Data Formation and Processing in Formal Concept Analysis: Subjective Aspects

Abstract

Abstract. The paper gives a brief overview of the subjective aspects of data formation and processing in Formal Concept Analysis. It is shown that the fundamental cognitive scaling procedure that allows a different interpretation, introduces new information into the analysis and the analysis is not correct in the general case without paying the proper attention to this information. The relationship between the objects properties that arises from the use of various types of scales and that need to be noted, is considered.

Intelligent Analysis of Incomplete Data for Buildingformalontologies

“…In [17] the occurrence of properties existence constraints as a result of FCA conceptual scaling is analyzed. The most common technique of scaling is based on the using of nominal scales.…”