Optimal taxonomy layer selection method
作者： Chiranjit Acharya
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摘要: A computerized method of representing a dataset with an optimal layer taxonomy includes obtaining including hierarchical arrangement layers, wherein each represents cluster set containing at least one cluster, record within dataset; identifying range layers based on measure intra-cluster homogeneity the taxonomy; selecting identified as taxonomy, being inter-cluster heterogeneity between clusters range; and labeling taxonomy.
lens.org 参考文章(12)
J.W.T. Lee, D.S. Yeung, C. Hui-Chan, Sing-Fai Tam, Order invariant hierarchical clustering systems, man and cybernetics. ,vol. 2, pp. 497- 502 ,(2002) , 10.1109/ICSMC.2002.1173462
Tal Rubenczyk, Yaacov Choueka, Oren Hod, Assaf Roth, Nachum Dershowitz, Michael Flor, Search engine method and apparatus ,(2004)
Jerome Bellegarda, Wayne Loofbourrow, Method and apparatus for automatic file clustering into a data-driven, user-specific taxonomy ,(2004)
Krishna Prasad Chitrapura, Raghuram Krishnapuram, Sachindra Joshi, Method and apparatus for populating a predefined concept hierarchy or other hierarchical set of classified data items by minimizing system entrophy ,(2002)
Jianchang Mao, Chistina Chung, Sumit Taank, Luk Alpha, A method and system for naming a cluster of words and phrases ,(2003)
Christopher B Weare, Automated taxonomy generation ,(2004)
Frederick S. M. Herz, System and method for providing customized electronic newspapers and target advertisements ,(1997)
Jack G. Conrad, Khalid Al-Kofahi, Ying Zhao, George Karypis, Effective document clustering for large heterogeneous law firm collections international conference on artificial intelligence and law. pp. 177- 187 ,(2005) , 10.1145/1165485.1165513
Kevin de Queiroz, Jacques Gauthier, Phylogeny as a Central Principle in Taxonomy: Phylogenetic Definitions of Taxon Names Systematic Biology. ,vol. 39, pp. 307- 322 ,(1990) , 10.2307/2992353