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
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