• DocumentCode
    3078715
  • Title

    A framework for text summarization in mobile web browsers

  • Author

    Bose, Joy ; Puthenveettil, Dipin Kollencheri ; Kasi, Sainath Gadhamsetty ; Bhide, Aditya Mohan

  • Author_Institution
    Web Solutions Group, Samsung R&D Inst., Bangalore, India
  • fYear
    2013
  • fDate
    26-28 Dec. 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In mobile devices, limited space and time for browsing contents of web pages is an important issue. Summarization solutions running on web browsers can help the user to view and access summarized content of web pages in real time. In this paper we propose a framework for summarizing text viewed through mobile web browsers. The framework consists of an application that runs as part the mobile browser and extracts raw text. The text is then preprocessed and input to the summarization algorithm. The algorithm can be implemented either on the device as part of the browser engine or on a remote cloud service. The cloud service uses appropriate techniques to summarize the text and returns the summarized content to the device, where it is then displayed. During summarization, an extraction algorithm is used that uses ontology and a weighing mechanism to determine suitability score for each sentence. The sentences with the highest suitability scores are selected for inclusion in the summary as per the compression required. We describe a number of user interface elements in the mobile web browser to trigger the summarization and display the results, and compare the performance of publicly available summarization services.
  • Keywords
    cloud computing; mobile computing; online front-ends; ontologies (artificial intelligence); text analysis; browser engine; extraction algorithm; mobile Web browsers; ontology; raw text extraction; remote cloud service; suitability score determination; summarization algorithm; text summarization; user interface elements; weighing mechanism; Browsers; Context; Encyclopedias; Engines; Mobile communication; Servers; Web pages; cloud service; mobile browser; summarization engine; summarization manager; text summarization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Computing Research (ICCIC), 2013 IEEE International Conference on
  • Conference_Location
    Enathi
  • Print_ISBN
    978-1-4799-1594-1
  • Type

    conf

  • DOI
    10.1109/ICCIC.2013.6724210
  • Filename
    6724210