Perceived usefulness of online customer reviews: A review mining approach using machine learning & exploratory data analysis

MG Majumder, SD Gupta, J Paul - Journal of Business Research, 2022 - Elsevier
Online customer reviews, considered as electronic word of mouth, have become very useful
in the era of e-commerce as they facilitate future purchase decisions. The present study …

The classification of online consumer reviews: A systematic literature review and integrative framework

L Zheng - Journal of Business Research, 2021 - Elsevier
The objective of this paper is to conduct a systematic review of the literature on online
consumer reviews (OCRs) in order to provide understanding of the multi-featured nature and …

[HTML][HTML] Transforming sentiment analysis in the financial domain with ChatGPT

G Fatouros, J Soldatos, K Kouroumali… - Machine Learning with …, 2023 - Elsevier
Financial sentiment analysis plays a crucial role in decoding market trends and guiding
strategic trading decisions. Despite the deployment of advanced deep learning techniques …

Birds of a feather don't fact-check each other: Partisanship and the evaluation of news in Twitter's Birdwatch crowdsourced fact-checking program

J Allen, C Martel, DG Rand - Proceedings of the 2022 CHI conference on …, 2022 - dl.acm.org
There is a great deal of interest in the role that partisanship, and cross-party animosity in
particular, plays in interactions on social media. Most prior research, however, must infer …

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 …

Impact of streamers' characteristics on sales performance of search and experience products: Evidence from Douyin

X Yang, Y Liu, J Dong, S Li - Journal of Retailing and Consumer Services, 2023 - Elsevier
Live streaming social commerce, a booming branch of online retailing, has enabled online
retailers to interact with customers face to face, defying spatial restrictions. Recent research …

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 …

Artificial intelligence for hospitality big data analytics: developing a prediction model of restaurant review helpfulness for customer decision-making

M Lee, W Kwon, KJ Back - International Journal of Contemporary …, 2021 - emerald.com
Purpose Big data analytics allows researchers and industry practitioners to extract hidden
patterns or discover new information and knowledge from big data. Although artificial …

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 …