Real-Time Full-Text Clustering of Networked Documents

Mehran Sahami, Salim Yusufali, Michelle Q. W. Baldonado

With the recent explosion of available on-line information, there is an enormous need for methods that allow users to easily access this information. We address this problem with a system, named SONIA (Service for Organizing Networked Information Autonomously), which enables topicad information space navigation by employing machine learning to create dynamic document categorizations based on the fulltext of articles that are germane to users’ queries.

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