Research Article

Fake Review Identification Methods Based on Multidimensional Feature Engineering

Table 1

The relationship of feature and review category.

ClassificationFeature itemDescription

Non-opinion reviewsThe length of reviews
The relativity of review content and products
The repetition ratio of words
Whether the reviews include the opinion sentences

Untruthful reviewsThe length of reviews
Similarity of the review content
Customers posting the maximum number of reviews in a day