Publication Date:
2005
abstract:
A key role in the human reasoning capability is given by intuition. The aim of the work is to design a framework for an human-like information supplier, which combines "intuition" with the traditional, more rigid, rule-based knowledge. It is presented a preliminary system that represents the first step toward the aforementioned framework. The system allows the interaction of a user with a community of chat-bots having specific competences in order to navigate in a concepts space automatically generated with the Latent Semantic Analysis paradigm. The chat-bots knowledge bases have been created to deal with the Cultural Heritage field. Then they have been sub-symbolically coded in the semantic space created with LSA. Thanks to this approach, chat-bots are capable of estimating their own competence regarding questions formulated by the user, which are mapped in the same semantic space.
Iris type:
01.01 Articolo in rivista
Keywords:
Human-Computer Interaction; Chat-bots; Conceptual and Semantic spaces; LSA; Cultural Heritage
List of contributors:
Pilato, Giovanni
Published in: