2025 1 — 2025-04-18 – p.29/47
< ΞΧΩϟϯ > αΠςʔγϣϯ Ҿ༻ ( = ) (
) 2025 1 — 2025-04-18 – p.30/47
— ( ) arXiv ( ), SSRN, BioRxiv, medRxiv, etc.
( ) / ( ) ( ) 2025 1 — 2025-04-18 – p.31/47
= 2025 1 — 2025-04-18 – p.32/47
( ) Google Scholar ( Deep Research ) https://scholar.google.com (
) ( ) ( ) ( ) ( . . . ) ( ) 2025 1 — 2025-04-18 – p.33/47
— Molly K. Macauley, “The economics of space debris: Estimating
the costs and benefits of debris mitigation” ( ) ( DeepL ) DOI ( ) Digital Object Identifier ( ) https://doi.org/ DOI https://doi.org/10.1016/j.actaastro.2015.05.006 2025 1 — 2025-04-18 – p.34/47
. . . , , (Wikipedia) 2025 1 — 2025-04-18
– p.35/47
(2020 ) 5 300 https://www.livescience.com/torsion-balance-breakthrough-prize.html 5 5 . . .
( ) 2025 1 — 2025-04-18 – p.36/47
( ) 2025 1 — 2025-04-18 – p.37/47
: (1) : ( ) (2) : ( ) ⇒
2025 1 — 2025-04-18 – p.38/47
( ) ( + ) ( ) 2025 1 —
2025-04-18 – p.39/47
( ) 2025 1 — 2025-04-18 – p.40/47
2025 1 — 2025-04-18 – p.41/47
( ) ( ) 2025 1 — 2025-04-18 – p.42/47
“What I cannot create, I do not understand.” “Know how
to solve every problem that has been solved.” 2025 1 — 2025-04-18 – p.43/47
ͯ͢ಉ͡৭ ͯ͢ಉ͡৭ 3 ( # 3 ( # 2025 1
— 2025-04-18 – p.44/47
3 ( # 3 ( # 3 ( # ෆಁ໌ͰඃͤΔ
3 ( # 3 ( # ͷղऍ ݩʑ͜Μͳ৭ʁ Կ͔ඃ͍ͬͯ͞Δ ೖྗ͞Εͨ৭ ը૾ͷ࡞Γํ 2025 1 — 2025-04-18 – p.45/47
. . . 2025 1 — 2025-04-18 – p.46/47
2025 1 — 2025-04-18 – p.47/47