Value of information gained from data mining in the context of information sharing

被引:1
作者
Saygin, Y [1 ]
Reisman, A
Wang, YT
机构
[1] Sabanci Univ, Fac Engn & nat Sci, TR-34956 Istanbul, Turkey
[2] Reisman & Associates, Consulting Firm, Shaker Hts, OH USA
[3] Univ Windsor, Dept Econ, Windsor, ON N9B 3P4, Canada
关键词
Aumann-Shapley method; data mining; game theory; information sharing; Shapley-Shubik method; value of information;
D O I
10.1109/TEM.2004.836359
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper uses a game-theoretic framework to suggest the fair value for information extracted via data mining and shared between two retail-market competitors. For mutual benefit, the two players each owning a privileged information set (a collection of data or database) may want to share or pool all or part of the information contained within their respective databases. Assume that each player is equipped with a data mining technique which extracts information from the data. We first model the information sharing as a cooperative game. Then, we use results from the cost sharing literature to provide information sharing methods when data can be quantified either as discrete or as continuous variables. In the latter case, we provide a means for obtaining decision rules for pricing shared information.
引用
收藏
页码:441 / 450
页数:10
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