ExtMiner : Combining multiple ranking and clustering algorithms for structured document retrieval

Nurminen, Miika; Honkaranta, Anne; Kärkkäinen, Tommi

doi:10.1109/DEXA.2005.91

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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

Julkaistu sarjassa

Integrating Data Mining, Databases and Information Retrieval (IDDI) '05 Workshop.

Tekijät

Nurminen, Miika |

Honkaranta, Anne |

Kärkkäinen, Tommi

Päivämäärä

2005

Oppiaine

Tietotekniikka Mathematical Information Technology

Tekijänoikeudet

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.

Julkaisija

IEEE Computer Society

Emojulkaisun ISBN

0-7695-2424-9

Kuuluu julkaisuun

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

ISSN Hae Julkaisufoorumista

1529-4188

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