How to predict explicit recommendations in online reviews using text mining and sentiment analysis

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.2K citations

Engineering, Machine Learning, Critical Review +18

The Effect of Word of Mouth on Sales: Online Book Reviews

Judith A. Chevalier, Dina Mayzlin · Journal of Marketing Research · 2006 · 5.8K citations

Marketing, Customer Satisfaction, Online Book Reviews +15

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.6K citations

Evolutionary Data Mining, Top 10, Machine Learning +7

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · arXiv (Cornell University) · 2011 · 5.2K citations · Full text

Semantic Role Labeling, Engineering, Tagging +16

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2011 · 4K citations · Full text