利用全息多智能体架构处理多模态情感识别中的复杂性

Tarek Boutefara, L. Mahdaoui
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引用次数: 1

摘要

情感计算是计算机科学中一个日益重要的领域。它旨在赋予计算机系统识别和表达情感的能力。情感计算的一个关键问题是情感数据。可以使用多种格式和来自不同来源的数据,每种格式都可以采用不同的方法和技术。几种方法可以结合使用以获得更好的结果。正因为如此,多模态情感检测需要一个能够支持复杂性和异质性的架构。本文提出了一种全息多智能体架构来设计多模态情感识别和情感计算系统。此外,它还描述了一个原型的设计和实现,该原型演示了所提议的体系结构的适用性、充分性和适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using Holonic Multi-agent Architecture to deal with complexity in Multi-modal emotion recognition
The affective computing is an increasingly important area in computer science. It aims to give computer system the ability to recognize and express affect. A key issue in affective computing is emotional data. Data in multiple formats and from different sources can be used and every format can be subject of different approaches and techniques. Several approaches can be combined to obtain better results. Because of this, multi-modal emotion detection requires an architecture that can support complexity and heterogeneity. This paper proposes a Holonic multi-agent architecture to design multi-modal emotion recognition and affective computing systems. Also, it describes the design and implementation of a prototype that demonstrates the applicability, adequacy and adaptability of the proposed architecture.
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