Students’ Performance Prediction in Higher Education Using Multi-Agent Framework-Based Distributed Data Mining Approach: A Review

QR Code

Students’ Performance Prediction in Higher Education Using Multi-Agent Framework-Based Distributed Data Mining Approach: A Review

An effective educational program warrants the inclusion of an innovative construction that enhances the higher education efficacy in such a way that accelerates the achievement of desired results and reduces the risk of failures. Educational decision support system has currently been a hot topic in...

Full description

Bibliographic Details
Main Authors:	Nazir, M., Noraziah, A., Rahmah, Mokhtar
Format:	Article
Language:	English
Published:	IGI Global 2023
Subjects:	QA Mathematics QA75 Electronic computers. Computer science QA76 Computer software
Online Access:	https://umpir.ump.edu.my/id/eprint/38541/ http://dx.doi.org/10.4018/IJVPLE.328772

Similar Items

Integrating Psychology Approach into Course Advisory System Framework for Higher Education Institution
by: Ain Nadhira, Mohd Taib, et al.
Published: (2021)

A multi-analytical approach to predict the determinants of cloud computing adoption in higher education institutions
by: Qasem, Yousef A. M., et al.
Published: (2020)

A case study in knowledge acquisition for logistic cargo distribution data mining framework
by: Puteri Nohuddin,, et al.
Published: (2018)

Stock Market Prediction with Big Data Through Hybridization of Data Mining and Optimized Neural Network Techniques
by: Das, Debashish, et al.
Published: (2017)

The development of a parallel multi agent system for association rule mining
by: Ahmad, Abd. Manan, et al.
Published: (2003)

ADMI: A Multi-Agent Architecture To Autonomously Generate Data Mining Servrces.
by: Hassan Zaid, Syed Zahid, et al.
Published: (2004)

Mining significant association rules from educational data using critical relative support approach
by: Zailani, Abdullah, et al.
Published: (2011)

Using Data Mining Technology In Higher Education System
by: Delavari, Naeimeh
Published: (2007)

Predictive data mining based on similarity and clustering methods.
by: Defit, Sarjon, et al.
Published: (2000)

Transforming education with deep learning: A systematic review on predicting student performance and critical challenges
by: Nazir, M., et al.
Published: (2025)

Examining the potential of machine learning for predicting academic achievement: A systematic review
by: Nazir, M., et al.
Published: (2023)

Data Analysis and Rating Prediction on Google Play Store Using Data-Mining Techniques
by: Kayalvily, Tabianan, et al.
Published: (2022)

Cancer Prediction Based On Data Mining Using Decision Tree Algorithm
by: Loh, Kin Ming
Published: (2022)

Data Mining for Education Decision Support: A Review
by: Suhirman, Suhirman, et al.
Published: (2014)

A web deployed multi-agent based approach for student-lecturer appointment scheduling in institutions of higher learning
by: Anthony Jr, Bokolo, et al.
Published: (2019)

Predictive fuzzy reasoning method for time series stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2005)

Comparative Accuracy of Data Mining Models for Predicting Extreme Weather Events in West Sumatra
by: Desindra Deddy, Kurniawan, et al.
Published: (2024)

Hybrid multi-agents and case based reasoning for aiding green practice in institutions of higher learning
by: Anthony, Bokolo Jnr., et al.
Published: (2019)

An Efficient Data Structure for General Tree-Like Framework in Mining Sequential Patterns Using MEMISP
by: Saputra, Dhany, et al.
Published: (2007)

Multi-agent classifier system based on heterogeneous classifier
by: Nur Afiqah, Mohd Dali
Published: (2018)

Pattern-oriented design approach for developing multi-agent systems
by: Mohamad, Radziah
Published: (2007)

Constraint relaxation to reduce brittleness of distributed agent protocols
by: Hassan, M.F., et al.
Published: (2004)

Agent based Monitoring Framework for SOA Applications Quality
by: Balfagih, Z., et al.
Published: (2010)

Data mining techniques for effective detection of distributed denial-of-service attacks
by: Lee, Yuen Hui
Published: (2024)

Component model for agent pattern-oriented design (AgentPOD) framework
by: Ismail, Maizatul Akmam
Published: (2010)

Coordinated Constraint Relaxation Using a Distributed Agent Protocol
by: Hassan, M.F.
Published: (2007)

Intuitive Content Management System to Preferences Template Throughout Data Collection by using Data Mining Classification of Prediction Method
by: Chan, Chung Hoong, et al.
Published: (2016)

A survey on potential reactive fault tolerance approach for distributed systems in big data
by: Noraziah, Ahmad, et al.
Published: (2023)

Intelligent mining multi dimensional association rules from large inconsistent databases.
by: Defit, Sarjon, et al.
Published: (2003)

A survey of statistical approaches for query expansion
by: Raza, Muhammad Ahsan, et al.
Published: (2018)

Technical approach in text mining for stock market prediction: a systematic review
by: Islam, Mohammad Rabiul, et al.
Published: (2018)

Predicting Stock Prices Using Data Mining Technique
by: Thuy, Nguyen Thi Thu, et al.
Published: (2023)

Rubric for Assessing ICT Vision, Plan, Policies and Standards in Malaysian Higher Education
by: Abdul Rahman, Azizah, et al.
Published: (2006)

Mining least relational patterns from multi relational tables
by: Selamat, Siti Hairulnita, et al.
Published: (2005)

Study and Implementation of Data Mining in Urban Gardening
by: Mohana, Muniandy, et al.
Published: (2019)

Medical diagnosis using data mining techniques / Shaiful Nizam Zamri
by: Shaiful Nizam , Zamri
Published: (2003)

A Study On Data Mining Technology And Implementing Of A Data Mining Application For Sales Predictive Analysis
by: Koh, Sze Kiat
Published: (2005)

A big data prediction framework for weather forecast using MapReduce algorithm
by: Khalid, Adam, et al.
Published: (2017)

Data Mining and Warehousing Approaches on School Smart System: A Conceptual Framework
by: Janson Luke Ong Wai, Kit, et al.
Published: (2008)

Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm
by: Khalid Adam, Ismail Hammad, et al.
Published: (2016)