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SOMLib: a digital library system based on neural networks

Published: 01 August 1999 Publication History

Abstract

No abstract available.

References

[1]
T. Honkela, S. Kaski, K. Lagus, and T. Kohonen. WEB- SOM - Self-organizing maps of document collections. In Proc. Workshop on Self-Organizing Maps (WSOM97), Espoo, Finland, 1997.
[2]
T. Kohonen. Self-Organizing Maps. Springer Verlag, Berlin, Germany, 1995.
[3]
D. Merkl and A. Rauber. Uncovering associations between documents. In Proc. International Joint Conference on Artificial Intelligence (HCAI99), Stockholm, Sweden, 1999.
[4]
A. Rauber. LabelSOM: On the labeling of selforganizing maps. In Proc. International Joint Conference on Neural Networks, Washington, DC, 1999.
[5]
A. Rauber and D. Merkl. Creating an order in distributed digital libraries by integrating independent selforganizing maps. In Proc. Int' 1 Conf. on Artificial Neural Networks (ICANN'98), Sk6vde, Sweden, 1998.
[6]
G. Salton. Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer. Addison-Wesley, Reading, MA, 1989.

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Published In

cover image ACM Conferences
DL '99: Proceedings of the fourth ACM conference on Digital libraries
August 1999
274 pages
ISBN:1581131453
DOI:10.1145/313238
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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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 August 1999

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Author Tags

  1. distributed digital libraries
  2. document clustering
  3. self-organizing map
  4. visualization

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DL99
DL99: Digital Libraries'99
August 11 - 14, 1999
California, Berkeley, USA

Acceptance Rates

DL '99 Paper Acceptance Rate 23 of 114 submissions, 20%;
Overall Acceptance Rate 95 of 346 submissions, 27%

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  • (2019)Matching Graph, a Method for Extracting Parallel Information from Comparable CorporaACM Transactions on Asian and Low-Resource Language Information Processing10.1145/332971319:1(1-29)Online publication date: 25-Jul-2019
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  • (2012)A probabilistic relational model for keyword extraction2012 International Conference on Statistics in Science, Business and Engineering (ICSSBE)10.1109/ICSSBE.2012.6396532(1-5)Online publication date: Sep-2012
  • (2010)Self-Organizing Maps Applied to Information Retrieval of Dissertations and Theses from BDTD-UFPEProceedings of the 2010 Eleventh Brazilian Symposium on Neural Networks10.1109/SBRN.2010.14(31-36)Online publication date: 23-Oct-2010
  • (2010)Mining a web citation database for document clusteringApplied Artificial Intelligence10.1080/0883951025290646216:4(283-302)Online publication date: 30-Nov-2010
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