DPADM 2012 - International Workshop on Discrimination and Privacy-Aware Data Mining

The workshop focuses on preserving anonymity and privacy in data mining with an emphasis on preventing intentional or unintentional discrimination in automated decision making. Data on which models are built may be biased, corrupted or systematically missing, or the process of analysing data may be biased. As a result, inappropriately built data driven models may systematically discriminate, breach anonymity and privacy. The workshop will discuss recent advances in handling those issues.