A4 Article in conference proceedings
ExtMiner : Combining multiple ranking and clustering algorithms for structured document retrieval (2005)


Nurminen, M., Honkaranta, A., & Kärkkäinen, T. (2005). ExtMiner : Combining multiple ranking and clustering algorithms for structured document retrieval. In Sixteenth International Workshop on Database and Expert Systems Applications (DEXA). 22-26 Aug. 2005, Copenhagen, Denmark. (pp. 1036-1040). IEEE Computer Society. Integrating Data Mining, Databases and Information Retrieval (IDDI) '05 Workshop.. https://doi.org/10.1109/DEXA.2005.91


JYU authors or editors


Publication details

All authors or editors: Nurminen, Miika; Honkaranta, Anne; Kärkkäinen, Tommi

Parent publication: Sixteenth International Workshop on Database and Expert Systems Applications (DEXA). 22-26 Aug. 2005, Copenhagen, Denmark.

ISBN: 0-7695-2424-9

Journal or series: Integrating Data Mining, Databases and Information Retrieval (IDDI) '05 Workshop.

ISSN: 1529-4188

Publication year: 2005

Pages range: 1036-1040

Publisher: IEEE Computer Society

Place of Publication: Los Alamitos, CA

Publication country: Denmark

Publication language: English

DOI: https://doi.org/10.1109/DEXA.2005.91

Persistent website address: http://dx.doi.org/10.1109/DEXA.2005.91

Publication open access: Not open

Publication channel open access:

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/36945


Abstract

This paper introduces ExtMiner, a platform and potential tool for information management in SMEs (small & medium-size enterprise), or for organizational workgroups. ExtMiner supports interactive and iterative clustering of documents. It provides users with a visual cluster and list views at the same time, supporting iterative search process. ExtMiner may also be applied as a platform for research on retrieval fusion, since it combines search, clustering and visualization algorithms. ExtMiner was evaluated with three document collections. Although the findings were encouraging the user interface and performance with large document repositories need further development.


Keywords: XML

Free keywords: Document retrieval; document clustering

Fields of science:


Contributing organizations


Ministry reporting: Yes

Preliminary JUFO rating: Not rated


Last updated on 2021-09-08 at 13:04