Name
Title | ||
|---|---|---|
Prediction and modelling online reviews helpfulness using 1D Convolutional Neural Networks |
Abstract | ||
|---|---|---|
•Classification approach using an 1D Convolutional Neural Networks (CNNs).•Automatic data classification of helpful online reviews using cluster analysis.•Importance of content and context of the reviews in predicting helpfulness.•Neuronal encoding to identify different types of clusters for helpful and not helpful reviews. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.eswa.2022.116787 | Expert Systems with Applications |
Keywords | DocType | Volume |
Helpfulness,Online reviews,Convolutional Neural Networks,Classification | Journal | 198 |
ISSN | Citations | PageRank |
0957-4174 | 0 | 0.34 |
References | Authors | |
0 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| María Olmedilla | 1 | 0 | 0.34 |
| M. Rocío Martínez-Torres | 2 | 0 | 0.34 |
| Sergio L. Toral Marín | 3 | 167 | 18.81 |