Collaborative Decision Making framework for multi-agent system

Indiramma, M; Anandakumar, K.

doi:10.1109/iccce.2008.4580785

Cited by 18 publications

(15 citation statements)

References 4 publications

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“…Here it is not shown if two agents take same strategies how problem can be solved. In [8] a trust based collaborative decision making algorithm for distributed environment (GIS) is proposed. Here to solve a problem each agent take their own decision independently.…”

Section: Related Workmentioning

confidence: 99%

Coordination ontology for multi agent based distributed decision making

Acharya

Dutta

2012

2012 2nd IEEE International Conference on Parallel, Distributed and Grid Computing

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Software agents can take decisions to perform different tasks to achieve a goal independently. When a number of agents take decisions collaboratively in distributed environment to achieve same goal, they need to coordinate with each other in order to avoid inconsistencies. Coordination is the process of managing interactions between these agents by identifying and possibly resolving the inconsistencies which can occur between their activities. In this work we propose a methodology by which number of agents can take their decisions independently and collaboratively by maintaining coordination between them. We propose a concept of coordination ontology for distributed decision support system. It consists of set of rules in order to coordinate actions of different agents and make a decision to achieve a goal successfully.

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Section: Related Workmentioning

confidence: 99%

Coordination ontology for multi agent based distributed decision making

Acharya

Dutta

2012

2012 2nd IEEE International Conference on Parallel, Distributed and Grid Computing

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“…Many research works proposed multi-agent models based on reputation [5] [29][30] [36][40] [47]. Reputation is computed based on three elements: the difference in beliefs, the direct historical interaction between the two agents, and the indirect reputation [10].…”

Section: Reputation In Multiagent Systemsmentioning

confidence: 99%

A reputation based electronic government procurement model

Klabi

Mellouli

Rekik

2013

Proceedings of the 7th International Conference on Theory and Practice of Electronic Governance

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E-procurement systems allow governments to efficiently management their contracts by improving interactions with suppliers, and by increasing transparency. Governments generally choose their suppliers based on the minimum price. However, other criteria than price may be considered to help governments choose the best suppliers. This paper proposes a formal reputation model that is intended to determine the winners of an eprocurement process. The proposed model combines three elements: (1) the direct reputation of the supplier, (2) the indirect reputation of the supplier, and (3) the difference in beliefs between the government and the supplier. Using a multi-agent approach, the proposed model compares between situations where reputation is integrated along price for selecting suppliers and when it is not. Results show that the proposed reputation model may lead to lower costs.

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“…The effective communication of group members, the effective organization and full sharing of knowledge and information is the fundamental guarantee to solve the problem. In collaborative decision making(CDM), the communication and the knowledge sharing among the group members is seen as the key factor of solving the organizational decision making problem [3,4]. The group members make the satisfactory final decision through knowledge interaction and knowledge sharing in the condition of not enough time, limited resources and so on.…”

Section: Introductionmentioning

confidence: 99%

Study on Framework of Interactive and Collaborative Decision Making and Design of Support System Based on Network Center

Peng¹,

Yu²

2015

2015 8th International Symposium on Computational Intelligence and Design (ISCID)

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According to practical needs of group collaborative decision making problems in network era and based on application features of group network planning technology, the method of group task planning based on network center is proposed, which achieves the decomposition of decision task and solving process of cooperation by group decision makers. Meanwhile, the interactive and collaborative decision making framework based on Network Center is constructed, and the decision model integrated by sub task solving and task plan is analyzed. At last, the overall design scheme of interactive and collaborative decision making support system based on network center is presented. The decision making framework and support system design embodies the characteristics of the group task planning and interactive collaboration, which has a good application prospect in the development and deployment of the network centric decision support system in the future.

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Collaborative Decision Making framework for multi-agent system

Cited by 18 publications

References 4 publications

Coordination ontology for multi agent based distributed decision making

Coordination ontology for multi agent based distributed decision making

A reputation based electronic government procurement model

Study on Framework of Interactive and Collaborative Decision Making and Design of Support System Based on Network Center

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