Explanations and Privacy in Intelligent Social Awareness Applications. Cassens, J., Kofod-Petersen, A., Petersen, S. A., & Divitini, M. In Roth-Berghofer, T. R., Schulz, S., Bahls, D., & Leake, D. B., editors, Proceedings of the 3rd International Workshop on Explanation-aware Computing – ExaCt 2008, pages 108–117, Patras, Greece, July, 2008.
Explanations and Privacy in Intelligent Social Awareness Applications [link]Paper  abstract   bibtex   
Explanations play an important part in the interaction with any intelligent system. This is particular important in context-aware and social awareness systems that regularly assume responsibility for a user and act proactively. Explanations are often generated using all available information. However, privacy issues in context-aware systems might dictate a limited distribution of information. The work presented here demonstrates how personal awareness-systems can fulfil different goals a user can have towards explanations, yet maintain a sensible level of privacy.
@InProceedings{Cassens-et_al-EXACT-2008,
  keywords =  {paper},
  author =    {Jörg Cassens and Anders Kofod-Petersen and Sobah Abbas Petersen and Monica Divitini},
  title =     {Explanations and Privacy in Intelligent Social Awareness Applications},
  editor =    {Thomas R. Roth-Berghofer and Stefan Schulz and Daniel Bahls and David B. Leake},
  booktitle = {Proceedings of the 3rd International Workshop on Explanation-aware Computing -- ExaCt 2008},
  pdf =       {http://ceur-ws.org/Vol-391/00010108.pdf},
  url =       {http://ceur-ws.org/Vol-391/},
  year =      2008,
  address =   {Patras, Greece},
  month =     {July},
  pages =     {108--117},
  abstract =  {Explanations play an important part in the interaction with any intelligent system. This is particular important in context-aware and social awareness systems that regularly assume responsibility for a user and act proactively. Explanations are often generated using all available information. However, privacy issues in context-aware systems might dictate a limited distribution of information. The work presented here demonstrates how personal awareness-systems can fulfil different goals a user can have towards explanations, yet maintain a sensible level of privacy.},
}

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