NDLI: Educational data classification using selective Naïve Bayes for quota categorization

Content Provider	IEEE Xplore Digital Library
Author	Dangi, Abhilasha Srivastava, Sumit
Copyright Year	2014
Description	Author affiliation: Deptt. Of Computer Engineering, Mewar University, Chittorgarh, Rajasthan (Dangi, Abhilasha) \|\| Department of Computer Engineering Manipal University Jaipur District Bagaru, Jaipur, Rajasthan (Srivastava, Sumit)
Abstract	Education data classification is a growing interest in the research of data mining. Correctly identifying the education data into particular category is still presenting challenge because of large and vast amount of features in the dataset. In regards to the existing classifying approaches, Naïve Bayes is potentially good at serving as a classification model due to its simplicity and accuracy. Naive Bayes is one of the most efficient and effective algorithms for data mining. The aim of this paper is to highlight the performance of employing Naïve Bayes in education data classification. The data extracted could be used to Find Meaningful Pattern for the students on the real time problem scenario application to be monitored at college level. Also the model can be used for the future planning of student selection criteria at college level.
Starting Page	118
Ending Page	121
File Size	102035
Page Count	4
File Format	PDF
ISBN	9781479968763
DOI	10.1109/MITE.2014.7020253
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-12-19
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Phase change materials Algorithm design and analysis Education data Classification Educational institutions Data Mining Data models Classification algorithms Data mining Naïve Bayes Classifier
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Efficient and scalable multi-class classification using naïve Bayes tree

Research and Implement of Chinese Text Classifier Based on Naïve Bayes Method

An empirical analysis of classification techniques for predicting academic performance

Application and research of multi_label Naïve Bayes Classifier

Predicting student placement class using data mining

Automatic Tamil Content Generation

Opinion based book recommendation using Naive Bayes classifier

Improved Comprehensive Measurement Feature Selection Method for Text Categorization

Health Care Decision Support System for Swine Flu Prediction Using Naïve Bayes Classifier

Educational data classification using selective Naïve Bayes for quota categorization

Similar Documents

Efficient and scalable multi-class classification using naïve Bayes tree

Research and Implement of Chinese Text Classifier Based on Naïve Bayes Method

An empirical analysis of classification techniques for predicting academic performance

Application and research of multi_label Naïve Bayes Classifier

Predicting student placement class using data mining

Automatic Tamil Content Generation

Opinion based book recommendation using Naive Bayes classifier

Improved Comprehensive Measurement Feature Selection Method for Text Categorization

Health Care Decision Support System for Swine Flu Prediction Using Naïve Bayes Classifier

Educational data classification using selective Naïve Bayes for quota categorization