An approach for multi-objective categorization based on the game theory and Markov process

@article{Liu2011AnAF,
  title={An approach for multi-objective categorization based on the game theory and Markov process},
  author={Weiyi Liu and Kun Yue and Tian-Ying Wu and Mu-Jin Wei},
  journal={Appl. Soft Comput.},
  year={2011},
  volume={11},
  pages={4087-4096}
}
Realistic objects are not only described by their own attributes, but also described by their mutual relationships in a specific domain. By mainly considering the mutual associations among the given objects, in this paper we propose a method for multi-objective categorization based on the game theory and Markov process. We adopt Shapley value in coalitional games to measure the player’s satisfaction degree in a group. We then give the concept of priority groups and an algorithm to combine small… CONTINUE READING

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