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Resources for today’s lecture

  • IIR 14

  • Fabrizio Sebastiani. Machine Learning in Automated Text Categorization. ACM Computing Surveys, 34(1):1-47, 2002.

  • Yiming Yang & Xin Liu, A re-examination of text categorization methods. Proceedings of SIGIR, 1999.

  • Trevor Hastie, Robert Tibshirani and Jerome Friedman, Elements of Statistical Learning: Data Mining, Inference and Prediction. Springer-Verlag, New York.

  • Open Calais: Automatic Semantic Tagging

    • Free (but they can keep your data), provided by Thompson/Reuters

  • Weka: A data mining software package that includes an implementation of many ML algorithms


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