应用于普适群体决策的智能谈判模型

Joo CARNEIRO; Diogo MARTINHO; Goreti MARREIROS; Paulo NOVAIS

doi:10.1631/FITEE.1500344

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应用于普适群体决策的智能谈判模型

分布式计算与人工智能专辑 | Updated：2022-05-19

- 应用于普适群体决策的智能谈判模型
- Intelligent negotiation model for ubiquitous group decision scenarios#
- 信息与电子工程前沿（英文） 2016年17卷第4期页码：296-308
- Affiliations：
  
  1GECAD-Knowledge Engineering and Decision Support Group, Institute of Engineering, Polytechnic of Porto, Porto 4200-072, Portugal
  2ALGORITMI Centre, University of Minho, Guimares 4800-058, Portugal
- Author bio：
  
  E-mail: jomrc@isep.ipp.pt
- Funds：
  
  Project supported by the COMPETE Programme (No. POCI-01-0145-FEDER-007043), the Portuguese Foundation for Science and Technology (Nos. UID/CEC/00319/2013, UID/EEA/00760/2013, and SFRH/BD/89697/2012), and the ECSEL JU (No. 662189);#A preliminary version was presented at the 13th International Conference on Practical Applications of Agents and Multi-Agent Systems, June 3-4, 2015, Spain
- DOI：10.1631/FITEE.1500344
  中图分类号： TP181; O22
- 收稿：2015-10-18，
  
  录用：2016-2-20，
  
  纸质出版：2016-04
- Accepted：
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应用于普适群体决策的智能谈判模型[J]. 信息与电子工程前沿（英文）, 2016,17(4):296-308.

Joo CARNEIRO, Diogo MARTINHO, Goreti MARREIROS, et al. Intelligent negotiation model for ubiquitous group decision scenarios#[J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17(4): 296-308.
应用于普适群体决策的智能谈判模型[J]. 信息与电子工程前沿（英文）, 2016,17(4):296-308. DOI： 10.1631/FITEE.1500344.

Joo CARNEIRO, Diogo MARTINHO, Goreti MARREIROS, et al. Intelligent negotiation model for ubiquitous group decision scenarios#[J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17(4): 296-308. DOI： 10.1631/FITEE.1500344.

摘要

目的

开发一种应用于普适情形的群体（对话）决策模型。

创新点

遵循社交网络逻辑，提出了一种贴近真实情景的智能群体决策的理论模型，更好地支持普通背景的群体决策过程。

方法

首先分析了现有的群体决策支持系统（GDSS）模型，并指出现有模型的缺陷：极少能够商业应用且难以反映决策过程的自然规律；而有较大发展空间的基于辩论的谈判模型的研究成果甚少。然后提出了一种更贴近真实情景的普适群体决策模型。该模型基于社交网络中的交流逻辑，重新定义了多标准问题的属性以及智能体推理与对话等，综合考虑了群体目标和群体中个人目标。所提出的群体谈判模型允许研究人员进一步基于自己的算法、论点以及智能体模型进行扩展。运用案例分析论证了模型的可行性。

结论

本文提出的理论模型能够支持普适的群体决策过程，保证面对面交流的质量。

Abstract

Supporting group decision-making in ubiquitous contexts is a complex task that must deal with a large amount of factors to succeed. Here we propose an approach for an intelligent negotiation model to support the group decision-making process specifically designed for ubiquitous contexts. Our approach can be used by researchers that intend to include arguments

complex algorithms

and agentsâ€™ modeling in a negotiation model. It uses a social networking logic due to the type of communication employed by the agents and it intends to support the ubiquitous group decision-making process in a similar way to the real process

which simultaneously preserves the amount and quality of intelligence generated in face-to-face meetings. We propose a new look into this problem by considering and defining strategies to deal with important points such as the type of attributes in the multicriterion problems

agents' reasoning

and intelligent dialogues.

关键词

Keywords

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