We introduce a new language independent text categorization technique based on byte-level n-gram profiles, an n-gram weighting factors scheme, and a simple algorithm for comparing profiles. The technique does not require any morphological analysis of texts, any preprocessing steps, or any prior information about document content or language. We apply it to the text categorization problem in two...

In the last few years, computing environments for human learning have rapidly evolved due to the development of information and communication technologies. However, the use of information technology in automatic correction of spelling errors has become increasingly essential. In this context, we have developed a system for correcting spelling errors in the Arabic language based on language mode...

Tunisian Arabic is a dialect of the Arabic language spoken in Tunisia. Tunisian Arabic is an under-resourced language. It has neither a standard orthography nor large collections of written text and dictionaries. Actually, there is no strict separation between Modern Standard Arabic, the official language of the government, media and education, and Tunisian Arabic; the two exist on a continuum ...

Modern Standard Arabic (MSA) is the formal language in most Arabic countries. Arabic Dialects (AD) or daily language differs from MSA especially in social media communication. However, most Arabic social media texts have mixed forms and many variations especially between MSA and AD. This paper aims to bridge the gap between MSA and AD by providing a framework for the translation of texts of soc...

Muslims believe that the The Holy Quran is the message of God Almighty which has been transmitted to His messenger, Prophet Mohammad (PBUH), through revelation in the Arabic language. This Holy book has been translated into many languages, including English. Although the content of the The Holy Quran has been translated into the English language, few studies have been conducted to explore the b...

Muslims believe that the The Holy Quran is the message of God Almighty which has been transmitted to His messenger, Prophet Mohammad (PBUH), through revelation in the Arabic language. This Holy book has been translated into many languages, including English. Although the content of the The Holy Quran has been translated into the English language, few studies have been conducted to explore the b...

There are millions of people in the world speak many languages. To communicate with each other it is necessary to know the language which we use. To do this operation we use language identification system. In general, Automatic Speech Recognition for English and other languages has been the subject of most researches in the last forty years. Arabic language research has been growing very slowly...

arabic language has etperienced many threats from the very time of the advent of islam up to now. these threats are doubled in the modern time. among these threats we can refer to the we of colloquialism or writing in latin alphabets forwhich somer have reactrd positively. specially in chatting. the output of this process haslead to creation of a language called .the language of chat. microsaft...

Text processing is a vital step in the information retrieval process, text mining, and natural language processing. It includes several stages, such as normalization, stop word removal, and stemming. Stemming is the process of reducing the lexicon to its root. Due to the different structures and rules in languages, the task of stemming is language-dependent. This research introduces a new stemm...