9th Joint International Conference on Information Sciences (JCIS-06)

A Measure Method for Indiscernibility in Imperfect Information System

Authors
Jiye Liang 0, Jifang Pang
Corresponding author
Jiye Liang
0School of Computer and Information Technology
DOI
https://doi.org/10.2991/jcis.2006.3How to use a DOI?
Keywords
imperfect information system, tolerance relation, maximal consistent class, indiscernibility
Abstract
Traditionally, the information system is assumed to be perfect, i.e. attribute values are not missing and supposed to be precise. In fact, imperfect information system is always existent. In this paper, based on imperfect information system (include missing data and imprecise data), the concepts of indiscernibility and discernibility are defined, their important properties are given, and the relationship between those concepts is established. These results will be helpful for measuring the indiscernibility of knowledge, and have instructive significance for studying for knowledge acquisition in imperfect information system.
Copyright
© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/
Open Access | Under Creative Commons license CC BY-NC 4.0

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@inproceedings{Liang2006,
  title={A Measure Method for Indiscernibility in Imperfect Information System},
  author={Liang, Jiye and Pang, Jifang},
  year={2006},
  booktitle={9th Joint International Conference on Information Sciences (JCIS-06)},
  issn={1951-6851},
  isbn={978-90-78677-01-7},
  url={http://dx.doi.org/10.2991/jcis.2006.3},
  doi={10.2991/jcis.2006.3},
  publisher={Atlantis Press}
}
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