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Intelligent negotiation model for ubiquitous group decision scenarios

Intelligent negotiation model for ubiquitous group decision scenarios

作     者:Joao CARNEIRO Diogo MARTINHO Goreti MARREIROS Paulo NOVAIS 

作者机构:GECAD-Knowledge Engineering and Decision Support GroupInstitute of EngineeringPolytechnic of PortoPorto 4200-072Portugal ALGORITMI CentreUniversity of MinhoGuimaraes 4800-058Portugal 

出 版 物:《Frontiers of Information Technology & Electronic Engineering》 (信息与电子工程前沿(英文版))

年 卷 期:2016年第17卷第4期

页      面:296-308页

核心收录:

学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 081104[工学-模式识别与智能系统] 08[工学] 070105[理学-运筹学与控制论] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0701[理学-数学] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

基  金: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) the ECSEL JU(No.662189) 

主  题:Group decision support systems Ubiquitous computing Automatic negotiation Social networks Multi-agent systems 

摘      要: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 agents 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.

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