ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework

Javier Gonzalez-Sanchez, Maria Elena Chavez Echeagaray, R. Atkinson, W. Burleson
{"title":"ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework","authors":"Javier Gonzalez-Sanchez, Maria Elena Chavez Echeagaray, R. Atkinson, W. Burleson","doi":"10.1109/WICSA.2011.32","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":234615,"journal":{"name":"2011 Ninth Working IEEE/IFIP Conference on Software Architecture","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"47","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Ninth Working IEEE/IFIP Conference on Software Architecture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WICSA.2011.32","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 47

Abstract

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于agent的多模态情感识别软件体系结构
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Towards Automation of Performance Architectural Tactics Application First International Workshop on Variability in Software Architecture (VARSA 2011) Automatic Tracing of Decisions to Architecture and Implementation Industrial Architectural Assessment Using TARA The Dutch Nationwide Electronic Health Record: Why the Centralised Services Architecture?
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1