[HTML][HTML] From conventional group decision making to large-scale group decision making: What are the challenges and how to meet them in big data era? A state-of …

M Tang, H Liao - Omega, 2021 - Elsevier
Abstract The arrival of Big Data era has brought large, complex, and growing data generated
from numerous sources. Due to the power in felicitous decision making based on diverse …

Fuzzy logic applied to opinion mining: a review

J Serrano-Guerrero, FP Romero, JA Olivas - Knowledge-Based Systems, 2021 - Elsevier
The advent of Web 2.0 and its continuous growth has yielded enormous amounts of freely
available user-generated information. Within this information, it is easy to find subjective …

Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information

Z Zhang, J Gao, Y Gao, W Yu - Expert Systems with Applications, 2021 - Elsevier
Two-sided matching decision making (TSMDM) problems exist widely in human being's
daily life. For practical TSMDM problems, matching objects with different culture and …

Multiobjective optimization-based decision support for building digital twin maturity measurement

ZS Chen, KD Chen, YQ Xu, W Pedrycz… - Advanced Engineering …, 2024 - Elsevier
The digital twin (DT) represents a powerful tool for advancing construction industry to
provide a cyber–physical integration that enables real-time monitoring of assets and …

Multi-level fine-scaled sentiment sensing with ambivalence handling

Z Wang, SB Ho, E Cambria - International Journal of Uncertainty …, 2020 - World Scientific
Social media represent a rich source of information, such as critiques, feedback, and other
opinions posted online by Internet users. Such information is typically a good reflection of …

SACPC: A framework based on probabilistic linguistic terms for short text sentiment analysis

C Song, XK Wang, P Cheng, J Wang, L Li - Knowledge-Based Systems, 2020 - Elsevier
Short text sentiment analysis is challenging because short texts are limited in length and
lack context. Short texts are usually rather ambiguous because of polysemy and the typos …

Consensus reaching based on social influence evolution in group decision making

Y Zhang, X Chen, W Pedrycz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A key issue in social network group decision making (SNGDM) is to determine the weights
(ie, social influences) of individuals. Notably, in some SNGDM scenarios, the social …

Pesticide decontamination using UV/ferrous-activated persulfate with the aid neuro-fuzzy modeling: a case study of Malathion

Y Vasseghian, M Moradi, M Pirsaheb, A Khataee… - Food Research …, 2020 - Elsevier
In the current study, the Malathion decontamination by the aid of the UV/ferrous-activated
persulfate (PS) was investigated and the effects of pH, persulfate (PS) concentration, ferrous …

Ranking range based approach to MADM under incomplete context and its application in venture investment evaluation

Y Liu, H Zhang, Y Wu, Y Dong - Technological and Economic …, 2019 - journals.vilniustech.lt
Abstract In real-world Multiple Attribute Decision Making (MADM) problem, the attribute
weights information may be unknown or partially known. Several approaches have been …

Opinion mining on social media data: sentiment analysis of user preferences

VD Păvăloaia, EM Teodor, D Fotache, M Danileţ - Sustainability, 2019 - mdpi.com
Any brand's presence on social networks has a significant impact on emotional reactions of
its users to different types of posts on social media (SM). If a company understands the …