Protoforms of Linguistic Database Summaries as a Human Consistent Tool for Using Natural Language in Data Mining

@inproceedings{Kacprzyk2009ProtoformsOL,
  title={Protoforms of Linguistic Database Summaries as a Human Consistent Tool for Using Natural Language in Data Mining},
  author={Janusz Kacprzyk and Slawomir Zadrozny},
  booktitle={Database Technologies: Concepts, Methodologies, Tools, and Applications},
  year={2009}
}
We consider linguistic database summaries in the sense of Yager (1982)�� in an imlementable formroosed �� in an imlementable formroosed by Kacprzyk & Yager (2001) and Kacprzyk, Yager & Zadrozny (2000), exemplified by, for a personnel database, "most employees are young and well paid" (with some degree of truth) and their extensions as a very general tool for a human consistent summarization of large data sets. We advocate the use of the concept of a protoform (prototypical form), vividly… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 16 CITATIONS

Linguistic Summaries Applied on Statistics-Case of Municipal Statistics

VIEW 6 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

Synergy of linguistic summaries and fuzzy functional dependencies for mining knowledge in the data

  • 2014 18th International Conference on System Theory, Control and Computing (ICSTCC)
  • 2014
VIEW 5 EXCERPTS
CITES BACKGROUND
HIGHLY INFLUENCED

Fuzziness in Information Systems

  • Springer International Publishing
  • 2016
VIEW 2 EXCERPTS
CITES BACKGROUND

Fuzzy sets across the natural language generation pipeline

  • Progress in Artificial Intelligence
  • 2016
VIEW 2 EXCERPTS
CITES METHODS & BACKGROUND

Linguistically summarizing hierarchical data: The case of statistical territorial data

  • 2015 16th IEEE International Symposium on Computational Intelligence and Informatics (CINTI)
  • 2015
VIEW 1 EXCERPT
CITES BACKGROUND

References

Publications referenced by this paper.
SHOWING 1-10 OF 45 REFERENCES

An overview of fuzzy quantifiers. (I). Interpretations

  • Fuzzy Sets and Systems
  • 1998
VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Linguistic summarization of data sets using association rules

  • The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.
  • 2003

A prototype-centered approach to adding deduction capability to search engines-the concept of protoform

  • 2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)
  • 2002

Similar Papers