Title :
Analysis of network user behavior
Author :
Liu, Wei ; Huang, Daoli ; Zhang, Leyuan
Author_Institution :
Sch. of Autom., Beijing Univ. of Post Technol., Beijing, China
Abstract :
For better user personalization, this paper explores the collecting and processing method of network users´ behavior data with multi-source heterogeneity and analyzes network user behavior on the basis of context by the theory called Situation Awareness. Then, a new efficient algorithm is presented by using internet context to ensure the model of user interest auxiliary. Further, a structure model of analysing network user behavior based on context-aware is designed. All above has provided an effective technical way for discovering the characteristic and changing law of the network user interest.
Keywords :
Internet; behavioural sciences computing; ubiquitous computing; Internet context; context-awareness; multisource heterogeneity; network user behavior analysis; situation awareness; user interest auxiliary; user personalization; Algorithm design and analysis; Classification algorithms; Context; Context modeling; Databases; Prediction algorithms; Web server; Context; Network user behavior; Personalization; Situation- aware; User interest;
Conference_Titel :
Information Computing and Telecommunications (YC-ICT), 2010 IEEE Youth Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8883-4
DOI :
10.1109/YCICT.2010.5713061