This paper provides an empirical characterization of user actions at the we
b browser. The study is based on an analysis of 4 months of logged client-s
ide data that describes user actions with recent versions of Netscape Navig
ator. In particular, the logged data allow us to determine the title, URL a
nd time of each page visit, how often they visited each page, how long they
spent at each page, the growth and content of bookmark collections, as wel
l as a variety of other aspects of user interaction with the web. The resul
ts update and extend prior empirical characterizations of web use. Among th
e results we show that web page revisitation is a much more prevalent activ
ity than previously reported (approximately 81% of pages have been previous
ly visited by the user), that most pages are visited for a surprisingly sho
rt period of time, that users maintain large (and possibly overwhelming) bo
okmark collections, and that there is a marked lack of commonality in the p
ages visited by different users. These results have implications for a wide
range of web-based tools including the interface features provided by web
browsers, the design of caching proxy servers, and the design of efficient
web sites. (C) 2001 Academic Press.