Human dynamics revealed through Web analytics

被引:116
作者
Goncalves, Bruno [1 ]
Ramasco, Jose J. [2 ]
机构
[1] Emory Univ, Dept Phys, Atlanta, GA 30033 USA
[2] ISI Fdn, Complex Networks CNLL, Complex Syst Lagrange Lab, I-10133 Turin, Italy
基金
美国国家科学基金会;
关键词
Social behavior;
D O I
10.1103/PhysRevE.78.026123
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The increasing ubiquity of Internet access and the frequency with which people interact with it raise the possibility of using the Web to better observe, understand, and monitor several aspects of human social behavior. Web sites with large numbers of frequently returning users are ideal for this task. If these sites belong to companies or universities, their usage patterns can furnish information about the working habits of entire populations. In this work, we analyze the properly anonymized logs detailing the access history to Emory University's Web site. Emory is a medium-sized university located in Atlanta, Georgia. We find interesting structure in the activity patterns of the domain and study in a systematic way the main forces behind the dynamics of the traffic. In particular, we find that linear preferential linking, priority-based queuing, and the decay of interest for the contents of the pages are the essential ingredients to understand the way users navigate the Web.
引用
收藏
页数:7
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