Introduction: special issue of selected papers from ACML 2014.

An introduction is presented in which the editor discusses various reports within the issue on topics including the passive-aggressive active (PAA) learning algorithms, the combination of authors, citation network and contents in a single bibliographic model, and the support vector machine (SVM).