Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems

Anders Kofod-Petersen; Jörg Cassens

doi:10.1007/978-3-642-24279-3_17

Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems

Anders Kofod-Petersen, Jörg Cassens

Institute of Multimedia and Interactive Systems

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.

Original language	English
Title of host publication	Modeling and Using Context : 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings
Editors	Michael Beigl, Henning Christiansen, Thomas R. Roth-Berghofer, Anders Kofod-Petersen, Kenny R. Coventry, Hedda R. Schmidtke
Number of pages	14
Volume	6967
Place of Publication	Berlin, Heidelberg
Publisher	Springer Berlin Heidelberg
Publication date	2011
Pages	145-158
ISBN (Print)	978-3-642-24279-3
ISBN (Electronic)	978-3-642-24279-3
DOIs	https://doi.org/10.1007/978-3-642-24279-3_17
Publication status	Published - 2011
Event	7th International and Interdisciplinary Conference on Modeling and Using Context - Karlsruhe, Germany Duration: 26.09.2011 → 30.09.2011

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10.1007/978-3-642-24279-3_17

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Kofod-Petersen, A., & Cassens, J. (2011). Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. In M. Beigl, H. Christiansen, T. R. Roth-Berghofer, A. Kofod-Petersen, K. R. Coventry, & H. R. Schmidtke (Eds.), Modeling and Using Context: 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings (Vol. 6967, pp. 145-158). (Lecture Notes in Computer Science ; Vol. 6967). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-24279-3_17

Kofod-Petersen, Anders ; Cassens, Jörg. / Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. Modeling and Using Context: 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings. editor / Michael Beigl ; Henning Christiansen ; Thomas R. Roth-Berghofer ; Anders Kofod-Petersen ; Kenny R. Coventry ; Hedda R. Schmidtke. Vol. 6967 Berlin, Heidelberg : Springer Berlin Heidelberg, 2011. pp. 145-158 (Lecture Notes in Computer Science ).

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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.",

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Kofod-Petersen, A & Cassens, J 2011, Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. in M Beigl, H Christiansen, TR Roth-Berghofer, A Kofod-Petersen, KR Coventry & HR Schmidtke (eds), Modeling and Using Context: 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings. vol. 6967, Lecture Notes in Computer Science , vol. 6967, Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 145-158, 7th International and Interdisciplinary Conference on Modeling and Using Context, Karlsruhe, Baden-Württemberg, Germany, 26.09.11. https://doi.org/10.1007/978-3-642-24279-3_17

Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. / Kofod-Petersen, Anders; Cassens, Jörg.
Modeling and Using Context: 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings. ed. / Michael Beigl; Henning Christiansen; Thomas R. Roth-Berghofer; Anders Kofod-Petersen; Kenny R. Coventry; Hedda R. Schmidtke. Vol. 6967 Berlin, Heidelberg: Springer Berlin Heidelberg, 2011. p. 145-158 (Lecture Notes in Computer Science ; Vol. 6967).

Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

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Kofod-Petersen A, Cassens J. Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. In Beigl M, Christiansen H, Roth-Berghofer TR, Kofod-Petersen A, Coventry KR, Schmidtke HR, editors, Modeling and Using Context: 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30 2011 ; Proceedings. Vol. 6967. Berlin, Heidelberg: Springer Berlin Heidelberg. 2011. p. 145-158. (Lecture Notes in Computer Science ). doi: 10.1007/978-3-642-24279-3_17

Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems

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