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
88
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
92
文献紹介 / Non-Intrusive Parametric Reduced Order Models withHigh-Dimensional Inputs via Gradient-Free Active Subspace
roraidolaurent
0
55
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
230
文献紹介 / A Probabilistic Annotation Model for Crowdsourcing Coreference
roraidolaurent
0
65
文献紹介Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
roraidolaurent
0
96
文献紹介/ Bayesian Learning for Neural Dependency Parsing
roraidolaurent
0
120
ポッキー数列の加法定理 / Pocky number additon theorem
roraidolaurent
0
210
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
roraidolaurent
1
140
Featured
See All Featured
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
YesSQL, Process and Tooling at Scale
rocio
173
14k
The Invisible Side of Design
smashingmag
300
51k
Gamification - CAS2011
davidbonilla
81
5.3k
The Cult of Friendly URLs
andyhume
79
6.5k
How to train your dragon (web standard)
notwaldorf
94
6.1k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
248
1.3M
A Modern Web Designer's Workflow
chriscoyier
694
190k
Why You Should Never Use an ORM
jnunemaker
PRO
58
9.4k
It's Worth the Effort
3n
185
28k
Stop Working from a Prison Cell
hatefulcrawdad
270
20k
The Cost Of JavaScript in 2023
addyosmani
51
8.5k
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