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 …

Linguistic data summarization: a systematic review

I Pérez Pupo, PY Piñero Pérez, RE Bello Pérez… - Conferencia Cientifica …, 2021 - Springer
This paper constitutes a systematic review of Linguistic Data Summarization theory and its
trends. Authors analyzed the advantages and limitations of different techniques to generate …

Toward automatic generation of linguistic advice for saving energy at home

P Conde-Clemente, JM Alonso, G Trivino - Soft Computing, 2018 - Springer
The increased demand of systems able to generate reports in natural language from
numerical data involves the search for new solutions. This paper presents an adaptation of …

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 …

Natural language report of the composting process status using linguistic perception

A de Anda-Trasviña, A Nieto-Garibay, J Gutiérrez - Applied Soft Computing, 2022 - Elsevier
The paper presents an automated system to report the evolution of a process in natural
language expressions, analyzing wireless sensor data with process patterns by the linguistic …

EEG-Based Emotion Recognition in Neuromarketing Using Fuzzy Linguistic Summarization

Ü Kaya, D Akay, SŞ Ayan - IEEE Transactions on Fuzzy …, 2024 - ieeexplore.ieee.org
In recent years, to increase market share, companies have preferred neuromarketing over
traditional methods for better analysis of consumer behavior. Since it easily detects …

[HTML][HTML] Automatic generation of textual descriptions in data-to-text systems using a fuzzy temporal ontology: Application in air quality index data series

A Cascallar-Fuentes, J Gallego-Fernández… - Applied Soft …, 2022 - Elsevier
In this paper we present a model based on computational intelligence and natural language
generation for the automatic generation of textual summaries from numerical data series …

New types of computational perceptions: Linguistic descriptions in deforestation analysis

P Conde-Clemente, JM Alonso, EO Nunes… - Expert Systems with …, 2017 - Elsevier
Automatic linguistic description of the available data about complex phenomena is a
challenging task that is receiving the attention of data scientists in recent years. As an …

Generating automatic linguistic descriptions with big data

P Conde-Clemente, G Trivino, JM Alonso - Information Sciences, 2017 - Elsevier
In highly connected world, the volume and variety of data is growing and growing. The Big
Data era opens new challenges to address. Dealing with Big Data, we have identified and …

Modification of the Wu-Mendel approach for linguistic summarization

V Mirzakhanov, L Gardashova - Journal of Experimental & …, 2019 - Taylor & Francis
This paper presents versatile modification of the Wu-Mendel approach for linguistic
summarisation and concentrates on eliminating the following main drawbacks of the …