A Study on Learning Factor Analysis – An Educational Data Mining Technique for Student Knowledge Modeling
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 6
Abstract
Abstract: The increase in dissemination of interactive e-learning environments has allowed the collection of large repositories of data. The new emerging field, Educational Data Mining (EDM) concerns with developing methods to discover knowledge from data collected from e-learning and educational environments. EDM can be applied in modeling user knowledge, user behavior and user experience in e-learning platforms. This paper explains how Learning Factor Analysis (LFA), a data mining method is used for evaluating cognitive model and analyzing student-tutor log data for knowledge modeling. Also illustrates how learning curves can be used for visualizing the performance of the students
Authors and Affiliations
S. Lakshmi Prabha , Dr. A. R. Mohamed Shanavas
Keywords
Related Articles
- EP ID EP95738
- DOI -
- Views 106
- Downloads 0
Auditing Services in Cloud Computing For Achieving Data Access Control
Cloud computing has a great tendancy of providing robust computational power to the society at reduced cost. The wide adoption of this promising computation model is prevented by security which is the primary...
A Novel Methodology of Fuzzy Logic Controller for ADynamically Interconnected Electric Power System
Abstract: This paper presents a novel methodology for designing a fuzzy controller for a dynamicallyinterconnected electric power system. One controller with constant gains for different operating points may notbe...
Maximizing Wireless Sensor Networks Life Time through Sink Mobility
Abstract: The main objective of this paper is to optimise wireless sensor network life time by moving the sink to a finite number of locations. If any node is having energy less than minimum, that node is not considered...
Comparative Analysis of Computational Intelligence Paradigms in WSN: Review
Abstract: Computational Intelligence is the study of the design of intelligent agents. An agent is something that react according to an environment—it does something. Agents includes worms, dogs, thermostats, airplanes,...
Data Protection Based On Dynamic Encryption for Secure Cloud Computing
Cloud Computing is the long dreamed vision of computing as a utility, where users can remotely store their data into the cloud so as to enjoy the on-demand high quality applications and services from a shared poo...