ANALYZING THE ABILITY TO FIND TEXTUAL CONTENT

Patent №

US 7,792,830

Granted

2010-09-07

Filed 2006

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · nlp · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11461464

A method and system for analyzing a document set (202, 420) are provided. The method includes determining a set of terms (312) from the terms of the document set that minimizes a distance measurement (405) from the given set of documents (420). The method includes using a greedy algorithm to build the set of terms incrementally, at each stage finding a single word that is closest to the document set (202, 420). The set of terms is evaluated to assess the ability to find the document set (202, 420). The set of terms are compared with expected terms to evaluate the ability to find the document set (202, 420). A measure of the ability to find a document set (202, 420) is provided by computing a distance measure (403) between a document set and an entire collection.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation0.98
Planning0.46
AI hardware0.43
Evolutionary computation0.36
Vision0.08
Speech0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 183690128

Assignors

CARMEL, DAVID, DARLOW, ADAM, FINE, SHAI, PELLEG, DAN, YOM-TOV, ELAD

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

From the same owner

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