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DOCUMENT ANALYSIS SYSTEM THAT USES MACHINE LEARNING TO PREDICT SUBJECT MATTER EVOLUTION OF DOCUMENT CONTENT
DOCUMENT ANALYSIS SYSTEM THAT USES MACHINE LEARNING TO PREDICT SUBJECT MATTER EVOLUTION OF DOCUMENT CONTENT
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机译:利用机器学习预测主题内容演变的文档分析系统
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摘要
A method includes performing, by a processor: receiving a document containing subject matter related to a course of action, the document comprising a plurality of sub-documents that are related to one another in a time sequence, converting the document to a vector format to generate a vectorized document that encodes a probability distribution of words in the document and transition probabilities between words, applying a machine learning algorithm to the vectorized document to generate an estimated vectorized document, associating the estimated vectorized document with a reference document; predicting future subject matter contained in a future sub-document of the document based on the reference document, and adjusting the course of action responsive to predicting the future subject matter.
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