基于agent的多模态情感识别软件体系结构

Javier Gonzalez-Sanchez, Maria Elena Chavez Echeagaray, R. Atkinson, W. Burleson
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引用次数: 47

摘要

计算机能够根据生理信号识别人类情绪状态的能力正越来越受欢迎,用于创建学习环境、医疗保健系统和视频游戏等移情系统。尽管如此,很少有框架、库、架构或软件工具允许系统开发人员轻松地将情感识别集成到他们的软件项目中。本文报告的工作为填补这一缺乏框架和模型的空白提供了第一步,解决了:(a)多模态情感识别的基于智能体驱动的组件架构的建模,称为ABE,以及(b)使用ABE实现多模态情感识别框架,以支持第三方系统成为移情系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework
The computer's ability to recognize human emotional states given physiological signals is gaining in popularity to create empathetic systems such as learning environments, health care systems and videogames. Despite that, there are few frameworks, libraries, architectures, or software tools, which allow systems developers to easily integrate emotion recognition into their software projects. The work reported here offers a first step to fill this gap in the lack of frameworks and models, addressing: (a) the modeling of an agent-driven component-based architecture for multimodal emotion recognition, called ABE, and (b) the use of ABE to implement a multimodal emotion recognition framework to support third-party systems becoming empathetic systems.
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