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

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

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
15
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
96
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
Building a Modern Day 
E-commerce SEO Strategy
Avatar for Aleyda Solis aleyda
45
9.1k
BBQ
Avatar for Matthew Crist matthewcrist
89
10k
Code Reviewing Like a Champion
Avatar for maltzj maltzj
528
40k
Designing for Performance
Avatar for Lara Hogan lara
611
70k
How to Grow Your eCommerce with AI & Automation
Avatar for Katarina Dahlin katarinadahlin
PRO
1
230
Crafting Experiences
Avatar for Bethany Jepchumba bethany
1
220
Site-Speed That Sticks
Avatar for Harry Roberts csswizardry
13
1.3k
Automating Front-end Workflow
Avatar for Addy Osmani addyosmani
1370
210k
Done Done
Avatar for chrislema chrislema
186
16k
How to Get Subject Matter Experts Bought In and Actively Contributing to SEO & PR Initiatives.
Avatar for Liv Day livdayseo
0
150
SEO for Brand Visibility & Recognition
Avatar for Aleyda Solis aleyda
0
4.6k
Design in an AI World
Avatar for tapps tapps
1
260

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