Title :
Discovering empirical laws of Web dynamics
Author :
Saito, Kazumi ; Langley, Pat
Author_Institution :
Commun. Sci. Labs., NTT Corp., Kyoto, Japan
Abstract :
The World Wide Web is a complex system that changes over time. However, like any dynamic system, we can attempt to understand it in scientific terms and describe regularities in its behavior. To this end, we have collected measurements for a number of Web-related variables, including the daily changes in Web pages. To the resulting data, we have applied RF6, an algorithm that discovers descriptive laws in the form of polynomial expressions that hold under conditions on nominal variables. Applying this technique to the collected data has produced some initial laws of Web dynamics that encourage further research along these lines
Keywords :
data mining; information analysis; information resources; RF6; Web dynamics; Web pages; Web-related variables; World Wide Web; daily changes; descriptive law discovery; dynamic system; empirical laws; polynomial expressions; software robot; Cities and towns; Ecosystems; Humans; Internet; Laboratories; Large-scale systems; Polynomials; Robots; Web pages; Web sites;
Conference_Titel :
Applications and the Internet, 2002. (SAINT 2002). Proceedings. 2002 Symposium on
Conference_Location :
Nara
Print_ISBN :
0-7695-1447-2
DOI :
10.1109/SAINT.2002.994474