Extended Abstract: Modelling Explanation-Aware Ambient Intelligent Systems with Problem Frames

@inproceedings{Cassens2011ExtendedAM,
  title={Extended Abstract: Modelling Explanation-Aware Ambient Intelligent Systems with Problem Frames},
  author={J. Cassens and A. Kofod-Petersen},
  booktitle={SCAI},
  year={2011}
}
When designing and implementing real world ambient intelligent systems, we are in need of applicable information systems engineering methods. These should supplement the knowledge engineering tools we can find in the intelligent systems area. The work presented here focuses on explanation-aware ambient intelligent systems. The ability to explain it’s reasoning and actions has been identified as one core capability of any intelligent entity [1]. The question of what is considered a good… Expand

References

SHOWING 1-9 OF 9 REFERENCES
Designing Explanation Aware Systems: The Quest for Explanation Patterns
TLDR
By putting social theories to work in the field of artificial intelligence, this work shows that results from other fields can be beneficial in understanding what explanatory capabilities are needed for a given intelligent system, and to ascertain in which situations an explanation should be delivered. Expand
Explanation in Case-Based Reasoning–Perspectives and Goals
TLDR
A framework for explanation in case-based reasoning (CBR) based on explanation goals is presented, and ways that the goals of the user and system designer should be taken into account when deciding what is a good explanation for a given CBR system are proposed. Expand
Problem Frames for Sociotechnical Systems
About the book: The so called information society is being shaped by products and services that either contain software as the core element, are themselves software, or have been designed andExpand
Goal-Based Explanation Evaluation
TLDR
It is argued that understanding what determines explanations' goodness requires a dynamic theory of evaluation, based on analysis of the information needed to satisfy the many goals that can prompt explanation. Expand
Problem Frames - Analysing and Structuring Software Development Problems
TLDR
This book is a must-have for all IT professionals facing software development problems on a daily basis and will provide an essential, practical guide from the task of identifying the problem to making the descriptions needed to resolve it. Expand
ISTAG scenarios for ambient intelligence
  • 2010
Problem frames for sociotechnical systems Requirements Engineering for Sociotechnical Systems
  • Problem frames for sociotechnical systems Requirements Engineering for Sociotechnical Systems
  • 2005
ISTAG scenarios for ambient intelligence in 2010
  • ISTAG scenarios for ambient intelligence in 2010
  • 2001
Goal-based explanation evaluation In: Goal-Driven Learning
  • Goal-based explanation evaluation In: Goal-Driven Learning
  • 1995