Invention Grant
- Patent Title: Method and system for active learning screening process with dynamic information modeling
- Patent Title (中): 主动学习筛选过程与动态信息建模的方法与系统
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Application No.: US12234219Application Date: 2008-09-19
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Publication No.: US08126826B2Publication Date: 2012-02-28
- Inventor: Victor J. Pollara , Joseph Lau , Christopher H. Schmid
- Applicant: Victor J. Pollara , Joseph Lau , Christopher H. Schmid
- Applicant Address: US VA Falls Church
- Assignee: Noblis, Inc.
- Current Assignee: Noblis, Inc.
- Current Assignee Address: US VA Falls Church
- Agency: Finnegan, Henderson, Farabow, Garrett & Dunner, L.L.P.
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06N5/02

Abstract:
Systems and methods consistent with the present invention improve manual screening processes for a group of documents by implementing an active learning screening process with dynamic information modeling. A classification algorithm is trained to recognize the relationships between concept tags applied to a subset of the documents and true or correct utility or relevance ratings applied to the subset of documents. Once adequately trained using several subsets of documents, the classification algorithm may be applied to the entire group of documents, screening out documents that are not relevant or important.
Public/Granted literature
- US20090083200A1 METHOD AND SYSTEM FOR ACTIVE LEARNING SCREENING PROCESS WITH DYNAMIC INFORMATION MODELING Public/Granted day:2009-03-26
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