Use various add-ons available within Orange to mine data from external data sources, perform natural language processing and text mining, conduct network analysis, infer frequent itemset and do association rules mining. Additionally, bioinformaticians and molecular biologists can use Orange to rank genes by their differential expression and perform enrichment analysis.
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The Unit for Natural Language Processing  of the Insight Centre for Data Analytics  at the National University of Ireland, Galway , invites applications for two PhD positions in Natural Language Processing and Linked Data. The positions are associated with the SFI funded research program on Text Mining with Linked Data. Candidates should preferably have a Masters degree in a relevant field of study with an emphasis on areas such as text mining, natural language processing, computational linguistics, machine learning etc. Please send your application, including CV and a research proposal of up to two pages (both in PDF only) before the closing date of April 25th, 2016 to Dr. Paul Buitelaar at firstname.lastname@example.org
Text-mining software is one of the front-line tools that the government is now using to tease out valuable connections. These specialized search engines can quickly sift through mountains of unstructured text anything that's not carefully arranged in a database or spreadsheet and pull out the meaningful stuff. They can infer relationships within data that are not stated explicitly. It is something we do all the time automatically but is enormously complicated for computers. "We bridge the gap between information and action," says Barak Pridor, CEO of ClearForest, a text-mining company.