Title :
Social Objects Description and Recommendation in Multidimensional Social Networks: OCSO Ontology and Semantic Spreading Activation
Author :
Marie, Nicolas ; Gandon, Fabien
Author_Institution :
Alcatel-Lucent Bell Labs., INRIA Villarceaux, Sophia-Antipolis, France
Abstract :
Two strong tendencies in social networks today are their growing multidimensionality and the key role of social objects around which they crystallize. Growing heterogeneity and amount of social objects start to be an issue for some popular social platforms. Users need more efficient ways to access and navigate information. To achieve this challenge we define OCSO as semantic web schema to describe finely these social objects and their afferent social activity. Then we defend the use of spreading activation algorithms to simulate user interest and perform complex recommendation in multidimensional social networks. A possible approach to what we call semantic spreading activation is introduced in order to exploit, among others, the OCSO model.
Keywords :
authorisation; information retrieval; ontologies (artificial intelligence); recommender systems; semantic Web; social networking (online); OCSO ontology; complex recommendation; multidimensional social networks; semantic Web schema; semantic spreading activation; semantic spreading activation algorithm; social activity; social object description; social object recommendation; user interest; Conferences; Privacy; Security; Social network services; OCSO; mutidimensional social network; object centered sociality; ontology; semantic spreading activation; semantic web; social object; social semantic web; spreading activation;
Conference_Titel :
Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4577-1931-8
DOI :
10.1109/PASSAT/SocialCom.2011.242