Title :
An Association Rule-Based Bilateral Multi-Issue Negotiation Model
Author :
Hu, Jun ; Deng, Lei
Author_Institution :
Coll. of Inf. Sci. & Eng, Hunan Univ., Changsha, China
Abstract :
In this paper, we present an association rule-based bilateral multi-issue negotiation model which uses association rules to describe the interdependence of issues. Moreover, we propose a novel time-dependent negotiation strategy which based on association rules. In the negotiation process, agent can adjust the associated issues´ value intervals and negotiation time dynamically according to the corresponding association rules, thus reducing the number of interactions appropriately to improve the flexibility and efficiency of negotiation process. The experimental results show that the model can improve the overall utility and efficiency.
Keywords :
data mining; knowledge based systems; association rule-based bilateral multiissue negotiation model; negotiation process efficiency; time-dependent negotiation strategy; Analytical models; Association rules; Clustering algorithms; Educational institutions; Equations; History; Mathematical model; Association Rules; Bilateral Negotiation; MAS; Negotiation Strategy; RGM;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2011 Fourth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-1085-8
DOI :
10.1109/ISCID.2011.160