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Recommendation of Learning Objects in an Ubiquitous Learning Environment through an Agent-Based Approach

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Virtual and Networked Organizations, Emergent Technologies and Tools (ViNOrg 2011)

Abstract

An ubiquitous learning environment provides students with a teaching method that would be not possible to be performed in a conventional web-based course. The use of learning objects in a standard way consists of an effective way to allow, among other features, content reuse and interoperability between different Learning Management Systems (LMS). Thus, these contents can be reassembled to create new content. However, a problem that occurs frequently is the unsuitability of the content to the context in which the student is inserted. A context-aware ubiquitous learning support environment allows students participating in this kind of course to receive content that suits their needs (available physical resources, preferences, geographic location, learning styles etc.). Thus, this paper presents an agent-based approach to context-aware recommendation of learning objects in order to enhance the learning process in ubiquitous learning.

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References

  1. Pontes, A.Á.A., Neto, F.M.M., de Campos, G.A.L.: Multiagent System for Detecting Passive Students in Problem-Based Learning. In: Demazeau, Y., Dignum, F., Corchado, J.M., Bajo, J., Corchuelo, R., Corchado, E., Fernández-Riverola, F., Julián, V.J., Pawlewski, P., Campbell, A. (eds.) Trends in PAAMS. AISC, vol. 71, pp. 165–172. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  2. Yau, J.Y.-K., Joy, M.: A Context-Aware Personalized M-learning Application Based on M-learning Preferences. In: 6th IEEE International Conference on Wireless, Mobile and Ubiquitous Technologies in Education (WMUTE), pp. 11–18. IEEE Computer Society, Washington (2010)

    Chapter  Google Scholar 

  3. Moore, P., Hu, B., Jackson, M., Wan, J.: Intelligent Context for Personalised M-Learning. In: International Conference on Complex, Intelligent and Software Intensive Systems, pp. 247–254. IEEE Computer Society, Los Alamitos (2009)

    Chapter  Google Scholar 

  4. Zhao, X.,Wan, X., Okamoto, T.: Adaptive Content Delivery in Ubiquitous Learning Environment. In: 6th IEEE International Conference on Wireless, Mobile and Ubiquitous Technologies in Education (WMUTE), pp. 19–26. IEEE Computer Society, Washington (2010)

    Google Scholar 

  5. Rodolpho, E.R.: Convergência digital de objetos de aprendizagem SCORM. Universidade Estadual de São Paulo Júlio de Mesquita Filho (UNESP), São José do Rio Preto, SP (2009)

    Google Scholar 

  6. Learning Technology Standards Committee (LTSC), http://ieeeltsc.org

  7. Draft Standard for Learning Object Metadata IEEE Standard 1484.12.1, http://ltsc.ieee.org/wg12/files/LOM_1484_12_1_v1_Final_Draft.pdf

  8. Russell, S.J., Norvig, P.: Articial Intelligence, a Modern Approach, 2nd edn. Prentice Hall (2003)

    Google Scholar 

  9. Caregnato, S.E., Mendes, R.M., de Souza, V.I. : A propriedade intelectual na elaboração de objetos de aprendizagem. In: Encontro Nacional de Ciência da Informação. Universidade Federal da Bahia, Salvador (2004)

    Google Scholar 

  10. Advanced Distributed Learning (ADL), http://www.adlnet.org

  11. Castillo, S., Ayala, G.: ARMOLEO: An Architecture for Mobile Learning Objects. In: 18th International Conference on Electronics, Communications and Computers (CONIELECOMP), pp. 53–58. IEEE Computer Society, Los Alamitos (2008)

    Chapter  Google Scholar 

  12. Dias, C.C.L., Kemczinski, A., de Lucena, S.V.S., Ferlin, J., da Hounsell, M.S.: Padrões abertos: aplicabilidade em Objetos de Aprendizagem (OAs). In: XX Simpósio Brasileiro de Informática na Educação, SBIE, Florianópolis (2009)

    Google Scholar 

  13. Moore, P., Hu, B.: A Context Framework with Ontology for Personalised and Cooperative Mobile Learning. In: Shen, W., Luo, J., Lin, Z., Barthès, J.-P.A., Hao, Q. (eds.) CSCWD. LNCS, vol. 4402, pp. 727–738. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  14. Moore, P., Hu, B., Wan, J.: Smart-Context: A Context Ontology for Pervasive Mobile Computing. The Computer Journal 53, 191–207 (2008)

    Article  Google Scholar 

  15. Schilit, B., Adams, N., Want, R.: Context-Aware Computing Applications. In: IEEE Workshop on Mobile Computing Systems and Applications (WMCSA), pp. 85–90. IEEE Computer Society, Santa Cruz (1994)

    Google Scholar 

  16. Nguyen, V.A., Pham, V.C., Ho, S.D.: A Context-Aware Mobile Learning Adaptive System for Supporting Foreigner Learning English. In: IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Hanoi, Vietnam, pp. 1–6 (2010)

    Google Scholar 

  17. Yao, C.-B.: Adaptive Context aware and intelligent searching in mobile learning applications. In: The 2nd International Conference on Computer and Automation Engineering (ICCAE), Taipei, Taiwan, vol. 5, pp. 802–806 (2010)

    Google Scholar 

  18. de O. Morais II, M.J.: MAS-Commonkads+: Uma Extensão à Metodologia MAS-Commonkads para Suporte ao Projeto Dealhado de Sistemas Multiagentes Racionais. Masther Thesis. State University of the Ceará, Fortaleza, CE (2010)

    Google Scholar 

  19. Neto, F.M.M., de O. Morais II, M.J.: Multiagent System for Supporting the Knowledge Management in the Software Process. In: Ramachandran, M. (ed.) Knowledge Engineering for Software Development Life Cycles: Support Technologies and Applications, pp. 96–113. IGI Global, New York (2010)

    Google Scholar 

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da Silva, L.C.N., Neto, F.M.M., Júnior, L.J., de Carvalho Muniz, R. (2012). Recommendation of Learning Objects in an Ubiquitous Learning Environment through an Agent-Based Approach. In: Putnik, G.D., Cruz-Cunha, M.M. (eds) Virtual and Networked Organizations, Emergent Technologies and Tools. ViNOrg 2011. Communications in Computer and Information Science, vol 248. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31800-9_11

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  • DOI: https://doi.org/10.1007/978-3-642-31800-9_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31799-6

  • Online ISBN: 978-3-642-31800-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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