Kazunari Sugiyama, Manabu Okumura
2007 Proceedings of the 4th International Workshop on Semantic Evaluations - SemEval '07   unpublished
Most of the previous works that disambiguate personal names in Web search results employ agglomerative clustering approaches. However, these approaches tend to generate clusters that contain a single element depending on a certain criterion of merging similar clusters. In contrast to such previous works, we have adopted a semisupervised clustering approach to integrate similar documents into a labeled document. Moreover, our proposed approach is characterized by controlling the fluctuation of
more » ... e centroid of a cluster in order to generate more accurate clusters.
doi:10.3115/1621474.1621543 fatcat:ubj46fcyife7nl7hvw5wm7gd4u