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 …

The linguistic summarization and the interpretability, scalability of fuzzy representations of multilevel semantic structures of word-domains

CH Nguyen, TL Pham, TN Nguyen, CH Ho… - Microprocessors and …, 2021 - Elsevier
The effect of the linguistic (L-) summarization mined from a given dataset D by a human-
made method M strongly depends on the fuzzy sets constructed to represent the L-words of …

A text summarization method based on fuzzy rules and applicable to automated assessment

FB Goularte, SM Nassar, R Fileto, H Saggion - Expert Systems with …, 2019 - Elsevier
In the last two decades, the text summarization task has gained much importance because
of the large amount of online data, and its potential to extract useful information and …

Linguistic summarization of data in decision-making on performance evaluation

BB Fonseca, OM Cornelio… - 2020 XLVI Latin American …, 2020 - ieeexplore.ieee.org
The process of evaluating the Human Resources performance of a project generates a large
amount of information that conditions timely decision-making at runtime and serves as a …

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 …

An application of fuzzy linguistic summarization and fuzzy association rule mining to Kansei Engineering: a case study on cradle design

E Akgül, Y Delice, EK Aydoğan, FE Boran - Journal of Ambient Intelligence …, 2022 - Springer
Fierce competition in the global market forces companies to satisfy all aspects of customers'
needs during the product design stage. Among the customers' needs, affective needs are …

Application of linguistic summarization methods in time series forecasting

K Kaczmarek-Majer, O Hryniewicz - Information Sciences, 2019 - Elsevier
The novelty of this research is to use linguistically quantified sentences, the so called
linguistic summaries, to improve time series forecasting. The proposed Forecasting with …

Linguistic summarization of fuzzy social and economic networks: an application on the international trade network

S Genç, D Akay, FE Boran, RR Yager - Soft Computing, 2020 - Springer
Although plenty of techniques such as link prediction, clustering, and position analysis have
been proposed to analyze social and economic networks and patterns of social and …

The exploration of fuzzy linguistic research: A scientometric review based on CiteSpace

J Chen, S Meng, W Zhou - Journal of Intelligent & Fuzzy …, 2019 - content.iospress.com
In today's society, many decision-making problems cannot be merely solved based on
quantitative data. Even though some issues are able to be addressed by quantitative data …

A new interval-valued hesitant fuzzy pairwise comparison–compromise solution methodology: an application to cross-docking location planning

SM Mousavi - Neural Computing and Applications, 2019 - Springer
Cross-docking location-planning problem is recognized as one of the significant issues in
logistics management. To address the issue, group decision-making methods are known as …