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
Contributing organizations
Ministry reporting: Yes
Preliminary JUFO rating: Not rated
