Summary
In P2P systems, nodes typically connect to a small set of random peers to query them, and they propagate those queries along their own connections. To improve that mechanism, semantic overlay networks influence those connections depending on the content of the peers, clustering peers in overlapped groups (Semantic Overlay Networks). We propose using ontologies for describing semantic information of both, the shared items and the user profile. Once the peers are grouped by semantic information, we can take advantage of that distribution to add some new functionalities as recommendation, using ontologies comparison and the same principle to create SONs: the users with similar files to us, will probably have files that we are interested in.
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References
Aberer, K., Cudré-Mauroux, P., Datta, A., Despotovic, Z., Hauswirth, M., Punceva, M., Schmidt, R.: P-Grid: a self-organizing structured P2P system, pp. 29–33. ACM Press, New York (2003)
Aberer, K., Cudre-Mauroux, P., Hauswirth, M.: GridVine: Building Internet-Scale Semantic Overlay Networks, pp. 107–121. Springer, Heidelberg (2004)
Angeline, P.J.: Adaptive and self-adaptive evolutionary computations. Computational Intelligence, 152–161 (1995)
Cabrer, Y.B., Fernández, M.R., Solla, A.G.: AVATAR: Un sistema de recomendación personalizada de contenidos televisivos basado en información semántica.
Crespo, A., Garcia-Molina, H.: Routing indices for peer-to-peer systems, pp. 23–32 (2002)
Crespo, A., Garcia-Molina, H.: Semantic Overlay Networks (2002)
Crespo, A., Garcia-Molina, H.: Semantic Overlay Networks for P2P Systems. Springer, Heidelberg (2004)
Cudre-Mauroux, P., Agarwal, S., Aberer, K.: GridVine: An Infrastructure for Peer Information Management, vol. 11, pp. 36–44 (2007)
Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by latent semantic analysis, vol. 41, pp. 391–407 (1990)
Groza, T., Handschuh, S., Moller, K., Grimnes, G., Sauermann, L., Minack, E., Jazayeri, M., Mesnage, C., Reif, G., Gudjonsdottir, R.: The NEPOMUK Project-On the way to the Social Semantic Desktop
Gruber, T.R.: Toward principles for the design of ontologies used for knowledge sharing, vol. 43, pp. 907–928. Academic Press, Inc., Duluth (1995)
Haase, P., Siebes, R., van Harmelen, F.: Peer Selection in Peer-to-Peer Networks with Semantic Topologies. Springer, Heidelberg (2004)
Iofciu, T., Kohlschutter, C., Nejdl, W.: Keywords and rdf fragments: Integrating metadata and full-text search in beagle++. In: Proc. of the Semantic Desktop Workshop held at the 4th International Semantic Web Conference (2005)
Loser, A., Staab, S.: Semantic Social Overlay Networks, vol. 25, p. 1. IEEE Institute of Electrical and Electronics (2007)
Nesic, S., Gasevic, D., Jazayeri, M.: An Ontology-Based Framework for Authoring Assisted by Recommendation, pp. 227–231 (2007)
Pouwelse, J.A., Garbacki: TRIBLER: a social-based peer-to-peer system: Research Articles, vol. 20, pp. 127–138. John Wiley and Sons Ltd., Chichester (2008)
Pouwelse, J.A., Garbacki, P., Epema, D.H.J., Sips, H.J.: The bittorrent p2p file-sharing system: Measurements and analysis. In: International Workshop on Peer-to-Peer Systems (IPTPS) (2005)
Ripeanu, M.: Peer-to-Peer Architecture Case Study: Gnutella Network. In: Proceedings of International Conference on Peer-to-peer Computing, vol. 101 (2001)
Sauermann, L., van Elst, L.: Pimo - a framework for representing personal information models. In: Pellegrini, T., Schaffert, S. (eds.) Proceedings of I-Semantics 2007, pp. 270–277. JUCS (2007)
Sripanidkulchai, K., Maggs, B.: Efficient content location using interest-based locality in peer-to-peer systems. In: INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications Societies, vol. 3. IEEE, Los Alamitos (2003)
Tang, C., Xu, Z.: Peer-to-peer information retrieval using self-organizing semantic overlay networks, pp. 175–186. ACM Press, New York (2003)
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García-Sola, A., Botía, J.A. (2009). Semantic Overlay Networks for Social Recommendation in P2P. In: Corchado, J.M., Rodríguez, S., Llinas, J., Molina, J.M. (eds) International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008). Advances in Soft Computing, vol 50. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85863-8_33
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DOI: https://doi.org/10.1007/978-3-540-85863-8_33
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