The impact of e-WOM on hotels management reputation: exploring tripadvisor review credibility with the ELM model

A Reyes-Menendez, JR Saura… - Ieee …, 2019 - ieeexplore.ieee.org
In recent years, electronic word of mouth (e-WOM) has been widely used by consumers on
different online platforms. The numerous studies have emphasized the growing importance …

Review helpfulness prediction on e-commerce websites: A comprehensive survey

S Saumya, PK Roy, JP Singh - Engineering Applications of Artificial …, 2023 - Elsevier
This comprehensive survey investigates methodologies and factors utilized for predicting
review helpfulness on e-commerce websites. Analyzing 132 research publications from the …

What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective

W Zhuang, Q Zeng, Y Zhang, C Liu, W Fan - Information processing & …, 2023 - Elsevier
A growing number of enterprises begin to utilize user-generated content (UGC) to help build
brand awareness and loyalty on social media platforms. Thus, it is important to investigate …

What makes an online review more helpful: an interpretation framework using XGBoost and SHAP values

Y Meng, N Yang, Z Qian, G Zhang - Journal of Theoretical and Applied …, 2020 - mdpi.com
Online product reviews play important roles in the word-of-mouth marketing of e-commerce
enterprises, but only helpful reviews actually influence customers' purchase decisions …

Predicting the “helpfulness” of online consumer reviews

JP Singh, S Irani, NP Rana, YK Dwivedi… - Journal of Business …, 2017 - Elsevier
Online shopping is increasingly becoming people's first choice when shopping, as it is very
convenient to choose products based on their reviews. Even for moderately popular …

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 …

Examining the effects of negative emotions on review helpfulness: The moderating role of product price

C Xu, X Zheng, F Yang - Computers in Human Behavior, 2023 - Elsevier
Negative emotional contents have been demonstrated to be persuasive when consumers
judge review helpfulness across many existing studies. Drawing on emotions as social …

An empirical investigation of online review helpfulness: A big data perspective

HS Choi, S Leon - Decision Support Systems, 2020 - Elsevier
This study investigates the determinants of online review helpfulness, adopting various
predictors from three dimensions of the online review management: source factors, review …

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 …

What makes information in online consumer reviews diagnostic over time? The role of review relevancy, factuality, currency, source credibility and ranking score

R Filieri, CF Hofacker, S Alguezaui - Computers in Human Behavior, 2018 - Elsevier
Online consumer reviews (OCRs) have become one of the most helpful and influential
information in consumers purchase decisions. However, the proliferation of OCRs has made …