Research Area:  Machine Learning

Abstract:

Dialogue systems are becoming central tools in human computer interface systems. New interaction systems, e.g. Siri, Echo and others, are proposed by the day, and new features are added to these systems at breathtaking pace. The conventional approaches based on traditional artificial intelligence techniques, such as ontologies and tree based search, have been superseded by machine learning approaches and, more recently, deep learning. In this paper we give a view of the current state of dialogue systems, describing the areas of application, as well as the current technical approaches and challenges. We propose two emerging domains of application of dialogue systems that may be highly influential in the near future: storytelling and therapeutic systems.

Keywords:  
Dialogue Systems
Machine Learning
Deep Learning

Author(s) Name:  Leire Ozaeta & Manuel Graña

Publisher name:  Springer

DOI:  10.1007/978-3-319-92639-1_59

Volume Information:  pp 706–715

Paper Link:   https://link.springer.com/chapter/10.1007/978-3-319-92639-1_59