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WonderWhat: real-time event determination from photos

Published: 28 March 2011 Publication History

Abstract

How often did you feel disappointed in a foreign country, when you had been craving for participating in authentic native events but miserably ended up with being lost in the crowd, due to ignorance of the local culture? Have you ever imagined that with merely a simple click, a tool can identify the events that are right in front of you? As a step in this direction, in this paper, we propose a system that provides users with information of the public events that they are attending by analyzing in real time their photos taken at the event, leveraging both spatio-temporal context and photo content. To fulfill the task, we designed the system to collect event information, maintain dedicated event database, build photo content model for event types, and rank the final results. Extensive experiments were conducted to prove the effectiveness of each component.

References

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J. Allan, V. Lavrenko, D. Malin, and R. Swan. Detections, bounds, and timelines: Umass and tdt-3. In In Proceedings of Topic Detection and Tracking Workshop (TDT-3), 2000.
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E. Prud'hommeaux and A. Seaborne. SPARQL Query Language for RDF. Technical report, W3C, 2006.
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A. W. M. Smeulders, S. Member, M. Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22:1349--1380, 2000.

Cited By

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  • (2016)Event analysis in social multimediaFrontiers of Computer Science: Selected Publications from Chinese Universities10.1007/s11704-015-4583-210:3(433-446)Online publication date: 1-Jun-2016
  • (2012)Mining future spatiotemporal events and their sentiment from online news articles for location-aware recommendation systemProceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems10.1145/2442810.2442816(25-32)Online publication date: 6-Nov-2012
  • (2011)Using social media to identify eventsProceedings of the 3rd ACM SIGMM international workshop on Social media10.1145/2072609.2072613(3-8)Online publication date: 30-Nov-2011

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    Published In

    cover image ACM Other conferences
    WWW '11: Proceedings of the 20th international conference companion on World wide web
    March 2011
    552 pages
    ISBN:9781450306379
    DOI:10.1145/1963192

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 28 March 2011

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    Author Tags

    1. content
    2. context
    3. event determination
    4. photo

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    WWW '11
    WWW '11: 20th International World Wide Web Conference
    March 28 - April 1, 2011
    Hyderabad, India

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    Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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    Cited By

    View all
    • (2016)Event analysis in social multimediaFrontiers of Computer Science: Selected Publications from Chinese Universities10.1007/s11704-015-4583-210:3(433-446)Online publication date: 1-Jun-2016
    • (2012)Mining future spatiotemporal events and their sentiment from online news articles for location-aware recommendation systemProceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems10.1145/2442810.2442816(25-32)Online publication date: 6-Nov-2012
    • (2011)Using social media to identify eventsProceedings of the 3rd ACM SIGMM international workshop on Social media10.1145/2072609.2072613(3-8)Online publication date: 30-Nov-2011

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