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METHOD, ELECTRONIC APPARATUS, AND COMPUTER READABLE STORAGE MEDIUM FOR IDENTIFYING COMPANY AS SUBJECT OF NEWS REPORT

机译:方法,电子设备和计算机可读存储介质,用于识别公司的新闻报道

摘要

A method for identifying a company as the subject of a news report, the method comprising steps of: performing, by means of a predetermined training model, iterative training on collected training samples, and extracting feature information of the training samples (S31); acquiring a news document to undergo prediction, identifying a company name in the news document to undergo prediction, and calculating, according to the extracted feature information of the training samples, a probability that the news document to undergo prediction is a first type of news and a probability that the news document to undergo prediction is a second type of news, respectively (S32); and determining, according to values of the calculated probabilities of the news document being the first type of news or the second type of news, whether the identified company name in the news document to undergo prediction is a first company name type or a second company name type (S33). The present invention can improve the accuracy of identifying a company as the subject of a news report.
机译:一种用于将公司识别为新闻报道的主题的方法,该方法包括以下步骤:借助于预定的训练模型,对收集的训练样本进行迭代训练,并提取训练样本的特征信息(S31);获取要进行预测的新闻文档,确定要进行预测的新闻文档中的公司名称,根据提取的训练样本的特征信息,计算出要进行预测的新闻文档为第一类新闻的概率;被预测的新闻文档分别是第二种新闻的概率(S32);根据计算出的新闻文件为第一类新闻或第二类新闻的概率值,确定新闻文件中经过预测的公司名称是第一公司名称类型还是第二公司名称类型(S33)。本发明可以提高将公司识别为新闻报道的主题的准确性。

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