Research Article
Fuzzy Aspect Based Opinion Classification System for Mining Tourist Reviews
Table 5
Comparison with other aspects extraction methods.
| Paper | Dataset | Method | Results |
| Seki et al., 2009 [11] | Review: 1200 | Naïve Bayes, SVM | 85% | Xueke et al., 2013 [27] | Reviews: 3214 | Support Vector Machine | 83.9% | de Albornoz et al., 2011 [17] | Reviews: 1500 | Logistic | 71.7% | Pontiki et al., 2015 [29] | Reviews: 320 | Maximum entropy | 78.69% | Proposed method (restaurants dataset) | Reviews: 2000 | FURIA | 90.12% | Proposed method (hotels dataset) | Reviews: 4000 | FLR | 86.02% |
|
|