Title :
Knowledge extraction from usage data of mobile devices with educational purposes
Author :
de Arriba Perez, Francisco ; Caeiro Rodriguez, Manuel ; Santos Gago, Juan Manuel
Author_Institution :
Dept. de Telematica, Univ. de Vigo, Vigo, Spain
Abstract :
This article presents a thesis project that falls within the field of the Information and Communication Technologies (ICT) related to Knowledge Discovery and Learning Analytics (LA). The main aim is to leverage data generated by mobile devices (smartphones, wearables, and so forth) and combine them together with already known LA variables, so that relevant features and patterns that define the student behavior can be identified.
Keywords :
behavioural sciences computing; computer aided instruction; data mining; mobile learning; ICT; LA variables; information and communication technologies; knowledge discovery; knowledge extraction; learning analytics; mobile device usage data; student behavior; Electronic learning; Information and communication technology; Least squares approximations; Mobile communication; Smart phones; e-learning; learning analytics; smarthphones; wearables;
Conference_Titel :
Information Systems and Technologies (CISTI), 2015 10th Iberian Conference on
Conference_Location :
Aveiro
DOI :
10.1109/CISTI.2015.7170406
