Computer-based method and system for efficient categorizing...

Details Computer-based method and system for efficient categorizing... Computer-based method and system for efficient categorizing...

2007-10-05

2010-11-23

Starks, Jr., Wilbert L (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

C706S045000

Reexamination Certificate

active

07840521

ABSTRACT:
A method, system and computer-readable medium are presented for computer-based supervised classification of digital documents that can exclusively identify an optimal category for the single class model by dividing a calculated score of each category into groups (thresholds can be automatically decided from the knowledge base) and can further predict whether it will be subjected to human examination and whether feedback learning should be performed.

REFERENCES:
patent: 2004046621 (2004-12-01), None
Wang, A Machine Learning System for Understanding Appraisal in Design Documents, Doctoral Thesis, University of Sydney, 2006, pp. 1-53.
K. Aoki; “Method for Efficient Machine-Learning Classification of Multiple Text Categories”; U.S. Appl. No. 11/867,955, filed Oct. 10, 2007.

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