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@article{ART001381251},
author={Han, Seung Hee},
title={A Comparative Study on Clustering Methods for Grouping Related Tags},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2009},
volume={43},
number={3},
pages={399-416},
doi={10.4275/KSLIS.2009.43.3.399}

TY - JOUR
AU - Han, Seung Hee
TI - A Comparative Study on Clustering Methods for Grouping Related Tags
JO - Journal of the Korean Society for Library and Information Science
PY - 2009
VL - 43
IS - 3
PB - 한국문헌정보학회
SP - 399
EP - 416
SN - 1225-598X
AB - In this study, clustering methods with related tags were discussed for improving search and exploration in the tag space. The experiments were performed on 10 Delicious tags and the strongly-related tags extracted by each 300 documents, and hierarchical and non-hierarchical clustering methods were carried out based on the tag co-occurrences. To evaluate the experimental results, cluster relevance was measured. Results showed that Ward's method with cosine coefficient, which shows good performance to term clustering, was best performed with consistent clustering tendency. Furthermore, it was analyzed that cluster membership among related tags is based on users' tagging purposes or interest and can disambiguate word sense. Therefore, tag clusters would be helpful for improving search and exploration in the tag space.
KW - Tag Clustering;Term Clustering;Related Tags;Tag-based Retrieval
DO - 10.4275/KSLIS.2009.43.3.399
ER -

Han, Seung Hee. (2009). A Comparative Study on Clustering Methods for Grouping Related Tags. Journal of the Korean Society for Library and Information Science, 43(3), 399-416.

Han, Seung Hee. 2009, "A Comparative Study on Clustering Methods for Grouping Related Tags", Journal of the Korean Society for Library and Information Science, vol.43, no.3 pp.399-416. Available from: doi:10.4275/KSLIS.2009.43.3.399

Han, Seung Hee "A Comparative Study on Clustering Methods for Grouping Related Tags" Journal of the Korean Society for Library and Information Science 43.3 pp.399-416 (2009) : 399.

Han, Seung Hee. A Comparative Study on Clustering Methods for Grouping Related Tags. 2009; 43(3), 399-416. Available from: doi:10.4275/KSLIS.2009.43.3.399

Han, Seung Hee. "A Comparative Study on Clustering Methods for Grouping Related Tags" Journal of the Korean Society for Library and Information Science 43, no.3 (2009) : 399-416.doi: 10.4275/KSLIS.2009.43.3.399

Han, Seung Hee. A Comparative Study on Clustering Methods for Grouping Related Tags. Journal of the Korean Society for Library and Information Science, 43(3), 399-416. doi: 10.4275/KSLIS.2009.43.3.399

Han, Seung Hee. A Comparative Study on Clustering Methods for Grouping Related Tags. Journal of the Korean Society for Library and Information Science. 2009; 43(3) 399-416. doi: 10.4275/KSLIS.2009.43.3.399

Han, Seung Hee. A Comparative Study on Clustering Methods for Grouping Related Tags. 2009; 43(3), 399-416. Available from: doi:10.4275/KSLIS.2009.43.3.399

Han, Seung Hee. "A Comparative Study on Clustering Methods for Grouping Related Tags" Journal of the Korean Society for Library and Information Science 43, no.3 (2009) : 399-416.doi: 10.4275/KSLIS.2009.43.3.399