Title :
Research on Personalized Query Optimization Service in E-learning System
Author :
Li, Xiaojian ; Chen, Shihong
Author_Institution :
Comput. Sch., Wuhan Univ., Wuhan, China
Abstract :
According to the traditional search engine´s lack of understanding the semantic query intension and providing personalized service in e-Learning systems, this paper presented a personalized query optimization service to satisfy both semantically and personalized searching demands of the user by semantic mining from user´s searching information to build the user model which is exploited to perceive the query intension of the user. To testify the effectiveness of the service, some experiments are carried out and the results show that the search service has been improved.
Keywords :
data mining; educational administrative data processing; ontologies (artificial intelligence); query processing; search engines; e-learning system; personalized query optimization service; search engines; semantic mining; semantic query intension; user model; Computer security; Electronic learning; Electronic mail; Information security; Information systems; Multimedia systems; Ontologies; Query processing; Research and development; Search engines; Query intension; Query optimization; User model; e-Learning; ontology;
Conference_Titel :
Multimedia Information Networking and Security, 2009. MINES '09. International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-0-7695-3843-3
Electronic_ISBN :
978-1-4244-5068-8
DOI :
10.1109/MINES.2009.245