电子商务代理的高效行为

IF 0.5 Q4 COMPUTER SCIENCE, THEORY & METHODS
Awais Qasim, Hafiz Muhammad Basharat Ameen, Zeeshan Aziz, A. Khalid
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引用次数: 2

摘要

多智能体系统的基本特征是与其他智能体的通信和交互。为了实现这些特性,代理必须以预定义的格式和语义传输消息。这些代理之间通过ACL (Agent communication Language)进行通信。ACL是由FIPA (Foundation for Intelligent Physical Agent)标准化的用于代理间通信的预定义语言。FIPA-ACL为代理之间的通信定义了不同的操作。这些性能是通用的,将它们用于特定领域(如电子商务)的计算成本很高。这些行为并没有定义任何特定领域(如电子商务)通信的确切含义。在本研究中,我们引入了专门针对电子商务领域的新行为体。我们设计的执行器基于FIPA-ACL,因此它们仍然可以支持不同代理平台内的通信。所提出的行为体有助于利用多智能体系统的范式对电子商务协商协议应用程序进行建模,以实现有效的通信。为了准确的语义解释所提出的行为,我们还使用BNF对这些行为进行了形式化建模。我们研究的主要目的是为在电子商务领域工作的代理提供谈判工具,以简洁的方式减少平台上的谈判消息数量、时间消耗和网络开销。我们使用了一个基于电子商务的代理商竞标案例研究来证明我们方法的有效性。结果表明,招标过程所需的总时间大大减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Performative Actions for E-Commerce Agents
Abstract The foundational features of multi-agent systems are communication and interaction with other agents. To achieve these features, agents have to transfer messages in the predefined format and semantics. The communication among these agents takes place with the help of ACL (Agent Communication Language). ACL is a predefined language for communication among agents that has been standardised by the FIPA (Foundation for Intelligent Physical Agent). FIPA-ACL defines different performatives for communication among the agents. These performatives are generic, and it becomes computationally expensive to use them for a specific domain like e-commerce. These performatives do not define the exact meaning of communication for any specific domain like e-commerce. In the present research, we introduced new performatives specifically for e-commerce domain. Our designed performatives are based on FIPA-ACL so that they can still support communication within diverse agent platforms. The proposed performatives are helpful in modelling e-commerce negotiation protocol applications using the paradigm of multi-agent systems for efficient communication. For exact semantic interpretation of the proposed performatives, we also performed formal modelling of these performatives using BNF. The primary objective of our research was to provide the negotiation facility to agents, working in an e-commerce domain, in a succinct way to reduce the number of negotiation messages, time consumption and network overhead on the platform. We used an e-commerce based bidding case study among agents to demonstrate the efficiency of our approach. The results showed that there was a lot of reduction in total time required for the bidding process.
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来源期刊
Applied Computer Systems
Applied Computer Systems COMPUTER SCIENCE, THEORY & METHODS-
自引率
10.00%
发文量
9
审稿时长
30 weeks
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