DOCUMENT CLASSIFICATION FILTER FOR SEARCH QUERIES

Patent №

US 11,036,764

Granted

2021-06-15

Filed 2017

Owner

PARALLELS INTERNATIONAL GMBH

Lab

AI components

5

ml · nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15405143

A document classifier, executed by a processing device, groups a plurality of stored documents using machine learning to create a plurality clusters that each include documents having similar characteristics. The document classifier further determines a document classification for each of the plurality of clusters based on a subset of the documents in each respective cluster. In addition, the document classifier associates a determined document classification with each of the plurality of documents, wherein resulting classifications of documents are used to filter search results in response to queries of end users.

Machine learningNatural languageVisionKnowledge representationPlanningG06F 16/285G06F 16/906G06F 16/245G06F 16/93G06N 7/01G06N 20/00

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Planning0.88
Vision0.69
Evolutionary computation0.49
AI hardware0.45
Speech0.00

Ownership

PARALLELS INTERNATIONAL GMBH

assignment · 409680853

Assignors

ZELENOV, ANTON, DOBROVOLSKIY, NIKOLAY, BELOUSSOV, SERGUEI M.

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

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