LASI-SPAIN 2018
Learning Analytics Summer Institute Spain

Table of Contents

• Learning Analytics Summer Institute Spain 2018: Preface by the editors 1-5
  Miguel Á. Conde , Camino Fernández-Llamas , Francisco J. Rodríguez-Sedano , Ángel M. Guerrero-Higueras , Ángel Hernández-García , Francisco J. García-Peñalvo
• Supporting Competence-based Learning in Blended Learning Environments 6-16
  Mikel Villamañe , Ainhoa Álvarez , Mikel Larrañaga , Jessica Caballero , Oscar Hernández-Rivas
• Learning Analytics to Improve the Effectiveness of Continuous Assessment 17-25
  Martín Liz-Domínguez , Martín Llamas-Nistal , Manuel Caeiro-Rodríguez , Fernando Mikic-Fonte
• Learning Analytics and Recommender Systems Toward Remote Experimentation 26-37
  Alexandre L. Gonçalves , Gustavo R. Alves , Lucas M. Carlos , Juarez B. da Silva , João B. da M. Alves
• Validating Performance of Group Formation Based on Homogeneous Engagement Criteria in MOOCs 38-49
  Luisa Sanz-Martínez , Alejandra Martínez-Monés , Miguel L. Bote-Lorenzo , Yannis Dimitriadis
• SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data 50-61
  Manuel Domínguez , Ramón Vilanova , Miguel Á. Prada , José Vicario , Marian Barbu , Maria J. Varanda , Michal Podpora , Umberto.Spagnolini , Paulo Alves , Anna Paganoni
• Design of an Extraction, Transform and Load Process for Calculation of Teamwork Indicators in Moodle 62-73
  Ángel Hernández-García , Emiliano Acquila-Natale , Santiago Iglesias-Pradas , Julián Chaparro-Peláez
• Learning Analytics to Assess Students’ Behavior With Scratch Through Clickstream 74-82
  Daniel Amo , Marc Alier , Francisco J. García-Peñalvo , David Fonseca , María J. Casañ
• Towards a Methodology and a Toolkit to Analyse Data for Novices in Computer Programming 83-93
  Tatiana Person , Iván Ruiz-Rube , Juan M. Dodero
• Visualization Index for Educational Resources by Learning Analytics 94-103
  Noemí DeCastro-García , Ángel Luis Muñoz Castañeda
• Model for Evaluating Student Performance Through Their Interaction With Version Control Systems 104-112
  Angel M. Guerrero-Higueras , Vicente Matellán-Olivera , Gonzalo Esteban-Costales , Camino Fernández-Llamas , Francisco J. Rodríguez-Sedano , Miguel Á. Conde
• Generation of Customized Dashboards Through Software Product Line Paradigms to Analyse University Employment and Employability Data 113-124
  Andrea Vázquez-Ingelmo , Francisco J. García-Peñalvo , Roberto Therón