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Article

Topic detection and interest tracking in a dynamic online news source

Published: 27 May 2003 Publication History

Abstract

Digital libraries in the news domain may contain frequently updated data. Providing personalized access to such dynamic resources is an important goal. In this paper, we investigate the area of filtering online dynamic news sources based on personal profiles. We experimented with an intelligent news-sifting system that tracks topic development in a dynamic online news source. Vocabulary discovery and clustering are used to expose current news topics. User interest profiles, generated from explicit and implicit feedback are used to customize the news retrieval system's interface.

References

[1]
ClariNet. http://www.clarinet.com
[2]
Claypool, M., Le, P., Wased, M., & Brown, D. (2001). Implicit Interest Indicators. International Conference on Intelligent User Interfaces, 33--40.
[3]
Endres-Niggemeyer, B. (1998). SCISOR. In Summarizing Information (pp. 319--327). Berlin: Springer-Verlag.
[4]
Mostafa, J., Quiroga, L. M., & Palakal, M. (1998). Filtering Medical Documents Using Automated and Human Classification Methods. JASIS, 49(14), 1304--1318.
[5]
Watters, C., & Wang, H. (2000). Rating News Documents for Similarity. JASIS, 51(9), 793--804.

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  • (2018)Multiple developing news stories identified and tracked by social insects and visualized using the new galactic streams and concurrent streams metaphorsInternational Journal of Hybrid Intelligent Systems10.3233/HIS-14020312:1(27-39)Online publication date: 15-Dec-2018

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Published In

cover image ACM Conferences
JCDL '03: Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
May 2003
393 pages
ISBN:0769519393

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IEEE Computer Society

United States

Publication History

Published: 27 May 2003

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JCDL '03 Paper Acceptance Rate 54 of 216 submissions, 25%;
Overall Acceptance Rate 415 of 1,482 submissions, 28%

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  • (2018)Multiple developing news stories identified and tracked by social insects and visualized using the new galactic streams and concurrent streams metaphorsInternational Journal of Hybrid Intelligent Systems10.3233/HIS-14020312:1(27-39)Online publication date: 15-Dec-2018

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