Call routing by simulated annealing
IEA/AIE '95 Proceedings of the 8th international conference on Industrial and engineering applications of artificial intelligence and expert systems
Drawing graphs nicely using simulated annealing
ACM Transactions on Graphics (TOG)
Domain, task, and user models for an adaptive hypermedia performance support system
Proceedings of the 7th international conference on Intelligent user interfaces
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Using Bayesian Networks to Manage Uncertainty in Student Modeling
User Modeling and User-Adapted Interaction
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
AquaMOOSE 3D: math learning in a 3D multi-user virtual world
CHI '01 Extended Abstracts on Human Factors in Computing Systems
Cooperative Simulated Annealing for Path Planning in Multi-robot Systems
MICAI '00 Proceedings of the Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Parallel Simulated Annealing Algorithm for Generating 3D Layouts of Undirected Graphs
GD '95 Proceedings of the Symposium on Graph Drawing
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
ELM-ART: An Intelligent Tutoring System on World Wide Web
ITS '96 Proceedings of the Third International Conference on Intelligent Tutoring Systems
A Coached Collaborative Learning Environment for Entity-Relationship Modeling
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
An Adaptive, Collaborative Environment to Develop Good Habits in Programming
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
Building a Recommender Agent for e-Learning Systems
ICCE '02 Proceedings of the International Conference on Computers in Education
A Multi-Agent Open Architecture for a TV Recommender System: A Case Study Using a Bayesian Strategy
ISMSE '04 Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering
A simulated annealing approach for multimedia data placement
Journal of Systems and Software
A student model for object-oriented design and programming
Journal of Computing Sciences in Colleges
AVATAR: an approach based on semantic reasoning to recommend personalized TV programs
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Personalized e-learning system using Item Response Theory
Computers & Education
A simulated annealing approach to the traveling tournament problem
Journal of Scheduling
A Genetic-Annealing Algorithm for Task Scheduling Based on Precedence Task Duplication
CIT '06 Proceedings of the Sixth IEEE International Conference on Computer and Information Technology
A personalized English learning recommender system for ESL students
Expert Systems with Applications: An International Journal
FIE '00 Proceedings of the 30th Annual Frontiers in Education - Volume 01
A Group Formation Tool in an E-Learning Context
ICTAI '07 Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence - Volume 02
International Journal of Learning Technology
ICALT '08 Proceedings of the 2008 Eighth IEEE International Conference on Advanced Learning Technologies
APCHI '08 Proceedings of the 8th Asia-Pacific conference on Computer-Human Interaction
Student Modelling Based on Belief Networks
International Journal of Artificial Intelligence in Education
A Collaborative Case Study System for Distance Learning
International Journal of Artificial Intelligence in Education
Design of Ubiquitous Music Recommendation System Using MHMM
NCM '08 Proceedings of the 2008 Fourth International Conference on Networked Computing and Advanced Information Management - Volume 02
A Modified Simulated Annealing Algorithm for Static Task Scheduling in Grid Computing
ICCSIT '08 Proceedings of the 2008 International Conference on Computer Science and Information Technology
Student Learning and Team Formation in a Structured CSCL Environment
Proceedings of the 2006 conference on Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding
User Stereotypes for Student Modelling in Collaborative Learning: Adaptive Advice to Trainers
Proceedings of the 2008 conference on Knowledge-Based Software Engineering: Proceedings of the Eighth Joint Conference on Knowledge-Based Software Engineering
Recommender Systems for Information Providers: Designing Customer Centric Paths to Information
Recommender Systems for Information Providers: Designing Customer Centric Paths to Information
Capturing user intent for information retrieval
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
COALE: collaborative and adaptive learning environment
CSCL '02 Proceedings of the Conference on Computer Support for Collaborative Learning: Foundations for a CSCL Community
Simulating pedagogical agents in a virtual learning environment
CSCL '02 Proceedings of the Conference on Computer Support for Collaborative Learning: Foundations for a CSCL Community
Recommender System for Music CDs Using a Graph Partitioning Method
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Expert Systems with Applications: An International Journal
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Hybrid filtering methods applied in web-based movie recommendation system
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
CSCL environment for "six thinking hats" discussion
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
HYREC: a hybrid recommendation system for e-commerce
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
CRIWG'06 Proceedings of the 12th international conference on Groupware: design, implementation, and use
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Review: Student modeling approaches: A literature review for the last decade
Expert Systems with Applications: An International Journal
Design and evaluation of an adaptive and intelligent tutoring system by expert system
Intelligent Decision Technologies
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In this paper, we describe an intelligent hybrid recommender system incorporated in a collaborative learning environment for UML. It exports recommendations for both the trainees and the trainer of the system. The recommendations directed to the trainees are related to the help topics that they should study and the appropriate colleague/s with whom s/he could collaborate according to his/her present level of expertise and matching personality characteristics. The addressed to the trainer recommendations concern the most effective organization of the trainees into groups evaluating a given groups' structure (related to the level of expertise of the trainees) and desired/undesired combinations of stereotypes of personality characteristics. The recommender system uses both the Content-based and the Collaborative Filtering technique to export these recommendations. The algorithm used is Simulated Annealing. The system builds hybrid student models based on the perturbation and the stereotype-based modelling techniques. The evaluation presented at the end of this paper indicates optimistic results.