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 …
Demystifying fake news in the hospitality industry: A systematic literature review, framework, and an agenda for future research
PN Vasist, S Krishnan - International Journal of Hospitality Management, 2022 - Elsevier
Fake news is an all-pervasive phenomenon that has transcended social and political
boundaries and infiltrated the hospitality industry. While its growing prominence has piqued …
boundaries and infiltrated the hospitality industry. While its growing prominence has piqued …
Fake review detection in e-Commerce platforms using aspect-based sentiment analysis
P Hajek, L Hikkerova, JM Sahut - Journal of Business Research, 2023 - Elsevier
Consumers rely on internet user reviews. Existing sentiment-based detection systems fail to
capture consumer feelings regarding numerous aspects of products or services which …
capture consumer feelings regarding numerous aspects of products or services which …
Artificial intelligence for hospitality big data analytics: developing a prediction model of restaurant review helpfulness for customer decision-making
Purpose Big data analytics allows researchers and industry practitioners to extract hidden
patterns or discover new information and knowledge from big data. Although artificial …
patterns or discover new information and knowledge from big data. Although artificial …
Impacts of consumer cognitive process to ascertain online fake review: A cognitive dissonance theory approach
Online reviews of the products by consumers are very important to organizations as well as
to prospective consumers. Ideally, online reviews by consumers should be an accurate and …
to prospective consumers. Ideally, online reviews by consumers should be an accurate and …
Why consumers exaggerate in online reviews? Moral disengagement and dark personality traits
Diffusion of digital media has led to extensive reliance on online reviews for purchase
decisions. However, consumers may routinely exaggerate about their own consumption …
decisions. However, consumers may routinely exaggerate about their own consumption …
Suspicion of online product reviews as fake: Cues and consequences
LJ Harrison-Walker, Y Jiang - Journal of Business Research, 2023 - Elsevier
Consumers rely on online reviews because they deem information from a third party to be
more credible than promotional communications. Unfortunately, not all online reviews are …
more credible than promotional communications. Unfortunately, not all online reviews are …
Information multidimensionality in online customer reviews
Online customer reviews, as customer experience sharing, contain multiple dimensions of
information that have rarely been systematically examined in prior research. Drawing from …
information that have rarely been systematically examined in prior research. Drawing from …
Motives for posting fake reviews: Evidence from a cross-cultural comparison
The main purpose of the present study is to address the existing research gaps by
examining the motives of customers for writing online fake reviews for cosmetic products …
examining the motives of customers for writing online fake reviews for cosmetic products …
Detecting fake reviews through topic modelling
Against the uncertainty caused by the information overload in the online world, consumers
can benefit greatly by reading online product reviews before making their online purchases …
can benefit greatly by reading online product reviews before making their online purchases …