Neural network learning and expert systems
Neural network learning and expert systems
The engineering of knowledge-based systems: theory and practice
The engineering of knowledge-based systems: theory and practice
Towards an intelligent knowledge based tutoring system for foreign language learning
Journal of Computing and Information Technology
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches
Foundations of Neuro-Fuzzy Systems
Foundations of Neuro-Fuzzy Systems
Hierarchical Representation and Evaluation of the Student in an Intelligent Tutoring System
ITS '02 Proceedings of the 6th 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
A Web-Based Intelligent Tutoring System Using Hybrid Rules as Its Representational Basis
ITS '02 Proceedings of the 6th International Conference on Intelligent Tutoring Systems
A conceptual map model for developing intelligent tutoring systems
Computers & Education
A tutoring strategy supporting system for distance learning on computer networks
IEEE Transactions on Education
Expert Systems with Applications: An International Journal
Personalized web-based tutoring system based on fuzzy item response theory
Expert Systems with Applications: An International Journal
SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for improved accessibility
ACM Transactions on Information Systems (TOIS)
Topic development pattern analysis-based adaptation of information spaces
The New Review of Hypermedia and Multimedia - Adaptive Hypermedia
Application of a hybrid case-based reasoning approach in electroplating industry
Expert Systems with Applications: An International Journal
Work in progress - creating expert systems in engineering education
FIE'09 Proceedings of the 39th IEEE international conference on Frontiers in education conference
Hybrid model for learner modelling and feedback prioritisation in exploratory learning
International Journal of Hybrid Intelligent Systems - CIMA-08
Expert Systems with Applications: An International Journal
International Journal of Advanced Intelligence Paradigms
A closer view of two technologies used in e-learning
Journal of Computing Sciences in Colleges
Cooperative shared learning objects in an intelligent web-based tutoring system environment
CDVE'05 Proceedings of the Second international conference on Cooperative Design, Visualization, and Engineering
Benchmarking data mining methods in CAT
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Intelligent Decision Technologies - Special issue on Multimedia/Multimodal Human-Computer Interaction in Knowledge-based Environments
Tractable POMDP representations for intelligent tutoring systems
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Hi-index | 12.06 |
In this paper, we present the architecture and describe the functionality of an Intelligent Tutoring System (ITS), which uses an expert system to make decisions during the teaching process. The expert system uses neurules for knowledge representation of the pedagogical knowledge. Neurules are a type of hybrid rules integrating symbolic rules with neurocomputing. The expert system consists of three components: the user modelling unit, the pedagogical unit and the inference system. The pedagogical knowledge is distributed in a number of neurule bases within the user modelling and the pedagogical unit. Another important component of the ITS, for both its development and maintenance, is its knowledge management unit, which provides knowledge acquisition and knowledge update capabilities to the system, that is, offers expert knowledge authoring capabilities to the system.