Arabic language processing works on multiple levels; less often, these complementary levels synergize well with each other. Arabic Language Sentiment Analysis (ALSA) levels consist of phonetics, morphology, syntax, lexicology, semantics, and figurative nature. The analysis of opinions and feelings is of interest in English and Indo-European languages, with little emphasis in the Arabic language, which is a language full of rhetorical characteristics and implicit meanings that have positive and negative connotations and meanings across the six linguistic levels. This paper presents a comprehensive and full proposal of a strategy for ALSA. The ALSA framework analyzes the opinions and feelings at all levels of language, in addition to the importance of building an annotated corpus, which helps to understand an Arabic sentence from the level of phonetics to the rhetorical and metonymy levels.

阿拉伯语处理在多个层面上起作用；这些互补水平很少会相互很好地协同作用。阿拉伯语言情感分析（ALSA）级别包括语音，词法，语法，词法，语义和比喻性质。英语和印欧语系对观点和情感的分析颇受关注，而阿拉伯语则很少强调，阿拉伯语是一种具有修辞特征和隐含含义的语言，在六个语言水平上都有正负的含义和含义。本文提出了ALSA战略的全面而全面的建议。除了建立具注释的语料库的重要性外，ALSA框架还分析了所有语言级别的意见和感受，