• A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models 

      Baly, Ramy; Badaro, Gilbert; El-Khoury, Georges; Moukalled, Rawan; Aoun, Rita; ... more authors ( Association for Computational Linguistics (ACL) , 2017 , Conference Paper)
      Opinion mining in Arabic is a challenging task given the rich morphology of the language. The task becomes more challenging when it is applied to Twitter data, which contains additional sources of noise, such as the use ...
    • A light lexicon-based mobile application for sentiment mining of arabic tweets 

      Badaro, Gilbert; Baly, Ramy; Akel, Rana; Fayad, Linda; Khairallah, Jeffrey; ... more authors ( Association for Computational Linguistics (ACL) , 2015 , Conference Paper)
      Most advanced mobile applications require server-based and communication. This often causes additional energy consumption on the already energy-limited mobile devices. In this work, we provide to address these limitations ...
    • A review on challenging issues in Arabic sentiment analysis 

      Hamdi, Ali; Shaban, Khaled; Zainal, Anazida ( Science Publications , 2016 , Article Review)
      Understanding what people think about an idea or how they evaluate a product, a service or a policy is important for individuals, companies and governments. Sentiment analysis is the process of automatically identifying ...
    • Customer reviews analysis based on information extraction approaches 

      Zhang, Haiqing; Sekhari, Aicha; Fourli-Kartsouni, Florendia; Ouzrout, Yacine; Bouras, Abdelaziz ( Springer New York LLC , 2016 , Conference Paper)
      The existing information extraction approaches are generally analyzed and then categorized into several groups based on the superiority and the intelligence of the approaches as well as their capability to solve complex ...
    • Identifying opinion mining elements based on dependency relations and fuzzy logic 

      Bouras, Abdelaziz; Zhang, Haiqing; Sekhari, Aicha; Ouzrout, Yacine ( CSREA Press , 2019 , Conference Paper)
      Opinion mining mainly involves three elements: feature and feature-of relations, opinion expressions and the related opinion attributes (e.g. Polarity), and feature-opinion relations. Although many works are emerged to ...
    • Jointly identifying opinion mining elements and fuzzy measurement of opinion intensity to analyze product features 

      Zhang, Haiqing; Sekhari, Aicha; Ouzrout, Yacine; Bouras, Abdelaziz ( Elsevier Ltd , 2016 , Article)
      Opinion mining mainly involves three elements: feature and feature-of relations, opinion expressions and the related opinion attributes (e.g. Polarity), and feature-opinion relations. Although many works have emerged to ...
    • Sentiment analysis of islamic news data using hyper-concepts 

      Al-Kubaisi, Khalid; Hassaine, Abdelali; Jaoua, Ali ( American Scientific Publishers , 2017 , Article)
      Sentiment Analysis is the extraction of writers feeling from a written manuscript. It aims at predicting the sentiment of a particular text using automated means. There are two main ways to make predictions: (1) lexicon-based ...