A General Form of Attribute Exploration
Daniel Borchmann
TL;DR
This paper introduces a generalized framework for attribute exploration in Formal Concept Analysis, broadening its applicability and unifying various existing variants under a common theoretical structure.
Contribution
It presents a comprehensive general form of attribute exploration, enabling easier theoretical analysis and application across different variants.
Findings
Unifies different attribute exploration variants
Simplifies theoretical considerations
Extends applicability of attribute exploration
Abstract
We present a general form of attribute exploration, a knowledge completion algorithm from Formal Concept Analysis. The aim of our presentation is not only to extend the applicability of attribute exploration by a general description. It may also allow to view different existing variants of attribute exploration as instances of a general form, which may simplify theoretical considerations.
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Taxonomy
TopicsRough Sets and Fuzzy Logic · Data Mining Algorithms and Applications · Semantic Web and Ontologies