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 …

Understanding the determinants of online review helpfulness: A meta-analytic investigation

H Hong, D Xu, GA Wang, W Fan - Decision Support Systems, 2017 - Elsevier
Online consumer reviews can help customers reduce uncertainty and risks faced in online
shopping. However, the studies examining the determinants of perceived review helpfulness …

Helpfulness of online reviews: Examining review informativeness and classification thresholds by search products and experience products

X Sun, M Han, J Feng - Decision Support Systems, 2019 - Elsevier
Abstract Information overload often makes it difficult for consumers to identify helpful online
product reviews through the traditional “helpful votes” function; therefore, it has become …

Do your social media lead you to make social deal purchases? Consumer-generated social referrals for sales via social commerce

N Kim, W Kim - International Journal of Information Management, 2018 - Elsevier
The advent of social commerce has resulted in a new business model for e-commerce.
Although studies on this business model have increased over time, they have paid less …

Does the dispersion of online review ratings affect review helpfulness?

S Lee, S Lee, H Baek - Computers in Human Behavior, 2021 - Elsevier
The impact of online consumer reviews on online purchase decisions has increased with the
growth of e-commerce. This paper tries to explain how rating dispersion impacts the process …

Examining the relationship between specific negative emotions and the perceived helpfulness of online reviews

G Ren, T Hong - Information Processing & Management, 2019 - Elsevier
This paper extracted discrete emotions from online reviews based on an emotion
classification approach, and examined the differential effects of three discrete emotions …

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 …

Helpfulness of product reviews as a function of discrete positive and negative emotions

MSI Malik, A Hussain - Computers in Human Behavior, 2017 - Elsevier
The product review plays an important role in customer's purchase decision making process
on the e-commerce websites. Emotions can significantly influence the way that reviews are …

Online persuasion of review emotional intensity: A text mining analysis of restaurant reviews

H Li, H Liu, Z Zhang - International Journal of Hospitality Management, 2020 - Elsevier
Consumer-generated restaurant reviews are important sources in consumers' purchase
decisions. The purpose of this study is to explore the impact of emotional intensity on …

[HTML][HTML] Do cultural orientations moderate the effect of online review features on review helpfulness? A case study of online movie reviews

J Kong, C Lou - Journal of Retailing and Consumer Services, 2023 - Elsevier
The perceived helpfulness of online product reviews plays a critical role in consumers'
decisions in e-commerce. In this context, based on the literature on information processing …