User Profile Modeling and Applications to Digital Libraries
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
POLYPHONET: an advanced social network extraction system from the web
Proceedings of the 15th international conference on World Wide Web
Different Aspects of Social Network Analysis
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
HICSS '08 Proceedings of the Proceedings of the 41st Annual Hawaii International Conference on System Sciences
Extracting Social Networks Among Various Entities on the Web
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Social Networks as an Attack Platform: Facebook Case Study
ICN '09 Proceedings of the 2009 Eighth International Conference on Networks
Prying Data out of a Social Network
ASONAM '09 Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining
Dynamics and Evolution Patterns of Business Networks
ASONAM '09 Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining
Linking social networks on the web with FOAF: a semantic web case study
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
You are who you know: inferring user profiles in online social networks
Proceedings of the third ACM international conference on Web search and data mining
User profiles for personalized information access
The adaptive web
Personalized information access through flexible and interoperable profiles
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Introducing contexts into personalized web applications
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Introducing Web Intelligence for communities
Web Intelligence and Agent Systems
Hi-index | 0.00 |
Existing works about user profile modeling always model the user as an independent entity. However, in social sciences, many works show the user's behavior as strongly influenced by his social ties and/or social interactions. These results were difficult to integrate in user profile modeling because of the problem of capturing social data about users in infor-mation systems. With the advent of the social web for example, this barrier can be broken on the Web, and we can reasonably think about enriching users' profiles from social data. In this paper we propose a technique to develop users' profiles with social data. We built profiles from textual users' activities data, and we show through visualization of temporal graphs the relevance of social ties on built profiles with an experimentation carried out on 7, 081 Facebook profiles. These results motivated the potential implementation of new profiling techniques based on users' social networks, to enrich users' profiles and solve pending problems such as 'cold start problem' in personalized or recommender systems.