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Exploring interactive information retrieval: an integrated approach to interface design and interaction analysis

Published: 30 May 2007 Publication History

Abstract

In this paper, we describe a novel methodology that integrates the design of the (i) user interface; (ii) interaction logger; and (iii) log analyzer. It is based on formalizing, via UML state diagrams, the functionality that is supported by an interactive system, deriving XML schemas for capturing the interactions in activity logs and deriving log parsers that reveal the system states and the state transitions that took place during the interaction. Subsequent analysis of state activities and state transitions captured in the logs can be used to study the user-system interaction or to test some research hypothesis. While this approach is rather general and can be applied in studying a variety of interactive systems, it has been devised and applied in research work on exploratory information retrieval, where the focus is on studying the interaction and on finding interaction patterns.

References

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Douglass, B. P. (1999) Doing Hard Time: Developing Real-Time Systems with UML, Objects, Frameworks, and Patterns, Addison-Wesley, Reading, MA, ISBN: 0-201-49837-5.
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Fisher, K. E., Erdelez S. and McKechnie, L. (2005) Theories of Information Behavior, Information Today, Medford, NJ, ISBN: 1-57387-230-X.
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Fowler, Martin (2004) UML Distilled: A Brief Guide to the Standard Object Modeling Language, 3rd ed, Addison-Wesley/Pearson Education, ISBN: 0-321-19368-7.
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Gamma, E., Helm, R., Johnson, R. and Vlissides, J. (1995) Design Patterns -- Elements of Reusable Object-Oriented Software, Addison-Wesley, Reading, MA, ISBN: 0-201-63361-2.
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Harel, D. (1988) On Visual Formalisms, Communications of the ACM, 31 (5): 514--530.
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Horrocks, I. (1999) Constructing the User Interface with Statecharts, Addison-Wesley, ISBN 0-210-34278-2.
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Jurafsky, D. and Martin, James H. (2000) Speech and Language Processing, Prentice-Hall, ISBN 0-13-095069-6.
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Kieras, D. (2004) GOMS Models for Task Analysis, in Diaper, D. and Stanton, N. (eds.) The Handbook of Task Analysis for Human-Computer Interaction, Lawrence Erlbaum Associates, ISBN 0-8058-4433-3.
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Lee, H.-J. (2006) Mediated Information Retrieval for the Web Environment, Ph.D. dissertation, School of Communication, Information and Library Studies, Rutgers University, New Brunswick, NJ, May 2006.
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Muresan, G. and Harper, D. J. (2001) Document Clustering and Language Models for System-Mediated Information Access, in Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries (ECDL), Darmstadt, September 2001, 438--449.
[12]
Muresan, G. and Harper, D. J. (2004) Topic Modelling for Mediated Access to Very Large Document Collections, JASIST 55 (10): 892--910, August 2004.

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RIAO '07: Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
May 2007
817 pages

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  • CID (France): Le Centre de Hautes Etudes Internationales D'Informatique Documentaire

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LE CENTRE DE HAUTES ETUDES INTERNATIONALES D'INFORMATIQUE DOCUMENTAIRE

Paris, France

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Published: 30 May 2007

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RIAO07
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  • CID (France)
RIAO07: Large Scale Semantic Access to Content
May 30 - June 1, 2007
Pennsylvania, Pittsburgh

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