Inferring Student's Chat Topic in Colloquial Arabic Text using Semantic Representation
نویسندگان
چکیده
منابع مشابه
Arabic Text Representation using Rich Semantic Graph: A Case Study
Representing Arabic Text semantically using Rich Semantic Graph (RSG) is one of the recent techniques that facilitate the process of manipulating the Arabic Language in Natural Language Processing (NLP) field. The work presented in this paper is a part of an ongoing research to create an abstractive summary for a single input document in Arabic Language. The abstractive summary is generated thr...
متن کاملChat mining: Automatically determination of chat conversations' topic in Turkish text based chat mediums
Mostly, the conversations taking place in chat mediums bear important information concerning the speakers. This information can vary in many fields such as tendencies, habits, attitudes, guilt situations, and intentions of the speakers. Therefore, analysis and processing of these conversations are of much importance. Many social and semantic inferences can be made from these conversations. In d...
متن کاملTransforming Standard Arabic to Colloquial Arabic
We present a method for generating Colloquial Egyptian Arabic (CEA) from morphologically disambiguated Modern Standard Arabic (MSA). When used in POS tagging, this process improves the accuracy from 73.24% to 86.84% on unseen CEA text, and reduces the percentage of out-ofvocabulary words from 28.98% to 16.66%. The process holds promise for any NLP task targeting the dialectal varieties of Arabi...
متن کاملInferring Gender from Colloquial English Text: A Machine Learning Approach Using Facebook Posts
Inferring author attributes from text (formal and informal) has been attempted numerous times in the literature. In this project we apply machine learning techniques to gender-inference using Facebook post data. In tackling this project we recognize that none of the numerous online social networking sites provide mechanisms to participants for detecting gender identity fraud. We believe that a ...
متن کاملTopic Modeling and Classification of Cyberspace Papers Using Text Mining
The global cyberspace networks provide individuals with platforms to can interact, exchange ideas, share information, provide social support, conduct business, create artistic media, play games, engage in political discussions, and many more. The term cyberspace has become a conventional means to describe anything associated with the Internet and the diverse Internet culture. In fact, cyberspac...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Electrical and Computer Engineering (IJECE)
سال: 2016
ISSN: 2088-8708,2088-8708
DOI: 10.11591/ijece.v6i4.pp1897-1906