Title :
The research on user interest model based on quantization browsing behavior
Author :
Qinghong, Yang ; Hao, Hu ; Neng, Xiong
Author_Institution :
Coll. of Comput. & Inf. Eng., Jiangxi Normal Univ., Nanchang, China
Abstract :
The constructing and updating of user interest model, determines the accuracy of the user information representation, and directly influences the service quality for the users. This paper will show you by introducing some browsing action data into user interest model updating strategy, carrying on the experiment by using the designed system, and obtaining the reasonable values of browsing behavior parameters with an adaptive method. In the end, a demonstration is given to compare with common model through the experiment and prove the feasibility and suitability of this model.
Keywords :
behavioural sciences computing; computer aided instruction; teaching; user interfaces; adaptive method; browsing action data; personalized teaching system; quantization browsing behavior; service quality; teaching software; user information representation; user interest model updating strategy; Adaptation models; Computational modeling; Computers; Data models; Educational institutions; Vectors; browsing behavior; feature vector; personalized teaching system; user interest model;
Conference_Titel :
Computer Science & Education (ICCSE), 2012 7th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-0241-8
DOI :
10.1109/ICCSE.2012.6295024