戒烟的社交网络聊天机器人:代理和多代理框架

D. Calvaresi, J. Calbimonte, Fabien Dubosson, A. Najjar, M. Schumacher
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引用次数: 22

摘要

由于移动设备和社交网络的蓬勃发展,异步消息传递正在引领人机交互。消息平台最近发布的专用api促进了能够进行对话的计算机程序(即聊天机器人)的开发,这些程序已在几个特定领域的上下文中采用。本文提出了SMAG:一个支持在社交网络上部署戒烟计划(JDF)的聊天机器人框架。特别是,它详细介绍了单代理实现,活动结果,SMAG的多代理设计,支持个性化行为和用户分析的建模,并强调了与多代理系统耦合的聊天机器人技术。•应用计算→健康信息学;•信息系统→个性化;社交网络;•以人为中心的计算→基于web的交互;自然语言接口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Social Network Chatbots for Smoking Cessation: Agent and Multi-Agent Frameworks
Asynchronous messaging is leading human-machine interaction due to the boom of mobile devices and social networks. The recent release of dedicated APIs from messaging platforms boosted the development of computer programs able to conduct conversations, (i.e., chatbots), which have been adopted in several domain-specific contexts. This paper proposes SMAG: a chatbot framework supporting a smoking cessation program (JDF) deployed on a social network. In particular, it details the single-agent implementation, the campaign results, a multi-agent design for SMAG enabling the modelization of personalized behavior and user profiling, and highlighting of coupling chatbot technology with and multi-agent systems. CCS CONCEPTS • Applied computing → Health informatics; • Information systems → Personalization; Social networks; • Human-centered computing → Web-based interaction; Natural language interfaces.
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