The meeting of researchers from MAS engineering and the social/economic/organizational sciences is extensively recognized for its role in cross-fertilization, and it has undoubtedly been an important source of inspiration for the body of knowledge that has been produced in the MAS area. The MABS workshop series continues with its goal to bring together researchers interested in MAS engineering, with researchers focused on finding efficient solutions to model complex social systems, in such areas as economics, management, organizational and social sciences in general. In all these areas, agent theories, metaphors, models, analysis, experimental designs, empirical studies, and methodological principles, all converge into simulation as a way of achieving explanations and predictions, exploration and testing of hypotheses, better designs and systems.
The range of technical issues that MABS has dealt with and continues to deal with is diverse and extensive and includes:
Simulation methodologies:
Standards for MABS
Methodologies and simulation languages for MABS
Simulation platforms and tools for MABS
Visualization and analytic tools
Approaches for large-scale simulations
Scalability and robustness in MABS
Data-driven simulations
MABS that link real-world data in real time.
Handling Big Data in MABS including sense-making
Simulation modelling of multidirectional (bottom-up and top-down) dynamics in complex social systems
Provenance and ontology-driven approaches in building simulations
Design and analysis of simulation experiments including uncertainty analysis
Synthetic population generation
Simulation of social and economic behavior:
Formal and agent models of social behavior
Cognitive modeling and social simulation
Game theory and simulation
Social structure: social networks and simulating organizations
Simulating social complexity (e.g. structures and norms, social order, emergence of cooperation and coordinated action, self-organization, the micro-macro link)
Use of qualitative Evidence to inform behavioral rules
Applications:
MABS in environmental modeling
Agent-based experimental economics
Participative-based simulation
MABS and games
These topics are important for both the MAS community doing simulation, and for economic/social/organizational scientists doing simulation. The workshop is therefore relevant to the main conference, as simulation is one of the topics of the latter. On the other hand, as the workshop is already established as an important event during the conference it will bring more attendees from the social and economic domains to the main conference.