With the argument that a piece of news often describes one or several events which could be represented as a collection of elements, this study extracts news elements as enti- ties, actions and nouns from news titles and texts, with respect to their tf-idf scores.
the tf-idf is a well recognized tool to measure the importance of a word/phrase inside the document and to extract the representative elements at the document level.