A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews
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 …
healthcare, crime, finance, travel, and in academia. Disentangling consumer perception to …
[HTML][HTML] Design of review systems–A strategic instrument to shape online reviewing behavior and economic outcomes
As online reviews play a decisive role in consumers' purchase decisions, e-commerce
platforms are using review systems strategically to obtain a competitive advantage …
platforms are using review systems strategically to obtain a competitive advantage …
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 …
product reviews through the traditional “helpful votes” function; therefore, it has become …
When is enough, enough? Investigating product reviews and information overload from a consumer empowerment perspective
This study focuses on consumers' processing of online reviews as an empowering
experience. We investigate how decision support information (ie, online reviews) can lead to …
experience. We investigate how decision support information (ie, online reviews) can lead to …
Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews
Consumer recommendations of products and services are important performance indicators
for organizations to gain feedback on their offerings. Furthermore, they are important for …
for organizations to gain feedback on their offerings. Furthermore, they are important for …
The searching artificial intelligence: Consumers show less aversion to algorithm‐recommended search product
Z **e, Y Yu, J Zhang, M Chen - Psychology & Marketing, 2022 - Wiley Online Library
Though artificial intelligence (AI) recommendation is a hot topic in recent marketing
research, previous research has shown a convergent tendency for aversion to AI …
research, previous research has shown a convergent tendency for aversion to AI …
Don't believe strangers: Online consumer reviews and the role of social psychological distance
B Hernández-Ortega - Information & Management, 2018 - Elsevier
Participants in online consumer review (OCR) communications are complete strangers.
There is barely any research that has examined the relationship established between these …
There is barely any research that has examined the relationship established between these …
Search product and experience product online reviews: An eye-tracking study on consumers' review search behavior
J Luan, Z Yao, FT Zhao, H Liu - Computers in Human Behavior, 2016 - Elsevier
This study uses eye-tracking method to investigate consumers' online review search
behavior by suggesting that it needs to consider the type of product reviewed. A review …
behavior by suggesting that it needs to consider the type of product reviewed. A review …
Understanding trust in ms-commerce: The roles of reported experience, linguistic style, profile photo, emotional, and cognitive trust
This paper examines what influences trust in mobile social commerce environment. Drawing
on trust-based acceptance model (ie cognitive and emotional trust) and online review …
on trust-based acceptance model (ie cognitive and emotional trust) and online review …
Are longer reviews always more helpful? Disentangling the interplay between review length and line of argumentation
An overwhelming majority of previous works find longer product reviews to be more helpful
than short reviews. In this paper, we build upon information overload theory and propose …
than short reviews. In this paper, we build upon information overload theory and propose …