DETERMINING CONTENT PRICES FROM JOURNALIST METADATA

摘要

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for obtaining, from a content management system, a plurality of articles and respective information for each article in the plurality of articles; obtaining, for the journalist of each article, respective metadata of the journalist, wherein the respective metadata comprises at least an influence metric of the journalist; processing, for each article, the respective information and the respective metadata of the journalist of the article as training data to train a regression model; and providing a first article and metadata of an journalist of the first article as inputs to the regression model and determining, with the regression model, using one or more computers of the content management system, an initial price of the first article.

主权项

1. A method, comprising:
obtaining, from a content management system, a plurality of articles and respective information for each article in the plurality of articles, wherein the respective information comprises at least a respective journalist who authored the article, a respective price of the article, a respective user purchasing metric for the journalist, and a respective user purchasing metric for topics covered by the article; obtaining, for the journalist of each article, respective metadata of the journalist, wherein the respective metadata comprises at least an influence metric of the journalist; processing, for each article, the respective information and the respective metadata of the journalist of the article as training data to train a regression model; and providing a first article and metadata of an journalist of the first article as inputs to the regression model and determining, with the regression model, using one or more computers of the content management system, an initial price of the first article.