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- W2966969829 abstract "Twitter has provided a convenient platform to express feelings and opinions in different areas. Opinion mining in Twitter can be considered as studying the overall sentiment of a tweet. There are two general categories of sentiment analysis methods in the Persian language, linked-base methods and, content-based methods. In this study, we implement a new link-based method for improving opinion classification in the Persian language. To compare with the content-based method, we implement a content-based method using Naive Bayes Method with two different weighting Methods: TF/IDF and Chi-Square. The TF/IDF method has good results in previous Persian language studies. The Chi-Square method has not been used in the Persian language researches, but the accuracy is fairly good in English. The results show that the improvement in the language-independent methods is remarkable and is in accordance with this research, the precision of the proposed algorithm for positive and negative comments was 98.87% and 97.87%, and the recall value for positive and negative comments was 99.24% and 96.84% respectively. The results also show that because of complexities in Persian syntax and lack of proper natural language processing tools in Persian, content-based algorithms operate poorly compared to English." @default.
- W2966969829 created "2019-08-22" @default.
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- W2966969829 date "2018-12-01" @default.
- W2966969829 modified "2023-09-23" @default.
- W2966969829 title "Comparative Analysis of Link-based and Content-based Methods for Opinion Mining in Persian language" @default.
- W2966969829 doi "https://doi.org/10.22133/ijwr.2018.91423" @default.
- W2966969829 hasPublicationYear "2018" @default.
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