USE OF A BULK-EMAIL FILTER WITHIN A SYSTEM FOR CLASSIFYING MESSAGES FOR URGENCY OR IMPORTANCE

Patent №

US 7,565,403

Granted

2009-07-21

Filed 2003

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10609818

The present invention relates to a system and method to facilitate efficient and automated processing of messages. A bulk filter is provided to categorize one or more received messages according to a range of classification, the range spanning from at least a bulk classification of values to at least a non-bulk classification of values. A second filter is provided to further classify the received messages in order to automatically facilitate processing of the messages. The range of classification includes a continuum of values based on a likelihood that the received messages are determined to tend toward or fall within the bulk classification of values or toward/within the non-bulk classification of values. Also, the bulk filter or filters can include an adjustable threshold setting to determine or define differences between the bulk classifications and the non-bulk classifications. Various combinations of filters are possible including multiple filter arrangements, parallel arrangements, cascaded arrangements, and other arrangements to facilitate filtering and sorting of messages in order that users can more efficiently process such information in a timely manner. Applications include the enhancement of classification procedures for identifying urgent or important email from non-urgent or non-important email, with the combination of bulk-email filters with urgency or importance filters in cascaded and parallel filtering methodologies.

Machine learningNatural languageKnowledge representationPlanningG05B 19/404G06Q 10/107H04L 51/212H04L 51/224H04L 51/56H04L 67/12H04L 67/306H04L 67/51+11 more

AI classification

Knowledge representation1.00
Planning1.00
Natural language0.93
Machine learning0.84
Evolutionary computation0.01
AI hardware0.01
Vision0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 142580290

Assignors

HORVITZ, ERIC J., APACIBLE, JOHNSON T.

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

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