Title :
Mechanism Design for Clustering Aggregation by Selfish Systems
Author :
Winoto, Pinata ; Cheung, Yiu-Ming ; Liu, Jiming
Author_Institution :
Hong Kong Baptist Univ., Hong Kong
Abstract :
We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation process. Our study is the preliminary step toward the development of robust distributed data mining among selfish systems.
Keywords :
banking; data mining; game theory; marketing data processing; market mechanism design; robust distributed data mining; selfish system clustering aggregation; Aggregates; Clustering algorithms; Computer science; Couplings; Data mining; Game theory; Multiagent systems; Privacy; Protection; Robustness;
Conference_Titel :
Data Mining, 2007. ICDM 2007. Seventh IEEE International Conference on
Conference_Location :
Omaha, NE
Print_ISBN :
978-0-7695-3018-5
DOI :
10.1109/ICDM.2007.80
