• DocumentCode
    1697416
  • Title

    Selecting the best open source tools for collecting and visualzing social media content

  • Author

    Al-Qurishi, Muhammad ; Al-Rakhami, Mabrook ; AlRubaian, Majed ; Alarifi, Abdullah ; Rahman, Sk Md Mizanur ; Alamri, Atif

  • Author_Institution
    Coll. of Comput. & Inf. Sci., King Saud Univ., Riyadh, Saudi Arabia
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Social media data and information become a real concern for many parties such as countries and organizations for analysis, strategies and decision making purposes. Selecting the best open source social media tool for collection and visualization data from social networks´ web is a big challenge. In this paper, we propose an integrated approach to select the most appropriate tools for collecting and visualizing information that are available on social media web. The proposed approach has two phases, namely, evaluation and selection. The current practice of evaluation process involves expert users opinions on the tool to rate it´s importance based on the users´ satisfaction which is measured on the efficiency of the tool for finding required results. The evaluation phase of the proposed technique combines the current practice with the weight of importance, where the later one has been calculated by applying statistical methods. The selection phase has designed based on the well-known PROMETHEE technique. The results have been showed as a ranking list of the selected libraries and frameworks/tools for both the data collection and data visualization.
  • Keywords
    data visualisation; social networking (online); statistical analysis; PROMETHEE technique; data collection; data visualization; evaluation phase; expert users opinions; open source tools; social media content; social networks; statistical methods; user satisfaction; Data collection; Data visualization; Libraries; Mathematical model; Media; Twitter; Crawling; Online Social Networks; Visualizing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Applications and Networking (WSWAN), 2015 2nd World Symposium on
  • Conference_Location
    Sousse
  • Print_ISBN
    978-1-4799-8171-7
  • Type

    conf

  • DOI
    10.1109/WSWAN.2015.7210346
  • Filename
    7210346