Mathematics (Sep 2023)

A Conceptual Graph-Based Method to Compute Information Content

  • Rolando Quintero,
  • Miguel Torres-Ruiz,
  • Magdalena Saldaña-Pérez,
  • Carlos Guzmán Sánchez-Mejorada,
  • Felix Mata-Rivera

DOI
https://doi.org/10.3390/math11183972
Journal volume & issue
Vol. 11, no. 18
p. 3972

Abstract

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This research uses the computing of conceptual distance to measure information content in Wikipedia categories. The proposed metric, generality, relates information content to conceptual distance by determining the ratio of the information that a concept provides to others compared to the information that it receives. The DIS-C algorithm calculates generality values for each concept, considering each relationship’s conceptual distance and distance weight. The findings of this study are compared to current methods in the field and found to be comparable to results obtained using the WordNet corpus. This method offers a new approach to measuring information content applied to any relationship or topology in conceptualization.

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