Analyzing methods of the relation between concepts based on a concept hierarchy

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Abstract

Data objects are usually organized hierarchically, and the relations between them are analyzed based on a corresponding concept hierarchy. The relation between data objects, for example how similar they are, are usually analyzed based on the conceptual distance in the hierarchy. If a node is an ancestor of another node, it is enough to analyze how close they are by calculating the distance vertically. However, if there is not such relation between two nodes, the vertical distance cannot express their relation explicitly. This paper tries to fill this gap by improving the analysis method for data objects based on hierarchy. The contributions of this paper include: (1) proposing an improved method to evaluate the vertical distance between concepts; (2) defining the concept horizontal distance and a method to calculate the horizontal distance; and (3) discussing the methods to confine a range by the horizontal distance and the vertical distance, and evaluating the relation between concepts.

Original languageEnglish
Pages (from-to)473-478
Number of pages6
JournalWorld Academy of Science, Engineering and Technology
Volume77
Publication statusPublished - May 1 2011

All Science Journal Classification (ASJC) codes

  • Engineering(all)

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