6th Workshop on Explanation-aware Computing ExaCt 2011, Barcelona, Spain


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Both within AI systems and in interactive systems, the ability to explain reasoning processes and results can substantially affect system usability. For example, in recommender systems good explanations may help to inspire user trust and loyalty, increase satisfaction, make it quicker and easier for users to find what they want, and persuade them to try or buy a recommended item.

The workshop series aims to draw on multiple perspectives on explanation, to examine how explanation can be applied to further the development of robust and dependable systems and to illuminate system processes to increase user acceptance and feeling of control. ExaCt 2011 will be held in Barcelona, Spain, in conjunction with 22nd International Joint Conference on Artificial Intelligence IJCAI-11.

Suggested topics for contributions (not restricted to IT views):

  • Models and knowledge representations for explanations
  • Quality of explanations; understandability
  • Integrating application and explanation knowledge
  • Explanation-awareness in (designing) applications
  • Methodologies for developing explanation-aware systems
  • Explanations and learning
  • Context-aware explanation vs. explanation-aware context
  • Confidence and explanations
  • Privacy, trust, and explanation
  • Empirical studies of explanations
  • Requirements and needs for explanations to support human understanding
  • Explanation of complex, autonomous systems
  • Co-operative explanation
  • Visualising explanations
  • Dialogue management and natural language generation
  • Human-Computer Interaction (HCI) and explanation

Important dates (not finalised yet):

  • Workshop paper submission deadline: March 2011
  • Notification of workshop paper acceptance: April, 2011
  • Camera-ready copy submission: May 2011
  • Workshop (two days): July 16-18, 2011

Read the complete call for papers on the workshop website.

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