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Frontiers of Information Technology & Electronic Engineering

ISSN 2095-9184 (print), ISSN 2095-9230 (online)

Intelligent negotiation model for ubiquitous group decision scenarios

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 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 multi-criterion problems, agents’ reasoning, and intelligent dialogues.

Key words: Group decision support systems, Ubiquitous computing, Automatic negotiation, Social networks, Multi-agent systems

Chinese Summary  <28> åº”用于普适群体决策的智能谈判模型

目的:开å‘一ç§åº”用于普适情形的群体(对è¯ï¼‰å†³ç­–模型。
创新点:éµå¾ªç¤¾äº¤ç½‘络逻辑,æ出了一ç§è´´è¿‘真实情景的智能群体决策的ç†è®ºæ¨¡åž‹ï¼Œæ›´å¥½åœ°æ”¯æŒæ™®é€šèƒŒæ™¯çš„群体决策过程。
方法:首先分æžäº†çŽ°æœ‰çš„群体决策支æŒç³»ç»Ÿï¼ˆGDSS)模型,并指出现有模型的缺陷:æžå°‘能够商业应用且难以å映决策过程的自然规律;而有较大å‘展空间的基于辩论的谈判模型的研究æˆæžœç”šå°‘。然åŽæ出了一ç§æ›´è´´è¿‘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æµé€»è¾‘,é‡æ–°å®šä¹‰äº†å¤šæ ‡å‡†é—®é¢˜çš„属性以åŠæ™ºèƒ½ä½“推ç†ä¸Žå¯¹è¯ç­‰ï¼Œç»¼åˆè€ƒè™‘了群体目标和群体中个人目标。所æ出的群体谈判模型å…许研究人员进一步基于自己的算法ã€è®ºç‚¹ä»¥åŠæ™ºèƒ½ä½“模型进行扩展。è¿ç”¨æ¡ˆä¾‹åˆ†æžè®ºè¯äº†æ¨¡åž‹çš„å¯è¡Œæ€§ã€‚
结论:本文æ出的ç†è®ºæ¨¡åž‹èƒ½å¤Ÿæ”¯æŒæ™®é€‚的群体决策过程,ä¿è¯é¢å¯¹é¢äº¤æµçš„è´¨é‡ã€‚

关键è¯ç»„:群体决策支æŒç³»ç»Ÿï¼›æ™®é€‚计算;自动谈判;社交网络


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DOI:

10.1631/FITEE.1500344

CLC number:

TP181; O22

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On-line Access:

2016-04-05

Received:

2015-10-18

Revision Accepted:

2016-02-20

Crosschecked:

2016-03-21

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