Group items tagged

"The UT^2 game bot, created by computer scientists Jacob Schru, Igor Karpov and Risto Miikkulainen, won the Humanlike Bot Competition at the IEEE World Congress on Computational Intelligence (WCCI 2012). "The idea of the competition is to evaluate how we can make game bots, non-player characters (NPCs) controlled by AI algorithms, appear as human as possible," explains Miikkulainen, professor of computer science in the College of Natural Sciences. "It is generally recognized that NPCs are relatively weak in most video games: their behavior is predictable and mechanical, and they often make mistakes that human players would be unlikely to make. Players often enjoy playing against other humans, because it provides a more interesting game experience. The goal of the competition is to promote more research in human-like bots, as well as evaluate how well we are currently doing in this area."

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."

Abstract : "This paper explores how supernormal stimuli may have contributed to the remarkable popularity of several types of video games: first-person shooters (FPSs), massively multiplayer online role-playing games (MMORPGs), and Minecraft. Human culture, technology, and environments have advanced so rapidly in the last 10,000 years that the brains of Homo sapiens have not been able to keep up. Humans survive in the modern world, but still retain a mind stuck in the Pleistocene. Supercharged representations of ancient stimuli, which appealed to prehistoric human ancestors in the environment of evolutionary adaptedness (EEA), appear in many video games and may be hyper-stimulating humans' adaptive instincts. These supernormal stimuli appear to correlate with the remarkably engaging, pleasurable, and satisfying experiences human players derive from playing these games. This paper goes on to propose that greater recognition of the potential of supernormal stimuli, and experimentation with the creation of virtual worlds stand to improve not only digital games, but the way in which humans live, work, and play in the real world."

A forum from HASTAC (Humanities, Arts, Science, and Technology Advanced Collaboratory) inviting commentary on questions including games for digital humanities, video game pedagogy and gamification

"Mary Flanagan, a game designer and professor of digital humanities at Dartmouth College... explores the way we represent ourselves in playculture and digital spaces. She is an activist designer who has founded Tiltfactor, a gaming research laboratory at Dartmouth focusing on designs that foster a "joyful commitment to human values." "

"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."

abstract: "This paper discusses a scenario in which human computation is used to segment timestamped fashion images for mining trends based on visual features of garments (e.g., color and texture) and attributes of portrayed subjects (e.g., gender and age). State-of-the-art algorithms for body part detection and feature extraction can produce low quality results when parts of the body are occluded and when dealing with complex human poses. In such cases, these algorithms could benefit from the assistance of human agents. In order to jointly leverage the potential of crowds and image analysis algorithms, a game with a purpose (GWAP) is proposed, whereby players can help segment images for which specialized algorithms have failed, so as to improve the extraction of color and texture features of garments and their association with the features of the subject wearing them."

Abstract: "This is a paper that details the issues and problems of the process of implementing a surfing experience simulation - a surfing game. The central issue is using a person's sense of balance as the primary interface controller for a game: this paper details the process the project went through in implementing such an interface, as well as a few games which use it, included for demonstration purposes. The motivation for creating this game came from a discussion of how to integrate an active element of sense of balance into a game interface. This paper also briefly discusses the human-computer interaction (HCI) issues of new interfaces, focused on the recent shift in electronic trends away from the "classical" WIMP (windows, icons, menus and pointing device) design, toward forms of HCI which emulate more closely the natural relationship between a human body and its surroundings."

Abstract: "This paper demonstrates the use of a crowdsourced human computation game to accumulate annotations from non-experts as a means to provide labels for an affective facial expression database. To do so, a human computation game is played, in which players are encouraged to ask each other related facial expression questions. These questions are based on the Facial Action Coding System. Emphasis is placed on the participant's overall understanding of the task and on the ease-of-use of the game so that labeling accuracy is reinforced. Additional game mechanics can be used in future work to encourage players to keep playing the game. This crowdsourced labeling of an affective facial expressions database is important because the manual labeling of an affective database can be relatively expensive and time consuming. Our game shows that non-experts are comparable in labeling our affective database based on the ground truth."

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."

Abstract :"We present an attempt at exploring the search space of weapons in team-based multiplayer First-Person Shooters (FPS). At the foundation of the experiment is Team Block- head Wars (TBHW), a game that we developed for the pur- poses of this project. TBHW allows human players to enjoy classic multiplayer FPS gameplay and uses a genetic algo- rithm to continuously generate new weapons. A weapon's genome consists of ten real-valued parameters, which to- gether form a vast search space that includes common FPS weapon tropes. The evaluation function scores weapons on the basis of their use by players. The game also generates 3D meshes to visually represent the generated weapons for easy player recognition. While TBHW is work in progress, preliminary results are encouraging."

"Millions flock to their computers, consoles, mobile phones, tablets, and social networks each day to play World of Warcraft, Farmville, Scrabble, and countless other games, generating billions in sales each year. The careful and skillful construction of these games is built on decades of research into human motivation and psychology: A well-designed game goes right to the motivational heart of the human psyche. In For the Win, authors Kevin Werbach and Dan Hunter argue persuasively that gamemakers need not be the only ones benefiting from game design. Werbach and Hunter are lawyers and World of Warcraft players who created the world's first course on gamification at the Wharton School. In their book, they reveal how game thinking?addressing problems like a game designer?can motivate employees and customers and create engaging experiences that can transform your business. For the Win reveals how a wide range of companies are successfully using game thinking. It also offers an explanation of when gamifying makes the most sense and a 6-step framework for using games for marketing, productivity enhancement, innovation, employee motivation, customer engagement, and more."

Abstract: "This thesis is a presentation of the design and development of a novel computational artifact: the educational videogame Desperate Fishwives, which harnesses the idea of procedural rhetoric to instruct players on aspects of early modern (cc. 17th century) English life. Herein is detailed the validity of using games as rhetorical and educational devices and the process of designing a game to reflect a particular client's pedagogical style and interpretation of history. This thesis, using the ideas of procedural rhetoric, procedural literacy, and expressive processing, seeks to bridge the gaps between humanities, rhetoric, and software development."

"Abstract: Previous research proposes that human beings are motivated to protect endangered species by both instrumental values and intrinsic values of biodiversity. However, it has been difficult to tease apart the two kinds of value at the behavioral level. Using an innovative fishing game, we tested one kind of instrumental value (financial value) and one kind of intrinsic value (existence value) of the endangered Steller sea lion. In the fishing game, players make repeated decisions on how much Pollock to harvest for profit in each period in a dynamic ecosystem. The population of the endangered sea lion depends on the population of Pollock, which in turn depends on the harvesting behavior of humans. The data show that in general, people responded to the financial value, but not the existence value, of the sea lion by cutting down commercial fish harvesting to keep more sea lions in the ecosystem. However, not all people behaved the same regarding the existence value. Females displayed a higher existence value than males, as did people who reported stronger proenvironmental attitudes than those with less pro‐environmental attitudes. Our findings have multiple implications on public opinion elicitation and public policy design."

"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"

"On May 29th, 11am-1pm PDT (2-4pm EDT), you'll have the chance to join leading experts in health and health care games-including game designer Jane McGonigal, Lygeia Ricciardi of Health and Human Services, and researchers from IFTF-in a live Webinar discussion to explore opportunities for using games to improve health outcomes."

Abstract: "The video game industry is a billion dollar industry with an ever-growing fan base. Massachusetts, along with other states, has begun to take an interest in further developing this dynamic industry. A problem facing many policy makers and economic developers is accurately defining the video game industry, determining the types of workers that form of human capital within its workforce and where these businesses are located. This study helps to solve this problem by converting video game credits, found in all video games, into Standard Occupational Codes to identify the types of workers who comprise the industry and by conducting spatial analysis using Public Use Microdata Samples (PUMS). It also uses the Occupational Information Network to evaluate what forms of human capital comprises the video game industry. The results show the video game workforce comprises both creative workers such as artists and musicians, but also computer programmers, engineers, and business management and marketing professionals. This workforce tends to be concentrated not only in larger U.S. metropolitan areas but also in regions with a significant high-technology workforce, college towns, and government laboratories. Also, as this diverse workforce contains a wide variety of skills and abilities, a common theme is being able to work together as a team to develop a product. This study is part of a growing body of research and initiatives to identify and to locate new, creative industries within metropolitan regions. This research will contribute to future research using occupational analysis to identify new and growing industries."

"The University of California, Santa Barbara (UCSB) has launched the Center for Digital Games Research to study digital media and games from a multidisciplinary approach. Launched with seed funding from the Robert Wood Johnson Foundation, the center brings together 30 faculty members with expertise in "human-computer interaction, virtual environments, simulations, social networks, data mining, interactive storytelling and narrative, media neuroscience and behavioral health," among others, according to a news release."

From the introduction: "In this paper, we focus on theorizing the design of digital games to support the learning of core scientific concepts and representational practices. Theoretically, we consider two frameworks: Knowledge in Pieces (or KiP) (diSessa 1993; Hammer 1996; Sherin 2001; Clark et al. 2009) and Science as Practice (or SaP) (Pickering 1995; Lehrer and Schauble 2006a; Duschl et al. 2007). While KiP is a theory about the structure of human knowledge, SaP is a theoretical perspective about the development of scientific expertise. Grounded in the history of science, SaP argues that the development of scientific concepts is deeply intertwined with the development of epistemic and representational practices (e.g., modeling). We report how these theoretical frameworks have shaped the design of our digital games for learning Newtonian dynamics across an extended design experiment. We show how shifting from KiP to SaP as the underlying theoretical anchor has ena bled a shift from designing games that focus on conceptual integration (Clark and Martinez-Garza 2012) to games that focus on disciplinary integration. Whereas conceptually integrated games integrate the targeted conceptual relationships directly into the mechanics of the core game environment, disciplinary integration extends conceptual integration by incorporating disciplinary practices as well as conceptual relationships into the mechanics of interacting with, manipulating, or navigating the core game environment. "

From the abstract: "The acquisition of musical skills on a new instrument can be a slow and laborious process, requiring sustained effort and commitment. A strong alignment between many of the pro perties of game - based learning and the practice of learning to play a new instrument, especially at the early stages, is identified. After laying out the theoretical connection, a collection of new game design prototypes are described, designed with the go al of augmenting conventional skill - acquisition practice and increasing student motivation and engagement."