Semantic representation learning framework for cold-start recommendation in intelligent decision systems.
This method facilitates comprehensible recommendations via concept level reasoning pathway and realizes substantial enhancements in recommendation quality and user experience during the pivotal cold start phase and illustrates that ontological reasoning and hyperbolic geometry can mitigate essential cold start challeng...