[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/1277741.1277767acmconferencesArticle/Chapter ViewAbstractPublication PagesirConference Proceedingsconference-collections
Article

The influence of caption features on clickthrough patterns in web search

Published: 23 July 2007 Publication History

Abstract

Web search engines present lists of captions, comprising title, snippet, and URL, to help users decide which search results to visit. Understanding the influence of features of these captions on Web search behavior may help validate algorithms and guidelines for their improved generation. In this paper we develop a methodology to use clickthrough logs from a commercial search engine to study user behavior when interacting with search result captions. The findings of our study suggest that relatively simple caption features such as the presence of all terms query terms, the readability of the snippet, and the length of the URL shown in the caption, can significantly influence users' Web search behavior.

References

[1]
E. Agichtein, E. Brill, and S. Dumais. Improving web search ranking by incorporating user behavior information. In 29th ACM SIGIR, pages 19--26, Seattle, August 2006.
[2]
E. Agichtein, E. Brill, S. Dumais, and R. Ragno. Learning user interaction models for predicting Web search result preferences. In 29th ACM SIGIR, pages 3--10, Seattle, August 2006.
[3]
A. Broder. A taxonomy of Web search. SIGIR Forum, 36(2):3--10, 2002. 3 www.wikipedia.org 4 www.nlm.nih.gov/medlineplus/
[4]
E. Cutrell and Z. Guan. What are you looking for? An eye-tracking study of information usage in Web search. In SIGCHI Conference on Human Factors in Computing Systems, pages 407--416, San Jose, California, April-May 2007.
[5]
S. Dumais, E. Cutrell, and H. Chen. Optimizing search by showing results in context. In SIGCHI Conference on Human Factors in Computing Systems, pages 277--284, Seattle, March-April 2001.
[6]
J. Goldstein, M. Kantrowitz, V. Mittal, and J. Carbonell. Summarizing text documents: Sentence selection and evaluation metrics. In 22nd ACM SIGIR, pages 121--128, Berkeley, August 1999.
[7]
L. A. Granka, T. Joachims, and G. Gay. Eye-tracking analysis of user behavior in WWW search. In 27th ACM SIGIR, pages 478--479, Sheffield, July 2004.
[8]
Y. Hu, G. Xin, R. Song, G. Hu, S. Shi, Y. Cao, and H. Li. Title extraction from bodies of HTML documents and its application to Web page retrieval. In 28th ACM SIGIR, pages 250--257, Salvador, Brazil, August 2005.
[9]
T. Joachims, L. Granka, B. Pan, H. Hembrooke, and G. Gay. Accurately interpreting clickthrough data as implicit feedback. In 28th ACM SIGIR, pages 154--161, Salvador, Brazil, August 2005.
[10]
U. Lee, Z. Liu, and J. Cho. Automatic identification of user goals in Web search. In 14th International World Wide Web Conference, pages 391--400, Edinburgh, May 2005.
[11]
H. P. Luhn. The automatic creation of literature abstracts. IBM Journal of Research and Development, 2(2):159--165, April 1958.
[12]
T. Paek, S. Dumais, and R. Logan. WaveLens: A new view onto Internet search results. In SIGCHI Conference on Human Factors in Computing Systems, pages 727--734, Vienna, Austria, April 2004.
[13]
D. Rose and D. Levinson. Understanding user goals in Web search. In 13th International World Wide Web Conference, pages 13--19, New York, May 2004.
[14]
J.-T. Sun, D. Shen, H.-J. Zeng, Q. Yang, Y. Lu, and Z. Chen. Web-page summarization using clickthrough data. In 28th ACM SIGIR, pages 194--201, Salvador, Brazil, August 2005.
[15]
A. Tombros and M. Sanderson. Advantages of query biased summaries in information retrieval. In 21st ACM SIGIR, pages 2--10, Melbourne, Australia, August 1998.
[16]
R. Varadarajan and V. Hristidis. A system for query-specific document summarization. In 15th ACM international conference on Information and knowledge management (CIKM), pages 622--631, Arlington, Virginia, November 2006.
[17]
R. W. White, I. Ruthven, and J. M. Jose. Finding relevant documents using top ranking sentences: An evaluation of two alternative schemes. In 25th ACM SIGIR, pages 57--64, Tampere, Finland, August 2002.
[18]
G.-R. Xue, H.-J. Zeng, Z. Chen, Y. Yu, W.-Y. Ma, W. Xi, and W. Fan. Optimizing web search using Web click-through data. In 13th ACM Conference on Information and Knowledge Management (CIKM), pages 118--126, Washington, DC, November 2004.

Cited By

View all
  • (2025)Enhancing Snippet Visualizations to Improve Web SearchInternational Journal of Human–Computer Interaction10.1080/10447318.2024.2443267(1-20)Online publication date: 15-Jan-2025
  • (2024)Search Result Presentation for Non-Native Language DocumentsCompanion Proceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640544.3645224(89-94)Online publication date: 18-Mar-2024
  • (2024)Balancing Act: Boosting Strategies for Informed Search on Controversial TopicsProceedings of the 2024 Conference on Human Information Interaction and Retrieval10.1145/3627508.3638329(254-265)Online publication date: 10-Mar-2024
  • Show More Cited By

Index Terms

  1. The influence of caption features on clickthrough patterns in web search

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
    July 2007
    946 pages
    ISBN:9781595935977
    DOI:10.1145/1277741
    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

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 23 July 2007

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. query logs
    2. snippets
    3. summarization
    4. web search

    Qualifiers

    • Article

    Conference

    SIGIR07
    Sponsor:
    SIGIR07: The 30th Annual International SIGIR Conference
    July 23 - 27, 2007
    Amsterdam, The Netherlands

    Acceptance Rates

    Overall Acceptance Rate 792 of 3,983 submissions, 20%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)16
    • Downloads (Last 6 weeks)2
    Reflects downloads up to 09 Mar 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2025)Enhancing Snippet Visualizations to Improve Web SearchInternational Journal of Human–Computer Interaction10.1080/10447318.2024.2443267(1-20)Online publication date: 15-Jan-2025
    • (2024)Search Result Presentation for Non-Native Language DocumentsCompanion Proceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640544.3645224(89-94)Online publication date: 18-Mar-2024
    • (2024)Balancing Act: Boosting Strategies for Informed Search on Controversial TopicsProceedings of the 2024 Conference on Human Information Interaction and Retrieval10.1145/3627508.3638329(254-265)Online publication date: 10-Mar-2024
    • (2024)Web Search Engine Results Page Viewing Formats for Different Search TasksInternational Journal of Human–Computer Interaction10.1080/10447318.2024.2376358(1-16)Online publication date: 29-Jul-2024
    • (2023)Investigating the Influence of Featured Snippets on User AttitudesProceedings of the 2023 Conference on Human Information Interaction and Retrieval10.1145/3576840.3578323(211-220)Online publication date: 19-Mar-2023
    • (2023)The Evolution of Web Search User Interfaces - An Archaeological Analysis of Google Search Engine Result PagesProceedings of the 2023 Conference on Human Information Interaction and Retrieval10.1145/3576840.3578320(55-68)Online publication date: 19-Mar-2023
    • (2023)In a Hurry: How Time Constraints and the Presentation of Web Search Results Affect User Behaviour and ExperienceWeb Engineering10.1007/978-3-031-34444-2_16(221-235)Online publication date: 16-Jun-2023
    • (2022)Don’t Judge by Looks: Search User Interface to Make Searchers Reflect on Their Relevance Criteria and Promote Content-Quality-Oriented Web SearchesProceedings of the 2022 ACM Conference on Information Technology for Social Good10.1145/3524458.3547222(1-8)Online publication date: 7-Sep-2022
    • (2022)Featured Snippets and their Influence on Users’ Credibility JudgementsProceedings of the 2022 Conference on Human Information Interaction and Retrieval10.1145/3498366.3505766(113-122)Online publication date: 14-Mar-2022
    • (2022)Optimizing word search within documents by showing results in the contextJournal of Visualization10.1007/s12650-022-00880-526:2(441-455)Online publication date: 26-Sep-2022
    • Show More Cited By

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media