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Multiagent Based Recommendation System Model for Indexing and Retrieving Learning Objects

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 365))

Abstract

This paper proposes a multiagent system application model for indexing, retrieving and recommending learning objects stored in different and heterogeneous repositories. The objects within these repositories are described by filled fields using different metadata (data about data) standards. The searching mechanism covers several different learning object repositories and the same object can be described in these repositories by the use of different types of fields. Aiming to improve accuracy and coverage in terms of recovering a learning object and improve the relevance of the results we propose an information retrieval model based on a multiagent system approach and an ontological model to describe the covered knowledge domain.

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© 2013 Springer-Verlag Berlin Heidelberg

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Campos, R.L.R., Comarella, R.L., Silveira, R.A. (2013). Multiagent Based Recommendation System Model for Indexing and Retrieving Learning Objects. In: Corchado, J.M., et al. Highlights on Practical Applications of Agents and Multi-Agent Systems. PAAMS 2013. Communications in Computer and Information Science, vol 365. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38061-7_31

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  • DOI: https://doi.org/10.1007/978-3-642-38061-7_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38060-0

  • Online ISBN: 978-3-642-38061-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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