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A user-tracing architecture for modeling interaction with the world wide web

Published: 22 May 2002 Publication History

Abstract

We have developed a methodology for studying and analyzing the psychology of users performing ecologically valid WWW tasks. A user trace is a record of all significant states and events in the user-WWW interaction based on eye tracking data, application-level logs, and think-aloud protocols. A user-tracing architecture has been implemented for developing simulation models of user-WWW interaction and for comparing a simulation model (SNIF-ACT) against user-trace data. The user tracing architecture compares each action of the SNIF-ACT simulation directly against observed user actions. The model and architecture have been used to successfully match detailed user trace data from four users working on two tasks each.

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    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
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 22 May 2002

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    Author Tags

    1. ACT-R
    2. SNIF-ACT
    3. information foraging
    4. user models
    5. user tracing
    6. world wide web

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    AVI'02
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    AVI'02: Advanced Visual Interfaces
    May 22 - 24, 2002
    Trento, Italy

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    Cited By

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    • (2024)A feasibility study for a unified, multimodal analysis of online information foraging in health-related topicsOpen Research Europe10.12688/openreseurope.16119.23(98)Online publication date: 6-Mar-2024
    • (2023)A feasibility study for a unified, multimodal analysis of online information foraging in health-related topicsOpen Research Europe10.12688/openreseurope.16119.13(98)Online publication date: 20-Jun-2023
    • (2014)SSOScanProceedings of the 23rd USENIX conference on Security Symposium10.5555/2671225.2671257(495-510)Online publication date: 20-Aug-2014
    • (2014)Combining user logging with eye tracking for interactive and dynamic applicationsBehavior Research Methods10.3758/s13428-014-0542-347:4(977-993)Online publication date: 10-Dec-2014
    • (2013)MobileSensInternational Journal of Cyber Behavior, Psychology and Learning10.4018/ijcbpl.20130401043:2(47-55)Online publication date: 1-Apr-2013
    • (2013)The collective knowledge of social tagsComputers & Education10.1016/j.compedu.2012.06.01560:1(59-73)Online publication date: 1-Jan-2013
    • (2012)Learning by foragingComputers in Human Behavior10.1016/j.chb.2011.08.00828:1(34-40)Online publication date: 1-Jan-2012
    • (2011)MobileSens: A framework of behavior logger on Andriod mobile device2011 6th International Conference on Pervasive Computing and Applications10.1109/ICPCA.2011.6106518(281-286)Online publication date: Oct-2011
    • (2009)Finding canonical behaviors in user protocolsProceedings of the SIGCHI Conference on Human Factors in Computing Systems10.1145/1518701.1518900(1323-1326)Online publication date: 4-Apr-2009
    • (2007)SNIF-ACTHuman-Computer Interaction10.5555/1466607.146660822:4(355-412)Online publication date: 1-Nov-2007
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