Abstract
Agent-based technologies are often used including existing web services. The outputs of some services are also frequently used as inputs for other services, including other MAS. However, while agent-based technologies can be used to provide services, these are not described using the same semantic web technologies web services use, which makes it difficult to discover, invoke and compose them with web services seamlessly. In this paper, we analyse different agent-based technologies and how these can be described using extensions to OWL-S. Additionally, we propose an architecture that facilitates these services’ usage, where services of any kind can be registered and executed (semi-)automatically.
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References
Lemos, A.L., Daniel, F., Benatallah, B.: Web service composition. ACM Comput. Surv. 48, 1–41 (2015)
Klusch, M., Kapahnke, P., Schulte, S., Lecue, F., Bernstein, A.: Semantic web service search: a brief survey. KI - Künstliche Intelligenz 30, 139–147 (2016)
McIlraith, S.A., Son, T.C., Zeng, H.: Semantic web services. IEEE Intell. Syst. 16, 46–53 (2001)
Huhns, M.N.: Agents as web services. IEEE Internet Comput. 6, 93–95 (2002)
Teixeira, B., Pinto, T., Silva, F., Santos, G., Praça, I., Vale, Z.: Multi-agent decision support tool to enable interoperability among heterogeneous energy systems. Appl. Sci. 8, 328 (2018)
Pinto, T., et al.: Adaptive portfolio optimization for multiple electricity markets participation. IEEE Trans. Neural Netw. Learn. Syst. 27, 1720–1733 (2016)
Pinto, T., Vale, Z., Praça, I., Pires, E.J.S., Lopes, F.: Decision support for energy contracts negotiation with game theory and adaptive learning. Energies 8, 9817–9842 (2015)
Teixeira, B., Silva, F., Pinto, T., Santos, G., Praca, I., Vale, Z.: TOOCC: enabling heterogeneous systems interoperability in the study of energy systems. In: 2017 IEEE Power and Energy Society General Meeting, pp. 1–5. IEEE (2017)
Santos, G., et al.: House management system with real and virtual resources: energy efficiency in residential microgrid. In: 2016 Global Information Infrastructure and Networking Symposium (GIIS), pp. 1–6. IEEE (2016)
Santos, G., Pinto, T., Praça, I., Vale, Z.: MASCEM: optimizing the performance of a multi-agent system. Energy 111, 513–524 (2016)
Kravari, K., Bassiliades, N., Boley, H.: Cross-community interoperation between knowledge-based multi-agent systems: a study on EMERALD and rule responder. Expert Syst. Appl. 39, 9571–9587 (2012)
Carneiro, J., Alves, P., Marreiros, G., Novais, P.: A multi-agent system framework for dialogue games in the group decision-making context. Presented at the (2019)
Klusch, M., Fries, B., Sycara, K.: Automated semantic web service discovery with OWLS-MX. In: Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems - AAMAS 2006, p. 915. ACM Press, New York (2006)
Lord, P., Alper, P., Wroe, C., Goble, C.: Feta: a light-weight architecture for user oriented semantic service discovery. Presented at the (2005)
Rodriguez-Mier, P., Pedrinaci, C., Lama, M., Mucientes, M.: An integrated semantic web service discovery and composition framework. IEEE Trans. Serv. Comput. 9, 537–550 (2016)
Greenwood, D., Calisti, M.: Engineering web service - agent integration. In: 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583), pp. 1918–1925. IEEE
Martin, D., Burstein, M., McIlraith, S., Paolucci, M., Sycara, K.: OWL-S and agent-based systems. In: Cavedon, L., Maamar, Z., Martin, D., Benatallah, B. (eds.) Extending Web Services Technologies, pp. 53–77. Springer, New York (2004). https://doi.org/10.1007/0-387-23344-X_3
Web Service Modeling Language (WSML). https://www.w3.org/Submission/WSML/
Semantic Annotations for WSDL and XML Schema. https://www.w3.org/TR/sawsdl/
Pedrinaci, C., Cardoso, J., Leidig, T.: Linked USDL: a vocabulary for web-scale service trading. Presented at the (2014)
Kopecký, J., Gomadam, K., Vitvar, T.: hRESTS: an HTML microformat for describing RESTful web services. In: 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 619–625. IEEE (2008)
SA-REST: Semantic Annotation of Web Resources. https://www.w3.org/Submission/SA-REST/
Freitas, O., Filho, F., Alice, M., Varella, G.: Semantic web services : a RESTful approach. In: IADIS International Conference WWW/Internet 2009, pp. 169–180 (2009)
OWL-S: Semantic Markup for Web Services. http://www.ai.sri.com/~daml/services/owl-s/1.2/overview/
Christensen, E., Curbera, F., Meredith, G., Weerawarana, S.: Web Service Definition Language (WSDL). https://www.w3.org/TR/2001/NOTE-wsdl-20010315
Hadley, M.: Web Application Description Language. https://www.w3.org/Submission/wadl/
Gunasekera, K., Zaslavsky, A., Krishnaswamy, S., Loke, S.W.: Service oriented context-aware software agents for greater efficiency. Presented at the (2010)
Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-agent Systems with JADE. Wiley, Hoboken (2007)
Martin, D.: The Open Agent Architecture
The Zeus Technical Manual. http://zeusagent.sourceforge.net/docs/techmanual/TOC.html
Braubach, L., Pokahr, A., Lamersdorf, W.: Jadex: a BDI-agent system combining middleware and reasoning. In: Unland, R., Calisti, M., Klusch, M. (eds.) Software Agent-Based Applications Platforms and Development Kits, pp. 143–168. Birkhäuser-Verlag, Basel (2005)
Kravari, K., Kontopoulos, E., Bassiliades, N.: EMERALD: a multi-agent system for knowledge-based reasoning interoperability in the semantic web. Presented at the (2010)
KlĂĽgl, F., Herrler, R., KlĂĽgl, F., Herrler, R., Fehler, M.: SeSAm: implementation of agent-based simulation using visual programming. In: Policy Agents I, II, III View project SeSAm: Implementation of Agent-Based Simulation Using Visual Programming (2006)
Foundation for Intelligent Physical Agents: FIPA ACL Message Structure Specification
Negi, A., Kaur, P.: Examination of sense significance in semantic web services discovery. Presented at the (2019)
Acknowledgements
The present work has been developed under the PIANISM Project (ANI|P2020 40125) and has received funding from FEDER Funds through NORTE2020 program and from National Funds through Fundação para a Ciência e a Tecnologia (FCT) under the project UID/EEA/00760/2019. Gabriel Santos is supported by national funds through FCT PhD studentship with reference SFRH/BD/118487/2016.
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Canito, A., Santos, G., Corchado, J.M., Marreiros, G., Vale, Z. (2019). Semantic Web Services for Multi-Agent Systems Interoperability. In: Moura Oliveira, P., Novais, P., Reis, L. (eds) Progress in Artificial Intelligence. EPIA 2019. Lecture Notes in Computer Science(), vol 11805. Springer, Cham. https://doi.org/10.1007/978-3-030-30244-3_50
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DOI: https://doi.org/10.1007/978-3-030-30244-3_50
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