We propose a hierarchical neural network model for language variety identification that integrates information from a social network. Recently, language variety identification has enjoyed heightened popularity as an advanced task of language identification. The proposed model uses additional texts from a social network to improve language variety identification from two perspectives. First, the...

Ontology is the basis of sharing and reusing knowledge on the semantic web. The fuzzy ontology is an extension of the domain ontology for solving the uncertainty problems. Although many earlier methods tried to create a fuzzy ontology and applied it to documents summarization, none of the previous methods have discussed Arabic document summarization using FA fuzzy ontology which could benefit f...

Internet communication plays a considerable part in economic, financial and even politic domains. It is greatly influencing the politic revolution of many Arabic countries. That allows Internet communication to take more and more scale especially in an Arabic context. In this case, we notice that Internet communication is based on textual interchange using Arabic dialects more than Arabic langu...

the current research is based on comprehensive studies in the field of arabic dictionaries compilations as well as experiences of authors in imparting the arabic language education in iran for years. as any language learning requires a dictionary, and since researchers in the area of second language teaching always suggest using monolingual dictionaries, it seems necessary to discuss the merits...

each nation has something to proud and glory it, and this is the manner of arabs who proud about their language and good style, and they maintained on their language because they sent their sons into al badaiy desert’ to keep their arabic language, even with we have found in their language some  arabic and  loan words and from here it was our subject for investigating loan words in the book of ...

This paper reports the results of the first phase of a research work for building a high performance, speaker-independent natural Arabic speech recognition system. This work aims at developing an Arabic broadcast news transcription system and a base system for further research. Several concurrent recent advances in Arabic language processing were crucial for the success of this stage, e.g autom...