DocumentCode
2399892
Title
Discovering empirical laws of Web dynamics
Author
Saito, Kazumi ; Langley, Pat
Author_Institution
Commun. Sci. Labs., NTT Corp., Kyoto, Japan
fYear
2002
fDate
2002
Firstpage
168
Lastpage
175
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications and the Internet, 2002. (SAINT 2002). Proceedings. 2002 Symposium on
Conference_Location
Nara
Print_ISBN
0-7695-1447-2
Type
conf
DOI
10.1109/SAINT.2002.994474
Filename
994474
Link To Document