The document compares different methods for concept recommendation in open innovation scenarios using Linked Data. It describes using hyProximity and Random Indexing to suggest related concepts for innovation problems by exploring relationships between concepts in DBpedia. An evaluation of the methods on real problems showed they provided a reasonable list of concepts and had higher precision and unexpectedness than a baseline in a user study.