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We describe a service-based approach that provides a natural language interface to legacy information systems, built on top of relational database management systems. The long term goal is to make data management and analysis accessible to a wider range of users for a diverse range of purposes and to simplify the decision making process. We present an ontology-driven web-service, named Reply, that transforms traditional information systems into intelligent systems, endowed with a naturaldoi:10.1016/j.procs.2016.05.458 fatcat:r5sxflf7pngbnnkbg5ocfvtkgu