A case study that demonstrates the practical application of text mining methods in R to identify similarities between roles.
• How text mining methods can be used to identify similarities between documents
• Similarities between job descriptions may be used to identify unique career opportunities
• A lot of passive data sources exist within HR, particularly text based
• Applying machine learning techniques in novel ways may facilitate better HR outcomes