Upgrade to Pro — share decks privately, control downloads, hide ads and more …

文献紹介 / Structure-based Knowledge Tracing: An In...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Atom Atom
May 06, 2021
120
0

文献紹介 / Structure-based Knowledge Tracing: An Influence Propagation View

Avatar for Atom

Atom

May 06, 2021

More Decks by Atom

See All by Atom
YouTubeのチャット欄の配置変更 / Changing the layout of the YouTube chat field
Avatar for Atom roraidolaurent
0
2
文献紹介 / Knowledge Tracing with GNN
Avatar for Atom roraidolaurent
0
110
文献紹介 / Non-Intrusive Parametric Reduced Order Models withHigh-Dimensional Inputs via Gradient-Free Active Subspace
Avatar for Atom roraidolaurent
0
69
ニューラルネットワークのベイズ推論 / Bayesian inference of neural networks
Avatar for Atom roraidolaurent
2
2.9k
Graph Convolutional Networks
Avatar for Atom roraidolaurent
0
260
文献紹介 / A Probabilistic Annotation Model for Crowdsourcing Coreference
Avatar for Atom roraidolaurent
0
95
文献紹介Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Avatar for Atom roraidolaurent
0
140
文献紹介/ Bayesian Learning for Neural Dependency Parsing
Avatar for Atom roraidolaurent
0
140
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
Avatar for Atom roraidolaurent
1
180

Featured

See All Featured
Accessibility Awareness
Avatar for Sarah Abderemane sabderemane
1
140
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
28
3.5k
WENDY [Excerpt]
Avatar for Tessa Abrams tessaabrams
11
38k
SEO in 2025: How to Prepare for the Future of Search
Avatar for Michael King ipullrank
3
3.5k
The browser strikes back
Avatar for Jono Alderson jonoalderson
0
1.3k
From π to Pie charts
Avatar for Rasagy Sharma rasagy
0
220
Future Trends and Review - Lecture 12 - Web Technologies (1019888BNR)
Avatar for Beat Signer signer
PRO
0
3.6k
Avoiding the “Bad Training, Faster” Trap in the Age of AI
Avatar for Mike Taylor tmiket
0
180
Code Reviewing Like a Champion
Avatar for maltzj maltzj
528
40k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
Avatar for Sam Stephenson sstephenson
162
16k
Navigating Team Friction
Avatar for Lara Hogan lara
192
16k
A better future with KSS
Avatar for Kyle Neath kneath
240
18k

Transcript

  1. None

  2. 2

  3. 3

  4. 4

  5. 5

  6. 6

  7. 7

  8. 8

  9. 9

  10. 10 𝒙𝑡 = 𝑒𝑡 = 0に回答して不正解? 𝑒𝑡 = 0に回答して正解? 𝑒𝑡

    = 1に回答して不正解? ⋮ 関係r ごとに埋め込み 関係r に関する一時的に用いる特徴量 注）ℎ𝑖 𝑡 ← ℎ 𝑖 𝑡,𝑇と更新されない．

  11. 11 𝑝𝑎𝑟𝑡𝑖𝑗 𝑟

  12. 12

  13. 13

  14. 14

  15. 15

  16. 16

  17. 17

  18. 18

  19. 19

  20. 20

  21. 21

  22. 22

  23. 23 1ステップのみの学習で得られた 影響ベクトル 𝐽𝑖 ∈ ℝ+𝑁として 概念間の影響ベクトルのコサイン類似度が 0.5以上のものにエッジを引いてクラスタリング

  24. 24

  25. 25