Developing multiagent systems: The Gaia methodology
ACM Transactions on Software Engineering and Methodology (TOSEM)
A product-line requirements approach to safe reuse in multi-agent systems
SELMAS '05 Proceedings of the fourth international workshop on Software engineering for large-scale multi-agent systems
Guiding agent-oriented requirements elicitation: HOMER
QSIC '05 Proceedings of the Fifth International Conference on Quality Software
A hybrid model for agent based system requirements analysis
ACM SIGSOFT Software Engineering Notes
RE '06 Proceedings of the 14th IEEE International Requirements Engineering Conference
Research Directions in Requirements Engineering
FOSE '07 2007 Future of Software Engineering
BDI-agents for agile goal-oriented business processes
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems: industrial track
Requirements elicitation and analysis of multiagent systems using activity theory
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Process models for agent-based development
Engineering Applications of Artificial Intelligence
AOSE'04 Proceedings of the 5th international conference on Agent-Oriented Software Engineering
Six years of systematic literature reviews in software engineering: An updated tertiary study
Information and Software Technology
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The goal of this paper is to investigate which requirements engineering techniques have been applied in the development of Multi-Agent Systems (MAS) and how they were applied. We performed a systematic review of 58 of a total of 835 papers found in scientific digital libraries. The results show that most of the proposals for dealing with requirements (79%) use already defined methods or techniques from other software development paradigms and that 69% of these techniques are based on the goal-oriented paradigm. A total of 95% of the reviewed papers focus on techniques for analyzing requirements, and only 45% of them explicitly consider some type of elicitation technique. Finally, only 5% of the papers give some empirical evidence about the effectiveness of their approaches by conducting empirical studies. The results of our study are particularly important in the determination of current research activities in Requirements Engineering for MAS and in the identification of research gaps for further investigation.