Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
User Modeling and User-Adapted Interaction
A Framework for Intelligent Knowledge Sequencing and Task Sequencing
ITS '92 Proceedings of the Second International Conference on Intelligent Tutoring Systems
ELM-ART: An Intelligent Tutoring System on World Wide Web
ITS '96 Proceedings of the Third International Conference on Intelligent Tutoring Systems
Multiple Ant-Colony Optimization for Network Routing
CW '02 Proceedings of the First International Symposium on Cyber Worlds (CW'02)
Building a Recommender Agent for e-Learning Systems
ICCE '02 Proceedings of the International Conference on Computers in Education
Personalization in distributed e-learning environments
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Genetic Algorithm and the Problem of Getting Knowledge in e-Learning Systems
ICALT '04 Proceedings of the IEEE International Conference on Advanced Learning Technologies
Self Organising Wayfinding Support for Lifelong Learners
Education and Information Technologies
Experimenting with a real-size man-hill to optimize pedagogical paths
Proceedings of the 2005 ACM symposium on Applied computing
Computational Intelligence: Concepts to Implementations
Computational Intelligence: Concepts to Implementations
Expert Systems with Applications: An International Journal
Zcs: A zeroth level classifier system
Evolutionary Computation
Classifier fitness based on accuracy
Evolutionary Computation
Competency-Based Learning Object Sequencing Using Particle Swarms
ICTAI '07 Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence - Volume 02
Using a style-based ant colony system for adaptive learning
Expert Systems with Applications: An International Journal
An enhanced genetic approach to optimizing auto-reply accuracy of an e-learning system
Computers & Education
Intelligent web-based learning system with personalized learning path guidance
Computers & Education
Swarm intelligence in e-learning: a learning object sequencing agent based on competencies
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Implement Individual Web-Based Learning Environment
DEXA '08 Proceedings of the 2008 19th International Conference on Database and Expert Systems Application
An attribute-based ant colony system for adaptive learning object recommendation
Expert Systems with Applications: An International Journal
Competency-Based Intelligent Curriculum Sequencing: Comparing Two Evolutionary Approaches
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Expert Systems with Applications: An International Journal
Implement web learning environment based on data mining
Knowledge-Based Systems
Adaptative Instructional Planning Using Workflow and Genetic Algorithms
ICIS '09 Proceedings of the 2009 Eigth IEEE/ACIS International Conference on Computer and Information Science
A new sequencing method in web-based education
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Personalized curriculum sequencing utilizing modified item response theory for web-based instruction
Expert Systems with Applications: An International Journal
PC2PSO: personalized e-course composition based on Particle Swarm Optimization
Applied Intelligence
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
Neural Computing and Applications - Special Issue on WCCI2008
Ant colony system: a cooperative learning approach to the traveling salesman problem
IEEE Transactions on Evolutionary Computation
Ants can solve constraint satisfaction problems
IEEE Transactions on Evolutionary Computation
Computers in Human Behavior
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Within the field of e-Learning, a learning path represents a match between a learner profile and his preferences from one side, and the learning content presentation and the pedagogical requirements from the other side. The Curriculum Sequencing problem (CS) concerns the dynamic generation of a personal optimal learning path for a learner. This problem has gained an increased research interest in the last decade, as it is not possible to have a single learning path that suits every learner in the widely heterogeneous e-Learning environment. Since this problem is NP-hard, heuristics and meta-heuristics are usually used to approximate its solutions, in particular Evolutionary Computation approaches (EC). In this paper, a review of recent developments in the application of EC approaches to the CS problem is presented. A classification of these approaches is provided with emphasis on the tools necessary for facilitating learning content reusability and automated sequencing.