LASI-SPAIN 2017
Learning Analytics Summer Institute Spain 2017

Table of Contents

• Learning Analytics Summer Institute Spain 2017: Advances in Learning Analytics (Preface by the Editors) 1-8
  Manuel Caeiro-Rodríguez, Ángel Hernández-García, Pedro J. Muñoz-Merino, Salvador Ros
• What Information Do Teachers Demand from a Computerized Classroom? An Exploratory Analysis 9-16
  Alejandra Martínez-Monés, Christophe Reffay, Gwénaëlle Lécuyer-Cabioch, Vanda Luengo
• Learning Analytics Implementation in a Multidomain Computer-Based Learning Environment 17-30
  Omar Álvarez-Xochihua, Pedro J. Muñoz-Merino, Ricardo García-Pericuesta, José Á. González-Fraga, Carlos Delgado Kloos, Everardo Gutiérrez-López, María Andrade-Aréchiga
• Towards a Living Lab to Support Evidence-based Educational Research and Innovation 31-38
  Adolfo Ruiz-Calleja, María Jesús Rodríguez-Triana, Luis P. Prieto, Katrin Poom-Valickis, Tobias Ley
• Ongoing Research About the Use of Commercial-off-the-shelf Wrist Wearables in Educational Contexts 39-54
  Francisco de Arriba-Pérez, Manuel Caeiro-Rodríguez, Juan M. Santos-Gago
• Predicting Peer-Review Participation at Large Scale Using an Ensemble Learning Method 55-62
  Erkan Er, Eduardo Gómez-Sánchez, Miguel L. Bote-Lorenzo, Yannis Dimitriadis, Juan I. Asensio-Pérez
• Study of the Flexibility of a Learning Analytics Tool to Evaluate Teamwork Competence Acquisition in Different Contexts 63-77
  Miguel Ángel Conde, Francisco J. García-Peñalvo, Ángel Fidalgo-Blanco, María Luisa Sein-Echaluce
• Proposal of a System of Indicators to Assess Teamwork Using Log-based Learning Analytics 78-92
  Carmen Ruiz-de-Azcárate, Ángel Hernández-García, Santiago Iglesias-Pradas, Emiliano Acquila-Natale
• Using Kibana and ElasticSearch for the Recommendation of Job Offers to Students 93-99
  Antonio Robles-Gómez, Salvador Ros, Antonio Martínez-Gámez, Roberto Hernández, Llanos Tobarra, Rafael Pastor, Agustín C. Caminero, Jesús Cano
• Instructional Perspective Using Learning Analytics in Computer Science Education 100-108
  Félix Buendía-García, José V. Benlloch-Dualde
• A Data Collection Experience with Canvas LMS as a Learning Platform 109-123
  Aarón Rubio Fernández, Fernando Santamaría González, Pedro J. Muñoz-Merino, Carlos Delgado Kloos
• Analyzing Students' Behavior in UNED-COMA MOOCs 124-137
  Llanos Tobarra, Salvador Ros, Roberto Hernández, Antonio Robles-Gómez, Rafael Pastor, Agustín C. Caminero, Jesús Cano, Jordi Claramonte
• RaMon, a Rating Monitoring System for Educational Environments 138-150
  Mikel Villamañe, Mikel Larrañaga, Ainhoa Álvarez