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
98
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
100
文献紹介 / Non-Intrusive Parametric Reduced Order Models withHigh-Dimensional Inputs via Gradient-Free Active Subspace
roraidolaurent
0
60
ニューラルネットワークのベイズ推論 / Bayesian inference of neural networks
roraidolaurent
2
2.8k
Graph Convolutional Networks
roraidolaurent
0
240
文献紹介 / A Probabilistic Annotation Model for Crowdsourcing Coreference
roraidolaurent
0
76
文献紹介Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
roraidolaurent
0
120
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
220
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
roraidolaurent
1
160
Featured
See All Featured
HDC tutorial
michielstock
1
280
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
AI Search: Where Are We & What Can We Do About It?
aleyda
0
6.8k
Ruling the World: When Life Gets Gamed
codingconduct
0
120
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
520
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
1
36
Money Talks: Using Revenue to Get Sh*t Done
nikkihalliwell
0
120
How STYLIGHT went responsive
nonsquared
100
6k
Navigating Algorithm Shifts & AI Overviews - #SMXNext
aleyda
0
1k
AI: The stuff that nobody shows you
jnunemaker
PRO
1
37
Joys of Absence: A Defence of Solitary Play
codingconduct
1
260
A Guide to Academic Writing Using Generative AI - A Workshop
ks91
PRO
0
170
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