The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
Feature extraction is the important prerequisite of classifying text effectively and automatically. The TF-IDF algorithm is widely used to express the text feature weight. But it can't reflect the dispersion information of category, and then can't reflect the difference between categories. TF-IDF works poorly in the power field, because the focus point and expression of news texts vary a great deal...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.