Abstract
The notion of semantic distance or similarity measurement is closely related to the process of categorization. Any theory of measurement must take into account some real-world results from cognitive science: it is not possible to make a priori judgments about how similar are two random concepts.
The taxonomy presented herein is not unbiased. It clearly implies that the more complex is the semantic distance measure, the more accurate and in line with experience it will be. That is not a particularly comforting result, but the purpose of the taxonomy was to organize the search for accurate semantic distance measures.
Preview
Unable to display preview. Download preview PDF.
References
Aronson, Jerrold L., “Conceptual Graphs and Modality,” Proc. 5th Wkshop on Conceptual Structures, AAAI-90, Detroit. MI.
Delugach, Harry S., “A Multiple-Viewed Approach to Software Requirements,” Ph.D. Dissertation, Department of Computer Science, University of Virginia, Charlottesville, VA, May, 1991.
Gentner, Dedre, “Structure Mapping: A Theoretical Framework For Analogy,” Cognitive Science, vol. 7, pp. 155–170, 1983.
Smith, Edward E., “Concepts and Induction,” in Foundations of Cognitive Science, Posner, Michael, ed., Bradford Books (MIT Press), 1989.
Smith, Edward E., “Categorization,” in An Invitation To Cognitive Science, vol. 3, Thinking, Osterson, Daniel and Smith, Edward, eds., MIT Press, 1990.
Sowa, John F., Conceptual Structures: Information Processing in Mind and Machine, Addison-Wesley Publ. Co., Reading, MA, 1984
Tversky, Amos, “Features of similarity,” Psychological Review, vol. 84, pp. 327–352, 1977.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1993 Springer-Verlag
About this paper
Cite this paper
Delugach, H.S. (1993). An exploration into semantic distance. In: Pfeiffer, H.D., Nagle, T.E. (eds) Conceptual Structures: Theory and Implementation. Lecture Notes in Computer Science, vol 754. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-57454-9_9
Download citation
DOI: https://doi.org/10.1007/3-540-57454-9_9
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-57454-5
Online ISBN: 978-3-540-48189-8
eBook Packages: Springer Book Archive