Article

Threading news video topics

Authors:

Ichiro Ide,

Hiroshi Mo,

Norio KatayamaAuthors Info & Claims

MIR '03: Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval

Pages 239 - 246

https://doi.org/10.1145/973264.973301

Published: 07 November 2003 Publication History

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Abstract

We introduce a method to extract topic threads throughout a large-scale news video corpus as well as an interface that provides the users with the facility to browse through the corpus guided by the thread structure. The thread-based interface enables thorough understanding of a topic of interest, and moreover, it is designed to reduce the number of candidates provided during the tracking process which lightens the burden of selection imposed on the users. In this paper, we introduce the details of topic segmentation, tracking/threading, followed by the evaluation of the segmentation and the introduction of a prototype interface. The evaluation showed practical ability, and the trial use of the interface turned out to be effective and informative.

References

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I. Ide, H. Mo, N. Katayama, and S. Satoh. Topic-based structuring of a very large-scale news video corpus. In AAAI 2003 Spring Symposium on Intelligent Multimedia Knowledge Management, Mar. 2003.

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Cited By

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Rani SKumar M(2024)Multi-modal topic modeling from social media data using deep transfer learningApplied Soft Computing10.1016/j.asoc.2024.111706160(111706)Online publication date: Jul-2024
https://doi.org/10.1016/j.asoc.2024.111706
Tan SJiang YNgo C(2014)Placing Videos on a Semantic Hierarchy for Search Result NavigationACM Transactions on Multimedia Computing, Communications, and Applications10.1145/257839410:4(1-20)Online publication date: 4-Jul-2014
https://dl.acm.org/doi/10.1145/2578394
Ngo CTan S(2012)Digital Media ArchivalMultimedia Image and Video Processing, Second Edition10.1201/b11716-18(345-363)Online publication date: 5-Mar-2012
https://doi.org/10.1201/b11716-18
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Index Terms

Threading news video topics
1. Computing methodologies
  1. Artificial intelligence
    1. Natural language processing
      1. Language resources
2. Information systems
  1. Information retrieval
  2. Information systems applications
    1. Data mining

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Published In

MIR '03: Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval

November 2003

281 pages

ISBN:1581137788

DOI:10.1145/973264

Conference Chairs:
Nicu Sebe
University of Amsterdam
,
Michael S. Lew
LIACS Media Lab
,
Chabanne Djeraba
LIFL, University of Sciences and Technologies of Lille

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Association for Computing Machinery

New York, NY, United States

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Published: 07 November 2003

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Rani SKumar M(2024)Multi-modal topic modeling from social media data using deep transfer learningApplied Soft Computing10.1016/j.asoc.2024.111706160(111706)Online publication date: Jul-2024
https://doi.org/10.1016/j.asoc.2024.111706
Tan SJiang YNgo C(2014)Placing Videos on a Semantic Hierarchy for Search Result NavigationACM Transactions on Multimedia Computing, Communications, and Applications10.1145/257839410:4(1-20)Online publication date: 4-Jul-2014
https://dl.acm.org/doi/10.1145/2578394
Ngo CTan S(2012)Digital Media ArchivalMultimedia Image and Video Processing, Second Edition10.1201/b11716-18(345-363)Online publication date: 5-Mar-2012
https://doi.org/10.1201/b11716-18
Chu WHuang CCheng WBerrani SMessina ADe Sutter RSatoh S(2011)News story clustering from both what and how aspectsProceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services10.1145/2072552.2072555(7-12)Online publication date: 1-Dec-2011
https://dl.acm.org/doi/10.1145/2072552.2072555
Xu LMa QYoshikawa M(2010)Exploring Special Items in Multimedia News Based on a Stakeholder ModelProceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 0110.1109/WI-IAT.2010.163(452-455)Online publication date: 31-Aug-2010
https://dl.acm.org/doi/10.1109/WI-IAT.2010.163
Ogawa ATakahashi TIde IMurase H(2008)Cross-lingual retrieval of identical news events by near-duplicate video segment detectionProceedings of the 14th international conference on Advances in multimedia modeling10.5555/1785794.1785826(287-296)Online publication date: 9-Jan-2008
https://dl.acm.org/doi/10.5555/1785794.1785826
Ogawa ATakahashi TIde IMurase H(2008)Cross-Lingual Retrieval of Identical News Events by Near-Duplicate Video Segment DetectionAdvances in Multimedia Modeling10.1007/978-3-540-77409-9_27(287-296)Online publication date: 2008
https://doi.org/10.1007/978-3-540-77409-9_27
Sakai TUehara TShimomori TKoyama MFukui M(2007)Pic-A-TopicLarge Scale Semantic Access to Content (Text, Image, Video, and Sound)10.5555/1931390.1931392(1-20)Online publication date: 30-May-2007
https://dl.acm.org/doi/10.5555/1931390.1931392
Iyota TYanai K(2007)The Photo News Flusher: A Photo-News Clustering BrowserAdvances in Multimedia Information Processing – PCM 200710.1007/978-3-540-77255-2_60(462-466)Online publication date: 2007
https://doi.org/10.1007/978-3-540-77255-2_60
Xiao Wu Chong-Wah Ngo Qing Li (2006)Threading and autodocumenting news videos: a promising solution to rapidly browse news topicsIEEE Signal Processing Magazine10.1109/MSP.2006.162144923:2(59-68)Online publication date: Mar-2006
https://doi.org/10.1109/MSP.2006.1621449
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Estimation of the Representative Story Transition in a Chronological Semantic Structure of News Topics

Threading stories and generating topic structures in news videos across different sources

An Effective Algorithm of News Topic Tracking

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