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Serious Games Analytics
This volume brings together research on how gameplay data in serious games may be turned into valuable analytics or actionable intelligence for performance measurement, assessment, and improvement. Chapter authors use empirical research methodologies, including existing, experimental, and emerging conceptual frameworks, from various fields, such as: computer science software engineering educational data mining statistics information visualization. Serious games is an emerging field where the games are created using sound learning theories and instructional design principles to maximize learning and training success. But how would stakeholders know what play-learners have done in the game environment, and if the actions performance brings about learning? Could they be playing the game for fun, really learning with evidence of performance improvement, or simply gaming the system, i.e., finding loopholes to fake that they are making progress? This volume endeavors to answer these questions.
Concepts and Methodologies for Modeling and Simulation
This comprehensive text presents cutting-edge advances in the theory and methodology of modeling and simulation (M&S) and reveals how this work has been influenced by the fundamental contributions of Prof. Tuncer Ören to this field. Exploring the synergies among the domains of M&S and systems engineering (SE), the book describes how M&S and SE can help to address the complex problems identified as “Grand Challenges” more effectively under a model-driven and simulation-directed systems engineering framework. Features: examines frameworks for the development of advanced simulation methodologies; presents a focus on advanced modeling methodologies; reviews the reliability and quality assurance of models; discusses the specification and simulation of human and social behavior, including models of personality, emotions, conflict management, perception and anticipation; provides a survey of the body of knowledge in M&S; highlights the foundations established by the pioneering work of Prof. Tuncer Ören.
Body of Knowledge for Modeling and Simulation
Commissioned by the Society for Modeling and Simulation International (SCS), this needed, useful new ‘Body of Knowledge’ (BoK) collects and organizes the common understanding of a wide collection of professionals and professional associations. Modeling and simulation (M&S) is a ubiquitous discipline that lays the computational foundation for real and virtual experimentation, clearly stating boundaries—and interactions—of systems, data, and representations. The field is well known, too, for its training support via simulations and simulators. Indeed, with computers increasingly influencing the activities of today’s world, M&S is the third pillar of scientific understanding, taking i...
Engineering Principles of Combat Modeling and Distributed Simulation
Explore the military and combat applications of modeling and simulation Engineering Principles of Combat Modeling and Distributed Simulation is the first book of its kind to address the three perspectives that simulation engineers must master for successful military and defense related modeling: the operational view (what needs to be modeled); the conceptual view (how to do combat modeling); and the technical view (how to conduct distributed simulation). Through methods from the fields of operations research, computer science, and engineering, readers are guided through the history, current training practices, and modern methodology related to combat modeling and distributed simulation syste...
A Study of Non-monotonicity and Randomness in Combat Models
There has been considerable discussion regarding non-monotonicity in combat models. Much of the discourse has involved how the addition of stochastic elements to the models affects non-monotonicity. This paper considers the basis for randomizing a deterministic model and analyzes how outcome measures are affected. The author shows that where one puts the randomness and how much is added may have substantial consequences. Therefore, it must be done with great care.
You Cannot Surge Trust
You Cannot Surge Trust comprises four case studies in which naval historians from the U.S., Canada, Australia, and the U.K. explain how naval powers created a multinational, or "combined," framework of interoperability while under national rules of engagement. The four crises addressed are maritime interdiction operations during the First Gulf War (1990-1991), and later in 2001-2003 as part of Operation Enduring Freedom; naval operations off the Federal Republic of Yugoslavia in Operation Sharp Guard (1991-1996); and peacekeeping operations in East Timor during Operation Stabilise (1999-2000).
Aggregation, Disaggregation, and the 3:1 Rule in Ground Combat
This report illustrates a number of basic principles about aggregation and disaggregation in combat modeling by working through the mathematics and phenomenology of a concrete example.
DS-RT 2002
Papers from an October 2002 workshop report on recent research in distributed simulation and related fields of performance evaluation and real-time systems. Papers are organized in sections on HLA RTI and performance, HLA FEDEP, performance evaluation, simulation architectures and environments, and
