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Abstract: "Video games that customize to a player's experience level and abilities have the potential to allow a broader range of players to become engaged and maintain interest as they progress in experience level. A game that uniquely customizes the player's experience could attract additional demographics to gaming, which will result in a distinct edge in marketability and potential revenue. This thesis examines a subsection of adaptive gaming systems from the perspective of identifying game factors that alter the level of difficulty. Our focus is to provide a solution useful to both research and commercial gaming communities by developing a system that simulates results offline yet can be integrated into online play. While online performance is the main goal of an adaptive system, the offline simulation provides several benefits. Offline simulation allows the elimination of insignificant factors from inclusion in the training and evolution phase of machine learning algorithms. In addition it provides commercial games with a useful tool or method for performing game balancing and level tuning. To test our approach we designed a test-bed version of the game Pac-Man. The experimental testbed alters environment variables to evaluate their effect on a set of selected response variables. Observing the results of several response variables provides the potential to represent multiple player states, though our focus is on controlling the difficulty for a player. The testbed will simulate the actions of both Pac-Man and the ghosts over a variety of different settings and strategies. The evaluation of a factor's significance and its effect size are calculated using a factorial analysis approach. This method allows the identification of factors relevant to both individual strategies, and the set of all player strategies. Finally, as a proof of concept for both the online and adaptation prospects of this method, we developed a prototype adaptive system. Utilizing the releva

"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."

"Physics engines have created a whole new source of emergence and fun for digital games. Water simulation could add another similar emergent interaction element, but it is currently only rarely used as a part of gameplay. The reasons for this are analysed and different water simulation methods are compared, focusing on actual game usage. Based on this, we suggest using the extremely simple but fast pipe model. The simplicity of the underlying simulation can be masked in many ways using modern shader effects and other tricks. An example of the pipe method in action is given and compared to more sophisticated fluid solvers."

From the abstract: "Collective Artificial Intelligence (CAI) simulates human intelligence from data contributed by many humans, mined for inter-related patterns. This thesis applies CAI to social role-playing, introducing an end-to-end process for compositing recorded performances from thousands of humans, and simulating open-ended interaction from this data. The CAI process combines crowdsourcing, pattern discovery, and case-based planning. Content creation is crowdsourced by recording role-players online. Browser-based tools allow non-experts to annotate data, organizing content into a hierarchical narrative structure. Patterns discovered from data power a novel system combining plan recognition with case-based planning. The combination of this process and structure produces a new medium, which exploits a massive corpus to realize characters who interact and converse with humans. This medium enables new experiences in videogames, and new classes of training simulations, therapeutic applications, and social robots. .... As a proof of concept, a CAI system has been evaluated by recording over 10,000 performances in The Restaurant Game, automating an AI-controlled waitress who interacts in the world, and converses with a human via text or speech. Quantitative results demonstrate CAI supports significantly open-ended interaction with humans, while focus groups reveal factors for improving engagement."

From the abstract: "This paper examines the state of the art in narrative creation and writing for video games and simulations, and proposes a methodology for writing dynamically immersive branching dialogue. Conclusions reached are based upon the author's research and development as head writer for the First Person Cultural Trainer (FPCT), UTD Arts and Technology's multi-award winning training simulation."

"The evacuation of complex buildings is a challenge under any circumstances. Fire drills are a way of training and validating evacuation plans. However, sometimes these plans are not taken seriously by their participants. It is also difficult to have the financial and time resources required. In this scenario, serious games can be used as a tool for training, planning and evaluating emergency plans. In this paper a prototype of a serious games evacuation simulator is presented. To make the environment as realistic as possible, 3D models were made using Blender and loaded onto Unity3D, a popular game engine. This framework provided us with the appropriate simulation environment. Some experiences were made and results show that this tool has potential for practitioners and planners to use it for training building occupants."

Abstract: "Abstract-In computer games and simulations, content is often rather static and rigid. As a result, its prescripted nature can lead to predictable and impersonal gameplay, while alienating unconventional players. Adaptivity in games has therefore been recently proposed to overcome these shortcomings and make games more challenging and appealing. In this paper, we survey present research on game adaptivity, identifying, and discussing the main challenges, and pointing out some of the most promising directions ahead.We first survey the purposes of adaptivity, as the principles that could steer an adaptation and generation engine. From this perspective, we proceed to thoroughly discuss adaptivity's targets and methods. Current advances and successes in this emerging field point to many yet unexplored research opportunities. Among them, we discuss the use of gameplay expectations, learning preferences, and assessment data in the integrated adaptation of game worlds, scenarios, and quests. We conclude that, among other methods, procedural content generation and semantic modeling can powerfully combine to create offline customized content and online adjustments to game worlds, scenarios, and quests. These and other promising methods, deserving ample research efforts, can therefore, be expected to significantly contribute towards making games and simulations even more unpredictable, effective, and fun."

Abstract: "Computer based video games are receiving great interest as a means to learn and acquire new skills. As a novel approach to teaching navigation skills in the blind, we have developed Audio-based Environment Simulator (AbES); a virtual reality environment set within the context of a video game metaphor. Despite the fact that participants were naïve to the overall purpose of the software, we found that early blind users were able to acquire relevant information regarding the spatial layout of a previously unfamiliar building using audio based cues alone. This was confirmed by a series of behavioral performance tests designed to assess the transfer of acquired spatial information to a large-scale, real-world indoor navigation task. Furthermore, learning the spatial layout through a goal directed gaming strategy allowed for the mental manipulation of spatial information as evidenced by enhanced navigation performance when compared to an explicit route learning strategy. We conclude that the immersive and highly interactive nature of the software greatly engages the blind user to actively explore the virtual environment. This in turn generates an accurate sense of a large-scale three-dimensional space and facilitates the learning and transfer of navigation skills to the physical world."

From the abstract: "The proposed methodology aims to study the viability of using a game that recreates a fire drill in a 3D environment using Serious Games. The information acquired through the player's performance is very valuable and will be later used to implement an artificial population. A sample of 20 subjects was selected to test the application. Preliminary results are promising, showing that the exercise had a positive impact on users. Moreover, the data acquired is of great important and will be later used to demonstrate the possibility of creating an artificial population based on human behaviour."

From the introduction "The method described in this review is based on the Machinations tool, written based on the book by Dormans (2012) and the accompanying paper, also by Dormans (20 11). After having researched the necessary elements to create this tool and created the first iterations (Dormans, 2008; 2009), Dormans created Machinations as a response to the call of Doug Church (Dormans, 2012, 21) for "formal abstract design tools" whi ch Church (1999) posted on Gamasutra, a game developer website. Machinations is a framework that uses automated, interactive diagrams to simulate and test the gameplay of a game before development, to see if there are any serious flaws in the design and if the game would have plausible (and more importantly, entertaining) progression and emergence. The diagrams represent the flow of resources in a game during, and the feedback structures that exist in, the gameplay, which can be interacted with during the d iagram's runtime."

Abstract: "We introduce Mechanic Miner, an evolutionary system for discovering simple two-state game mechanics for puzzle platform games. We demonstrate how a re ection-driven generation technique can use a simulation of gameplay to select good mechanics, and how the simulation- driven process can be inverted to produce challenging levels specic to a generated mechanic. We give examples of levels and mechanics generated by the system, summarise a small pilot study conducted with example levels and mechanics, and point to further applications of the technique, including applications to automated game design."

The International Serious Play Awards is a recognition program honoring outstanding examples of single player serious game titles that deliver high quality of engagement and measurable training or learning opportunities. Any organization or individual that has created or contracted for a serious game or simulation using commercial off the shelf (COTS) platforms is eligible to enter the International Serious Play Awards Program." Deadline May 31, 2012, June 30, 2012 for student entries

From the abstract :"The Vikings! is an asynchronous multiplayer social game that adapts Viking Age (700s-1000s C.E.) social practices and structures in the hopes of producing a synthetic Viking society. Players manage Viking households, sail the open seas, raid Viking and foreigner households, and develop economic and political relationships with other players to ensure their own survival and prosperity. To successfully prosecute this project, the author came to devise: a semi-formal method for adapting historical situations to interactive simulations; a set of criteria for evaluating the quality, internal consistency, and historical fidelity of such simulations; and a technique for constraining the scope of adaptation to only what is necessary for the player's enjoyment and the designer's aesthetic goals."

This seems the takeaway: ""We don't have a lot of control over how people interpret our findings," Bushman told Ars. ... Still, Bushamn suggests that the basic idea that virtual shooting can help improve real-world shooting performance shouldn't be that controversial at its core. "If you want to learn how to fly an airplane and you want to use the media to help you learn, what would be the best way: read a book about it, watch a TV program about it, or play a flight simulator video game?" he asked rhetorically. "Clearly the more interactive the media, the more you're going to learn. Does that mean by playing flight simulator you're going to be good enough to fly a real plane? I don't know, that's a relative decision, but better than if you'd watched a TV program or read a book about it, I would say.""

Compiled by the Serious Games Association and offering free listings in 2012 to companies producing serious games and simulations

"This project created an Application Programming Interface (API) for a simulated modular digital game system. Each module consists of a triangle that displays colors at the center and edges, monitors an input and signals from the surrounding modules, and communicates with a computer controller. The API allows users to develop game programs for the system. The simulation runs the game files and displays the results. The focus was on practical coding and design of an instructional game system. The challenges in creating such a system provided a valuable learning environment for us in the areas of user interface design, system tool management and design, human computer interaction, and designing educational platforms"

"Game-based simulation systems are increasingly being used to train users in several applications across government, in- dustry, and academia. Designing game-based training sys- tems that can measurably improve learning while providing an engaging training experience is a challenging problem. In this paper, we describe a novel framework that tightly inte- grates game-based training systems with instructional com- ponents using data analysis to address this problem. Intelli- gent training systems based on this framework dynamically adapt both the training and the instructional components to measurably improve learning in play sessions. We propose a three phase approach to automatically identify points in a play session to predict high-value future scenarios, validate predictions, and prescribe actions. A case study using the KDD Cup 2010 educational data set is described illustrating the e®ectiveness of the proposed approach."

from the abstract: "In this dissertation, a study of the serious games' validity for assessing the in-vehicle information systems ergonomics is presented. Results show that by using low-cost serious game it is possible to successfully predict the interactions' impact on driving performance. Moreover, the developed serious game obtained very promising driving performance approximations to a high fidelity driving simulator. This simulator was used, along with the serious game, to study the impact of two elementary tasks in the current in-vehicle information systems: read text and navigate menus manually. Both tasks affected significantly the vehicle's lateral control, and less significantly the longitudinal control. A final experiment was conducted to confirm the existence of the serious game influence over the behaviour of subjects. It was possible to observe that the game applied a positive impact to drivers' behaviour by improving their lateral and longitudinal control over the vehicle."

"Abstract. Sophisticated Technology Enhanced Learning (TEL) instruments as training simulations and Serious Games (SG) do not provide knowledge content in an explicit form, but propose interactive solutions for learners to build their own skills and competences in close to real situations. The present research makes an overview of the processes of knowledge transfer and content development in SG. In the first place, there will be analyzed and proposed methods how to elicit and embed expert knowledge into design of SG and training simulations. Therefore in the first place we will discuss the problem of expert knowledge elicitation for building SG. In the second place we will review how learning content can be integrated in SG design, and will identify various SG elements and components that can transfer knowledge to the players. Finally, some practical implications will be discussed, derived from the experience in TARGET FP7 EU funded project."

Abstract: "This article presents experiences and lessons learned with the implementation of a serious game for simulating the management of a hostage taking scenario. The game was created with ARLearn, a toolkit for mobile and virtual reality serious games, developed at the Open University of the Netherlands. In collaboration with the United Nations Refugee Agency (UNHCR), ARLearn use cases for crisis situations were developed. This manuscript covers the games that were designed with UNHCR's Global Learning Centre (GLC) and discusses the training pilot with UNHCR staff-members."