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An intelligent framework for emotion aware e-healthcare support systems

机译:情绪感知型电子医疗支持系统的智能框架

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There is a prominent connection between human health and human emotion. This connection has encouraged researchers to produce numerous applications in order to facilitate patients and therapists. In this paper, through a review study we highlight how the development of intelligent emotion aware e-health systems can facilitate patient's satisfaction, emotion wellbeing, and physical health, and improve the quality of service offered by health care related businesses. Moreover, we discuss the challenges and difficulties concerning emotion recognition and modelling systems responsible for representing the patient's affective state in real life health care environments. In our research, we aim to address these challenges by proposing a novel framework for developing emotion aware health care support systems. The suggested methodology enables a holistic and reflective representation of the patient's affective state, and incorporates a number of design choices that are suitable for emotion modelling and recognition in the context of a real life health care environment. This methodology leads to the development of a unique emotion aware health care support system, which utilizes Fuzzy Logic to recognize the patient's affective state based on basic cognitive/affective cues, such as the patient's predictions and evaluations of a treatment. The system based on the calculated emotion recognition results, delivers tailored feedback to influence the patient towards a desired and beneficial affective state. As demonstrated in this paper, the proposed emotion-modelling methodology could be very useful when applied in specific real life contexts to develop novel health care systems that are able to accurately monitor and predict their user's emotions.
机译:人类健康与人类情感之间有着显着的联系。这种联系鼓励研究人员产生许多应用,以方便患者和治疗师。在本文中,通过回顾性研究,我们重点介绍了智能情绪感知电子医疗系统的开发如何能够促进患者的满意度,情绪健康和身体健康,以及如何改善与医疗保健相关的业务所提供的服务质量。此外,我们讨论了情感识别和建模系统所面临的挑战和困难,该系统负责代表现实生活中的患者在健康护理环境中的情感状态。在我们的研究中,我们旨在通过提出一种开发情绪感知型医疗支持系统的新颖框架来应对这些挑战。所建议的方法能够全面反映患者的情感状态,并结合了许多设计选择,这些选择适合在现实生活中的医疗环境中进行情感建模和识别。这种方法论导致了独特的情绪感知保健支持系统的开发,该系统利用模糊逻辑基于基本的认知/情感线索(例如患者对治疗的预测和评估)来识别患者的情感状态。该系统基于计算出的情绪识别结果,提供量身定制的反馈,以使患者朝着理想和有益的情感状态发展。正如本文所证明的那样,建议的情绪建模方法在特定的现实生活环境中应用以开发能够准确监控和预测其用户情绪的新型医疗保健系统时,可能会非常有用。

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