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What did they do? understanding clickstreams with the WebQuilt visualization system

Published:22 May 2002Publication History

ABSTRACT

This paper describes the visual analysis tool WebQuilt, a web usability logging and visualization system that helps web design teams record and analyze usability tests. The logging portion of WebQuilt unobtrusively gathers clickstream data as users complete specified tasks. This data is then aggregated and presented as an interactive graph, where nodes of the graph are images of the web pages visited, and arrows are the transitions between pages. To aid analysis of the gathered usability test data, the WebQuilt visualization provides filtering capabilities and semantic zooming, allowing the designer to understand the test results at the gestalt view of the entire graph, and then drill down to sub-paths and single pages. The visualization highlights important usability issues, such as pages where users spent a lot of time, pages where users get off track during the task, navigation patterns, and exit pages, all within the context of a specific task. WebQuilt is designed to conduct remote usability testing on a variety of Internet-enabled devices and provide a way to identify potential usability problems when the tester cannot be present to observe and record user actions.

References

  1. Brainard, J. and B. Becker. Case Study: E-Commerce Clickstream Visualization. In Proceedings of IEEE Proceedings of Information Visualization. San Diego, CA. pp. 151--155, 2001. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Carrière, J. and R. Kazman. WebQuery: Searching and Visualizing the Web through Connectivity. In Proceedings of Sixth International World Wide Web Conference (WWW6). Santa Clara, CA, 1997. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Chi, E. H., P. Pirolli, and J. Pitkow. The Scent of a Site: A System for Analyzing and Predicting Information Scent, Usage, and Usability of a Web Site. In Proceedings of ACM CHI 2000 Conference on Human Factors in Computing Systems. Amsterdam, Netherlands, 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Cugini, J. and J. Scholtz. VISVIP: 3D Visualization of Paths through Web Sites. In Proceedings of International Workshop on Web-Based Information Visualization (WebVis '99). Florence, Italy: IEEE Computer Society, 1999.Google ScholarGoogle ScholarCross RefCross Ref
  5. Davison, B. Web Traffic Logs: An Imperfect Resource for Evaluation. In Proceedings of Ninth Annual Conference of the Internet Society (INET '99). San Jose, CA, 1999.Google ScholarGoogle Scholar
  6. Edmonds, A. Lucidity Project. 2001. http://sourceforge.net/projects/lucidity/.Google ScholarGoogle Scholar
  7. Eick, S. G. Visualizing Online Activity. Communications of the ACM, 2001. 44(8): pp. 45--50. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Etgan, M. and J. Cantor. What Does Getting WET (Web Event-Logging Tool) Mean for Web Usability? In Proceedings of Fifth Human Factors and the Web Conference. Gaithersburg, MD, 1999.Google ScholarGoogle Scholar
  9. Guzdial, M., P. Santos, A. Badre, S. Hudson, and M. Gray. Analyzing and Visualizing Log Files: A Computation Science of Usability. Technical Report, Georgia Institute of Technology, 1994.Google ScholarGoogle Scholar
  10. Hochheiser, H. and B. Shneiderman. Understanding Patters of User visits to Web Sites: Interactive Starfield Visualizations of WWW Log Data. Technical Report, University of Maryland, College Park, MD, 1999.Google ScholarGoogle Scholar
  11. Hong, J. I., J. Heer, S. Waterson, and J. A. Landay. WebQuilt: A Proxy-based Approach to Remote Web Usability Testing. ACM Transactions on Information Systems, 19(3). 2001. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. Hong, J. I. and J. A. Landay. SATIN: A Toolkit for Informal Ink-based Applications. In Proceedings of ACM Symposium on User Interface Software and Technology, pp. 63--72, 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Huang, M. Information Visualization in Web Site Mapping: A Survey. In Proceedings of World Multiconference on Systemics, Cybernetics, and Informatics. Orlandlo, FL, July 23--26, 2000.Google ScholarGoogle Scholar
  14. InfoZoom. JacoZoom. 2001. http://www.infozoom.de/ie/jacozoom.html.Google ScholarGoogle Scholar
  15. Lamm, S. E. and D. A. Reed. Real-Time Geographic Visualization of World Wide Web Traffic. In Proceedings of Fifth International World Wide Web Confernce (WWW5). Paris, France, 1995. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. NetRaker. NetRaker Suite. 2001. http://netraker.com.Google ScholarGoogle Scholar
  17. Nielsen, J. Did Poor Usability Kill E-Commerce? 2001. http://useit.com/alertbox/20010819.html.Google ScholarGoogle Scholar
  18. Paganelli, L. and F. Paternó. Intelligent Analysis of user Interactions with Web Applications. In Proceedings of IUI: Intelligent User Interfaces. San Francisco, CA, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. Spool, J., T. Scanlon, W. Schroeder, C. Snyder, and T. DeAngelo. Web Site Usability: A Designer's Guide. San Diego, CA: Academic Press, 1998. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. Tedeschi, B. Good Web Site Design Can Lead to Healthy Sales. 1999. http://www.nytimes.com/library/tech/99/08/cyber/commerce/30commerce.html.Google ScholarGoogle Scholar
  21. Visuallnsights. eBizinsights. 2001. http://www.visualinsights.com.Google ScholarGoogle Scholar
  22. Vividence. Vividence ClickStreams. 2000. http://www.vividence.com/resources/public/solutions/demo/demo-print.htm.Google ScholarGoogle Scholar
  23. Waterson, S., T. Matthews, and J. A. Landay. In the Lab and Out in the Wild: Remote Web Usability Testing for Mobile Devices. To appear in Proceedings of ACM CHI 2002 Conference on Human Factors in Computing Systems. Minneapolis, MN, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. Wexelblat, A. and P. Maes. Footprints: History-Rich Tools for Information Foraging. In Proceedings of Proceedings of ACM CHI 1999 Conference on Human Factors in Computing Systems. Pittsburgh, PA, 1999. Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Zona Research. Shop Until You Drop? A Glimpse into Internet Shopping Success. 1999. http://www.zonaresearch.com/promotios/samples/zaps/Zap06.htm.Google ScholarGoogle Scholar

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      • Published in

        cover image ACM Conferences
        AVI '02: Proceedings of the Working Conference on Advanced Visual Interfaces
        May 2002
        382 pages
        ISBN:1581135378
        DOI:10.1145/1556262

        Copyright © 2002 ACM

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        New York, NY, United States

        Publication History

        • Published: 22 May 2002

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