Invention Grant
US08195588B2 System and method for training a critical e-mail classifier using a plurality of base classifiers and N-grams
有权
使用多个基本分类器和N-gram训练关键电子邮件分类器的系统和方法
- Patent Title: System and method for training a critical e-mail classifier using a plurality of base classifiers and N-grams
- Patent Title (中): 使用多个基本分类器和N-gram训练关键电子邮件分类器的系统和方法
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Application No.: US12080443Application Date: 2008-04-03
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Publication No.: US08195588B2Publication Date: 2012-06-05
- Inventor: Narendra Gupta , Mazin Gilbert
- Applicant: Narendra Gupta , Mazin Gilbert
- Applicant Address: US GA Atlanta
- Assignee: AT&T Intellectual Property I, L.P.
- Current Assignee: AT&T Intellectual Property I, L.P.
- Current Assignee Address: US GA Atlanta
- Main IPC: G06Q20/00
- IPC: G06Q20/00
Abstract:
Disclosed is a method and system for identifying critical emails. To identify critical emails, a critical email classifier is trained from training data comprising labeled emails. The classifier extracts N-grams from the training data and identifies N-gram features from the extracted N-grams. The classifier also extracts salient features from the training data. The classifier is trained based on the identified N-gram features and the salient features so that the classifier can classify unlabeled emails as critical emails or non-critical emails.
Public/Granted literature
- US20090254498A1 System and method for identifying critical emails Public/Granted day:2009-10-08
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