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
Link To Document :
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