[HTML][HTML] A picture fuzzy set multi criteria decision-making approach to customize hospital recommendations based on patient feedback

M Bani-Doumi, J Serrano-Guerrero, F Chiclana… - Applied Soft …, 2024 - Elsevier
Sentiment analysis techniques have allowed exploiting the information available in millions
of opinions conveyed through different Internet services. One example would be the multiple …

[HTML][HTML] A 2-tuple fuzzy linguistic model for recommending health care services grounded on aspect-based sentiment analysis

J Serrano-Guerrero, M Bani-Doumi, FP Romero… - Expert Systems with …, 2024 - Elsevier
Evaluating the quality of health care systems usually entails the examination of objective
variables (waiting time, patients per doctor, etc.). Nonetheless, other subjective variables …

Construction of an aspect-level sentiment analysis model for online medical reviews

Y Zhao, L Zhang, C Zeng, W Lu, Y Chen… - Information Processing & …, 2023 - Elsevier
Online medical services have become increasingly popular, and patient feedback can
significantly influence other patients' medical decision-making. This study utilizes a double …

[HTML][HTML] Understanding what patients think about hospitals: A deep learning approach for detecting emotions in patient opinions

J Serrano-Guerrero, M Bani-Doumi, FP Romero… - Artificial Intelligence in …, 2022 - Elsevier
Introduction Most hospital assessment systems are based on the study of objective statistical
variables as well as patient opinions on their experiences with respect to the services …

The use of multiple criteria decision aiding methods in recommender systems: a literature review

R Pelissari, PS Alencar, SB Amor, LT Duarte - Brazilian Conference on …, 2022 - Springer
Abstract Multiple Criteria Decision Making (MCDA) methods have been increasingly applied
to improve recommendations when multiple criteria are considered in Recommender …

How satisfied are patients with nursing care and why? A comprehensive study based on social media and opinion mining

J Serrano-Guerrero, M Bani-Doumi… - Informatics for Health …, 2024 - Taylor & Francis
To assess the overall experience of a patient in a hospital, many factors must be analyzed;
nonetheless, one of the key aspects is the performance of nurses as they closely interact …

Sentiment analysis on labeled and unlabeled datasets using BERT architecture

K Chakraborty, S Bhattacharyya, R Bag, L Mršić - Soft computing, 2024 - Springer
Sentiment analysis (SA) is the study of human perception in any subject of practice. It
retrieves data from datasets using natural language processing (NLP) methodologies and …

A method for the competitiveness estimation of the incremental new product through user-generated content

YM Ma, XH Zhu, PP Cao, MY Li - Decision Support Systems, 2024 - Elsevier
The current dynamic market environment challenges successful incremental new product
(INP) launches, compelling enterprise managers to promptly recognize and respond to …

An integrated decision framework for evaluating and recommending health care services

B Alshouha, J Serrano-Guerrero, F Chiclana… - Applied …, 2024 - Springer
Quality management techniques such as the quality function deployment model can help
hospitals assess and improve the quality of their services by integrating the voice of …

What is the Consumer Attitude toward Healthcare Services? A Transfer Learning Approach for Detecting Emotions from Consumer Feedback.

B Alshouha, J Serrano-Guerrero… - Journal of Universal …, 2024 - search.ebscohost.com
The capability of offering patient-centered healthcare services involves knowing the
consumer needs. Many of these needs can be conveyed through opinions about services …