Abstract
We introduce a new approach to the summarization of data based upon the theory of fuzzy subsets. This new summarization allows for a linguistic summary of the data and is useful for both numeric and non-numeric data items. It summarizes the data in terms of three values: a summarizer, a quantity in agreement, and a truth value. We also discuss a procedure for investigating the informativeness of a summary. Finally, we describe Summarizer, an implementation of this new approach to the summarization of data.
Preview
Unable to display preview. Download preview PDF.
References
L.A. Zadeh, āFuzzy Sets,ā Information and Control, Vol. 8, 1965, pp. 328ā353.
L.A. Zadeh, āFuzzy Sets as a Basis for a Theory of Possibility,ā Fuzzy Sets and Systems, Vol. 1, 1978, pp. 3ā28.
L.A. Zadeh, āPRUF-A Meaning Representation Language for Natural Languages,ā Int. J. of Man-Machine Studies, Vol. 10, 1978, pp. 395ā460.
R.E. Bellman, and L.A. Zadeh, āLocal and Fuzzy Logics,ā in Dunn and Epstein, eds., Modern Uses of Multi-Valued Logics, Reidel, Dordect, Holland, 1977.
R.R. Yager, āQuantified Propositions in a Linguistic Logic,ā in Proc. 2nd Int. Seminar on Fuzzy Set Theory, Linz, 1981, pp. 69ā124.
R.R. Yager, āA Procedure for Ordering Fuzzy Subsets of the Unit Interval,ā Information Science, Vol. 24, 1981, pp. 143ā161.
R.R. Yager, āMeasuring Tranquility and Anxiety in Decision Making,ā Int. J. of General Systems, Vol. 8, 1982, pp. 139ā146.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
Ā© 1991 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Yager, R.R., Ford, K.M., CaƱas, A.J. (1991). An approach to the linguistic summarization of data. In: Bouchon-Meunier, B., Yager, R.R., Zadeh, L.A. (eds) Uncertainty in Knowledge Bases. IPMU 1990. Lecture Notes in Computer Science, vol 521. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0028132
Download citation
DOI: https://doi.org/10.1007/BFb0028132
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-54346-6
Online ISBN: 978-3-540-47580-4
eBook Packages: Springer Book Archive