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Abstract: "This paper proposes a new framework for automated analysis of game-play metrics for aiding game designers in nding out the critical aspects of the game caused by factors like design modications, change in playing style, etc. The core of the algorithm measures similarity between spatial distribution of user generated in-game events and automatically ranks them in order of importance. The feasibility of the method is demonstrated on a data set collected from a modern, multiplayer First Person Shooter, together with application examples of its use. The proposed framework can be used to accompany traditional testing tools and make the game design process more efficient."

Abstract: "We describe an approach to using standard data mining algorithms to help analyse recurring themes in game design across several games, and to help suggest novel game design ideas. This is illustrated with the analysis of 119 different resource systems across 20 games. Clustering is used to validate the assignment of resources into archetypes; frequent pattern mining is used to find commonly co-occurring resource attributes; and decision tree induction is used to visualize the relations between resource archetypes. We discuss the relation between qualitative and quantitative analysis of game design and suggest that qualitative analysis is necessary but that quantitative methods can be of invaluable help."

"The high cost of launching resources from the Earth's surface is a significant barrier to future long- duration human space exploration. A future resource economy in space may allow resource production, processing, storage, and transportation at distributed locations, but will have many stakeholders with var- ied and potentially competing objectives. Simulation games provide a medium for communication and learning richer than papers or linear presentations by combining the technical capabilities of simulation models with human interaction. Building on technology powering military wargames, federated simulation architectures such as HLA-Evolved use independently-developed simulation models connected over a dis- tributed network of computers. This paper presents an approach for developing a multi-player simulation gaming environment where human players take on roles of organizations or government agencies within scenarios designed to address the design and operation of a resource economy in space. The game design addresses the number of players, time advancement, level of abstraction, scenario selection, and other de- cisions based on past simulation games in the domains of military-political, educational, disaster response, and business-management games. Future research will focus on evaluating game executions to analyze human decision-making under various scenarios. Quantitative analysis of decisions using game logs com- bined with qualitative analysis of interviews and surveys will contribute to strategies for a future resource economy in space."

From the abstract: "this study investigated how the perspectives of the non-computer science educators changed after learning game-programming and how it could be fitted into the K-12 curriculum. Fourteen non-computer science educators and/or administrators in the K - 16 educational systems who made up a cohort at Sam Houston State University, Master of Education/Instructional Technology Program participated in this study. The participants were required to learn two free Web 2.0 game-programming applications and reflect on an article related to reviving interest in math and science as part of their program. Qualitative data consisted of online reflections, and peer-review processes through Facebook. A quantitative component was added to the analysis. The findings indicated that: (a) the perspectives of the participants changed from negative to positive as they reflected on their own game-programming learning experiences; (b) participants came to understand how game programming could build up students' logical concepts and critical thinking skills improving performances in math, science, and other subjects; and (c) due to the benefits of logical concepts and critical thinking skills game programming could have immense benefits if built into the K-12 curriculum."