Automatically Generating Term Frequency Induced Taxonomies
K. Narasimha Murthy, Tanveer Afzal Faruquie, L. Venkata Subramaniam, Hima Prasad K, Mukesh Mohania · 2010
We propose a novel method to automatically acquire a term-frequency-based taxonomy from a corpus using an unsupervised method. A term-frequency-based taxonomy is useful for application domains where the frequency with which terms occur on their own and in combination with other terms imposes a natural term hierarchy. We highlight an application for our approach and demonstrate its effectiveness and robustness in extracting knowledge from real-world data. 1