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MOOCs, 2(0) years later 
Pierre Dillenbourg, Center for Digital Education, EPFL
http://www.tstcc.ch/fr/presentation/galerie/index.php
English 
Francophone
ÉCOLE POLYTECHNIQUE 
FÉDÉRALE DE LAUSANNE
?? 
http://ebooktest.wordpress.com/2009/12/02/the-original-kindle-from-1968/
EPFL is digital 
World 
EPFL 
Community TAs 
World 
EPFL 
MOOC 
Recitation sections 
World 
Africa 
EPFL 
USP BA Africa 
Mutual Interest 
Teachers repeat 
Students’fears
Kshitij Sharma, Patrick Jermann, Pierre Dillenbourg 
EPFL Center for Digital Education
« withmeness » 
0.1 
0.35 
Kshitij Sharma, Patrick Jermann, Pierre Dillenbourg 
EPFL Center for Digital Education
Watching MOOCs in teams
Peer grading 
Doing exercises 
Closed Problem solving 
Open Problem solving 
Hypothetico-deductive 
Reading books 
Answering Quizzes 
Attending lecture 
richness 
scale 
? 
Arguing 
reasoning 
Watching videos 
Voting 
104 
103 
102 
101 
100 Induction 
SCALE
Class 
Team 
Individual 
ArgueGraph
Class 
Team 
Individual
Class 
Team 
Individual
Class 
Team 
Individual 
ArgueGraph
Class 
Team 
Individual
a1 
a2 
a3 
a4 
a5 
6. World 
5. Community 
4. Periphery 
3. Class 
2. Group 
1. Individual 
a6 
a8 
a7 
Orchestration Graphs
G= (V, E) where E= V X V 
V = {ai} | ai: ts, te, π, object, product, {c}, traces, {metadata} 
E = { eij} | eij: (ai, aj, {operators}, {controls}, label, weight, 
elasticity) 
analytics 
Workflow Pedagogical idea Stochastic model
Library of Graph Operators
Library of Edge Labels
a1 
a2 
a3 
X0(s) 
X1(s) X3(s) 
X2(s) 
Lost Active 
.39 .39 
Dropped 
Out 
.17 
.05 Fine 
.27 
.40 
.10 
.24 
.14 
.30 
.20 .35 
1 
The weight of edges
Library of States
State Transition Matrix
State Transition Matriy Entropy
State Transition Matriy Utopy
State Transition Matriy Utopy
Design for Analytics
https://www.duolingo.com/skill/en/Basics-1/1
Eiger 
1974, 10 hours 2008, 2 h 47 2011, 2 h 28
Better be an actor 
than a spectator 
Pierre Dillenbourg, Center for Digital Education, EPFL 
ÉCOLE POLYTEC HNIQUE 
FÉDÉRALE DE LAUSANNE
ÉCOLE POLYTECHNIQUE 
FÉDÉRALE DE LAUSANNE

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