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Higher Order Knowledge Management Platform for the Personalized Services in Next Generation Networks
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- Authors
- Ae Kyung Moon, Yoo Mi Park, Sang Ki Kim
- Issue Date
- 2009-07
- Citation
- International Conference on the Networked Digital Technologies (NDT) 2009, pp.452-457
- Language
- English
- Type
- Conference Paper
- Abstract
- We propose higher order knowledge management platform (HKMP) that can support to provide the personalized services for the end users by means of evolving lower order network knowledge. HKMP helps 3rd party service providers to create personalized services considering user's context through the open interfaces for providing higher order knowledge. In this paper, we classify lower order network knowledge and build ontology to represent them including user profiles and user's preference. Furthermore, we propose the efficient algorithms of leaner and recommender to evolve higher order knowledge in HKMP. Finally, we simulated to evaluate the precision of proposed algorithms with data sets of UCI depository. As the result of evaluation, we expect that the HKMP would be an essential component for providing personalized services in next generation networks. ©2009 IEEE.
- KSP Keywords
- 3rd party, Data sets, Efficient algorithms, End users, Higher-order, Management Platform, Next generation network(NGN), Personalized service, Service Provider, User's Preference, knowledge management(KM)