Semantic Research Knowledge Discovery Engine

Design an advanced semantic knowledge discovery platform for scientific research that goes beyond traditional bibliometric approaches. Create a knowledge graph-based system using natural language processing, ontological reasoning, and machine learning to discover latent connections across scientific domains. Implement advanced entity linking, concept extraction, and similarity scoring techniques to generate novel research insights. Develop an interactive exploration interface allowing researchers to navigate complex, multidimensional knowledge spaces.