News clustering based on semantic analysis can yield information on how actively different topics are discussed and if any kind of judgment takes place. Thus a valid representation of the “world views” can be achieved. Thin in turn fosters situation awareness among the public that is proving to be critical for crisis management such as Covid-19,
Net Info has provided news articles with the purpose of performing semantic clustering analysis in order to provide a better representation for certain topics. The stage is free for vector space models, k-means variations, generative algorithms, spectral algorithms, dimensionality reduction methods and phrase-based methods.