• DocumentCode
    705537
  • Title

    Keynote Talk I

  • Author

    Hanmin Jung

  • Author_Institution
    Korea Inst. of Sci. & Technol. Inf. (KISTI), South Korea
  • fYear
    2015
  • fDate
    24-27 March 2015
  • Abstract
    Explosively increased Big Data and very fast technical evolutions require an entirely new analytics that is able to precisely analyze researchers´ activities until now and to provide research directions from now on. Prescriptive analytics shows fundamental difference with descriptive/predictive analytics in that it should provide multiple strategies to achieve a given research direction. Complex event processing also shows a new way to read implicit intentions from many kinds of activities such as publishing article, travelling on business, and attending conference. Thus, this talk shows a case study by explaining requirements and factors for implementing a personalized research service with InSciTe Advisory, as a data-intensive intelligent service, for helping to find plausible research directions. This talk also covers data gathering, information extraction from entities to simple events, reasoning, and Hadoop ecosystem.
  • Keywords
    Big Data; data handling; inference mechanisms; parallel processing; research and development; Big Data; Hadoop ecosystem; InSciTe Advisory; complex event processing; data gathering; data-intensive intelligent service; descriptive analytics; implicit intentions; information extraction; personalized research service; predictive analytics; prescriptive analytics; reasoning system; research directions; researcher activity analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications (AINA), 2015 IEEE 29th International Conference on
  • Conference_Location
    Gwangiu
  • ISSN
    1550-445X
  • Print_ISBN
    978-1-4799-7904-2
  • Type

    conf

  • DOI
    10.1109/AINA.2015.156
  • Filename
    7097941