Invention Grant
US08126826B2 Method and system for active learning screening process with dynamic information modeling 有权
主动学习筛选过程与动态信息建模的方法与系统

Method and system for active learning screening process with dynamic information modeling
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.
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