Scientific Programming

Research Article

An Intelligent Data Analysis for Recommendation Systems Using Machine Learning

Table 2

Deviation of different approaches.
SourceMultitype feedbackRatingsReviewsVotesVideo viewsPolarity scoresTf-IdfFuzzy logicMulti data sources
[4]✓✓✓✕✕✕✕✕✓
[6]✕✓✕✕✕✕✕✕✕
[16]✕✕✓✕✕✕✕✕✕
[17]✓✓✓✕✕✓✕✕✕
[18]✕✕✕✕✕✕✕✓✕
[19]✕✓✕✕✕✕✕✕✕
Proposed approach✓✓✓✓✓✓✓✓✓