The absence of voyellation in the Arabic texts is also a great source of ambiguity for morphological, syntactic and semantic analysis.
the Arabic language still lacks large-scale computing resources that are very useful for English as the WordNet [Miller, 1995], or a resource, such as, VerbOcean [Chklovski and Pantel, 2004].