An overview of methods for linguistic summarization with fuzzy sets

FE Boran, D Akay, RR Yager - Expert Systems with Applications, 2016 - Elsevier
While the rapid development of information technology has made easy to store and access
the huge amount of data, it also brings another problem, that of how to extract potentially …

Towards human-centric aggregation via ordered weighted aggregation operators and linguistic data summaries: A new perspective on zadeh's inspirations

J Kacprzyk, RR Yager, JM Merigo - IEEE Computational …, 2019 - ieeexplore.ieee.org
This work presents a new perspective on how Zadeh's ideas related to fuzzy logic and
computing with words have influenced the crucial issue of information aggregation and have …

Fuzzy logic‐based linguistic summaries of time series: a powerful tool for discovering knowledge on time varying processes and systems under imprecision

J Kacprzyk, S Zadrożny - Wiley Interdisciplinary Reviews: Data …, 2016 - Wiley Online Library
We present a novel approach to linguistic data summarization for numeric data, ie, of the
numbers to text type. Linguistic summarization is meant as a process of a comprehensive …

Defining business model key performance indicators using intentional linguistic summaries

R Gilsing, A Wilbik, P Grefen, O Turetken… - Software and Systems …, 2021 - Springer
To sustain competitiveness in contemporary, fast-paced markets, organizations increasingly
focus on innovating their business models to enhance current value propositions or to …

On generating linguistic descriptions of time series

N Marín, D Sánchez - Fuzzy Sets and Systems, 2016 - Elsevier
In this paper we provide a general approach for the concepts and processes related to the
generation of linguistic descriptions of time series. As we will see, this approach consists of …

Linguistic summarization of the contents of Web server logs via the Ordered Weighted Averaging (OWA) operators

J Kacprzyk, S Zadrożny - Fuzzy Sets and Systems, 2016 - Elsevier
Analyses of Web server logs may be very useful and are often needed for designers and
analysts of computer networks who try to design and optimize the functioning of the systems …

A fuzzy measure similarity between sets of linguistic summaries

A Wilbik, JM Keller - IEEE Transactions on Fuzzy Systems, 2012 - ieeexplore.ieee.org
In this paper, we consider the problem of evaluating the similarity of two sets of linguistic
summaries of sensor data. Huge amounts of available data cause a dramatic need for …

A framework for generating summaries from temporal personal health data

JJ Harris, CH Chen, MJ Zaki - ACM Transactions on Computing for …, 2021 - dl.acm.org
Although it has become easier for individuals to track their personal health data (eg, heart
rate, step count, and nutrient intake data), there is still a wide chasm between the collection …

A generic method for the evaluation of interval type-2 fuzzy linguistic summaries

FE Boran, D Akay - IEEE transactions on cybernetics, 2013 - ieeexplore.ieee.org
Linguistic summarization has turned out to be an important knowledge discovery technique
by providing the most relevant natural language-based sentences in a human consistent …

A distance metric for a space of linguistic summaries

A Wilbik, JM Keller - Fuzzy Sets and Systems, 2012 - Elsevier
Producing linguistic summaries of large databases or temporal sequences of measurements
is an endeavor that is receiving increasing attention. These summaries can be used in a …