Title :
Towards a new approach for generating user profile from folksonomies
Author :
Tahar-Rafik, Boudiba ; Rachid, Ahmed-Ouamer
Author_Institution :
Dept. of Comput. Sci., Mouloud Mammeri Univ., Tizi-Ouzou, Algeria
Abstract :
The exploitation of social networks and collaborative systems is a phenomenon that is gradually integrated with the practice of information retrieval on the Internet. These systems of Web 2.0, allowing users to collaborate via the free content indexing using keywords or tags; creating structures represented as tripartite hypergraphs of users, tags and resources, called folksonomies. By examining different personalization techniques based on folksonomies, we focused on the community aspect of collaborative systems. We propose to build, through different techniques of social network analysis, user profiles more representative of their various interets. A new approach for generating user profile from foklsonomies is presented.
Keywords :
Internet; collaborative filtering; graph theory; information retrieval; social networking (online); Internet; collaborative system; folksonomy; information retrieval; social network; tripartite hypergraph; user profile generation; Adaptation models; Bipartite graph; Collaboration; Communities; Frequency measurement; Social network services; Vectors; Collaborative systems; Folksonomies; Information retrieval; Social Networks;
Conference_Titel :
ISKO-Maghreb: Concepts and Tools for knowledge Management (ISKO-Maghreb), 2014 4th International Symposium
Conference_Location :
Algiers
Print_ISBN :
978-1-4799-7507-5
DOI :
10.1109/ISKO-Maghreb.2014.7033476