| Abstract |
Classical music opens to a different set of possibilities and challenges because of the complexity of the information and the huge material coming from centuries of history. In the context of the DOREMUS project, a huge music knowledge-graph has been produced and published which gives access to the fine-grained metadata coming from the most important French cultural institution. We modelled and published a set of interlinked controlled vocabularies, containing hierarchies and relationships between terms. This allows to define new strategies for discovering music and defining similarities between authors, works, performances based on concatenation of entity embeddings at multiple levels. This talk aims to give an overview of the DOREMUS knowledge graph and on some experiments performed on top of it, such as a music chatbot and recommender systems for works, artists and entire concerts. More information at https://docs.google.com/document/d/1IAlLPFLzx78u8pgUZHSE37eqUWzdC-XjRkAy7gXyh-A/edit |