A transduction-based approach to fuzzy clustering, relevance ranking and cluster label generation on web search results

@article{Matsumoto2011ATA,
  title={A transduction-based approach to fuzzy clustering, relevance ranking and cluster label generation on web search results},
  author={Takazumi Matsumoto and Edward Hung},
  journal={Journal of Intelligent Information Systems},
  year={2011},
  volume={38},
  pages={419-448}
}
This paper details a modular, self-contained web search results clustering system that enhances search results by (i) performing clustering on lists of web documents returned by queries to search engines, and (ii) ranking the results and labeling the resulting clusters, by using a calculated relevance value as a degree of membership to clusters. In addition, we demonstrate an external evaluation method based on precision for comparing fuzzy clustering techniques, as well as internal measures… CONTINUE READING