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Web information credibility analysis by geographical social support

Published: 03 December 2009 Publication History

Abstract

Since our daily lives strongly depend on information obtained by Web search, the credibility of Web search results has become crucial. An important aspect of the credibility of search results is regionality of Web pages. In this paper, we propose a system for helping users assess the credibility of search results by measuring and presenting the regionality of support to Web pages. We conceive two different types of measures for evaluating "geographical social support": the uniformity of support and the proximity of support. The uniformity of geographical support (US) indicates uniformity of geographic distribution of Web pages linking to a Web page. It is calculated by using the Kullback-Leibler (KL) divergence. The proximity of geographical support (PS) express how a page is supported by pages geographically located close to the page. We describe our implemented prototype system that shows the two measures for Web search results.

References

[1]
L. Backstrom, J. Kleinberg, R. Kumar, and J. Novak. Spatial variation in search engine queries. In Proceedings of the 17th International World Wide Web Conference, pages 357--366. ACM, 2008.
[2]
S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30:1--7, 1998.
[3]
O. Buyukkokten, J. Cho, H. Garcia-Molina, L. Gravano, and N. SHivakumar. Exploiting geographical location information of web pages. In Proceedings of WebDB 1999. WebDB, 1999.
[4]
W. Gao, H. C. Lee, and Y. Miao. Geographically focused collaborative crawlings. In Proceedings of the 15th International World Wide Web Conference, pages 287--296. ACM, 2006.
[5]
J. M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604--632, 1999.
[6]
Q. Ma, C. Matsumoto, and K. Tanaka. A localness-filter for searched web pages. In Proceedings of the 5th Asia Pacific Web Conference(APWeb2003), volume 2642, pages 525--536. Springer-Verlag, September 2003.
[7]
C. Matsumoto, M. Qiang, and K. Tanaka. Web information retrieval based on the localness degree. In Proceedings of the 13th International Conference on Database and Expert Systems Applications, pages 172--181. Springer-Verlag, 2002.
[8]
K. S. McCurley. Geospatial mapping and navigation of the web. In Proceedings of the 10th International World Wide Web Conference (WWW), pages 221--229. ACM, 2001.
[9]
Q. Mei, C. Liu, H. Su, and C. Xhai. A probabilistic approach to spatiotemporal theme pattern mining on weblogs. In Proceedings of the 15th International World Wide Web Conference, pages 533--542. ACM, 2006.
[10]
S. Nakamura, S. Konishi, A. Jatowt, H. Ohshima, H. Kondo, T. Tezuka, S. Oyama, and K. Tanaka. Trustworthiness analysis of web search results. In Research and Advanced Technology for Digital Libraries, volume 4675/2007, pages 38--49. Springer Berlin/Heidelberg, October 2007.
[11]
C. Wang, X. Xie, L. Wang, Y. Lu, and W.-Y. Ma. Web resource geographic location classification and detection. In Proceedings of the 14th International World Wide Web Conference(WWW2005), pages 1138--1139. ACM, 2005.
[12]
Y. Yamamoto, T. Tezuka, A. Jatowt, and K. Tanaka. Honto? search: Estimating trustworthiness of web information by search results aggregation and temporal analysis. In Advances in Data and Web Management, volume 4505/2007, pages 253--264. Springer Berlin/Heidelberg, June 2007.

Cited By

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  • (2010)A method for automatically generating a mediatory summary to verify credibility of information on the webProceedings of the 23rd International Conference on Computational Linguistics: Posters10.5555/1944566.1944697(1140-1148)Online publication date: 23-Aug-2010
  • (2010)Evaluating credibility of web informationProceedings of the 4th International Conference on Uniquitous Information Management and Communication10.1145/2108616.2108645(1-10)Online publication date: 14-Jan-2010

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    cover image ACM Other conferences
    IUCS '09: Proceedings of the 3rd International Universal Communication Symposium
    December 2009
    404 pages
    ISBN:9781605586410
    DOI:10.1145/1667780
    • General Chair:
    • Kazumasa Enami
    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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    • NICT: National Institute of Information and Communications Technology

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 03 December 2009

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    Author Tags

    1. information credibility
    2. local web search
    3. social support

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    • (2010)A method for automatically generating a mediatory summary to verify credibility of information on the webProceedings of the 23rd International Conference on Computational Linguistics: Posters10.5555/1944566.1944697(1140-1148)Online publication date: 23-Aug-2010
    • (2010)Evaluating credibility of web informationProceedings of the 4th International Conference on Uniquitous Information Management and Communication10.1145/2108616.2108645(1-10)Online publication date: 14-Jan-2010

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