A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews

PK Jain, R Pamula, G Srivastava - Computer science review, 2021 - Elsevier
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 …

What we know and don't know about online word-of-mouth: A review and synthesis of the literature

RA King, P Racherla, VD Bush - Journal of interactive …, 2014 - journals.sagepub.com
Electronic word-of mouth (eWOM) has attracted considerable interest from researchers in
the past decade. Although the extant research has helped us to develop a good …

The business value of online consumer reviews and management response to hotel performance

KL Xie, Z Zhang, Z Zhang - International Journal of Hospitality Management, 2014 - Elsevier
The business case for investing in online reputation has received increasing scrutiny in
recent years. This study identifies the business value of consumer reviews and management …

Understanding the impact of online reviews on hotel performance: an empirical analysis

P Phillips, S Barnes, K Zigan… - Journal of travel …, 2017 - journals.sagepub.com
Understanding consumers' needs and wants has been a major source of success for hotel
organizations. Notwithstanding, investigating the valence of online reviews and modeling …

[HTML][HTML] Searching for word of mouth in the digital age: Determinants of consumers' uses of face-to-face information, internet opinion sites, and social media

M Bartschat, G Cziehso, T Hennig-Thurau - Journal of Business Research, 2022 - Elsevier
In the digital era, consumers choose among various types of word of mouth (WOM) when
searching for product information. This research investigates how consumers allocate their …

When is enough, enough? Investigating product reviews and information overload from a consumer empowerment perspective

H Hu, AS Krishen - Journal of Business Research, 2019 - Elsevier
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 …

Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews

M Siering, AV Deokar, C Janze - Decision Support Systems, 2018 - Elsevier
Consumer recommendations of products and services are important performance indicators
for organizations to gain feedback on their offerings. Furthermore, they are important for …

Decomposing the effects of online customer reviews on brand, price, and product attributes

DS Kostyra, J Reiner, M Natter, D Klapper - International Journal of …, 2016 - Elsevier
Online customer reviews (OCRs) have become a major source of information for customers
in the Internet. Understanding the impact of OCRs on customers' decisions is an important …

Tourists' willingness to pay for an accommodation: The effect of eWOM and internal reference price

M Nieto-García, PA Muñoz-Gallego… - International Journal of …, 2017 - Elsevier
Understanding the determinants of consumers' willingness to pay (WTP) is an important
challenge especially for practitioners. This study evaluates the effect of external information …

Too good to be true: the role of online reviews' features in probability to buy

E Maslowska, EC Malthouse… - International Journal of …, 2017 - Taylor & Francis
Online consumer reviews are broadly believed to be a necessary and powerful marketing
tool, and as such they have attracted considerable attention from both marketers and …