Qualitative system for determining fake news, qualitative method for determining fake news, and computer-readable medium having a program recorded therein for executing the same

摘要

The qualitative fake news determination system of the present invention includes a user terminal and a server capable of communicating with the user terminal, and the server uses a data scraping technology to provide real news, fake news, and sources of each news. An information collection unit that collects news information including information; An estimating unit for grouping the news based on the similarity between the news and estimating a sharing pattern by analyzing the source information for each group; A probability value calculating unit that predicts a proportion of the fake news for each group based on the sharing pattern and the source information; A data set generator configured to generate a training data set by classifying each news into one or more classes based on the ratio; A database storing the training data set; An artificial intelligence processing device for generating an artificial intelligence model by performing machine learning based on the training data set; And a request input unit that receives a request for determining fake news from the user terminal, wherein the artificial intelligence model is used to calculate a probability that the news displayed on the user terminal is fake, according to which, In the process of creating, sharing, and disseminating news, you can understand the impact of fake news on the Internet ecosystem, while providing insights on how to block or reduce fake news, and judge fake news.