Affective computing model based on rough sets

  • Authors:

  • Chen Yong;He Tong

  • Affiliations:

  • School of Math. and Sys. Sci., Shandong Univ., Jinan, Shandong, China;School of Math. and Sys. Sci., Shandong Univ., Jinan, Shandong, China

  • Venue:
  • ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
  • Year:
  • 2005

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Abstract

The paper first builds a novel affective model based on rough sets, presents the static description of affective space. Meanwhile, the paper creatively combines rough sets with Markov chain, gives the dynamic forecast of human affective change. In this affective model, some concepts and states are defined such as affective description precision and so on. It is a fundamental work to more research. Simulations are done using Matlab software, and simulation results show that this affective model can well simulate the human emotion. The results of this paper are innovative. It is a new research direction of affective computing that rough sets and affective computing infiltrate each other.