“Pharmaceutical Solids” discusses scientific principles associated with pharmaceutical solids useful to practitioners in validation and compliance. We intend this column to help the understanding of principles associated with pharmaceutical solids and to be a useful resource for daily work applications. Enhanced process understanding is an important objective of the quality-by-design initiative...

On-line news agents provide commenting facilities for readers to express their views with regard to news stories. The number of user supplied comments on a news article may be indicative of its importance or impact. We report on exploratory work that predicts the comment volume of news articles prior to publication using five feature sets. We address the prediction task as a two stage classific...

Political blogs as a form of social media allow for an uniquely interactive form of political discourse. This is especially evident in focused blogs with a strong ideological identity. We investigate techniques to identify topics within the context of the community, which when discussed in a blog post evoke a discernible positive or negative collective opinion from readers who respond to posts ...

“Statistical Viewpoint” addresses principles of statistics useful to practitioners in compliance and validation. We intend to present these concepts in a meaningful way so as to enable their application in daily work situations. Reader comments, questions, and suggestions are needed to help us fulfill our objective for this column. Suggestions for future discussion topics or questions to be add...

In the age of technology, data is critical. The on internet formless and poorly organized. concept text summarization introduced in order to convert summaries. Text process extracting useful information from raw without diluting main theme data. Today’s readers must contend with task reading comments, reviews, news articles, blogs other forms informal noisy communication. It difficult retrieve ...

Media reporting of science has consequences for public debates on the ethics of research. Accordingly, it is crucial to understand how the sciences of the brain and the mind are covered in the media, and how coverage is received and negotiated. The authors report here their sociological findings from a case study of media coverage and associated reader comments of an article ('Does bilingualism...