@misc{Kacprzyk_Janusz_(1947–_)._Autor_Data_2003, author={Kacprzyk, Janusz (1947– ). Autor and Zadrożny, Sławomir. Autor}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Raport Badawczy = Research Report}, howpublished={online}, year={2003}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={We present an approach to fuzzy linguistic summaries of data (bases) in the sense of Yager, i.e., for instance, if we have a (large) database on employees, then if we are interested in, say, age and qualifications, then it may be summarized by, say, “most young employees are well qualified”. We present the derivation of such linguistic summaries in the context of Zadeh’s computing with words and perceptions paradigm, and consider his recent idea of a protoform to define and handle more general forms of summaries. We present an implementation for a small to medium computer retailer, and show how data from the internet can qualitatively enhance the summarization results.}, type={Text}, title={Data mining via fuzzy linguistic data summaries: an implementation of the computing with words and perceptions paradigm}, keywords={Fuzzy sets, Data mining, Linguistic summaries}, }