Title :
A media user behavior pattern analysis model based on improved swarm intelligence
Author :
Liu, Fang ; Yang, Zhanxin ; Lv, Rui ; Chen, Jie ; Lin, Bo
Author_Institution :
Eng. Res. Center of the Digital Audio & Video, Commun. Univ. of China, Beijing, China
Abstract :
With the development of network integration, media services´ number is increasing and various forms of media service appear constantly. Users´ self-selectivity of acquiring media service is greatly enhanced. This paper proposes a media user behavior pattern analysis model based on improved swarm intelligence, aiming to solve the problem that traditional media user behavior analysis method cannot satisfy the current operation needs. This model´s effectiveness is verified by analyzing media users´ actual behaviors, and the user pattern groups´ behavior characteristics are summarized and explained to guide the actual operation.
Keywords :
artificial intelligence; multimedia computing; behavior characteristics; improved swarm intelligence; media services; media user behavior pattern analysis model; network integration; Analytical models; Clustering algorithms; Media; Particle swarm optimization; Pattern analysis; Presses; Robots; audience segmentation; improved swarm intelligence; media service operation; precise marketing; user behavior pattern analysis;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002182