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
文献紹介 / Structure-based Knowledge Tracing: An In...
Search
Atom
May 06, 2021
0
82
文献紹介 / Structure-based Knowledge Tracing: An Influence Propagation View
Atom
May 06, 2021
Tweet
Share
More Decks by Atom
See All by Atom
文献紹介 / Knowledge Tracing with GNN
roraidolaurent
0
85
文献紹介 / Non-Intrusive Parametric Reduced Order Models withHigh-Dimensional Inputs via Gradient-Free Active Subspace
roraidolaurent
0
52
ニューラルネットワークのベイズ推論 / Bayesian inference of neural networks
roraidolaurent
1
2.8k
Graph Convolutional Networks
roraidolaurent
0
220
文献紹介 / A Probabilistic Annotation Model for Crowdsourcing Coreference
roraidolaurent
0
63
文献紹介Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
roraidolaurent
0
94
文献紹介/ Bayesian Learning for Neural Dependency Parsing
roraidolaurent
0
110
ポッキー数列の加法定理 / Pocky number additon theorem
roraidolaurent
0
200
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
roraidolaurent
1
130
Featured
See All Featured
How STYLIGHT went responsive
nonsquared
100
5.5k
The Art of Programming - Codeland 2020
erikaheidi
53
13k
Being A Developer After 40
akosma
91
590k
A better future with KSS
kneath
239
17k
Site-Speed That Sticks
csswizardry
6
520
Build The Right Thing And Hit Your Dates
maggiecrowley
35
2.7k
Designing for humans not robots
tammielis
253
25k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
34
2.9k
Designing for Performance
lara
608
69k
How to train your dragon (web standard)
notwaldorf
91
6k
Code Review Best Practice
trishagee
67
18k
Reflections from 52 weeks, 52 projects
jeffersonlam
349
20k
Transcript
None
2
3
4
5
6
7
8
9
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 𝑝𝑎𝑟𝑡𝑖𝑗 𝑟
12
13
14
15
16
17
18
19
20
21
22
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
25