The Study on User Model Construction Method Based on Ontology

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Abstract:

The construction of the user model for achieving accurate personalized learning recommendation has an important role. The paper described the user model construction method based on ontology for multimedia video teaching resources in the field of agriculture. The concept and evolution of the ontology, user modeling technology and agriculture video ontology construction method is given, and the user model is realized and validated by experiment at last.

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827-830

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June 2014

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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[1] http: /baike. baidu. com/link?url=HkLqohgOMwJDZky5H3evT9MbUhhwG-sJ80tN6M9QZUsdvcATrhIyQlWi7ezATJp.

Google Scholar

[2] Yang Jing, Research on User Interest Model and Real-time Algorithm of Personalization Recommendation [D], Nanjing university of posts and telecommunications, (2013).

Google Scholar

[3] Wu Li-hua, Liu Lu. Review on personalized recommendation system user modeling [J]. Intelligence Journal, 2006, 25(1): 55-62.

Google Scholar

[4] Razmerita L., Angehrn A., Maedche A. Ontology-based user modeling for knowledge management systems[C]. In: International Conference on User Modeling, Pittsburgh, PA, 2003: 213-217.

DOI: 10.1007/3-540-44963-9_29

Google Scholar

[5] Heckmann D., Schwartz T., Brandherm B. et al. GUMO-the general user model ontology [C]. In: International Conference on User Modeling, Edinburgh, UK, 2005: 28–432.

DOI: 10.1007/11527886_58

Google Scholar

[6] Xiaolin Niu, Gordon McCalla, Julita Vassileva. Purpose-based User Modeling in a Multi-agent Portfolio Management System[C]. Proceeding of 10th International Conference on User Modeling (DASUM), Edinburgh, UK, 2005: 66-69.

DOI: 10.1007/3-540-44963-9_56

Google Scholar

[7] Qingzhen Guan, Zhurong Zhou, research of ontology-based user model [J]. Computer Applications, 2007, 10: in Chinese.

Google Scholar