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Nowadays there are diferent systems to support teaching and learning, each one has their own objectives and using specifics methods to collect educational data. To conciliate data from different sources is a problem of the Learning Analytics (LA) area. To help in this task, this article presents the initial version of Ontology For Learning Analytics (Onto4LA), created with the objective of facilitating the integration of educational data. The main contribuition of the proposed ontology is make possible the integration of different concepts presents on the frameworks of Learning Analytics. Resumo. Atualmente existem diferentes sistemas para apoio ao ensino e aprendizagem, cada um deles com seus próprios objetivos e utilizando métodos especı́ficos para a coleta de dados educacionais. A integração desses dados oriundos de diferentes fontes é um dos problemas da área de Learning Analytics (LA). Para auxiliar nesta tarefa, este artigo apresenta a versão inicial da Ontology For Learning Analytics (Onto4LA), criada com o objetivo de facilitar a integração de dados educacionais. A principal contribuição da ontologia é tornar possı́vel a integração de diferentes conceitos presentes nos frameworks de Learning Analytics.

Onto4LA: uma ontologia para integração de dados educacionais