• DocumentCode
    652409
  • Title

    Enriched Dashboard: An Integration and Visualization Tool for Distributed NLP Systems on Heterogeneous Platforms

  • Author

    Kumar, Pranaw ; Ahmad, Rabiah ; Chaudhary, B.D. ; Sinha, Mukul K.

  • Author_Institution
    Expert Software Consultants Ltd., New Delhi, India
  • fYear
    2013
  • fDate
    24-27 June 2013
  • Firstpage
    105
  • Lastpage
    114
  • Abstract
    Dashboard is an integration, validation, and visualization tool for Natural Language Processing (NLP) applications. It provides infrastructural facilities using which individual NLP modules may be evaluated and refined, and multiple NLP modules may be combined to build a large end-user NLP system. It helps the system integration team to integrate and validate the NLP system. The tool provides a visualization interface that helps the developers to profile (time and memory) each module. It helps researchers to evaluate and compare their module with the earlier versions of same module. The tool promotes reuse of existing NLP modules. Enriched Dashboard supports execution of modules on heterogeneous platforms. It supports execution of modules that are distributed i.e., located on different machines. It has a powerful notation to define the runtime properties of the NLP modules. It provides an easy-to-use graphical interface that is developed using Eclipse RCP. The user can choose a perspective (view) that allows him to perform his task better. Additionally, Eclipse RCP provides a plugin architecture, hence additional end-user functionalities can be easily added to the tool.
  • Keywords
    distributed processing; natural language processing; Eclipse RCP; distributed NLP systems; easy-to-use graphical interface; enriched dashboard; heterogeneous platforms; large end-user NLP system; multiple NLP modules; natural language processing applications; visualization interface; Accuracy; Computer architecture; Computer languages; Natural language processing; Runtime; Software; Visualization; Dashboard; Distributed NLP Tool; Integration and Testing; Validation; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Its Applications (ICCSA), 2013 13th International Conference on
  • Conference_Location
    Ho Chi Minh City
  • Type

    conf

  • DOI
    10.1109/ICCSA.2013.24
  • Filename
    6681106