METHOD FOR CHARACTERIZING A DOCUMENT SET USING EVALUATION SURROGATES

Patent №

US 5,774,888

Granted

1998-06-30

Filed 1996

Owner

INTEL CORPORATION

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08778212

A method is provided for determining the relevance of a document to one or more topics, each of which is specified by a topic profile. The document is tokenized into a stream of document tokens and compound terms specified in the topic profiles are identified among the document tokens. The stream of document tokens is augmented for each identified compound term with a tagged compound term token specified in the topic profile. The augmented stream of document tokens is stopped to eliminate tokens representing common terms, redundant terms, and selected terms associated with tagged tokens. A similarity function is calculated between the resulting document representation and each of the topic profiles to provide an evaluation surrogate that includes measures of relevance the document to each of the topic profiles.

AI classification

Natural language1.00
Vision1.00
Knowledge representation1.00
AI hardware0.98
Machine learning0.95
Planning0.84
Speech0.00
Evolutionary computation0.00

Ownership

INTEL CORPORATION

assignment · 84210878

Assignors

LIGHT, JOHN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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