Abstract
In communities of practice (CoP), learning occurs through constant interactions of their participants. The social aspect is fundamental for the construction of knowledge. This work uses semantic web technologies and ontologies to structure and represent the interactions of CoPs participants around a dynamic user profile. This user profile describes a set of dispersed properties and relationships in CoPs, allowing collaborative trajectories recovery in these learning environments.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
References
Wenger, E.: Communities of practice: learning as a social system. Syst. Think. 9(5), 23 (1998)
Ribeiro, A.M., Silva, J.L., Boff, E., Viccari, R.M.: Dos ambientes de aprendizagem às comunidades de prática. Simpósio Brasileiro de Informática na Educação, vol. 22 (2011)
Da Silva, J.L., Ribeiro, A.M., Boff, E., Primo, T.T., Viccari, R.M.: A reference profile ontology for communities of practice. Int. J. Metadata Semant. Ontol. 7(3), 185–196 (2012)
Fuks, H., Raposo, A.B., Gerosa, M.A., Lucena, C.J.: Applying the 3C model to groupware development. Int. J. Coop. Inf. Syst. 14(02n03), 299–328 (2005)
Brusilovsky, P., Millán, E.: User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 3–53. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-72079-9_1
Ghorab, M.R., Zhou, D., Oconnor, A., Wade, V.: Personalised information retrieval survey and classification. User Model. User-Adap. Inter. 23(4), 381–443 (2013)
Primo, T.T., Vicari, R.M., Bernardi, K.S.: User profiles and learning objects as ontology individuals to allow reasoning and interoperability in recommender systems. In: Global Engineering Education Conference (EDUCON), pp. 1–9. IEEE (2012)
Käser, T., Klingler, S., Schwing, A.G., Gross, M.: Beyond knowledge tracing: modeling skill topologies with bayesian networks. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 188–198. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07221-0_23
Fenza, G., Orciuoli, F.: Building pedagogical models by formal concept analysis. In: Micarelli, A., Stamper, J., Panourgia, K. (eds.) ITS 2016. LNCS, vol. 9684, pp. 144–153. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-39583-8_14
Plumbaum, T.: User modeling in the social semantic web (2015)
Tifous, A., El Ghali, A., Dieng-Kuntz, R., Giboin, A., Christina, C., Vidou, G.: An ontology for supporting communities of practice. In: Proceedings of the 4th International Conference on Knowledge Capture, pp. 39–46. ACM (2007)
Chikh, A., Berkani, L.: Communities of practice of e-learning, an innovative learning space for e-learning actors. Procedia-Soc. Behav. Sci. 2, 5022–5027 (2010)
Fernandez, M., Scharl, A., Bontcheva, K., Alani, H.: User profile modelling in online communities (2014)
Caballé, S., Daradoumis, T., Xhafa, F., Juan, A.: Providing effective feedback, monitoring and evaluation to on-line collaborative learning discussions. Comput. Hum. Behav. 27(4), 1372–1381 (2011)
Conesa, J., Caballé, S., Gañán, D., Prieto, J.: Exploiting the semantic web to represent information from on-line collaborative learning. Int. J. Comput. Intell. Syst. 5(4), 653–667 (2012)
Bojars, U., Breslin, J.G., Berrueta, D., Brickley, D., Decker, S., Fern andez, S., Gorn, C., Harth, A., Heath, T., et al.: SIOC core ontology specification (2007)
Brickley, D., Miller, L.: FOAF Vocabulary Specification (2012)
Da Silva, J.L.T., Ribeiro, A.M., Reategui, E.: Tecnologias semânticas aplicadas a representação de conhecimento educacional em comunidades de prática (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Pereira, M., Vicari, R.M., da Silva, J.L.T. (2018). Semantic Collaboration Trajectories in Communities of Practice. In: Nkambou, R., Azevedo, R., Vassileva, J. (eds) Intelligent Tutoring Systems. ITS 2018. Lecture Notes in Computer Science(), vol 10858. Springer, Cham. https://doi.org/10.1007/978-3-319-91464-0_40
Download citation
DOI: https://doi.org/10.1007/978-3-319-91464-0_40
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-91463-3
Online ISBN: 978-3-319-91464-0
eBook Packages: Computer ScienceComputer Science (R0)