Systems and methods for authoritativeness grading, estimation and sorting of documents in large heterogeneous document collections

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United States of America Patent

PATENT NO 7167871
SERIAL NO

10232714

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Abstract

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Systems and methods for determining the authoritativeness of a document based on textual, non-topical cues. The authoritativeness of a document is determined by evaluating a set of document content features contained within each document to determine a set of document content feature values, processing the set of document content feature values through a trained document textual authority model, and determining a textual authoritativeness value and/or textual authority class for each document evaluated using the predictive models included in the trained document textual authority model. Estimates of a document's textual authoritativeness value and/or textual authority class can be used to re-rank documents previously retrieved by a search, to expand and improve document query searches, to provide a more complete and robust determination of a document's authoritativeness, and to improve the aggregation of rank-ordered lists with numerically-ordered lists.

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Patent Owner(s)

  • XEROX CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Francine R Menlo Park, CA 43 3554
Farahat, Ayman O San Francisco, CA 12 1427
Mathis, Charles R Stanford, CA 3 148
Nunberg, Geoffrey D San Francisco, CA 6 334

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