Abstract
Integration of heterogeneous information in the context of Internet is becoming a key activity to enable a more organized and semantically meaningful access to several kinds of information in the form of data sources, multimedia documents and web services. In NeP4B (Networked Peers for Business), a project funded by the Italian Ministry of University and Research, we developed an approach for providing a uniform representation of data, multimedia and services, thus allowing users to obtain sets of data, multimedia documents and lists of webservices as query results. NeP4B is based on a P2P network of semantic peers, connected one with each other by means of automatically generated mappings. In this paper we present a new architecture for NeP4B, based on a Multi-Agent System. We claim that such a solution may be more efficient and effective, thanks to the agents autonomy and intelligence, in a dynamic environment, where sources are frequently added (or deleted) to (from) the network.
This work was partially supported by MUR co-funded project NeP4B ( http://www.dbgroup.unimo.it/nep4b ).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Amato, G., Gennaro, C., Rabitti, F., Savino, P.: Milos: A Multimedia Content Management System for Digital Library Applications. In: Heery, R., Lyon, L. (eds.) ECDL 2004. LNCS, vol. 3232, pp. 14–25. Springer, Heidelberg (2004)
Aumueller, D., Do, H.H., Massmann, S., Rahm, E.: Schema and ontology matching with coma++. In: Ozcan, F. (ed.) SIGMOD Conference, pp. 906–908. ACM (2005)
Beneventano, D., Bergamaschi, S.: Semantic Search Engines based on Data Integration Systems. In: Cardoso, J. (ed.) Semantic Web: Theory, Tools and Applications. Idea Group Publishing (forthcoming), http://www.dbgroup.unimo.it
Beneventano, D., Bergamaschi, S., Guerra, F., Vincini, M.: The sewasie network of medi-ator agents for semantic search. J. UCS 13(12), 1936–1969 (2007)
Beneventano, D., Gennaro, C., Guerra, F.: A methodology for building and querying an ontology representing data and multimedia sources. In: ODBIS, pp. 37–40 (2008)
Bergamaschi, S., Castano, S., Beneventano, D., Vincini, M.: Semantic integration of heterogenous information sources. Journal of Data and Knowledge Engineering 36(3), 215–249 (2001)
Boussaid, O., Bentayeb, F., Darmont, J.: An mas-based etl approach for complex data. CoRR, abs/0809.2686 (2008)
Christopher, P.R., Manning, D., Schutze, H.: Introduction to Information Retrieval. Cambridge University Press (2008)
Cost, R.S., Kallurkar, S., Majithia, H., Nicholas, C., Shi, Y.: Integrating Distributed Information Sources with CARROT II. In: Klusch, M., Ossowski, S., Shehory, O. (eds.) CIA 2002. LNCS (LNAI), vol. 2446, pp. 194–201. Springer, Heidelberg (2002)
Crespo, A., Garcia-Molina, H.: Semantic Overlay Networks for P2P Systems. In: Moro, G., Bergamaschi, S., Aberer, K. (eds.) AP2PC 2004. LNCS (LNAI), vol. 3601, pp. 1–13. Springer, Heidelberg (2005)
Doan, A., Madhavan, J., Domingos, P., Halevy, A.Y.: Learning to map between ontologies on the semantic web. In: WWW, pp. 662–673 (2002)
Gennaro, C., Lenzi, R., Mandreoli, F., Martoglia, R., Mordacchini, M.: Design of procedures and structures for the support of the inter-peer semantic queries. Deliverable D4.3.1, NeP4B Project (2009)
Gennaro, C., Lenzi, R., Mandreoli, F., Martoglia, R., Mordacchini, M.: Design of procedures for building inter-peer semantic mapping. Deliverable D4.2.1, NeP4B Project (2009)
Gennaro, C., Mandreoli, F., Martoglia, R., Mordacchini, M., Orlando, S., Penzo, W., Sassatelli, S., Tiberio, P.: Toward an Effective and Efficient Query Processing in the NeP4B Project. In: Proc. of ItAIS (2008)
Gennaro, C., Mordacchini, M., Orlando, S., Rabitti, F.: MRoute: A Peer-to-Peer Routing Index for Similarity Search in Metric Spaces. In: Proc. of DBISP2P (2007)
Hernandez, M.A., Miller, R.J., Haas, L.M.: Clio: A semi-automatic tool for schema mapping. In: SIGMOD Conference, p. 607 (2001)
Lodi, S., Mandreoli, F., Martoglia, R., Penzo, W., Sassatelli, S.: Semantic Peer, Here are the Neighbors You Want! In: Proc. of EDBT (2008)
Loscio, B.F., Salgado, A.C., Vidal, V.M.P.: Using agents for generation and maintenance of mediators. J. Braz. Comp. Soc. 8(1), 32–42 (2002)
Mandreoli, F., Martoglia, R., Penzo, W., Sassatelli, S.: SRI: Exploiting Semantic Information for Effective Query Routing in a PDMS. In: Proc. of WIDM (2006)
Mandreoli, F., Martoglia, R., Penzo, W., Sassatelli, S.: Data-sharing P2P Networks with Semantic Approximation Capabilities. Accepted for Pubblication on IEEE Internet Computing (2009)
Mandreoli, F., Martoglia, R., Penzo, W., Sassatelli, S., Villani, G.: SRI@work: Efficient and Effective Routing Strategies in a PDMS. In: Benatallah, B., Casati, F., Georgakopoulos, D., Bartolini, C., Sadiq, W., Godart, C. (eds.) WISE 2007. LNCS, vol. 4831, pp. 285–297. Springer, Heidelberg (2007)
Melnik, S., Garcia-Molina, H., Rahm, E.: Similarity Flooding: A Versatile Graph Matching Algorithm and ist Application to Schema Matching. In: Proc. of the 18th ICDE (2002)
Noy, N.F.: A survey of ontology-based approaches. SIGMOD Record 33(4), 65–70 (2004)
Palmonari, M., Guerra, F., Turati, A., Maurino, A., Beneventano, D., Valle, E.D., Sala, A., Cerizza, D.: Toward a unified view of data and services. In: Proceedings of the 1st International International Workshop on Semantic Data and Service Integration, Vienna, Austria (2007)
Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. VLDB J. 10(4), 334–350 (2001)
Sajja, P.S.: Multi-agent system for knowledge-based access to distributed databases. Interdisciplinary Journal of Information, Knowledge, and Management 3 (2008)
Tatarinov, I., Halevy, A.: Efficient Query Reformulation in Peer Data Management Systems. In: Proc. of ACM SIGMOD (2004)
Zhang, H., Croft, W.B., Levine, B.N., Lesser, V.R.: A multi-agent approach for peer-to-peer based information retrieval system. In: AAMAS, pp. 456–463. IEEE Computer Society (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bergamaschi, S., Guerra, F., Mandreoli, F., Vincini, M. (2012). Working in a Dynamic Environment: The NeP4B Approach as a MAS. In: Beneventano, D., Despotovic, Z., Guerra, F., Joseph, S., Moro, G., de Pinninck, A.P. (eds) Agents and Peer-to-Peer Computing. AP2PC AP2PC 2009 2008. Lecture Notes in Computer Science(), vol 6573. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31809-2_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-31809-2_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-31808-5
Online ISBN: 978-3-642-31809-2
eBook Packages: Computer ScienceComputer Science (R0)