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.
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Proceedings
9th Joint International Conference on Information Sciences (JCIS-06)
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2006
ISBN
978-90-78677-01-7
ISSN
1951-6851
DOI
https://doi.org/10.2991/jcis.2006.3How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Jiye Liang
AU  - Jifang Pang
PY  - 2006/10
DA  - 2006/10
TI  - A Measure Method for Indiscernibility in Imperfect Information System
BT  - 9th Joint International Conference on Information Sciences (JCIS-06)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/jcis.2006.3
DO  - https://doi.org/10.2991/jcis.2006.3
ID  - Liang2006/10
ER  -