Table 6 Comparison with other sentiment analysis tools
From: A novel adaptable approach for sentiment analysis on big social data
The proposed approach | Rapidminer | IBM Watson | Meaning cloud | StreamCrab | |
|---|---|---|---|---|---|
Automatically constructed dictionary | Yes | No | No | No | No |
Context-based dictionary | Yes | No/customizable | No/customizable | No | No |
Classification degree | (Highly, moderately, lightly) positive, negative and neutral | Positive, negative and neutral/customizable | Positive, negative and neutral | Positive, negative and neutral | Positive and negative |
Intensifier | Yes | No | No | No | No |
Big data tools | Yes | No (integrable with Hadoop) | Yes | No | No |
Visualization | No | Yes | Yes | Yes | Yes (limited) |