Big data analytics for stimulation and response models in gaming and virtual training simulations

游戏和虚拟训练模拟中的刺激和反应模型的大数据分析

• 批准号: 461759-2013
• 负责人: McGregor, Carolyn
• 金额: $ 1.82万
• 依托单位: University of Ontario Institute of Technology
• 依托单位国家: 加拿大
• 项目类别: Engage Grants Program
• 财政年份: 2013
• 资助国家: 加拿大
• 起止时间: 2013-01-01 至 2014-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=542759
• 关键词: Big; data; analytics; stimulation; response

IFTech is an IT R&D company with a business focus on the design and commercialization of ARAIG which is a sensory immersive wearable technology designed to provide sensory signatures to the wearer. ARAIG is the first multi-sensory multidirectional, force feedback device. ARAIG interacts with the user to increase their immersion based on the situation and/or interactions occurring within a range of media environments. The media environment, activities and interaction taking place in the virtual world, will translate into tangible sensory stimulations. The user becomes more aware of the virtual world through his or her heightened sensitivity. ARAIG's consumer markets consist of the Entertainment Industry (video games and movies), serious games and simulations (military, police, firefighter, etc.), medical (rehabilitation, monitoring, etc.) and augmented awareness (eg hazardous environments, etc.). ARAIG's initial target markets are the video games and serious games and simulations industries. At present, IFTech lack expertise in Big Data analytics and knowledge discovery to create a framework to support the analysis of the sensor signals sent to the wearer together with the analysis of sensor signals measuring the physiological response to enable them to create robust result metrics to demonstrate the improved engagement within either the recreational game or serious game by the participant. Creating a framework to support Big Data analytics of sensor data when used both in the recreational game setting as well as the serious game setting for military and law enforcement tactical training represents an innovative technique that will greatly enhance the competitiveness of ARAIG.

IFTech 是一家 IT 研发公司，业务专注于 ARAIG 的设计和商业化，ARAIG 是一种感官沉浸式可穿戴技术，旨在为佩戴者提供感官签名。 ARAIG 是第一个多感官多方向力反馈设备。 ARAIG 根据各种媒体环境中发生的情况和/或交互与用户进行交互，以提高他们的沉浸感。虚拟世界中发生的媒体环境、活动和交互将转化为有形的感官刺激。 用户通过提高敏感度而更加了解虚拟世界。 ARAIG的消费市场包括娱乐行业（视频游戏和电影）、严肃游戏和模拟（军事、警察、消防员等）、医疗（康复、监控等）和增强意识（例如危险环境等）。 ARAIG 的最初目标市场是视频游戏以及严肃游戏和模拟行业。目前，IFTech 缺乏大数据分析和知识发现方面的专业知识，无法创建一个框架来支持对发送给佩戴者的传感器信号进行分析，并分析测量生理反应的传感器信号，从而使他们能够创建可靠的结果指标，以证明参与者在休闲游戏或严肃游戏中的参与度有所提高。创建一个框架来支持传感器数据的大数据分析，无论是在休闲游戏环境还是在军事和执法战术训练的严肃游戏环境中使用，都是一种创新技术，将大大提高 ARAIG 的竞争力。