An intuitionistic fuzzy data-driven product ranking model using sentiment analysis and multi-criteria decision-making

JH Dahooie, R Raafat, AR Qorbani, T Daim - … Forecasting and Social …, 2021 - Elsevier
With the advent of web 2.0 websites, the impact of customers on each other's purchasing
decisions has increased, and this has changed the decision-making procedure, attitude, and …

Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models

N Punetha, G Jain - Knowledge and Information Systems, 2023 - Springer
Sentiment analysis is a natural language processing method used to assess data's positivity,
negativity, and neutrality. Several techniques were suggested as ways to solve the …

Data-driven decision-making to rank products according to online reviews and the interdependencies among product features

JH Dahooie, R Raafat, AR Qorbani… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The surge in online shopping has led to an increase in online customer reviews (OCRs),
posing challenges for product selection based on product features and customer sentiment …

Integrated shannon entropy and COPRAS optimal model-based recommendation framework

N Punetha, G Jain - Evolutionary Intelligence, 2024 - Springer
Multi-criteria decision-making (MCDM) techniques are increasing in product
recommendation decisions, which typically entail several factors. This study aims to …

From online reviews to smartwatch recommendation: An integrated aspect-based sentiment analysis framework

RK Ray, A Singh - Journal of Retailing and Consumer Services, 2025 - Elsevier
In the current landscape, smartwatches have gained popularity as wearable devices thanks
to their fitness tracking and health monitoring capabilities. However, the abundance of …

An In-depth Analysis of Ensemble Multi-Criteria Decision Making: A Comprehensive Guide to Terminology, Design, Applications, Evaluations, and Future Prospects

BB Zaidan, HA Ibrahim, N Mourad, AA Zaidan… - Applied Soft …, 2024 - Elsevier
Ensemble multi-criteria decision-making (ensemble MCDM) aggregates results from various
MCDM techniques into a cohesive ranking, aiming to mitigate individual technique …

Evaluating pallet investment strategy using fuzzy analytic network process: A case in Chinese chain supermarkets

HL Lin, YY Ma, CT Lin - Mathematics, 2021 - mdpi.com
Presently in Chinese chain supermarkets, many enterprises have built automatic equipment
and information facilities in the logistics center of their supply chain systems. Modern …

[HTML][HTML] CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis

MM Aziz, AA Bakar, MR Yaakub - … of King Saud University-Computer and …, 2024 - Elsevier
Abstract Aspect-Based Sentiment Analysis (ABSA) aims to identify the sentiment expressed
towards a specific feature or aspect of a given text. Although certain ABSA techniques …

[HTML][HTML] Extracting product competitiveness through user-generated content: A hybrid probabilistic inference model

MF Li, GX Zhang, LT Zhao, T Song - … of King Saud University-Computer and …, 2022 - Elsevier
Abstract A BERT-MDLP-Bayesian Network model (BMB) is proposed to analyze the
improvement strategy of e-commerce products based on user generated content (UGC). The …

Text Mining and Multi-Attribute Decision-Making-Based Course Improvement in Massive Open Online Courses

P Yang, Y Liu, Y Luo, Z Wang, X Cai - Applied Sciences, 2024 - mdpi.com
As the leading platform of online education, MOOCs provide learners with rich course
resources, but course designers are still faced with the challenge of how to accurately …