NDLI: Investigation of Web-based teaching and learning by boosting algorithms

Content Provider	IEEE Xplore Digital Library
Author	Wei Zang Fuzong Lin
Copyright Year	2003
Description	Author affiliation: Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China (Wei Zang; Fuzong Lin)
Abstract	The analysis of teaching and learning in distance education is an active research topic in recent years. We propose a new method by introducing a machine learning algorithm called boosting to investigate this problem. The boosting algorithm can also be treated as a data mining method, trying to infer from a large amount of training data the essential factors and their relations which influence the students' academic successes. Based on the trained model it is possible to predict students' academic successes and assist them to adjust their learning behaviors. More importantly, these findings are of great importance to academic administrators and instructional developers to improve the teaching modes and online courseware design.
Sponsorship	New Jersey Inst. of Technol. Jersy Comm. on Higher Educ. sponsored by NJ I-TOWER program at NJIT IEEE North Jersy Section IEEE COMSOC North Jersey Chapter
Starting Page	445
Ending Page	449
File Size	400054
Page Count	5
File Format	PDF
ISBN	0780377249
DOI	10.1109/ITRE.2003.1270655
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-08-11
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Education Boosting Distance learning Training data Educational technology Machine learning algorithms Data mining Laboratories Intelligent systems Computer science
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

The intelligent assessment system in Web-based distance learning education

Set-Based Boosting for Instance-Level Transfer

HGR: a new rule induction algorithm based on extension matrices

Compensating Hypothesis by Negative Data

Research about the Application of Web Mining in Distance Education Platform

Research and Design of Web-Based Teaching Platform

Constructing Ensembles for Better Ranking

A synthetic intelligent system for Web information mining

Based on Xml of Web Mining in Dynamic Dividing Level Instruction System

Investigation of Web-based teaching and learning by boosting algorithms

Similar Documents

The intelligent assessment system in Web-based distance learning education

Set-Based Boosting for Instance-Level Transfer

HGR: a new rule induction algorithm based on extension matrices

Compensating Hypothesis by Negative Data

Research about the Application of Web Mining in Distance Education Platform

Research and Design of Web-Based Teaching Platform

Constructing Ensembles for Better Ranking

A synthetic intelligent system for Web information mining

Based on Xml of Web Mining in Dynamic Dividing Level Instruction System

Investigation of Web-based teaching and learning by boosting algorithms