Formal Concept Analysis: Mathematical Foundations
Formal Concept Analysis: Mathematical Foundations
Concept Data Analysis: Theory and Applications
Concept Data Analysis: Theory and Applications
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
On stability of a formal concept
Annals of Mathematics and Artificial Intelligence
Cluster Analysis
Formal concept analysis with background knowledge: attribute priorities
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews - Special issue on information reuse and integration
Approaches to the selection of relevant concepts in the case of noisy data
ICFCA'10 Proceedings of the 8th international conference on Formal Concept Analysis
Formal concept analysis with constraints by closure operators
ICCS'06 Proceedings of the 14th international conference on Conceptual Structures: inspiration and Application
Formal concept analysis constrained by attribute-dependency formulas
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
Basic level in formal concept analysis: interesting concepts and psychological ramifications
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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The paper presents a preliminary study on basic level of concepts in the framework of formal concept analysis (FCA). The basic level of concepts is an important phenomenon studied in the psychology of concepts. We argue that this phenomenon may be utilized in FCA for selecting important concepts. In the other direction, we argue that FCA provides a simple framework for studying the phenomenon itself. In this preliminary study, we attempt to draw the attention of researchers in FCA to the basic level of concepts. Furthermore, we propose a formalization of one of the several existing psychological views of the basic level, present experiments, and outline future research in this direction.