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  • 标题:Arabic Sentiment Analysis: A Survey
  • 本地全文:下载
  • 作者:Adel Assiri ; Ahmed Emam ; Hmood Aldossari
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2015
  • 卷号:6
  • 期号:12
  • DOI:10.14569/IJACSA.2015.061211
  • 出版社:Science and Information Society (SAI)
  • 摘要:Most social media commentary in the Arabic language space is made using unstructured non-grammatical slang Arabic language, presenting complex challenges for sentiment analysis and opinion extraction of online commentary and micro blogging data in this important domain. This paper provides a comprehensive analysis of the important research works in the field of Arabic sentiment analysis. An in-depth qualitative analysis of the various features of the research works is carried out and a summary of objective findings is presented. We used smoothness analysis to evaluate the percentage error in the performance scores reported in the studies from their linearly-projected values (smoothness) which is an estimate of the influence of the different approaches used by the authors on the performance scores obtained. To solve a bounding issue with the data as it was reported, we modified existing logarithmic smoothing technique and applied it to pre-process the performance scores before the analysis. Our results from the analysis have been reported and interpreted for the various performance parameters: accuracy, precision, recall and F-score.
  • 关键词:thesai; IJACSA; thesai.org; journal; IJACSA papers; Arabic Sentiment Analysis; Qualitative Analysis; Quantitative Analysis; Smoothness Analysis
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