The vocabulary problem in human-system communication
Communications of the ACM
International Journal of Man-Machine Studies
Class library implementation of an open architecture knowledge support system
International Journal of Human-Computer Studies - Special issue: object-oriented approaches in artificial intelligence and human-computer interaction
Concept maps as hypermedia components
International Journal of Human-Computer Studies - Special issue: knowledge-based hypermedia
El-Tech: A Performance Support System with Embedded Training for Electronics Technicians
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference
Combining Concept Mapping with CBR: Towards Experience-Based Support for Knowledge Modeling
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
Assessing Conceptual Similarity to Support Concept Mapping
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Convergence of knowledge management and E-learning: the GetSmart experience
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
SAICSIT '03 Proceedings of the 2003 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
Semantic-integration research in the database community
AI Magazine - Special issue on semantic integration
Profile-Based Object Matching for Information Integration
IEEE Intelligent Systems
Attributed concept maps: fuzzy integration and fuzzy matching
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Moving digital libraries into the student learning space: The GetSmart experience
Journal on Educational Resources in Computing (JERIC)
Enforcing strictness in integration of dimensions: beyond instance matching
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
Faceted product search powered by the Semantic Web
Decision Support Systems
An Integrated Query Relaxation Approach Adopting Data Abstraction and Fuzzy Relation
Journal of Database Management
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Concept mapping systems used in education and knowledge management emphasize flexibility of representation to enhance learning and facilitate knowledge capture. Collections of concept maps exhibit terminology variance, informality, and organizational variation. These factors make it difficult to match elements between maps in comparison, retrieval, and merging processes. In this work, we add an element anchoring mechanism to a similarity flooding (SF) algorithm to match nodes and substructures between pairs of simulated maps and student-drawn concept maps. Experimental results show significant improvement over simple string matching with combined recall accuracy of 91% for conceptual nodes and concept →link → concept propositions in student-drawn maps.