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2015 Volume 30
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RESEARCH ARTICLE   Open Access    

Understanding Agent-Oriented Software Engineering methodologies

  • GRASIA Research Group

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  • Abstract: For many years, the progress in agent-oriented development has focused on tools and methods for particular development phases. This has not been enough for the industry to accept agent technology as we expected. Our hypothesis is that the Agent-Oriented Software Engineering (AOSE) community has not recognized the kind of development methods that industry actually demands. We propose to analyze this hypothesis starting with a more precise definition of what an AOSE methodology should be. This definition is the first step for a review of the current progress of an illustrative selection of methodologies, looking for missing elements and future lines of improvement. The result is an account of how well the AOSE community is meeting the software lifecycle needs. It can be advanced that AOSE methodologies are far from providing all the answers industry requires and that effort has grounded mainly in requirements, design, and implementation phases.
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  • Abran A., Bourque P., Dupuis R., Moore J. W. & Tripp L. L. (eds) 2004. Guide to the Software Engineering Body of Knowledge—SWEBOK, IEEE Press. http://www.swebok.org.

    Google Scholar

    Aldewereld H. & Dignum V.2010. OperettA: organization-oriented development environment. In LADS, Dastani, M., Fallah-Seghrouchni, A. E., Hübner, J., Leite, J. (eds), LNCS, 6822, 1–18. Springer.

    Google Scholar

    Argente E., Beydoun G., Fuentes-Fernández R., Henderson-Sellers B. & Low G.2011a. Modelling with Agents. In AOSE X, Gleizes, M. P., Gómez-Sanz, J. (eds), LNCS, 6038, 157–168. Springer.

    Google Scholar

    Argente E., Botti V. J. & Julián V.2011b. GORMAS: an organizational-oriented methodological guideline for Open MAS. In AOSE X, Gleizes, M. P., Gómez-Sanz, J. J. (eds), LNCS, 6038, 32–47. Springer.

    Google Scholar

    Argente E., Julián V. & Botti V. J.2008. MAS modeling based on organizations. In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 16–30. Springer.

    Google Scholar

    Bernon C., Camps V., Gleizes M. P. & Picard G.2005. Multi-agent systems: the ADELFE methodology. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. VII. 172–202.

    Google Scholar

    Bertolini D., Delpero L., Mylopoulos J., Novikau A., Orler A., Penserini L., Perini A., Susi A. & Tomasi B.2006. A Tropos model-driven development environment. In CEUR Workshop Proceedings, Boudjlida, N., Cheng, D., Guelfi, N. (eds), 231. CAiSE Forum. CEUR-WS.org.

    Google Scholar

    Brinkkemper S.1996. Method engineering: engineering of information systems development methods and tools. Information and Software Technology38, 275–280.

    Google Scholar

    Caire G., Cossentino M., Negri A., Poggi A. & Turci P.2004. Multi-agent systems implementation and testing. In Proceedings of 4thInternational Symposium From Agent Theory to Agent Implementation (AT2AI-4).

    Google Scholar

    Cervenka R., Greenwood D. A. P. & Trencanský I.2006a. The AML approach to modeling autonomic systems. In 2006 International Conference on Autonomic and Autonomous Systems (ICAS ’06). IEEE Computer Society, 29.

    Google Scholar

    Cervenka R., Trencanský I. & Calisti M.2006b. Modeling social aspects of multi-agent systems: the AML approach. In AOSE VI, Müller, J. P., Zambonelli, F. (eds), LNCS, 3950, 28–39. Springer.

    Google Scholar

    CMMI Product Team. 2002. Capability Maturity Model Integration (CMMISM) v. 1.1. Tech. Rep., Carnegie Mellon, Software Engineering Institute.

    Google Scholar

    Cossentino M.2005. From requirements to code with the PASSI methodology. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. IV. 79–106.

    Google Scholar

    Cossentino M., Gleizes M. P., Molesini A. & Omicini A.2011. Processes engineering and AOSE. In AOSE X, Gleizes, M. P., Gomez-Sanz, J. (eds), LNCS, 6038, 191–212. Springer.

    Google Scholar

    Cossentino M., Sabatucci L. & Chella A.2003. A possible approach to the development of robotic multi-agent systems. In IEEE/WIC International Conference on Intelligent Agent Technology (IAT’03), 539–544.

    Google Scholar

    DeLoach S. A. & Kumar M.2005. Multi-agent systems engineering: an overview and case study. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. XI. 317–340.

    Google Scholar

    DeLoach S. A. & Wood M. F.2000. Developing multiagent systems with agentTool. In ATAL, Castelfranchi, C., Lespérance, Y. (eds), LNCS, 1986, 46–60. Springer.

    Google Scholar

    Dix J., Hindriks K. V., Logan B. & Wobcke W.2012. Dagstuhl Seminar on Engineering Multi-Agent Systems. http://www.dagstuhl.de/en/program/calendar/semhp/?semnr=12342.

    Google Scholar

    El Fallah-Seghrouchni A., Gómez-Sanz J. & Singh M.2011. Formal methods in agent-oriented software engineering. In AOSE X, Gleizes, M. P., Gómez-Sanz, J. (eds), LNCS, 6038, 213–228. Springer.

    Google Scholar

    Ferber J. & Gutknecht O.1998. A meta-model for the analysis and design of organizations in multi-agent systems. In ICMAS, Demazeau, Y. (ed.), IEEE Computer Society, 128–135.

    Google Scholar

    Fuentes R., Gómez-Sanz J. J. & Pavón J.2006. Requirements elicitation for agent-based applications. In AOSE VI, Müller, J. P., Zambonelli, F. (eds), LNCS, 3950, 40–53. Springer.

    Google Scholar

    Fuxman A., Mylopoulos J., Pistore M. & Traverso P.2001. Model checking early requirements specifications in Tropos. In Proceedings of 5th IEEE International Symposium on Requirements Engineering (RE 2001), 174–181.

    Google Scholar

    García E., Argente E. & Giret A.2010. EMFGormas: a CASE tool for developing service-oriented open MAS. In Proceedings of 9thInternational Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), van der Hoek, W., Kaminka, G. A., Lespérance, Y., Luck, M., Sen, S. (eds), 1. IFAAMAS, 1623–1624.

    Google Scholar

    García-Magariño I., Gómez-Sanz J. J. & Pérez-Agüera J. R.2008. A multi-agent based implementation of a Delphi process. In Proceedings of 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), Padgham, L., Parkes, D. C., Müller, J. P., Parsons, S. (eds), 3. IFAAMAS, 1543–1546.

    Google Scholar

    García-Ojeda J. C., DeLoach S. A. & Robby. 2009. agentTool III: from process definition to code generation. In Proceedings of 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), Sierra, C., Castelfranchi, C., Decker, K. S., Sichman, J. S. (eds), 2. IFAAMAS, 1393–1394.

    Google Scholar

    Garijo F. J., Gómez-Sanz J. J. & Massonet P.2005. The MESSAGE methodology for agent-oriented analysis and design. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. VIII. 203–234.

    Google Scholar

    Georgeff M. P.2009. The gap between software engineering and multi-agent systems: bridging the divide. IJAOSE3, 391–396.

    Google Scholar

    Giorgini P., Kolp M., Mylopoulos J. & Castro J.2005a. Tropos: a requirements-driven methodology for agent-oriented software. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. II. 20–45.

    Google Scholar

    Giorgini P., Mylopoulos J. & Sebastiani R.2005b. Goal-oriented requirements analysis and reasoning in the tropos methodology. Engineering Applications of Artificial Intelligence18, 159–171.

    Google Scholar

    Gómez-Sanz J. J.2007. INGENIAS Agent Framework: Development Guide, Universidad Complutense de Madrid. http://sourceforge.net/projects/ingenias/files/INGENIAS%20Development%20Kit/Aranjuez/IAFDevelopmentGuide.pdf/download.

    Google Scholar

    Gómez-Sanz J. J., Bota-Blaya J. A., Serrano E. & Pavón J2009. Testing and debugging of MAS interactions with INGENIAS. In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 199–212. Springer.

    Google Scholar

    Gómez-Sanz J. J., Fernández C. R. & Arroyo J.2010. Model driven development and simulations with the INGENIAS agent framework. Simulation Modelling Practice and Theory18, 1468–1482.

    Google Scholar

    Gómez-Sanz J. J., Fuentes R., Pavón J. & García-Magariño I.2008. INGENIAS development kit: a visual multi-agent system development environment. In Proceedings of 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), Demo Proceedings. IFAAMAS, 1675–1676.

    Google Scholar

    Gómez-Sanz J. J. & Pavón J.2002. Meta-modelling in Agent Oriented Software Engineering. In IBERAMIA, Garijo, F. J., Santos, J. C. R., Toro, M. (eds), LNCS, 2527, 606–615. Springer.

    Google Scholar

    Gómez-Sanz J. J. & Pavón J.2005. Implementing multi-agent systems organizations with INGENIAS. In PROMAS, Bordini, R. H., Dastani, M., Dix, J., Fallah-Seghrouchni, A. E. (eds), LNCS, 3862, 236–251. Springer.

    Google Scholar

    Gómez-Sanz J. J., Pavón J. & Garijo F. J.2005. Estimating costs for Agent Oriented Software. In AOSE, Müller, J. P., Zambonelli, F. (eds), LNCS, 3950, 218–230. Springer.

    Google Scholar

    Gorodetsky V., Karsaev O., Samoilov V. & Konushy V.2008. Support for analysis, design, and implementation stages with MASDK. In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 272–287. Springer.

    Google Scholar

    Graja Z., Regayeg A. & Kacem A. H.2010. ForMAAD: towards a model driven approach for agent based application design. In AOSE XI, Weyns, D., Gleizes, M. P. (eds), LNCS, 6788, 148–164. Springer.

    Google Scholar

    Hahn C. & Fischer K.2008. The formal semantics of the domain specific modeling language for multiagent systems. In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 145–158. Springer.

    Google Scholar

    Hahn C., Zinnikus I., Warwas S. & Fischer K.2009. From agent interaction protocols to executable code: a model-driven approach. In Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), Sierra, C., Castelfranchi, C., Decker, K. S., Sichman, J. S. (eds), 2. IFAAMAS, 1199–1200.

    Google Scholar

    Henderson-Sellers B. & Giorgini P. (eds) 2005. Agent-Oriented Methodologies, Idea Group.

    Google Scholar

    IEEE. 1990. IEEE standard glossary of software engineering terminology. IEEE Std610, 121990.

    Google Scholar

    Iglesias C. A., Garijo M., Centeno-González J. & Velasco J. R.1997. Analysis and design of multiagent systems using MAS-Common KADS. In ATAL, Singh, M. P., Rao, A. S., Wooldridge, M. (eds), LNCS, 1365, 313–327. Springer.

    Google Scholar

    Kacem A. H., Regayeg A. & Jmaiel M.2007. ForMAAD: a formal method for agent-based application design. Web Intelligence and Agent Systems5, 435–454.

    Google Scholar

    Kelly S., Lyytinen K. & Rossi M.1996. MetaEdit+: a fully configurable multi-user and multi-tool CASE and CAME environment. In CAiSE, Constantopoulos, P., Mylopoulos, J., Vassiliou, Y. (eds), LNCS, 1080, 1–21. Springer.

    Google Scholar

    Kendall E. A.1999. Role modeling for agent system analysis, design, and implementation. In Proceedings of 3rd International Symposium on Mobile Agents/Agent Systems and Applications (ASA/MA 1999). IEEE Computer Society, 204–218.

    Google Scholar

    Lethbridge T. C.2000. What knowledge is important to a software professional?Computer33, 44–50.

    Google Scholar

    Luck M., McBurney P., Shehory O. & Willmott S.2005. Agent technology: computing as interaction (a roadmap for agent based computing). AgentLink, http://www.agentlink.org/roadmap.

    Google Scholar

    Luck M. & Padgham L. (eds) 2008. Agent-Oriented Software Engineering VIII, LNCS, 4951. Springer.

    Google Scholar

    Massonet P., Deville Y. & Nève C.2002. From AOSE methodology to agent implementation. In Proceedings of 1st International Joint Conference on Autonomous Agents & Multiagent Systems (AAMAS 2002). ACM, 27–34.

    Google Scholar

    Morandini M., Nguyen D. C., Perini A., Siena A. & Susi A.2008. Tool-supported development with Tropos: The Conference Management System Case Study. In AOSE VIII, Luck, M., Padgham, L. (eds), LNCS, 4951, 182–196. Springer.

    Google Scholar

    Naur P. & Randell B. (eds) 1968. Software Engineering, report on a conference sponsored by the NATO SCience Committee. NATO, Science Affairs Division from NATO.

    Google Scholar

    Nguyen C. D., Perini A. & Tonella P.2010. Goal-oriented testing for MASs. International Journal of Agent Oriented Software Engineering4, 79–109.

    Google Scholar

    Nunes I., Cirilo E., de Lucena C., Sudeikat J., Hahn C. & Gómez-Sanz J.2011. A survey on the implementation of agent oriented specifications. In AOSE X, Gleizes, M. P., Gomez-Sanz, J. (eds), LNCS, 6038, 169–179. Springer.

    Google Scholar

    Object Management Group. 2008. Software and Systems Process Engineering Metamodel Specification (SPEM) 2.0.

    Google Scholar

    Padgham L., Thangarajah J. & Winikoff M.2008. The Prometheus design tool—A Conference Management System Case Study. In AOSE VIII, Luck, M., Padgham, L. (eds), LNCS, 4951, 197–211. Springer.

    Google Scholar

    Padgham L. & Winikoff M.2004. Developing Intelligent Agent Systems: A Practical Guide, John Wiley & Sons.

    Google Scholar

    Padgham L. & Winikoff M.2005. Prometheus: a practical agent-oriented methodology. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. V. 107–135.

    Google Scholar

    Parnas D. L.1999. Software engineering programs are not computer science programs. IEEE Software16, 19–30.

    Google Scholar

    Paulk M., Curtis B., Chrissis M. & Weber C.1993. Capability maturity model v. 1.1. Software, IEEE10, 18–27.

    Google Scholar

    Pavón J. & Gómez-Sanz J. J.2003. Agent oriented software engineering with INGENIAS. In CEEMAS, Mark, V., Müller, J. P., Pechoucek, M. (eds), LNCS, 2691, 394–403. Springer.

    Google Scholar

    Pavón J., Gómez-Sanz J. J. & Fuentes R.2005. The INGENIAS methodology and tools. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. IX. 236–276.

    Google Scholar

    Pavón J., Gómez-Sanz J. J. & Fuentes R.2006. Model driven development of multi-agent systems. In ECMDA-FA, Rensink, A.,Warmer, J. (eds), LNCS, 4066, 284–298. Springer.

    Google Scholar

    Regayeg A., Kacem A. H. & Jmaiel M.2004. Specification and design of multi-agent applications using Temporal Z. In PRIMA, Barley, M., Kasabov, N. K. (eds), LNCS, 3371, 228–242. Springer.

    Google Scholar

    Rougemaille S., Arcangeli J. P., Gleizes M. P. & Migeon F.2008. ADELFE design, AMAS-ML in action. In ESAW, Artikis, A., Picard, G., Vercouter, L. (eds), LNCS, 5485, 105–120. Springer.

    Google Scholar

    Sabatucci L., Cossentino M. & Gaglio S.2006. Building agents with agents and patterns. In WOA, CEUR Workshop Proceedings, Paoli, F. D., Stefano, A. D., Omicini, A., Santoro, C. (eds), 204. CEUR-WS.org.

    Google Scholar

    Seidita V., Cossentino M. & Gaglio S.2009. Using and extending the SPEM specifications to represent agent oriented methodologies. In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 46–59. Springer.

    Google Scholar

    Sierra C., Castelfranchi C., Decker K. S. & Sichman J. S. (eds) 2009. 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2. IFAAMAS.

    Google Scholar

    Spanoudakis N. I. & Moraitis P.2008. The Agent Modeling Language (AMOLA). In AIMSA, Dochev, D., Pistore, M., Traverso, P. (eds), LNCS, 5253, 32–44. Springer.

    Google Scholar

    Spanoudakis N. I. & Moraitis P.2010. Modular JADE agents design and implementation using ASEME. In IAT, Huang, J. X., Ghorbani, A. A., Hacid, M.-S. & Yamaguchi, T. (eds), IEEE Computer Society Press, 221–228.

    Google Scholar

    Spanoudakis N. I. & Moraitis P.2011. Using ASEME methodology for model-driven agent systems development. In AOSE XI, Weyns, D., Gleizes, M. P. (eds), LNCS, 6788, 106–127. Springer.

    Google Scholar

    Sturm A. & Shehory O.2003. A framework for evaluating agent-oriented methodologies. In AOIS, Giorgini, P., Henderson-Sellers, B., Winikoff, M. (eds), LNCS, 3030, 94–109. Springer.

    Google Scholar

    Sun H., Thangarajah J. & Padgham L.2010. Eclipse-based Prometheus Design Tool. In Proceedings of 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), van der Hoek, W., Kaminka, G. A., Lespérance, Y., Luck, M., Sen, S. (eds), 1. IFAAMAS, 1769–1770.

    Google Scholar

    van Putten B. J., Dignum V., Sierhuis M. & Wolfe S. R.2009. OperA and Brahms: a symphony? In AOSE IX, Luck, M., Gómez-Sanz, J. (eds), LNCS, 5386, 257–271. Springer.

    Google Scholar

    Warwas S. & Hahn C.2009. The DSML4MAS development environment. In Proceedings of 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), Sierra, C., Castelfranchi, C., Decker, K. S., Sichman, J. S. (eds), 2. IFAAMAS, 1379–1380.

    Google Scholar

    Weyns D.2010. Architecture-Based Design of Multi-Agent Systems, Springer-Verlag.

    Google Scholar

    Yu E. S. K.1997. Towards modeling and reasoning support for early-phase requirements engineering. In 3rd {IEEE} International Symposium on Requirements Engineering. IEEE Computer Society, 226–235.

    Google Scholar

    Zambonelli F., Jennings N. R. & Wooldridge M.2005. Multi-agent systems as computational organizations: the Gaia methodology. In Agent-Oriented Methodologies, Henderson-Sellers, B. & Giorgini, P. (eds), Idea Group Publishing, Ch. VI. 136–171.

    Google Scholar

    Zhang Z., Thangarajah J. & Padgham L.2011. Automated testing for intelligent agent systems. In AOSE X, Gleizes, M.-P., Gómez-Sanz, J. (eds), LNCS, 6038, 66–79. Springer.

    Google Scholar

  • Cite this article

    Jorge J. Gómez-Sanz, Rubén Fuentes-Fernández. 2015. Understanding Agent-Oriented Software Engineering methodologies. The Knowledge Engineering Review 30(4)375−393, doi: 10.1017/S0269888915000053
    Jorge J. Gómez-Sanz, Rubén Fuentes-Fernández. 2015. Understanding Agent-Oriented Software Engineering methodologies. The Knowledge Engineering Review 30(4)375−393, doi: 10.1017/S0269888915000053
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RESEARCH ARTICLE   Open Access    

Understanding Agent-Oriented Software Engineering methodologies

  • GRASIA Research Group

  • Published online: 03 September 2015
The Knowledge Engineering Review  30,  2015, 30(4): 375−393  |  Cite this article

Abstract: Abstract: For many years, the progress in agent-oriented development has focused on tools and methods for particular development phases. This has not been enough for the industry to accept agent technology as we expected. Our hypothesis is that the Agent-Oriented Software Engineering (AOSE) community has not recognized the kind of development methods that industry actually demands. We propose to analyze this hypothesis starting with a more precise definition of what an AOSE methodology should be. This definition is the first step for a review of the current progress of an illustrative selection of methodologies, looking for missing elements and future lines of improvement. The result is an account of how well the AOSE community is meeting the software lifecycle needs. It can be advanced that AOSE methodologies are far from providing all the answers industry requires and that effort has grounded mainly in requirements, design, and implementation phases.

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    • This paper has been funded by the the project SociAAL (Social Ambient Assisted Living), supported by Spanish Ministry for Economy and Competitiveness, with grant TIN2011-28335-C02-01 and by the Project for Innovation and Improvement of Teaching (Proyectos de Innovación y Mejora de la Calidad Docente 2010) number 127 from the UCM.

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    Jorge J. Gómez-Sanz, Rubén Fuentes-Fernández. 2015. Understanding Agent-Oriented Software Engineering methodologies. The Knowledge Engineering Review 30(4)375−393, doi: 10.1017/S0269888915000053
    Jorge J. Gómez-Sanz, Rubén Fuentes-Fernández. 2015. Understanding Agent-Oriented Software Engineering methodologies. The Knowledge Engineering Review 30(4)375−393, doi: 10.1017/S0269888915000053
    shu

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