Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/1414694.1414710acmotherconferencesArticle/Chapter ViewAbstractPublication PagesiiixConference Proceedingsconference-collections
research-article

Retrieval of context-aware applications on mobile devices: how to evaluate?

Published: 14 October 2008 Publication History

Abstract

This paper discusses the issue of evaluation of context-aware retrieval applications. We begin by describing MoBe, a specific architecture that allows automatic download and execution of context-aware applications on mobile devices. In MoBe, the most relevant applications are selected by matching context and application descriptors. Since several alternatives for descriptors implementation exist, it is important to compare their effectiveness. To this aim, we develop a TREC-like benchmark, in which the collection is made up by a set of application descriptors and the topics are made up by context descriptors. We then use the benchmark to evaluate the effectiveness of different descriptors components, and of structured and unstructured (i.e., free text) data, finding results that are somehow useful for future MoBe development. We also discuss the issue of the evaluation methodology for highly interactive and novel applications like context-aware retrieval systems, and MoBe in particular.

References

[1]
G. D. Abowd, A. K. Dey, P. J. Brown, N. Davies, M. Smith, and P. Steggles. Towards a better understanding of context and context-awareness. In HUC '99: Proceedings of the 1st international symposium on Handheld and Ubiquitous Computing, pages 304--307, London, UK, 1999. Springer-Verlag.
[2]
M. Baldauf and S. Dustdar. A survey on context-aware systems. International Journal of Ad Hoc and Ubiquitous Computing, 2(4), 2007.
[3]
M. Bazire and P. Brezillon. Understanding context before using it. In CONTEXT 2005, pages 29--40, 2005.
[4]
A. Broder. Computational advertising. In SODA '08: Proceedings of the 19th ACM-SIAM symposium on Discrete algorithms, pages 992--992, Philadelphia, PA, USA, 2008.
[5]
P. J. Brown, J. D. Bovey, and X. Chen. Context-aware applications: from the laboratory to the marketplace. IEEE Personal Communications, 4(5):58--64, 1997.
[6]
P. J. Brown and G. J. F. Jones. Context-aware retrieval: Exploring a new environment for information retrieval and information filtering. Personal Ubiquitous Comput., 5(4):253--263, 2001.
[7]
G. Chen and D. Kotz. A survey of context-aware mobile computing research. Technical Report TR2000-381, Dartmouth College, Nov. 2000.
[8]
P. Coppola, V. Della Mea, L. Di Gaspero, S. Mizzaro, I. Scagnetto, A. Selva, L. Vassena, and P. Zandegiacomo Riziò. Information filtering and retrieving of context-aware applications within the MoBe framework. In International Workshop on Context-Based Information Retrieval (CIR-05), CEUR Workshop Proceedings, 2005.
[9]
A. K. Dey. Context-aware computing: The CyberDesk project. In AAAI 1998 Spring Symposium on Intelligent Environments, pages 51--54, Palo Alto, 1998. AAAI Press.
[10]
D. J. Harper and D. G. Hendry. Evaluation light. In Proceedings of the second MIRA workshop, pages 53--56, 1997. Technical Report TR-1997-2, Department of Computing Science, University of Glasgow, Glasgow. http://www.dcs.gla.ac.uk/mira/workshops/padua_procs/.
[11]
G. Hripcsak and A. S. Rothschild. Agreement, the f-measure, and reliability in information retrieval. Journal of American Medical Informatics Association, 12(3):296--298, 2005.
[12]
G. J. F. Jones and P. J. Brown. Context-aware retrieval for ubiquitous computing environments. In Mobile HCI Workshop on Mobile and Ubiquitous Information Access, pages 227--243, 2003.
[13]
M. Korkea-aho. Context-aware applications survey. Technical Report Internetworking Seminar (Tik-110.551), Helsinki University of Technology, 2000.
[14]
B. J. Rhodes. Just-In-Time Information Retrieval. PhD thesis, MIT Media Laboratory, Cambridge, MA, May 2000.
[15]
B. Schilit and M. Theimer. Disseminating active map information to mobile hosts. IEEE Network, 8(5):22--32, 1994.
[16]
T. Sohn, K. A. Li, W. G. Griswold, and J. D. Hollan. A diary study of mobile information needs. In CHI 2008 Proceedings, pages 433--442, Florence, Italy, Apr. 2008.
[17]
E. M. Voorhees. The philosophy of information retrieval evaluation. In CLEF '01: Revised Papers from the Second Workshop of the Cross-Language Evaluation Forum on Evaluation of Cross-Language Information Retrieval Systems, pages 355--370, London, UK, 2002. Springer-Verlag.

Cited By

View all

Index Terms

  1. Retrieval of context-aware applications on mobile devices: how to evaluate?

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    IIiX '08: Proceedings of the second international symposium on Information interaction in context
    October 2008
    173 pages
    ISBN:9781605583105
    DOI:10.1145/1414694
    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]

    Sponsors

    • Yahoo! Research
    • Information Retrieval Facility
    • British Computer Society: BCS

    In-Cooperation

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 14 October 2008

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. benchmark
    2. context-aware retrieval
    3. experimental evaluation
    4. mobile search

    Qualifiers

    • Research-article

    Conference

    IIiX08
    Sponsor:
    • British Computer Society
    IIiX08: International Interaction in Context Symposium
    October 14 - 17, 2008
    London, United Kingdom

    Acceptance Rates

    Overall Acceptance Rate 21 of 45 submissions, 47%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)5
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 14 Nov 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2019)Mobile Communication in HospitalsHandbook of Research on Strategic Communication, Leadership, and Conflict Management in Modern Organizations10.4018/978-1-5225-8516-9.ch014(278-301)Online publication date: 2019
    • (2018)A social approach to context-aware retrievalWorld Wide Web10.1007/s11280-011-0116-614:4(377-405)Online publication date: 25-Dec-2018
    • (2016)Mobile Communication in HospitalsHandbook of Research on Effective Communication, Leadership, and Conflict Resolution10.4018/978-1-4666-9970-0.ch029(545-564)Online publication date: 2016
    • (2015)Mobile Communication in HospitalsHealthcare Administration10.4018/978-1-4666-6339-8.ch034(688-702)Online publication date: 2015
    • (2014)A context-aware retrieval system for mobile applicationsProceedings of the 4th Workshop on Context-Awareness in Retrieval and Recommendation10.1145/2601301.2601305(18-25)Online publication date: 13-Apr-2014
    • (2013)Mobile Communication in HospitalsIntegrated Information and Computing Systems for Natural, Spatial, and Social Sciences10.4018/978-1-4666-2190-9.ch014(287-301)Online publication date: 2013
    • (2012)Spatio-Temporal Based Personalization for Mobile SearchNext Generation Search Engines10.4018/978-1-4666-0330-1.ch017(386-409)Online publication date: 2012
    • (2012)Context-aware unified communication2012 7th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)10.1109/SACI.2012.6250019(297-301)Online publication date: May-2012
    • (2011)Evaluating the Context Aware BrowserHandbook of Research on Mobility and Computing10.4018/978-1-60960-042-6.ch001(1-15)Online publication date: 2011
    • (2011)iSchool agendaProceedings of the 2011 iConference10.1145/1940761.1940790(211-216)Online publication date: 8-Feb-2011
    • Show More Cited By

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media