Nothing Special   »   [go: up one dir, main page]

Skip to main content

A Proposal to Integrate Context-Awareness Services to Enhance CSCL Environments Based on Intelligent Agents

  • Conference paper
  • First Online:
Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection (PAAMS 2016)

Abstract

Computer Supported Collaborative Learning (CSCL) is a computational approach allowing students−being organized into groups− to work together for a common goal and discuss from different points of view always seeking to improve learning processes. The context-awareness concept, which is inherent to humans when performing any learning activity, becomes the main component for monitoring activities in virtual learning environments. The aim of this paper is to integrate context-awareness services to enhance CSCL environments supported by Multi-Agent Systems. The awareness-group-agent that composes the system architecture provides the coordination of several agents responsible of handling each of the 11 context-awareness services proposed. This characteristic allows both students and teachers at a given time be aware of their teamwork progress status during execution of the CSCL-MAS environment. In order to validate the incorporation of context-aware services a prototype was built and tested through a case study. Results obtained demonstrate the effectiveness of using this kind of approaches in collaborative learning environments which constitutes an attempt to improve learning processes.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Peña, J.: El aprendizaje cooperativo y las competencias. Rev. d’Innovació Docent Univ. 2, 1–9 (2010)

    Google Scholar 

  2. Palfreyman, K., Rodden, T.: A protocol for users awareness on the world wide web. In: Proceedings of CSCW 1996, pp. 130–139. USA (1996)

    Google Scholar 

  3. Gaver, W.: Sound support for collaboration. In: Proceedings of the ESCW 1991, pp. 293–308 (1991)

    Google Scholar 

  4. Dourish, P., Bellotti, V.: Awareness and coordination in shared workspaces. In: Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW 1992), ACM Press, Toronto (1992)

    Google Scholar 

  5. Berners-Lee, T., Hendler, J.: Publishing on the semantic web. Nature 410(6832), 1023–1024 (2001)

    Article  Google Scholar 

  6. Tramullas, J., Sánchez-Casabón, J., Garrido-Picazo, P.: An evaluation based on the digital library user: an experience with greenstone software. Procedia Soc. Behav. Sci. 73, 167–174 (2013)

    Article  Google Scholar 

  7. Duque, N.D., Ovalle, D.A.: Artificial Intelligence planning techniques for adaptive virtual course construction. Rev. DYNA 78(170), 70–78 (2011). 0012-7353

    Google Scholar 

  8. Diaz, V., Brown, M., Salmons, J.: Assessment of collaborative learning project outcomes, pp. 1–11. Educause (2010)

    Google Scholar 

  9. Hong, H.-Y., Sullivan, F.R.: An idea-centered, principle-based design approach to support learning as knowledge creation. In: ICLS 2008, Utrecht, (2008)

    Google Scholar 

  10. Sing, C.C., Wei-Ying, L., Hyo-Jeong, S., Mun, C.H.: Advancing collaborative learning with ICT: conception, cases and design. Ministry of Education, North Buona Vista Drive (2011)

    Google Scholar 

  11. Rovai, A.A.P.: A preliminary look at the structural differences of higher education classroom communities in traditional and ALN courses. Virginia, Rodriguez (2002)

    Google Scholar 

  12. Larsen, A.K., Hole, G.O.: Collaborative learning in e-learning. Bergen (2009)

    Google Scholar 

  13. Kanaganayagam, I., Fernando, S.: Analysis of the awareness of collaborative e-Learning (CeL) in sri lankan university education, pp. 253–260 (2013)

    Google Scholar 

  14. Ovalle, D., Jiménez, J., Collazos, C., Claros, I., Pantoja, L., Cobos, R., Moreno-Llorena, J., Pifarré, M., Argelagos, E.: Guía metodológica para el seguimiento y evaluación de aprendizaje colaborativo asistido por el sistema KNOWCAT. In: Congreso de Facultades de Ingeniería, ACOFI– Asoc. Colombiana de Facultades de Ingeniería, pp. 1–9 (2009)

    Google Scholar 

  15. Ovalle, D., Salazar, O.Y., Duque, N.: Modelo de recomendación personalizada en cursos virtuales basado en computación ubicua y agentes inteligentes. Rev. Inf. Tecnol. 25(6), 131–142 (2014)

    Article  Google Scholar 

  16. Salazar, O.M., Ovalle, D.A., Duque, N.D.: Adaptive and personalized educational ubiquitous multi-agent system using context-awareness services and mobile devices. In: Zaphiris, P., Ioannou, A. (eds.) LCT 2015. LNCS, vol. 9192, pp. 301–312. Springer, Heidelberg (2015)

    Chapter  Google Scholar 

  17. Luna, V., Quintero, R., Torres, M., Moreno-Ibarra, M., Guzmán, G., Escamilla, I.: An ontology-based approach for representing the interaction process between user profile and its context for collaborative learning environments. Comput. Human Behav. 51, 1387–1394 (2015)

    Article  Google Scholar 

  18. Bellifemine, F., Poggi, A., Rimassa, G.: JADE–A FIPA-compliant agent framework. In: Artículo científico en congreso, Proceedings of PAAM, pp. 97–108 (1999)

    Google Scholar 

  19. Ameen, A., Khan, K., Rani, B.: Extracting knowledge from ontology using Jena for semantic web. In: International Conference for Convergence for Technology-2014, pp. 1–5. IEEE (2014)

    Google Scholar 

Download references

Acknowledgments

The research was developed with the aid of the master grant offered to Oscar M. Salazar by COLCIENCIAS through “Convocatoria 645 de 2014. Capítulo 1 Semilleros-Jóvenes Investigadores”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Demetrio A. Ovalle .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Álvarez, S., Salazar, O.M., Ovalle, D.A. (2016). A Proposal to Integrate Context-Awareness Services to Enhance CSCL Environments Based on Intelligent Agents. In: Bajo, J., et al. Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection. PAAMS 2016. Communications in Computer and Information Science, vol 616. Springer, Cham. https://doi.org/10.1007/978-3-319-39387-2_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-39387-2_34

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-39386-5

  • Online ISBN: 978-3-319-39387-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics