INSTRUMENTING THE DYNAMIC WEB

Authors

  • ANDY EDMONDS Live Search, Microsoft Corp, Redmond, WA
  • RYEN W. WHITE Microsoft Research, Redmond, WA
  • DAN MORRIS Microsoft Research, Redmond, WA
  • STEVEN M. DRUCKER Microsoft Live Labs, Redmond, WA

Keywords:

Usability, analytics, event log analysis, AJAX, interaction design

Abstract

One of the most critical driving forces in the evolution of interfaces on the Internet has been the logging built into common Web servers and the decade-long deployment of analytics based upon this data source. Page-view logging has slowly moved to callback systems using client-side scripting to capture more aspects of the user experience. With the rise of JavaScript-based client-side interactivity and, more recently, asynchronous Javascript and XML (AJAX), server-side logging is less able to capture the user experience of Web sites and applications that are rising in complexity. We present a new technique for the in-page logging of interaction events that will help interaction designers make more informed design decisions based on how users are interacting with their systems. The potential benefit of our technique is demonstrated in a case study with a working system.

 

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References

Kohavi, R. (2001). Mining e-commerce data: the good, the bad, and the ugly. In Proceedings of the 7th

ACM SIGKDD international Conference on Knowledge Discovery and Data Mining, 8-13.

Catledge, L.D., and Pitkow, J.E. (1995). Characterizing browsing strategies in the World Wide Web.

Computer Networks and ISDN Systems, 27(6): 1065-1073.

Huberman, B., Pirolli, P., Pitkow, J., and Lukose, R. (1998). Strong regularities in World Wide Web surfing.

Science, 280(5360): 95–97.

Peterson, E. (2006). Web Analytics Demystified: A Marketer's Guide to Understanding How Your Web

Site Affects Your Business. Celilo Group Media: Portland.

Chi, E.H., Pirolli, P., and Pitkow, J. (2000). The scent of a site: a system for analyzing and predicting

information scent, usage, and usability of a Web site. In Proceedings of the SIGCHI conference on Human

Factors in Computing Systems, 161-168.

Weinreich, H., Obendorf, H., Herder, E., and Mayer, M. (2006). Off the beaten tracks: Exploring three

aspects of Web navigation. In Proceedings of the World Wide Web Conference, 133-142.

Cutrell, E. and Guan, Z. (2007). What are you looking for? An eye-tracking study of information usage in

Web search. In Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (in

press).

Reeder, R.W., Pirolli, P., and Card, S.K. (2001). WebEyeMapper and WebLogger: Tools for

analyzing eye tracking data collected in Web-use studies. In Extended Abstracts of the ACM

SIGCHI Conference on Human Factors in Computing Systems, 19-20.

Gellner, M. and Forbrig, F. (2003). ObSys: A tool for visualizing usability evaluation patterns

with mousemaps. In Proceedings of HCI International, 469-473.

Atterer, R., Wnuk, M., and Schmidt, A. (2006). Knowing the user's every move: User activity

tracking for Website usability evaluation and implicit interaction. In Proceedings of the World

Wide Web Conference, 203-212.

Nielsen, J. (1990). Hypertext and Hypermedia. Academic Press.

Hilbert, D. and Redmiles, D. (2001). Large-scale collection of usage data to inform design. In Proceedings

of 8th IFIP TC 13 Conference on Human-Computer Interaction, 569-576.

Pitkow, J. and Pirolli, P. (1999). Mining longest repeating subsequences to predict World Wide Web surfing.

In Proceedings of the USENIX Symposium, 139-150.

Chen, M.C., Anderson, J.R., Sohn, M.H. (2001). What can a mouse cursor tell us more? Correlation of

eye/mouse movements on Web browsing. In Extended Abstracts of the ACM SIGCHI Conference on Human

Factors in Computing Systems, 281-282.

Claypool, M., Le, P., Waseda, M., and Brown, D. (2001). Implicit interest indicators. In Proceedings of the

Conference on Intelligent User Interfaces, 33-40.

Fox, S., Karnawat, K., Mydland, M., Dumais, S.T., and White, T. (2005). Evaluating implicit

measures to improve the search experience. ACM Transactions on Information Systems, 23(2):

-168.

Joachims, T., Granka, L., Pan, B., Hembrooke, H., and Gay, G. (2005). Accurately interpreting clickthrough

data as implicit feedback. In Proceedings of the 28th Annual ACM SIGIR Conference on Research and

Development in Information Retrieval, 154-161.

Lockerd, A. and Mueller, F. (2001). Cheese: Tracking mouse movements on websites. In Proceedings of the

ACM SIGCHI Conference on Human Factors in Computing Systems, 279-280.

Edmonds, A. (2003). Uzilla: A new tool for Web usability testing. Behavior Research Methods,

Instrumentation and Computers, 32(2): 194-201.

Agichtein, E., Brill, E., Dumais, S.T., and Ragno, R. (2006). Learning user interaction models

for predicting Web search preferences. In Proceedings of the 29th Annual ACM SIGIR

Conference on Research and Development in Information Retrieval, 3-10.

Hong, J. and Landay, J. (2001). WebQuilt: A proxy-based approach to remote Web usability

testing. ACM Transactions on Information Systems, 19(3): 263-285.

Miyata, Y. and Norman, D.A. (1986). Psychological issues in support of multiple activities. In Norman, D.

A. and Draper, S.W. (Eds.) User Centered Design, Lawrence Erlbaum, 265-284.

Rubenstein, J.S., Meyer, D.E, and Evans, J.E. (2001). Executive control of cognitive processes in task

switching. Journal of Experimental Psychology, 27(4): 763-797.

Czerwinski, M., Horvitz, E., and Wilhite, S. (2004). A diary study of task switching and interruptions. In

Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, 175-182.

Horvitz, E., Kadie, C.M., Paek, T., and Hovel, D. (2003). Models of attention in computing and

communication: From principles to applications. Communications of the ACM, 46(3): 52-59.

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Published

2007-03-30

How to Cite

EDMONDS, A. ., WHITE, R. W., MORRIS, D. ., & DRUCKER, S. M. . (2007). INSTRUMENTING THE DYNAMIC WEB. Journal of Web Engineering, 6(3), 244–260. Retrieved from https://journals.riverpublishers.com/index.php/JWE/article/view/4119

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