Future University In Egypt (FUE)
Future University is one of most promising private universities in Egypt. Through excellence in teaching, research and service, Future University strives to provide a comprehensive, high-quality education that prepares our graduates to be future leaders.
mainLogo
Altagamoa Al Khames, Main centre of town, end of 90th Street
New Cairo
Egypt

Staff Researches

Hybrid Method for Modeling User Interests based on Social Network

  • Author Name :
    Mohamed Ismail Roushdy
  • CoAuthors :
    Marina Shafik,Rania Elgohary,Ibrahim Moawad
  • Source :
    Ninth IEEE International Conference on Intelligent Computing and Information Systems, ICICIS 2019
  • Research Date :
    12/2019
  • Abstract :
    The growing popularity of social networks and microblogging services has gradually increased the demand for personalized applications. The microblogging services such as Twitter has a powerful forum for users to share their personal interest and opinions. Mining and analyzing user's interests is a crucial factor in buying decisions and tracking the emotions of the public about their items, business, etc. Although, Twitter has a broad range of topics in real-time, it poses significant challenges because of the unstructured short text. In this paper, the best model for finding the user's topics of interest is being investigated by building the profile of individual users based on their tweets. A hybrid Topic-based model is proposed that combines both two unsupervised learning algorithms with sentiment consideration and user features. Thus, we show that the proposed hybrid model has a higher performance in the topic extraction of user's interests on Social Networks.
Download PDF

Follow us on

Visit the Faculty

ADS