Modelling with problem frames: explanations and context in ambient intelligent systems

Authors:
Anders Kofod-Petersen;Jörg Cassens
Affiliations:
Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway;Institute for Multimedia and Interactive Systems, University of Lübeck, Lübeck, Germany
Venue:
CONTEXT'11 Proceedings of the 7th international and interdisciplinary conference on Modeling and using context
Year:
2011

Citing 11
Cited 0

Design patterns: elements of reusable object-oriented software

Design patterns: elements of reusable object-oriented software
Knowledge engineering and management: the CommonKADS methodology

Knowledge engineering and management: the CommonKADS methodology
Problem frames: analyzing and structuring software development problems

Problem frames: analyzing and structuring software development problems
Picking the Right Problem Frame—An Empirical Study

Empirical Software Engineering
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology (Lecture Notes in Computer Science, 1612.)

Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology (Lecture Notes in Computer Science, 1612.)
Explanation in Case-Based Reasoning---Perspectives and Goals

Artificial Intelligence Review
The Use of Explanations in Knowledge-Based Systems: Cognitive Perspectives and a Process-Tracing Analysis

Journal of Management Information Systems
Explanations and context in ambient intelligent systems

CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Mapping goals and kinds of explanations to the knowledge containers of case-based reasoning systems

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Problem frames and architectures for security problems

SAFECOMP'05 Proceedings of the 24th international conference on Computer Safety, Reliability, and Security
Contextualised ambient intelligence through case-based reasoning

ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning

Quantified Score

Hi-index	0.00

Visualization

Abstract

When designing and implementing real world ambient intelligent systems we are in need of applicable information systems engineering methods. The tools we find in the intelligent systems area focus on the knowledge engineering parts, whereas traditional software engineering techniques are usually not designed with the peculiarities of intelligent systems design in mind. This holds in particular for explanation-aware intelligent systems. This work looks at problem frames for explanations and investigates how problem frames can be used to elicit, analyse, and specify these specific requirements. The point of departure is an existing ambient intelligent information system for the hospital ward domain. The work presented here analyses how such a system can be redesigned with a focus on explanation-awareness.