A systematic literature review in Learning Analytics

This paper presents a systematic literature review in Learning Analytics with the aim of providing a general overview for researchers about the current state of this area and in which educational contexts it has been applied. A five-step process was followed. First, a series of research questions we...

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Bibliographic Details
Authors: Corcho, Andrés Felipe Pineda, Cadavid, Julian Moreno
Format: article
Status:Published version
Publication Date:2018
Country:Brasil
Institution:Universidade Federal do Ceará (UFC)
Repository:Repositório Institucional da Universidade Federal do Ceará (UFC)
Language:Portuguese
OAI Identifier:oai:repositorio.ufc.br:riufc/44029
Online Access:http://www.repositorio.ufc.br/handle/riufc/44029
Access Level:Open access
Keyword:Learning Analytics - systematic literature review
Systematic literature review-five-step proces
Description
Summary:This paper presents a systematic literature review in Learning Analytics with the aim of providing a general overview for researchers about the current state of this area and in which educational contexts it has been applied. A five-step process was followed. First, a series of research questions were proposed in relation to the objectives, models, techniques and contexts in order to obtain an overview of the topic and its applications. Those questions allowed to direct the search to find relevant documents in this area, then a filtering process was carried out, followed by an evaluation process and finally, the analysis of the information to answer the questions proposed initially.