How digital marketing evolved over time: A bibliometric analysis on scopus database

M Faruk, M Rahman, S Hasan - Heliyon, 2021 - cell.com
Nowadays, a large number of customers are spending their time on social and digital media
for a variety of purposes ranging from information searching to the final purchase of …

[HTML][HTML] A systematic review of social media-based sentiment analysis: Emerging trends and challenges

QA Xu, V Chang, C Jayne - Decision Analytics Journal, 2022 - Elsevier
In the present information age, a wide and significant variety of social media platforms have
been developed and become an important part of modern life. Massive amounts of user …

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] Analytics of social media data–State of characteristics and application

C Zachlod, O Samuel, A Ochsner… - Journal of Business …, 2022 - Elsevier
The spread and use of social networks provide a rich data source that can be used to
answer a wide range of research questions from various disciplines. However, the nature of …

Big data-assisted social media analytics for business model for business decision making system competitive analysis

H Zhang, Z Zang, H Zhu, MI Uddin, MA Amin - Information Processing & …, 2022 - Elsevier
Business is based on manufacturing, purchasing, selling a product, and earning or making
profits. Social media analytics collect and analyze data from various social networks such as …

The role of social media advertising in hospitality, tourism and travel: a literature review and research agenda

SC Chu, T Deng, H Cheng - International Journal of Contemporary …, 2020 - emerald.com
Purpose This study aims to provide an assessment of the existing literature on the role of
social media advertising in hospitality, tourism and travel (HTT) as well as an agenda for …

Interpretable machine learning-based approach for customer segmentation for new product development from online product reviews

J Joung, H Kim - International Journal of Information Management, 2023 - Elsevier
For new product development, previous segmentation methods based on demographic,
psychographic, and purchase behavior information cannot identify a group of customers with …

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 …

Market segmentation and travel choice prediction in Spa hotels through TripAdvisor's online reviews

A Ahani, M Nilashi, O Ibrahim, L Sanzogni… - International Journal of …, 2019 - Elsevier
Customer segmentation via online reviews and ratings can assist different hotels, including
spa hotels, to better inform marketing strategy development and ensure optimal marketing …

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 …