• DocumentCode
    151470
  • Title

    An effective way to achieve excellence in research based learning using association rules

  • Author

    Pradhan, Tribikram ; Mishra, Satya Ranjan ; Jain, Veerendra Kumar

  • Author_Institution
    Dept. Of Inf. & Commun. Technol. (ICT), Manipal Univ., Manipal, India
  • fYear
    2014
  • fDate
    5-6 Sept. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Now-a-days the storage of a huge amount of data is very easy due to use of modern technologies, but the useful information that remains inside that storage media is unknown to us. The data mining provides us different techniques and rules that can be used to analyze and extract unknown rules, hidden patterns and associations from the previously stored data. Data mining technology is well implemented in the field of marketing, finance but not so familiar in education field. In this paper we are applying Apriori algorithm to find the hidden interest of a student, while selecting a subject from a group of elective subjects, the system will suggest some elective subjects according to student´s interest, and the research paper related to that subjects or domain. The implemented Association rules and algorithms guide the students in an effective way to achieve excellence in their research based learning.
  • Keywords
    data mining; learning (artificial intelligence); Apriori algorithm; association rules; data mining technology; education field; finance; hidden patterns; marketing; research-based learning; storage media; Association rules; Databases; Educational institutions; Finance; Information technology; Apriori algorithm; Association rules; Data mining; confidence; support;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining and Intelligent Computing (ICDMIC), 2014 International Conference on
  • Conference_Location
    New Delhi
  • Print_ISBN
    978-1-4799-4675-4
  • Type

    conf

  • DOI
    10.1109/ICDMIC.2014.6954226
  • Filename
    6954226