Review helpfulness prediction on e-commerce websites: A comprehensive survey

S Saumya, PK Roy, JP Singh - Engineering Applications of Artificial …, 2023 - Elsevier
This comprehensive survey investigates methodologies and factors utilized for predicting
review helpfulness on e-commerce websites. Analyzing 132 research publications from the …

This product works well (for me): The impact of first-person singular pronouns on online review helpfulness

F Wang, S Karimi - Journal of Business Research, 2019 - Elsevier
Can linguistic choices of reviewers, such as using first-person singular pronouns (FPSP),
affect readers' perception of information helpfulness? When sharing their purchase and …

Predicting users' review helpfulness: the role of significant review and reviewer characteristics

MSI Malik - Soft Computing, 2020 - Springer
There are thousands of reviews constantly being posted for popular products on e-
commerce websites. The number of reviews is rapidly increasing which creates information …

Roles of review numerical and textual characteristics on review helpfulness across three different types of reviews

Y Zhou, S Yang - IEEE Access, 2019 - ieeexplore.ieee.org
Understanding what factors make a helpful online review is critical to increase sales and
drive revenue for online retailers. This paper examined the impacts of both reviews' …

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 …

What's vs. how's in online hotel reviews: Comparing information value of content and writing style with machine learning

S Shin, Q Du, Z **ang - … Technologies in Tourism 2019: Proceedings of …, 2019 - Springer
Writing style is an important rhetorical feature of textual information. However, its value has
not yet been well understood within the context of social media. This research compares two …

Predicting the helpfulness score of product reviews using an evidential score fusion method

F Fouladfar, MN Dehkordi, ME Basiri - IEEE Access, 2020 - ieeexplore.ieee.org
Everyday many online product sales websites and specialized reviewing forums publish a
massive volume of human-generated product reviews. People use these reviews as …

Employee satisfaction in online reviews

P Koncar, D Helic - … : 12th International Conference, SocInfo 2020, Pisa …, 2020 - Springer
Employee satisfaction impacts the efficiency of businesses as well as the lives of employees
spending substantial amounts of their time at work. As such, employee satisfaction attracts a …