Suppr超能文献

构建低成本无线生物反馈解决方案:应用设计科学研究方法。

Building a Low-Cost Wireless Biofeedback Solution: Applying Design Science Research Methodology.

机构信息

Department of Industrial Management, National Taiwan University of Science and Technology, Taipei 106335, Taiwan.

出版信息

Sensors (Basel). 2023 Mar 8;23(6):2920. doi: 10.3390/s23062920.

Abstract

In recent years, affective computing has emerged as a promising approach to studying user experience, replacing subjective methods that rely on participants' self-evaluation. Affective computing uses biometrics to recognize people's emotional states as they interact with a product. However, the cost of medical-grade biofeedback systems is prohibitive for researchers with limited budgets. An alternative solution is to use consumer-grade devices, which are more affordable. However, these devices require proprietary software to collect data, complicating data processing, synchronization, and integration. Additionally, researchers need multiple computers to control the biofeedback system, increasing equipment costs and complexity. To address these challenges, we developed a low-cost biofeedback platform using inexpensive hardware and open-source libraries. Our software can serve as a system development kit for future studies. We conducted a simple experiment with one participant to validate the platform's effectiveness, using one baseline and two tasks that elicited distinct responses. Our low-cost biofeedback platform provides a reference architecture for researchers with limited budgets who wish to incorporate biometrics into their studies. This platform can be used to develop affective computing models in various domains, including ergonomics, human factors engineering, user experience, human behavioral studies, and human-robot interaction.

摘要

近年来,情感计算作为一种研究用户体验的有前途的方法已经出现,它取代了依赖参与者自我评估的主观方法。情感计算使用生物识别技术来识别人们在与产品交互时的情绪状态。然而,医疗级生物反馈系统的成本对于预算有限的研究人员来说是望尘莫及的。另一种解决方案是使用价格更实惠的消费级设备。但是,这些设备需要专有的软件来收集数据,这使得数据处理、同步和集成变得复杂。此外,研究人员需要多台计算机来控制生物反馈系统,这增加了设备成本和复杂性。为了解决这些挑战,我们使用廉价的硬件和开源库开发了一个低成本的生物反馈平台。我们的软件可以作为未来研究的系统开发工具包。我们进行了一项简单的实验,只有一名参与者,使用一个基线和两个引发不同反应的任务来验证平台的有效性。我们的低成本生物反馈平台为预算有限的研究人员提供了一个参考架构,他们希望将生物识别技术纳入他们的研究中。这个平台可以用于开发各个领域的情感计算模型,包括人机工程学、人为因素工程、用户体验、人类行为研究和人机交互。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c3c1/10052076/0adee0e1a194/sensors-23-02920-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验