Using Agents & Artifacts to Access the Semantic Web A Recommender System Case Study
Resumo
In this paper we integrate the access of agents to the Semantic Web by means of the Agents & Artifacts model, using the Cartago framework. Our case study is a recommender system to define metadata of a Learning Object according to a metadata standard. The agents are able to provide recommendations by querying the DBPedia through artifacts. The contribution of our work is to develop a prototype integrating MAS to the Semantic Web using artifacts.Referências
Berners-Lee, T., Hendler, J., Lassila, O., et al. (2001). The semantic web. Scientific american, 284(5):28–37.
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., and Hellmann, S. (2009). Dbpedia-a crystallization point for the web of data. Web Semantics: Science, Services and Agents on the World Wide Web, 7(3):154–165.
Chen, H., Finin, T., Joshi, A., Kagal, L., Perich, F., and Chakraborty, D. (2004). Intelligent agents meet the semantic web in smart spaces. IEEE Internet Computing, 8(6).
da Silva, D. M. and Vieira, R. (2007). Argonaut: Integrating jason and jena for context aware computing based on owl ontologies. Agent, Web Services, and Ontologies Integrated Methodologies, page 19.
Kagal, L., Perich, F., Chen, H., Tolia, S., Zou, Y., Finin, T., Joshi, A., Peng, Y., Cost, R. S., and Nicholas, C. (2003). Agents making sense of the semantic web. In Innovative Concepts for Agent-Based Systems, pages 417–433. Springer.
Katasonov, A. and Terziyan, V. (2008). Semantic agent programming language (s-apl): A middleware platform for the semantic web. In Proceedings of the 2008 IEEE International Conference on Semantic Computing, ICSC ’08, pages 504–511. IEEE Computer Society.
Klapiscak, T. and Bordini, R. H. (2009). Jasdl: A practical programming approach combining agent and semantic web technologies. In Declarative Agent Languages and Technologies VI, pages 91–110. Springer.
Omicini, A., Ricci, A., and Viroli, M. (2008a). Artifacts in the a&a meta-model for multi-agent systems. Autonomous Agents and Multi-Agent Systems, 17(3):432–456.
Omicini, A., Ricci, A., and Viroli, M. (2008b). Artifacts in the a&a meta-model for multi-agent systems. Autonomous Agents and Multi-Agent Systems, 17(3):432–456.
Ricci, A., Viroli, M., and Omicini, A. (2007). Give agents their artifacts: the a&a approach for engineering working environments in mas. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems, page 150. ACM.
Ricci, A., Viroli, M., and Omicini, A. (2008). The a&a programming model and technology for developing agent environments in mas. In Programming multi-agent systems, pages 89–106. Springer.
Weyns, D., Omicini, A., and Odell, J. (2007). Environment as a first class abstraction in multiagent systems. Autonomous agents and multi-agent systems, 14(1):5–30.
Zou, Y., Finin, T., Ding, L., Chen, H., and Pan, R. (2003). Using semantic web technology in multi-agent systems: a case study in the taga trading agent environment. In Proceedings of the 5th international conference on Electronic commerce, pages 95–101. ACM.
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., and Hellmann, S. (2009). Dbpedia-a crystallization point for the web of data. Web Semantics: Science, Services and Agents on the World Wide Web, 7(3):154–165.
Chen, H., Finin, T., Joshi, A., Kagal, L., Perich, F., and Chakraborty, D. (2004). Intelligent agents meet the semantic web in smart spaces. IEEE Internet Computing, 8(6).
da Silva, D. M. and Vieira, R. (2007). Argonaut: Integrating jason and jena for context aware computing based on owl ontologies. Agent, Web Services, and Ontologies Integrated Methodologies, page 19.
Kagal, L., Perich, F., Chen, H., Tolia, S., Zou, Y., Finin, T., Joshi, A., Peng, Y., Cost, R. S., and Nicholas, C. (2003). Agents making sense of the semantic web. In Innovative Concepts for Agent-Based Systems, pages 417–433. Springer.
Katasonov, A. and Terziyan, V. (2008). Semantic agent programming language (s-apl): A middleware platform for the semantic web. In Proceedings of the 2008 IEEE International Conference on Semantic Computing, ICSC ’08, pages 504–511. IEEE Computer Society.
Klapiscak, T. and Bordini, R. H. (2009). Jasdl: A practical programming approach combining agent and semantic web technologies. In Declarative Agent Languages and Technologies VI, pages 91–110. Springer.
Omicini, A., Ricci, A., and Viroli, M. (2008a). Artifacts in the a&a meta-model for multi-agent systems. Autonomous Agents and Multi-Agent Systems, 17(3):432–456.
Omicini, A., Ricci, A., and Viroli, M. (2008b). Artifacts in the a&a meta-model for multi-agent systems. Autonomous Agents and Multi-Agent Systems, 17(3):432–456.
Ricci, A., Viroli, M., and Omicini, A. (2007). Give agents their artifacts: the a&a approach for engineering working environments in mas. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems, page 150. ACM.
Ricci, A., Viroli, M., and Omicini, A. (2008). The a&a programming model and technology for developing agent environments in mas. In Programming multi-agent systems, pages 89–106. Springer.
Weyns, D., Omicini, A., and Odell, J. (2007). Environment as a first class abstraction in multiagent systems. Autonomous agents and multi-agent systems, 14(1):5–30.
Zou, Y., Finin, T., Ding, L., Chen, H., and Pan, R. (2003). Using semantic web technology in multi-agent systems: a case study in the taga trading agent environment. In Proceedings of the 5th international conference on Electronic commerce, pages 95–101. ACM.
Publicado
28/05/2014
Como Citar
BONSON, Jéssica Pauli de C.; SANTOS, Elder Rizzon.
Using Agents & Artifacts to Access the Semantic Web A Recommender System Case Study. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 8. , 2014, Porto Alegre/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2014
.
p. 126-131.
ISSN 2326-5434.
