METHODS FOR ITERATIVELY AND INTERACTIVELY PERFORMING COLLECTION SELECTION IN FULL TEXT SEARCHES

Patent №

US 6,018,733

Granted

2000-01-25

Filed 1997

Owner

INFOSEEK CORPORATION

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08928543

A method of selecting the likely most relevant database collections for document searching based on an ad hoc query where each of the databases includes a plurality of documents. Iterative collection selection processing of the databases is performed to obtain consistent relative-ranking collection selection results for each iteration. The method uses a collection selection query and performs the repetitive steps of determining an inverse collection frequency and a document frequency for each database; determining a ranking value for each database; selecting a subset of the set of databases based on predetermined criteria dependant on the ranking value for each the database. The method provides for automated and manual descriptions, boolean selection terms combined with soft terms, and uses term proximity, capitalization, phraseology and other information in establishing a relevance ranking of the collections with respect to the ad hoc query.

Machine learningNatural languageKnowledge representationPlanningG06F 16/30Y10S 707/99931Y10S 707/99933Y10S 707/99934Y10S 707/99935Y10S 707/99943

AI classification

Natural language1.00
Knowledge representation1.00
Planning0.98
Machine learning0.95
Evolutionary computation0.25
AI hardware0.10
Speech0.01
Vision0.00

Ownership

INFOSEEK CORPORATION

assignment · 88030878

Assignors

KIRSCH, STEVEN T., CHANG, WILLIAM I.

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

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