Perceived usefulness of online customer reviews: A review mining approach using machine learning & exploratory data analysis

MG Majumder, SD Gupta, J Paul - Journal of Business Research, 2022 - Elsevier
Online customer reviews, considered as electronic word of mouth, have become very useful
in the era of e-commerce as they facilitate future purchase decisions. The present study …

The classification of online consumer reviews: A systematic literature review and integrative framework

L Zheng - Journal of Business Research, 2021 - Elsevier
The objective of this paper is to conduct a systematic review of the literature on online
consumer reviews (OCRs) in order to provide understanding of the multi-featured nature and …

Is a picture worth a thousand words? Understanding the role of review photo sentiment and text-photo sentiment disparity using deep learning algorithms

H Li, H Ji, H Liu, D Cai, H Gao - Tourism Management, 2022 - Elsevier
Images have become integral to consumers' sharing of consumption experiences due to
their abilities of carrying rich and vivid information. This study investigates the impacts of …

Which online reviews do consumers find most helpful? A multi-method investigation

SP Eslami, M Ghasemaghaei, K Hassanein - Decision Support Systems, 2018 - Elsevier
While there is some evidence that review length, review score, and argument frame can
impact consumers' perceptions regarding the helpfulness of online consumer reviews …

A comparative assessment of sentiment analysis and star ratings for consumer reviews

S Al-Natour, O Turetken - International Journal of Information Management, 2020 - Elsevier
Electronic word of mouth (eWOM) is prominent and abundant in consumer domains. Both
consumers and product/service providers need help in understanding and navigating the …

[HTML][HTML] A big data exploration of the informational and normative influences on the helpfulness of online restaurant reviews

S Meek, V Wilk, C Lambert - Journal of business research, 2021 - Elsevier
With the proliferation of user generated online reviews, uncovering helpful restaurant
reviews is increasingly challenging for potential consumers. Heuristics (such as “Likes”) not …

Emotional and the normative aspects of customers' reviews

Y Pashchenko, MF Rahman, MS Hossain… - Journal of Retailing and …, 2022 - Elsevier
The goal of the current research is to investigate the link between the emotional aspects of
hotel and travel organization customers' reviews and their normative (eg, star rating) …

Impacts of user-generated images in online reviews on customer engagement: A panel data analysis

H Li, H Liu, HH Shin, H Ji - Tourism Management, 2024 - Elsevier
Visual content has become an integral component of customers' experience sharing, with
customers increasingly searching for visual content in online reviews prior to making …

Perceived credibility of online hotel reviews and its impact on hotel booking intentions

U Chakraborty - International Journal of Contemporary Hospitality …, 2019 - emerald.com
Purpose This study aims to evaluate the vitality of source, receiver and message factors on
credibility assessment of online hotel reviews. Further, the current study determines the …

Influence of MOOC learners discussion forum social interactions on online reviews of MOOC

B Wu - Education and Information Technologies, 2021 - Springer
Although some studies have explored massive open online courses (MOOCs) discussion
forums and MOOC online reviews separately, studies of both aspects are insufficient. Based …