Sentence examples for features reviewer from inspiring English sources

He extracted 26 features for use in his experiments by combining review content (text) features, reviewer features, and hotel information features.

This article examines elements of the peer review process to see whether the features reviewers are asked to evaluate can be distinguished as relevant to either the scientific content or the writing.

The Anti-Jacobin Review published a regular feature, "The Reviewers Reviewed", which analyzed the "Jacobin" reviews for politically unacceptable statements and images.

In an apparent attempt to add features that reviewer's applauded in Google+, Facebook made changes that weren't self explanatory.

This additional set of social behavioral features about reviewers is used to improve the classification result on real-life opinion spam data.

By focusing on detecting spammer groups which target specific products, Mukherjee et al. [29] focus on frequent pattern mining and features of reviewers as individuals and as part of a group to calculate spam indicators and based on that detect spam.

Jindal et al. [21] found that adding additional features (both review centric and reviewer centric) to text features improved performance.

Note that these 2 classifiers are only used to add instances to the labeled data and the final classifier is trained using all available features, both review centric and reviewer centric.

Various combinations of features engineered from reviewer profile characteristics and behavioral patterns have been studied, including work by Jindal et al. [20], Jindal et al. [21], Li et al. [9], Fei et al. [22], Mayzlin et al. [27] and Mukherjee et al. [23].

The following subsections discuss and provide examples of some review centric and reviewer centric features.

Extracting review specific and reviewer specific features [23] such as content similarity, sentiment analysis, rating deviation and brand deviation is a more robust way to identify fake reviews.