DocumentCode
727786
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
fYear
2015
fDate
17-20 June 2015
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Systems and Technologies (CISTI), 2015 10th Iberian Conference on
Conference_Location
Aveiro
Type
conf
DOI
10.1109/CISTI.2015.7170406
Filename
7170406
Link To Document