User modeling for the social semantic web
Till Plumbaum, Songxuan Wu, Ernesto William De Luca, Şahin Albayrak · 2011
Abstract. How can we make use of the personal information a single user is spreading all over the Social Web every day? In this paper we investigate what is needed from a user model point of view to support user data sharing and aggregation to enhance personalization and recommendation services. We present a study of 17 social applications to define requirements and attributes for a common user model that allows sharing of user data and analyze what is needed to enhance user model aggregation approaches. As a result, we present a comprehensive user model especially fitted to the needs of the Social Web. Furthermore, we present a WordNet for the user modeling domain as part of the user model to support user model aggregation.