New event theme extraction method
An extraction method and technology of new events, applied in the field of network information, can solve the problems of huge resource expenditure, professional quality, poor performance of new data models, etc., and achieve the effect of simple method and accurate expression.
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[0026] In the embodiment of the present invention, the process of realizing new event theme extraction includes the following steps:
[0027] Step 1: Obtain the news event text data stream according to the event keywords, and construct the news event text data set according to the obtained news event text data stream. Each record in the text includes the event type label of the news text and the specific text description of the event. And the news event text data set is divided into training set Train, verification set Val and test set Test, specifically:
[0028] Step 1.1: Determine the keywords of specific news events according to the acquisition requirements of news event text data;
[0029] Step 1.2: For the determined news event keywords, build a data crawler system based on the Scrapy framework to obtain the news event text data link through the Baidu search engine, and obtain the news event text data stream;
[0030] Step 1.3: Standardize the text content of the obtain...
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