Lecture Notes in Computer Science
Commenced Publication in 1973
Founding and Former Series Editors:
Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
David Hutchison
Lancaster University, UK
Takeo Kanade
Carnegie Mellon University, Pittsburgh, PA, USA
Josef Kittler
University of Surrey, Guildford, UK
Jon M. Kleinberg
Cornell University, Ithaca, NY, USA
Alfred Kobsa
University of California, Irvine, CA, USA
Friedemann Mattern
ETH Zurich, Switzerland
John C. Mitchell
Stanford University, CA, USA
Moni Naor
Weizmann Institute of Science, Rehovot, Israel
Oscar Nierstrasz
University of Bern, Switzerland
C. Pandu Rangan
Indian Institute of Technology, Madras, India
Bernhard Steffen
TU Dortmund University, Germany
Madhu Sudan
Microsoft Research, Cambridge, MA, USA
Demetri Terzopoulos
University of California, Los Angeles, CA, USA
Doug Tygar
University of California, Berkeley, CA, USA
Gerhard Weikum
Max Planck Institute for Informatics, Saarbruecken, Germany
6964
Carlos Delgado Kloos Denis Gillet
Raquel M. Crespo García
Fridolin Wild Martin Wolpers (Eds.)
Towards
Ubiquitous Learning
6th European Conference
on Technology Enhanced Learning, EC-TEL 2011
Palermo, Italy, September 20-23, 2011
Proceedings
13
Volume Editors
Carlos Delgado Kloos
Universidad Carlos III de Madrid
Avenida Universidad 30, 28911 Leganés (Madrid), Spain
E-mail: cdk@it.uc3m.es
Denis Gillet
École Polytechnique Fédérale de Lausanne
1015 Lausanne, Switzerland
E-mail: denis.gillet@epfl.ch
Raquel M. Crespo García
Universidad Carlos III de Madrid
Avenida Universidad 30, 28911 Leganés (Madrid), Spain
E-mail: rcrespo@it.uc3m.es
Fridolin Wild
The Open University
Walton Hall, Milton Keynes, MK7 6AA, UK
E-mail: f.wild@open.ac.uk
Martin Wolpers
Fraunhofer Institute for Applied Information Technology (FIT)
Schloss Birlinghoven, 53754 Sankt Augustin, Germany
E-mail: martin.wolpers@fit.fraunhofer.de
ISSN 0302-9743
e-ISSN 1611-3349
ISBN 978-3-642-23984-7
e-ISBN 978-3-642-23985-4
DOI 10.1007/978-3-642-23985-4
Springer Heidelberg Dordrecht London New York
Library of Congress Control Number: 2011935864
CR Subject Classification (1998): H.4, H.3, I.2, C.2, H.5, J.1
LNCS Sublibrary: SL 2 – Programming and Software Engineering
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Preface
These are the proceedings of the sixth edition of the European Conference on
Technology-Enhanced Learning (EC-TEL). The conference was held in the beautiful bay of Mondello close to Palermo (Italy) during September 20–23, 2011.
EC-TEL is now an established conference and the main reference in technologyenhanced learning in Europe and worldwide. Previous editions of the conference
have been held in Crete, Greece (2006 and 2007), Maastricht, The Netherlands
(2008), Nice, France (2009), and Barcelona, Spain (2010).
This year’s edition was devoted to ubiquitous learning understood from the
widest point of view. EC-TEL 2011 pushed further the ubiquitous learning
paradigm by not only tackling the challenges of exploiting new trendy devices
in various contexts, but also by investigating ways to meet and support formally
and informally the learners in their learning playgrounds and social environments
thanks to innovative scenarios.
EC-TEL has been as always very competitive. For the 2011 edition, 158
paper submissions were received from which 30 were selected as full papers.
This makes an acceptance rate of 19%. In addition, 12 papers were presented
as short papers and there were 8 posters. There were many interesting papers
on topics such as Web 2.0 and social media, recommender systems, learning
analytics, collaborative learning, interoperability of tools, etc.
Two first-class keynote speakers were present at the conference and their
ideas are also reflected in these proceedings. Chris Dede of the Graduate School
of Education of Harvard University gave a talk to present the perspective from
the US with the title “Emerging Technologies, Ubiquitous Learning, and Educational Transformation.” From Europe, Carlo Perrotta of Futurelab, UK, gave a
talk about “Ubiquitous Learning vs. the Value of Boundaries: Reflections on Five
Years of ‘Innovation in Education’.” It is now tradition to have the European
Commission present the expectations of forthcoming calls of the Framework Programme. This year, as well, Javier Hernández Ros, new Head of Unit of Cultural
Heritage and Technology-Enhanced Learning at the European Commission, gave
a talk about the Framework Programme and its forthcoming eighth call.
A number of thought-provoking workshops were organized prior to the main
conference. Twenty-five workshop proposals were received, from which ten were
selected. An additional workshop about “Technology-Enhanced Learning for
Mathematics and Science” was held in the memory of Erica Melis of DFKI,
who recently passed away, as a tribute to her active engagement in the field.
There were many other highlights at the conference:
– The Doctoral Consortium, which plays a key role in the education of future
PhDs in the field
VI
Preface
– The Industry Track, where representatives of industry presented their vision
of the field in two interesting panel sessions: “Learning in the Cloud” and
“Learning and Social Networks.”
This conference was made possible thanks to the help of many enthusiastic
people. On the one hand, all the researchers from academia and industry who
submitted papers, posters, and demos to the conference. Without them, there
would not be any conference. We hope that those papers did not find their
way into the conference, because of its incredibly high standards, will have the
opportunity to see the light elsewhere. Thanks are due also to the Program
Committee, who did an excellent job in the paper selection process and provided
valuable feedback for improving the papers. Special thanks go to Mario Allegra
and his team at the CNR Institute for Educational Technology in Palermo for
the excellent local organization. Also many thanks to the Chairs of the different
committees that formed the conference organization for an excellent and smooth
collaboration.
Partial support was received from the STELLAR Network of Excellence, the
Spanish Ministry of Science and Innovation, Desire2Learn, the UNIR University
and the Universidad Carlos III de Madrid. Additionally, thanks are also due
to many other supporting institutions, namely: the European Association of
Technology-Enhanced Learning EATEL, the Fraunhofer Institut FIT, the EPFL,
the eMadrid research project of the region of Madrid, the ROLE project of the
European Commission, and the Spanish Association TELSpain. For handling
the organization of submitted papers, the handy system EasyChair was used.
Above all we would like to thank you, the reader of these proceedings and
possibly also participant of the conference, because it is you who can harness
the advances reported in these proceedings and take them to the next level.
September 2011
Carlos Delgado Kloos
Denis Gillet
Raquel M. Crespo Garcı́a
Fridolin Wild
Martin Wolpers
Organization
Executive Committee
General Chair
Martin Wolpers
Fraunhofer FIT, Germany
Program Chairs
Carlos Delgado Kloos
Denis Gillet
Universidad Carlos III
de Madrid/eMadrid/TelSpain, Spain
École Polytechnique Fédérale
de Lausanne, Switzerland
Local Organization Chair
Mario Allegra
Istituto per le Tecnologie
Didattiche, Italy
Workshop Chair
Stefanie Lindstaedt
Know-Center Graz,
Austria
Poster and Demo Chair
Fridolin Wild
Dissemination Chair
Abelardo Pardo
Industrial Session Chair
Daniel Burgos
The Open University, UK
Universidad Carlos III
de Madrid/eMadrid/TelSpain, Spain
ATOS/International University
of La Rioja/TELspain, Spain
Doctoral Consortium Chairs
Katherine Maillet
Télécom SudParis, France
Mike Sharples
University of Nottingham, UK
Publication Chair
Raquel M. Crespo Garcı́a
Universidad Carlos III
de Madrid, Spain
VIII
Organization
Program Committee
Heidrun Allert
Charoula Angeli
Luis Anido Rifón
Sylvester Arnab
Inmaculada
Arnedillo-Sánchez
Juan I. Asensio-Pérez
Nicolas Balacheff
Francesco Bellotti
Adriana Berlanga
Carl Blesius
Katrin Borcea-Pfitzmann
Bert Bredeweg
Francis Brouns
Peter Brusilovsky
Daniel Burgos
Rafael A. Calvo
Lorenzo Cantoni
Linda Castañeda
Manuel Castro
Mohamed Amine Chatti
Giuseppe Chiazzese
Agnieszka Chrzaszcz
Raquel M. Crespo Garcı́a
Ulrike Cress
Alexandra Cristea
Laura Czerniewicz
Giorgio Dabormida
Paul De Bra
Carlos Delgado Kloos
Christian Depover
Michael Derntl
Philippe Dessus
Darina Dicheva
Stefan Dietze
Pierre Dillenbourg
Yannis Dimitriadis
Vania Dimitrova
Christian-Albrechts-Universität zu Kiel,
Germany
University of Cyprus, Cyprus
Universidade de Vigo, Spain
The Serious Games Institute, UK
Trinity College Dublin, Ireland
University of Valladolid, Spain
CNRS, France
University of Genoa, Italy
Open Universiteit, The Netherlands
Harvard Medical School, USA
Technische Universität Dresden, Germany
University of Amsterdam, The Netherlands
Open Universiteit, The Netherlands
University of Pittsburgh, USA
ATOS Origin Research & Innovation, Spain
University of Sydney, Austria
Università della Svizzera italiana, Italy
University of Murcia, Spain
UNED, Spain
Informatik 5 - RWTH Aachen, Germany
CNR, Italy
A.G.H. University of Science and Technology,
Poland
Universidad Carlos III de Madrid, Spain
Knowledge Media Research Center, Germany
University of Warwick, UK
Centre for Educational Technology,
South Africa
ELGI, Italy
Eindhoven University of Technology,
The Netherlands
Universidad Carlos III de Madrid, Spain
Université de Mons-Hainaut, France
RWTH Aachen University, Germany
LSE, Grenoble, France
Winston-Salem State University, USA
Knowledge Media Institute, Open University,
UK
EPFL, Switzerland
University of Valladolid, Spain
University of Leeds, UK
Organization
Peter Dolog
Hendrik Drachsler
Jon Dron
Benedict Du Boulay
Erik Duval
Martin Ebner
Marta Enrech Larrea
Al Essa
Dieter Euler
Baltasar Fernández-Manjón
Carmen Fernández-Panadero
Christine Ferraris
Dragan Gasevic
Denis Gillet
Fabrizio Giorgini
Christian Glahn
Monique Grandbastien
David Griffiths
Begona Gros
Christian Guetl
Joerg Haake
Andreas Harrer
Anne Helsdingen
Davinia Hernández-Leo
Knut Hinkelmann
Ulrich Hoppe
Emmanuel Jamin
Patrick Jermann
Sanna Järvelä
Marco Kalz
Nikos Karacapilidis
Michael Kickmeier-Rust
Barbara Kieslinger
Paul Kirschner
Ralf Klamma
Joris Klerkx
Tomaž Klobučar
Rob Koper
Nicole Kraemer
Milos Kravcik
Barbara Kump
IX
Aalborg University, Denmark
Open Universiteit, The Netherlands
Athabasca University, Canada
University of Sussex, UK
K.U.Leuven, Belgium
University of Graz, Austria
Universitat Oberta de Catalunya, Spain
Desire2Learn, Canada
Universität St. Gallen, Switzerland
Universidad Complutense de Madrid, Spain
Universidad Carlos III de Madrid, Spain
Université de Savoie - Equipe Scénarios, France
Athabasca University, Canada
Swiss Federal Institute of Technology in
Lausanne (EPFL), Switzerland
Giunti Labs, Italy
Open Universiteit, The Netherlands
LORIA, UHP Nancy1, France
University of Bolton, UK
Universitat Oberta de Catalunya, Spain
Graz University of Technology, Austria
FernUniversität in Hagen, Germany
Catholic University Eichstätt-Ingolstadt,
Germany
CELSTEC OUNL, The Nertherlands
Universitat Pompeu Fabra, Spain
University of Applied Sciences Northwestern
Switzerland FHNW
University Duisburg-Essen, Germany
ATOS, Spain
Ecole Polytechnique Fédérale de Lausanne,
Switzerland
University of Oulu, Finland
Open Universiteit, The Netherlands
University of Patras, Greece
University of Graz, Austria
Centre for Social Innovation, Austria
Open Universiteit, The Netherlands
RWTH Aachen University, Germany
Katholieke Universiteit Leuven, Belgium
Jozef Stefan Institute, Slovenia
Open Universiteit, The Netherlands
University Duisburg-Essen, Germany
RWTH Aachen, Germany
TU Graz, Austria
X
Organization
Susanne Lajoie
Lydia Lau
Effie Lai-Chong Law
Teemu Leinonen
Tobias Ley
Stefanie Lindstaedt
Andreas Lingnau
Martin Llamas-Nistal
Rose Luckin
George Magoulas
Katherine Maillet
Russell Meier
Martin Memmel
Riichiro Mizoguchi
Paola Monachesi
Pablo Moreno-Ger
Pedro J. Muñoz Merino
Mario Muñoz-Organero
Rob Nadolski
Ambjorn Naeve
Wolfgang Nejdl
Roumen Nikolov
Roger Nkambou
Viktoria Pammer
Abelardo Pardo
Jan Pawlowski
Eric Ras
Uwe Riss
Miguel Rodrı́guez-Artacho
Vicente Arturo Romero
Zaldivar
Maren Scheffel
Tammy Schellens
Hans-Christian Schmitz
Judith Schoonenboom
Peter Scott
Mike Sharples
Bernd Simon
Peter Sloep
Marcus Specht
Slavi Stoyanov
Jaime Sánchez
McGill University, Canada
University of Leeds, UK
University of Leicester, UK
Aalto University School of Art and
Design, Finland
Tallinn University, Estonia
Know-Center Graz, Austria
University of Strathclyde, UK
University of Vigo, Spain
The London Knowledge Lab, UK
Birkbeck College, UK
Institut Telecom Sudparis, France
Milwaukee School of Engineering, USA
DFKI GmbH, Germany
University of Osaka, Japan
Utrecht University, The Netherlands
Universidad Complutense de Madrid, Spain
Universidad Carlos III de Madrid, Spain
Universidad Carlos III de Madrid, Spain
CELSTEC OUNL, The Netherlands
Royal Institute of Technology, Sweden
L3S and University of Hannover, Germany
Sofia University, Bulgaria
Université du Québec À Montréal (UQAM),
Canada
Know-Center, Austria
Universidad Carlos III de Madrid
University of Jyväskylä, Finland
Public Research Centre Henri Tudor, France
SAP AG, SAP Research, Germany
UNED, Spain
Atos, Spain
Fraunhofer Institute for Applied Information
Technology FIT, Germany
Ghent University, Belgium
Fraunhofer FIT.ICON, Germany
VU University Amsterdam, The Netherlands
Open University, UK
University of Nottingham, UK
Wirtschaftsuniversität Wien, Austria
Open Universiteit, The Netherlands
Open Universiteit, The Netherlands
Open Universiteit, The Netherlands
University of Chile, Chile
Organization
Pierre Tchounikine
Stefaan Ternier
Stefan Trausan-Matu
Martin Valcke
Jan Van Bruggen
Christine Vanoirbeek
University of Grenoble, France
Open Universiteit, The Netherlands
“Politehnica” University of Bucharest, Romania
Ghent University, Belgium
Open Universiteit, The Netherlands
Ecole Polytechnique Federale Lausanne,
Switzerland
K.U.Leuven, Belgium
University of Leeds, UK
University of Education Freiburg, Germany
Open Universiteit, The Netherlands
The Open University, UK
Knowledge Media Research Center, Germany
Fraunhofer Institute of Applied Information
Technology, Germany
IMC AG, Germany
Katrien Verbert
Aisha Walker
Gerhard Weber
Wim Westera
Fridolin Wild
Katrin Wodzicki
Martin Wolpers
Volker Zimmermann
Additional Reviewers
Börner, Dirk
Dascalu, Mihai
Di Serio, Angela
Fazeli, Soude
Hsiao, I-Han
XI
Kleanthous, Styliani
Lorenz, Anja
Rebaque, Pablo
Rebedea, Traian
Rega, Isabella
Schirru, Rafael
Sie, Rory
Tardini, Stefano
Ziebarth, Sabrina
Table of Contents
Invited Papers
Emerging Technologies, Ubiquitous Learning, and Educational
Transformation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Chris Dede
1
Ubiquitous Learning vs. the Value of Boundaries: Reflections on Five
Years of ‘Innovation in Education’ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Carlo Perrotta
9
Full Papers
The MIROR Project . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Anna Rita Addessi and Gualtiero Volpe
CROKODIL - A Platform for Collaborative Resource-Based
Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mojisola Anjorin, Christoph Rensing, Kerstin Bischoff,
Christian Bogner, Lasse Lehmann, Anna Lenka Reger, Nils Faltin,
Achim Steinacker, Andy Lüdemann, and Renato Domı́nguez Garcı́a
Remote Collaborative Multi-user Informal Learning Experiences:
Design and Evaluation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Ernesto Arroyo, Valeria Righi, Roger Tarrago, Patricia Santos,
Davinia Hernández-Leo, and Josep Blat
Automatic Identification of Tag Types in a Resource-Based Learning
Scenario . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Doreen Böhnstedt, Lasse Lehmann, Christoph Rensing, and
Ralf Steinmetz
QuizMap: Open Social Student Modeling and Adaptive Navigation
Support withTreeMaps . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Peter Brusilovsky, I-Han Hsiao, and Yetunde Folajimi
Unsupervised Auto-tagging for Learning Object Enrichment . . . . . . . . . . .
Ernesto Diaz-Aviles, Marco Fisichella, Ricardo Kawase,
Wolfgang Nejdl, and Avaré Stewart
Educational Change through Technology: A Challenge for Obligatory
Schooling in Europe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Anusca Ferrari, Romina Cachia, and Yves Punie
15
29
43
57
71
83
97
XIV
Table of Contents
Activity-Based Learner-Models for Learner Monitoring and
Recommendations in Moodle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Beatriz Florian, Christian Glahn, Hendrik Drachsler,
Marcus Specht, and Ramón Fabregat Gesa
Towards Responsive Open Learning Environments: The ROLE
Interoperability Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sten Govaerts, Katrien Verbert, Daniel Dahrendorf, Carsten Ullrich,
Manuel Schmidt, Michael Werkle, Arunangsu Chatterjee,
Alexander Nussbaumer, Dominik Renzel, Maren Scheffel,
Martin Friedrich, Jose Luis Santos, Erik Duval, and
Effie L-C. Law
Deriving Knowledge Profiles from Twitter . . . . . . . . . . . . . . . . . . . . . . . . . . .
Claudia Hauff and Geert-Jan Houben
Orchestration Signals in the Classroom: Managing the Jigsaw
Collaborative Learning Flow . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Davinia Hernández-Leo, Raul Nieves, Ernesto Arroyo,
Andrea Rosales, Javier Melero, Pau Moreno, and Josep Blat
Adult Self-regulated Learning through Linking Experience in Simulated
and Real World: A Holistic Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sonia Hetzner, Christina M. Steiner, Vania Dimitrova,
Paul Brna, and Owen Conlan
Can Erroneous Examples Help Middle-School Students Learn
Decimals? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Seiji Isotani, Deanne Adams, Richard E. Mayer, Kelley Durkin,
Bethany Rittle-Johnson, and Bruce M. McLaren
Simulating LEGO Mindstorms Robots to Facilitate Teaching Computer
Programming to School Students . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Torsten Kammer, Philipp Brauner, Thiemo Leonhardt, and
Ulrik Schroeder
Adaptive Domain-Specific Support to Enhance Collaborative Learning:
Results from Two Studies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Anastasios Karakostas and Stavros Demetriadis
On the Way to a Science Intelligence: Visualizing TEL Tweets for
Trend Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Peter Kraker, Claudia Wagner, Fleur Jeanquartier, and
Stefanie Lindstaedt
Adding Weights to Constraints in Intelligent Tutoring Systems: Does It
Improve the Error Diagnosis? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nguyen-Thinh Le and Niels Pinkwart
111
125
139
153
166
181
196
210
220
233
Table of Contents
Evaluation of Social Media Collaboration Using Task-Detection
Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Johannes Moskaliuk, Nicolas Weber, Hermann Stern,
Joachim Kimmerle, Ulrike Cress, and Stefanie Lindstaedt
XV
248
Framework for Contextualized Learning Ecosystems . . . . . . . . . . . . . . . . . .
Mario Muñoz-Organero, Gustavo A. Ramı́rez,
Pedro J. Muñoz-Merino, and Carlos Delgado Kloos
260
On the Use of Learning Object Metadata: The GLOBE Experience . . . . .
Xavier Ochoa, Joris Klerkx, Bram Vandeputte, and Erik Duval
271
GLUE!-PS: A Multi-language Architecture and Data Model to Deploy
TEL Designs to Multiple Learning Environments . . . . . . . . . . . . . . . . . . . . .
Luis Pablo Prieto, Juan Ignacio Asensio-Pérez, Yannis Dimitriadis,
Eduardo Gómez-Sánchez, and Juan Alberto Muñoz-Cristóbal
Automatic Assessment of Collaborative Chat Conversations with
PolyCAFe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu,
Gillian Armitt, and Costin-Gabriel Chiru
285
299
Monitoring Pattern-Based CSCL Scripts: A Case Study . . . . . . . . . . . . . . .
Marı́a Jesús Rodrı́guez-Triana, Alejandra Martı́nez-Monés,
Juan Ignacio Asensio-Pérez, Iván Manuel Jorrı́n-Abellán, and
Yannis Dimitriadis
313
Automatic Discovery of Complementary Learning Resources . . . . . . . . . . .
Vicente Arturo Romero Zaldivar, Raquel M. Crespo Garcı́a,
Daniel Burgos, Carlos Delgado Kloos, and Abelardo Pardo
327
Usage Pattern Recognition in Student Activities . . . . . . . . . . . . . . . . . . . . .
Maren Scheffel, Katja Niemann, Abelardo Pardo, Derick Leony,
Martin Friedrich, Kerstin Schmidt, Martin Wolpers, and
Carlos Delgado Kloos
341
Cross-Lingual Recommendations in a Resource-Based Learning
Scenario . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sebastian Schmidt, Philipp Scholl, Christoph Rensing, and
Ralf Steinmetz
Student Behavior in Error-Correction-Tasks and Its Relation to
Perception of Competence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Lenka Schnaubert, Eric Andrès, Susanne Narciss, Anja Eichelmann,
George Goguadze, and Erica Melis
356
370
XVI
Table of Contents
Adaptable and Reusable Query Patterns for Trace-Based Learner
Modelling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Lemya Settouti, Nathalie Guin, Vanda Luengo, and Alain Mille
384
Learning Analytics at Large: The Lifelong Learning Network of 160,000
European Teachers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Ergang Song, Zinayida Petrushyna, Yiwei Cao, and Ralf Klamma
398
Simulating Learning Networks in a Higher Education Blogosphere At Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Fridolin Wild and Steinn E. Sigurdarson
412
Short Papers
Orchestration and Feedback in Lab Sessions: Improvements in Quick
Feedback Provision . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Israel Gutiérrez Rojas, Raquel M. Crespo Garcı́a, and
Carlos Delgado Kloos
Using Online Digital Technologies to Build Knowledge: Lessons Learned
from Three Initiatives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Marie Joubert
On Psychological Aspects of Learning Environments Design . . . . . . . . . . .
Miloš Kravčı́k and Ralf Klamma
424
430
436
Evaluating Adaptive Work-Integrated Learning Systems: From the Lab
to the Field . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Barbara Kump, Tobias Ley, and Stefanie Lindstaedt
442
Implicit and Explicit Memory in Learning from Social Software:
A Dual-Process Account . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Tobias Ley, Stefan Schweiger, and Paul Seitlinger
449
Orchestrating Learning Activities in 3D Virtual Worlds: IMS-LD in
Open Wonderland . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
David Maroto, Derick Leony, Carlos Delgado Kloos,
Marı́a Blanca Ibáñez, and José Jesús Garcı́a Rueda
The Effect of Dynamic Computerized Scaffolding on Collaborative
Discourse . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Inge Molenaar, Carla van Boxtel, and Peter Sleegers
455
461
Table of Contents
XVII
Verifying a Quantitative Model of Communities of Practice in a
Computer Users’ Community . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nicolae Nistor and Monika Schustek
467
Help-Seeking in Communities of Practice: Design and Evaluation of a
Help System Supporting Knowledge Sharing . . . . . . . . . . . . . . . . . . . . . . . . .
Nicolae Nistor, Silke Schworm, and Matthias Werner
471
Educational Technology and Culture: The Influence of Ethnic and
Professional Culture on Learners’ Technology Acceptance . . . . . . . . . . . . .
Nicolae Nistor, Armin Weinberger, Ciprian Ceobanu, and
Jan Oliver Heymann
Transferring an Outcome-Oriented Learning Architecture to an IT
Learning Game . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Birgit Schmitz, Roland Klemke, Michael Totschnig,
André Czauderna, and Marcus Specht
Integrating Social Media and Semantic Structure in the Learning
Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Eline Westerhout, Thomas Markus, Vlad Posea, and
Paola Monachesi
477
483
489
Poster Papers
Role-Playing Game for the Osteopathic Diagnosis . . . . . . . . . . . . . . . . . . . .
Pierre Bénech, Valérie Emin, Jana Trgalova, and Eric Sanchez
495
M-Learning Manager: An Emerging Profession . . . . . . . . . . . . . . . . . . . . . . .
Fabrizio Giorgini
501
Self-regulated Learners and Collaboration: How Innovative Tools Can
Address the Motivation to Learn at the Workplace? . . . . . . . . . . . . . . . . . .
Teresa Holocher-Ertl, Claudia Magdalena Fabian, Melody Siadaty,
Jelena Jovanović, Kai Pata, and Dragan Gasevic
506
Active Learning for Technology Enhanced Learning . . . . . . . . . . . . . . . . . .
Artus Krohn-Grimberghe, Andre Busche,
Alexandros Nanopoulos, and Lars Schmidt-Thieme
512
A Model for Assessing the Success of Virtual Talent Communities . . . . . .
Daniel Müller, Anke Diederichsen, Christian Gasper, and
Stefan Strohmeier
519
Towards the Prediction of User Actions on Exercises with Hints Based
on Survey Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Pedro J. Muñoz-Merino, Abelardo Pardo,
Mario Muñoz-Organero, and Carlos Delgado Kloos
525
XVIII
Table of Contents
Analyzing 5 Years of EC-TEL Proceedings . . . . . . . . . . . . . . . . . . . . . . . . . .
Wolfgang Reinhardt, Christian Meier, Hendrik Drachsler, and
Peter Sloep
531
Growing beyond Innovators – ICT-Based School Collaboration in
eTwinning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Riina Vuorikari, Anne Gilleran, and Santi Scimeca
537
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
543