Conceptual Category of Knowledage and Its Correlationbased Metrizable Space
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@Article{JICS-6-314,
author = {Jian Zhao and Lei Liu},
title = {Conceptual Category of Knowledage and Its Correlationbased Metrizable Space},
journal = {Journal of Information and Computing Science},
year = {2024},
volume = {6},
number = {4},
pages = {314--320},
abstract = {Abstract.The phenomenon was understood as the basic element to constitute knowledge in this study,
where the granular structure was taken as the basic structure of phenomenon formalized representation.
Based on the isomorphism between formal concept analysis and rough set theory, the granular structure
model was established in conceptual category of phenomenon, and the correlation among concept categories
was given as well as correlation distance, proving that the concept element space induced by correlation
distance Θ was a metrizable space. Based on the conclusions in this study, the knowledge representation
model can be established more completely than conceptual model in semantic description, providing a basis
for phenomenon formalization research by using the topologic method.
},
issn = {1746-7659},
doi = {https://doi.org/},
url = {http://global-sci.org/intro/article_detail/jics/22673.html}
}
TY - JOUR
T1 - Conceptual Category of Knowledage and Its Correlationbased Metrizable Space
AU - Jian Zhao and Lei Liu
JO - Journal of Information and Computing Science
VL - 4
SP - 314
EP - 320
PY - 2024
DA - 2024/01
SN - 6
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/jics/22673.html
KW - Knowledge Representation
KW - Phenomenon
KW - Formal Concept Analysis
KW - Rough Set
KW - Metric Space
AB - Abstract.The phenomenon was understood as the basic element to constitute knowledge in this study,
where the granular structure was taken as the basic structure of phenomenon formalized representation.
Based on the isomorphism between formal concept analysis and rough set theory, the granular structure
model was established in conceptual category of phenomenon, and the correlation among concept categories
was given as well as correlation distance, proving that the concept element space induced by correlation
distance Θ was a metrizable space. Based on the conclusions in this study, the knowledge representation
model can be established more completely than conceptual model in semantic description, providing a basis
for phenomenon formalization research by using the topologic method.
Jian Zhao and Lei Liu. (2024). Conceptual Category of Knowledage and Its Correlationbased Metrizable Space.
Journal of Information and Computing Science. 6 (4).
314-320.
doi:
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