The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review

AS Yalcin, HS Kilic, D Delen - Technological forecasting and social change, 2022 - Elsevier
Business analytics (BA) systems are considered significant investments for enterprises
because they have the potential to considerably improve firms' performance. With the value …

A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews

PK Jain, R Pamula, G Srivastava - Computer science review, 2021 - Elsevier
Consumer sentiment analysis is a recent fad for social media-related applications such as
healthcare, crime, finance, travel, and in academia. Disentangling consumer perception to …

[HTML][HTML] Mining the text of online consumer reviews to analyze brand image and brand positioning

M Alzate, M Arce-Urriza, J Cebollada - Journal of Retailing and Consumer …, 2022 - Elsevier
The growth of the Internet has led to massive availability of online consumer reviews. So far,
papers studying online reviews have mainly analysed how non-textual features, such as …

Factors impacting consumers' intention toward adoption of electric vehicles in Malaysia

S Asadi, M Nilashi, S Samad, R Abdullah… - Journal of Cleaner …, 2021 - Elsevier
Electric vehicles have significantly contributed to the sustainability of world economic
growth. It is of critical importance to understand and examine the factors impacting the …

Customer satisfaction with Restaurants Service Quality during COVID-19 outbreak: A two-stage methodology

M Zibarzani, RA Abumalloh, M Nilashi, S Samad… - Technology in …, 2022 - Elsevier
Online reviews have been used effectively to understand customers' satisfaction and
preferences. COVID-19 crisis has significantly impacted customers' satisfaction in several …

Analysis of customers' satisfaction with baby products: The moderating role of brand image

M Nilashi, RA Abumalloh, S Samad, M Alrizq… - Journal of Retailing and …, 2023 - Elsevier
The previous experience of customers is assessed by textual reviews and ratings to reflect
their levels of satisfaction with the service or product. Online reviews and ratings have …

What is the impact of service quality on customers' satisfaction during COVID-19 outbreak? New findings from online reviews analysis

M Nilashi, RA Abumalloh, A Alghamdi… - Telematics and …, 2021 - Elsevier
The COVID-19 pandemic has caused major global changes both in the areas of healthcare
and economics. This pandemic has led, mainly due to conditions related to confinement, to …

Machine learning in marketing: A literature review, conceptual framework, and research agenda

EWT Ngai, Y Wu - Journal of Business Research, 2022 - Elsevier
In recent years, machine learning (ML) and artificial intelligence (AI) have attracted
considerable attention in different industry sectors, including marketing. ML and AI hold …

Revealing travellers' satisfaction during COVID-19 outbreak: Moderating role of service quality

M Nilashi, RA Abumalloh, B Minaei-Bidgoli… - Journal of Retailing and …, 2022 - Elsevier
Abstract User-Generated-Content (UGC) has gained increasing attention as an important
indicator of business success in the tourism and hospitality sectors. Previous literature has …

HECON: Weight assessment of the product loyalty criteria considering the customer decision's halo effect using the convolutional neural networks

G Haseli, R Ranjbarzadeh, M Hajiaghaei-Keshteli… - Information …, 2023 - Elsevier
The economic pressures and increasing competition in markets have led to the CEOs of
companies being forced to make the right strategic decisions in the development of products …