ABSTRACT
This paper introduces new network architecture capable of providing a flexible and configurable Recommendation System in which network operator, subscribers and content providers could interact to each other by message exchanging. This solution considers multiple inputs provided by the user and context-based information of IP Multimedia Subsystem (IMS) network. It creates a specific subscriber profile based on information from cellular and fixed networks, digital TV and, internet services as social networks or e-mail accounts. Also, for collecting information is used a Cell Broadcast platform which can send messages to a specific geographic location achieving users with high probability of similar preferences. User feedback is collected to evaluate the utility of recommendation messages. As additional features, the Recommendation System uses presence and location information as a decision factor to send or not the recommendation messages.
- Glance N. S., Recommender system and method for generating implicit ratings based on user interactions with handheld devices, US Patent No.: US 6,947,922 B1, 2005.Google Scholar
- Horst T., Herman, J., Doorn V., Markus, G., L., M., Kravtsova N., Kate T., Warner, R., Method of and System for Presenting Media Content to a User or Group of Users, International Application No.: PCT/IB2003/004199, 2003.Google Scholar
- Mitnick C. R., System and Method for Permitting Geographically-Pertinent Information to be Ranked by Users According to Users Geographic Proximity to Information and to each other for Affecting the Ranking of such Information, International Application No.: PCT/US2008/064533, 2008.Google Scholar
- Kim K. O., Choi S. K., Jeong Y. I., Ha S. B.; and Lee H., Method for Recommending Contents with Context Awareness, International Application No.: PCT/KR2007/006969, 2007.Google Scholar
- Zegarra D., Souza J., Faria B., and Alfaia E., Recommendation System Based on Location and Presence Information of Users in a Mobile Network. IEEE Fifth International Conference on Telecommunication ICDT 2010, Athens/Glyfada, Greece. Google ScholarDigital Library
- ITU, Basic principles for a worldwide common family of systems for the provision of interactive television services, ITU-T J.110, 1997.Google Scholar
Index Terms
- Recommendation system based on user profile extracted from an IMS network with emphasis on social network and digital TV
Recommendations
A recommendation approach for digital TV systems based on multimodal features
SAC '14: Proceedings of the 29th Annual ACM Symposium on Applied ComputingDigital TV content providers are becoming widespread, with hundreds of programs available each day. The information overload makes difficult for the user to find programs of interest. To help the user, Recommendation Systems (RS) are a popular path. ...
Parallel Ratio Based CF for Recommendation System
ICCCNT '16: Proceedings of the 7th International Conference on Computing Communication and Networking TechnologiesWith the increase in E-commerce, Recommendation Systems are getting popular to provide recommendations of various items (movies, books, music) to users. To build the Recommendation System (RS), Collaborative Filtering (CF) techniques are proven ...
IMS Network Architecture
ICFCC '09: Proceedings of the 2009 International Conference on Future Computer and CommunicationThere is a rapid growth and evolution in the area of telecommunications and network operators are expected to provide seamless integration of all communication applications on a single system. In these circumstances IMS has emerged out as a key player. ...
Comments