Grouping news events using semantic representations of hierarchical elements of articles and named entities

Display Omitted Document clustering refers to the task of grouping similar documents and segregating dissimilar documents. It is very useful to find meaningful categories from a large corpus. In practice, the task to categorize a corpus is not so easy, ...

The Web is overcrowded with news articles, an overwhelming information source both with its amount and diversity. Document clustering is a powerful technique that has been widely used for organizing data into smaller and manageable information kernels. ...

Document clustering is an attractive field that interests increasingly the research community, and so giving rise to several clustering algorithms. In addition to this, document collections are expanding continuously which limits the traditional and ...