A Method of Micro-Blog Sentiment Analysis Based on PAD Model
| Autor: | Hai Tao Cao, Ming Chu Li, Bin Feng, Dong Jiao |
|---|---|
| Rok vydání: | 2013 |
| Předmět: |
business.industry
Orientation (computer vision) Microblogging Computer science Speech recognition Sentiment analysis General Engineering computer.software_genre Affect (psychology) Expression (mathematics) Social media Artificial intelligence business Set (psychology) computer Natural language processing |
| Zdroj: | Advanced Materials Research. 659:186-190 |
| ISSN: | 1662-8985 |
| DOI: | 10.4028/www.scientific.net/amr.659.186 |
| Popis: | This paper presents a new method of micro-blog sentiment analysis, introducing quantifiable PAD emotion model applied to the emotion analysis of the Chinese micro-blog, to get more detailed classifications, and to their quantitative description micro-blog expression of emotion. Using affective analysis wording set of HowNet, we built the PAD emotion dictionary, calculated the emotional orientation of micro-blog based on it. The experiments show that analysis of the micro-blog emotion using the PAD emotion model can get practical accuracy. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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