We propose the use of fine-grained part-of-speech (POS) tags as discriminatory attributes for automatic genre classification and report empirical results from an experiment that indicate substantial accuracy gain by such features over the conventional bag-of-words approach through word unigrams. In particular, this paper reports our research to investigate the performance of a fine-grained tag ...

grammatic's miracle of the qur'an as a new topic has been studied in this paper. this miracle means that there are the words and phrases in the quran having two or more grammatic states in point of viow of scholars in arabic literature. so that, firstly, all the aspects of sense are accepted and seem reasonable and acceptable and secondly, in light of these states, different meanings ...

Besides the content the writing style is an important discriminator in information filtering tasks. Ideally, the solution of a filtering task employs a text representation that models both kinds of characteristics. In this respect word stems are clearly content capturing, whereas word suffixes qualify as writing style indicators. Though the latter feature type is used for part of speech tagging...

BACKGROUND: Reading can be described as a complex cognitive process of decrypting signs to create meaning. Eventually, it is way language achievement, communication, and sharing information ideas. Changing lighting color are known improve visual comfort the perceptual difficulties that affect reading for those with poor vision. AIM: The main objectives current study were investigate effect chan...

occasionally, explaining certain lingual phenomena can be very difficult and complex. for example, one may ask why there are certain types of words or combination of words or why a language contains grammatical, conjugation and syntax structure. all these questions are connected to a long term process of the growth and development of language. everybody uses words without thinking, or rather a ...