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Abstract: "Player metrics are an invaluable resource for game designers and QA analysts who wish to understand players, monitor and improve game play, and test design hypotheses. Usually such metrics are collected in a straightforward manner by passively recording players; however, such an approach has several potential drawbacks. First, passive recording might fail to record metrics which correspond to an infrequent player behavior. Secondly, passive recording can be a costly, laborious, and memory intensive process, even with the aid of tools. In this paper, we explore the potential for an active approach to player metric collection which strives to collect data more efficiently, and thus with less cost. We use an online, iterative approach which models the relationship between player metrics and in-game situations probabilistically using a Markov Decision Process (MDP) and solves it for the best game configurations to run. To analyze the benefits and limitations of this approach, we implemented a system, called GAMELAB, for recording player metrics in Second Life."

Includes overview of Mass DiGi's activities (outreach. marketing, business development,) education and research, events, advocacy and fundraising, and next fiscal year preview

"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."

Interdisciplinary team at University of Albany, supported by Intelligence Advanced Research Projects Activity (IARPA), in partnership with a local game company

Abstract: "The rising acceptance of Virtual Learning Environments (VLE) in the e- Learning field poses new challenges such as producing student-centered courses which can be automatically tailored to each student's needs. For this purpose digital games can be used, taking advantage of their flexibility (good video games always try to adapt to different players) and capabilities to stealthily track players' activity, either for producing an accurate user model or enhancing the overall assessment capabilities of the system. In this chapter we discuss the integration of digital games in Virtual Learning Environments and the need of standards that allow the interoperable communication of games and VLE. We also present a middle-ware architecture to integrate video games in VLEs that addresses the technical barriers posed by the integration. We present a case study with the implementation of the architecture in the game authoring platform, along with three examples of video game integration in educational settings"

Abstract Berry (1994) and some later papers provide a way to estimate dierentiated product models. When the product of interest is a durable good, consumers do not pay the entire retail price due to the existence of the second hand market. This paper employs data from the US video game market and proposes a new angel to investigate the demand side of a durable good. The results of the empirical investigation suggests that the inclusion of the future resale price makes the model estimation more sensible and reasonable.

"In cross-functional teams, team performance depends on how skillfully function managers carry out the cross-function coordination of team members' complementary expertise and activities. In this paper, we argue (i) that function managers' coordination skills develop in part through the coordination experience gained from interacting with managers from other function, (ii) that coordination experience has general and firm-specific dimensions, and (iii) that coordination experience leads to better team performance. Using data on development teams in the electronic games industry, we show that coordination experience and its general and firm-specific components have a positive impact on the commercial success of electronic games, and that this effect is robust to tests for omitted variables and reverse causality. Our results have implications for the theory of learning and coordination in teams and for the practice of team design in project-based organizations."

via FoldIt and video-game interface, players engage in protein engineering

Abstract: "This thesis aims to study the design possibilities for supporting explorative form-finding in 3D modeling applications. For today's many design professions, 3D forms are achieved partly in engagement with digital environments. Use of software has far exceeded final idea execution, extending to the early phases of design work in which the outcome is not predetermined. This insight led designers of interactive systems support sketching and ideating activities by reducing the risk of experimentation and cognitive effort demanded from user. Yet, there has been less emphasis on traditional design and craft practice that acknowledges engagement with materials and effort spent on work as an integral part of creative process. The notion of exploration in the scope of this thesis attempts to incorporate such aspects. Relevant literature about workshop practice in design and craft has been reviewed, as well as examples of CAD technologies that aid designers. In this light, HCI perspectives on the design of creativity support tools and games have been discussed. The thesis work aimed to concretize this background by building a design strategy and an interactive artifact. A 3D form-finding application concept using objects in modeling space to indirectly manipulate geometry, "kfields", has been developed and evaluated with users at various stages. The thesis concludes by reflecting on the findings of different design stages and proposing further directions for design. Keywords: 3D Modeling, CAD, digital material, form"

Abstract: "Digitalization has given rise to new opportunities for small and medium-sized video game development studios. No longer bound by physical products and creative restrains, the de-veloper has been empowered with independency. This qualitative study is aimed to under-stand how a development studio develops their business model and how underlying strate-gy is formulated. Additionally we evaluate the degree of innovativeness of the business model in terms of radical and incremental innovation according to Damanpour (1991). To achieve this we present a comprehensive literature review as to gain a more theoretical un-derstanding of industry mechanics and to be able to comprehend reasoning behind existing business models. We structure the dynamics of the business model by analyzing nine busi-ness model aspects as suggested by Osterwalder, Pigneur and Clark (2010). Following our theoretical framework we gain practical input from four separate case studies. An interpret-ative research method is used to gain better understanding of reasoning and choices made. We interpret our findings following a narrative approach which shows that the digitaliza-tion has preluded a paradigm shift in the sense that development studios have started to adopt activities otherwise performed by key partners. As barriers dissipate small and me-dium-sized development studios try to make sense of the current industry, but struggle in doing so. Having to reinvent themselves we conclude that a focus towards creating thicker customer relationships is considered and the idea of seeing games as a service is acknowl-edged to depict the future of the industry. The conclusions of this study contribute to both academic science and industry practice."

Abstract: "Citizen science is a form of social computation where members of the public are recruited to contribute to scientific investigations. Citizen-science projects often use web-based systems to support collaborative scientific activities, making them a form of computer-supported cooperative work. However, finding ways to attract participants and confirm the veracity of the data they produce are key issues in making such systems successful. We describe a series of web-based tools and games currently under development to support taxonomic classification of organisms in photographs collected by citizen-science projects. In the design science tradition, the systems are purpose-built to test hypotheses about participant motivation and techniques for ensuring data quality. Findings from preliminary evaluation and the design process itself are discussed."

Abstract: "Predation games--games in which the player is actively encouraged and often required to hunt and kill in order to survive-have historically been the purview of male players. Females, though now much more involved in digital games than before, are generally encouraged to play games that stress traditionally feminine values such as socializing with others, shopping and nurturing. This paper argues that playing games that virtually simulate predation (which is true of most violent videogames) has many benefits for female players. Predation play teaches participants how to survive and excel in stressful, competitive, aggressive environments. To remain in the game, players have to sharpen their wits, learn to face fear, accept challenges and come back from defeat to play again. Negative effects are also discussed."

"The combined hardships of economic downturn and a target audience that is increasingly defined by their affinity for active participation in their surroundings have left many nonprofit museums struggling to remain relevant in the 21st Century. We have partnered with Discovery Place, a hands-on science museum in Charlotte, North Carolina in order to create an easy-to-integrate software solution to help them better engage their audience. Our project is the creation of a three-part digital layer to increase museum engagement for all visitors, but particularly those considered digital natives. We have created two systems to be implemented in the museum, one to appeal to traditional visitors and one to better engage large groups of students. In the future, these two systems will be tied to an online meta-game to complete our digital layer by bringing the enhanced museum experience home for visitors."

From the summary: "This thesis reviews and utilizes concepts from cognitive psychology, developmental psychology and game design to bring forth a number of design principles for educational games that may improve students' motivation to learn. The main contribution of this thesis is a novel approach to serious game design, namely envisioning play and learning as a restructuring practice. This change of perspective, from a formal game design approach (focused on rules and regulations) towards a more activity centered approach (focused on process and style), may help designers to leverage the motivational potential of games, in order to make education more engaging to students."

"gaming marketing and social entrepreneurship" organization celebrarting its 8th annual festival this week