Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Student assessment using Bayesian nets
International Journal of Human-Computer Studies - Special issue: real-world applications of uncertain reasoning
Applications of AI in education
Crossroads - Special issue on artificial intelligence
Using Bayesian Networks to Manage Uncertainty in Student Modeling
User Modeling and User-Adapted Interaction
Constructing the Dependency Structure of a Multiagent Probabilistic Network
IEEE Transactions on Knowledge and Data Engineering
Pedagogical Agents for Web-Based Learning
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
The Intelligent Electronic Shopping System Based on Bayesian Customer Modeling
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Electronic Homework on the WWW
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
An Effective Conversational Agent with User Modeling Based on Bayesian Network
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Probabilistic Student Models: Bayesian Belief Networks and Knowledge Space Theory
ITS '92 Proceedings of the Second International Conference on Intelligent Tutoring Systems
Bayesian Network-Based Trust Model
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
On the implication problem for probabilistic conditional independency
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
A web-based bayesian intelligent tutoring system for computer programming
Web Intelligence and Agent Systems
A role-playing virtual world for web-based application courses
Computers & Education
L2Code: An Author Environment for Hybrid and Personalized Programming Learning
ICHL '08 Proceedings of the 1st international conference on Hybrid Learning and Education
A web-based interface for hiding Bayesian network inference
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Using intelligent tutors to enhance student learning of application programming interfaces
Journal of Computing Sciences in Colleges
Automated discovering of what is hindering the learning performance of a student
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Student modeling with atomic bayesian networks
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Intelligent tutoring systems: a new proposed structure
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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Web Intelligence is a direction for scientific research that explores practical applications of Artificial Intelligence to the next generation of Web-empowered systems. In this paper, we present a Web-based intelligent tutoring system for computer programming. The decision making process conducted in our intelligent system is guided by Bayesian networks, which are a formal framework for uncertainty management in Artificial Intelligence based on probability theory. Whereas many tutoring systems are static HTML Web pages of a class textbook or lecture notes, our intelligent system can help a student navigate through the online course materials, recommend learning goals, and generate appropriate reading sequences.