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%