Princu00ecpios and methods to customize feeds of news, through an analysis of the dynamics of news and information

摘要

"Princu00ecpios and methods to customize feeds of news, through an analysis of the novelty and the dynamics of information".A system and a method are provided to filter pattern of temporal information, such as news stories by statistical measures of novelty of information.Several techniques may be applied to particularize the news feeds or other types of information, on the basis of the information that a user has already reviewed.Methods to analyze the novelty of information are provided along with a system that customizes and filters the information to users.For identification of the novelty of stories in the context of the stories that had already been revised.The system employs algorithms for the analysis of novelty, which represent items such as a bag of words and designated entities.The algorithms analyze the dynamics between the documents and the documents themselves, considering how the information evolve with time from article to article, as well as within individual articles.