Chatbot is a conversational agent that communicates with users based on natural language. It is founded on a question answering system, dealing with user's intent. Several recent works have been proposed with some limitations. The originality of our approach is to combine the natural language processing methods and semantic web techniques. A domain ontology used as a knowledge base for describing informations in RDF triplestore. First experimental results prove the interest of our proposition.