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This paper presents a collaborative learning repository that leverages the potential of domain specific social tagging in combination with ontology-based classification. It is exemplified in LinkedCourse — a learning repository prototype for collaborative development, sharing and reuse of resources. The focus of the paper is on the collaborative semantic annotation and searching for similar resources.