WebPageRevisitationRevisited:Implicationsofa LongtermClickstreamStudyofBrowserUsage

This paper presents results of an extensive long-term click- stream study of Web browser usage. Focusing on character and challenges of page revisitation, previous findings from seven to thirteen years ago are updated. The term page re- visit had to be differentiated, since the recurrence rate—the key measure for the share of page revisits—turns out to strongly depend on interpretation. We identify different types of revisitation that allow assessing the quality of cur- rent user support and developing concepts for new tools. Individual navigation strategies differ dramatically and are strongly influenced by personal habits and type of site vis- ited. Based on user action logs and interviews, we distin- guished short-term revisits ( backtrack or undo ) from me- dium-term ( re-utilize or observe ) and long-term revisits (rediscover ). We analyze current problems and provide suggestions for improving support for different revisitation types.

[1]  David R. Danielson.  Web navigation and the behavioral effects of constantly visible site maps , 2002, Interact. Comput..

[2]  Mark H. Chignell,et al.  Information archiving with bookmarks: personal Web space construction and organization , 1998, CHI.

[3]  Saul Greenberg,et al.  How people revisit web pages: empirical findings and implications for the design of history systems , 1997, Int. J. Hum. Comput. Stud..

[4]  Jeff Conklin,et al.  Hypertext: An Introduction and Survey , 1987, Computer.

[5]  Winfried Lamersdorf,et al.  Concepts for improved visualization of Web link attributes , 2000, Comput. Networks.

[6]  Jaideep Srivastava,et al.  Data Preparation for Mining World Wide Web Browsing Patterns , 1999, Knowledge and Information Systems.

[7]  Susan T. Dumais,et al.  Keeping found things found on the web , 2001, CIKM '01.

[8]  James E. Pitkow,et al.  Characterizing Browsing Strategies in the World-Wide Web , 1995, Comput. Networks ISDN Syst..

[9]  James E. Pitkow.  Summary of WWW characterizations , 2004, World Wide Web.

[10]  Myra Spiliopoulou,et al.  A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis , 2003, INFORMS J. Comput..

[11]  Hartmut Obendorf,et al.  Automatic support for web user studies with SCONE and TEA , 2004, CHI EA '04.

[12]  Kerry Rodden,et al.  Smartback: supporting users in back navigation , 2004, WWW '04.

[13]  Paul P. Maglio,et al.  How to personalize the Web , 1997, CHI.

[14]  Eelco Herder,et al.  Der Wandel in der Benutzung des World Wide Webs , 2006, Mensch & Computer.

[15]  Andy Cockburn,et al.  An empirical analysis of web page revisitation , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[16]  Andy Cockburn,et al.  What do web users do? An empirical analysis of web use , 2001, Int. J. Hum. Comput. Stud..

[17]  Frank G. Halasz,et al.  Reflections on NoteCards: seven issues for the next generation of hypermedia systems , 1987 .

[18]  Marieke Guy,et al.  Folksonomies: Tidying Up Tags? , 2006, D Lib Mag..

[19]  Susan T. Dumais,et al.  Once found, what then? A study of "keeping" behaviors in the personal use of Web information , 2005, ASIST.

[20]  David F. Redmiles,et al.  Extracting usability information from user interface events , 2000, CSUR.

[21]  Jeffrey Heer,et al.  Separating the swarm: categorization methods for user sessions on the web , 2002, CHI.

[22]  Tim Berners-Lee,et al.  Information Management: A Proposal , 1990 .

[23]  Bernard J. Jansen,et al.  A review of web searching studies and a framework for future research , 2001 .

[24]  Eelco Herder,et al.  Off the beaten tracks: exploring three aspects of web navigation , 2006, WWW '06.

[25]  Andy Cockburn,et al.  Pushing back: evaluating a new behaviour for the back and forward buttons in web browsers , 2002 .

[26]  Andy Cockburn,et al.  Improving Web Page Revisitation: Analysis, Design, and Evaluation , 2002 .

[27]  Abigail Sellen,et al.  Exploring Users' Experiences of the Web , 2001, First Monday.

[28]  Eelco Herder,et al.  Data Cleaning Methods for Client and Proxy Logs , 2006 .