A co-attention based multi-modal fusion network for review helpfulness prediction

G Ren, L Diao, F Guo, T Hong - Information Processing & Management, 2024 - Elsevier
The current review helpfulness prediction (RHP) methods simply rely on the textual features
and meta features to predict review helpfulness, overlooking the informational value of …

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 …

Individual and product-related antecedents of electronic word-of-mouth

B Anastasiei, N Dospinescu… - Aslib Journal of …, 2024 - emerald.com
Purpose This research investigates the antecedents of positive and negative electronic word-
of-mouth (eWOM) propensity, as well as the impact of eWOM propensity on the intention to …

Content dissimilarity and online review helpfulness: Contextual insights

S Wang, S Karmakar, F Wang, Y Pei - Journal of Business Research, 2025 - Elsevier
As consumers navigate through online product reviews, they read and assess individual
reviews within a broader context of product information, including product descriptions and …

Reputation vs. price: Sequential recommendations based on cue diagnosticity theory

W Guo, J Tian, M Li - Journal of Retailing and Consumer Services, 2025 - Elsevier
Sequential recommendations have been widely used in e-commerce platforms to effectively
capture consumers' dynamic preferences and provide them with preferred products …

Visual information and appearance: The impact of visual attributes of user-generated photos on review helpfulness

L Luo, L Liu, Y Zheng, J Chen - Telematics and Informatics, 2024 - Elsevier
Images have become integral to consumers' sharing of consumption experiences due to
their abilities of carrying rich and vivid information. Drawing from the perspective of …

Does your style engage? Linguistic styles of influencers and digital consumer engagement on YouTube

AC Munaro, RH Barcelos, ECF Maffezzolli… - Computers in Human …, 2024 - Elsevier
As social media influencers have become a global phenomenon, brands are channeling
substantial resources into influencer marketing campaigns. Researchers are keenly …

The impact of high arousal and displeasure on online review helpfulness: Exploring the moderating role of product involvement

S Yun, S Jun, JW Kim - Electronic Commerce Research and Applications, 2024 - Elsevier
Online reviews help consumers make purchasing decisions on e-commerce platforms by
addressing uncertainties in online shopping. In the context of information overload, the value …

SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction

MSI Malik, A Nawaz - Knowledge and Information Systems, 2024 - Springer
The review's helpfulness and its impact on purchase decisions are well established. This
study presents a robust helpfulness prediction model for customer reviews. To this end …

How does platform certification affect the marketing performance of sellers in food e-commerce? Interaction with reputation mechanisms

H Xue, S Jin, Q Wu, X Geng - China Agricultural Economic Review, 2023 - emerald.com
Purpose Platform certification constitutes an effective mechanism for managing the lemon
problem concerning food e-commerce. This work aims to evaluate the market effect of …