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The conflict resolution task performed by air-traffic controllers appears a suitable task for automation using CBR. This is because human competence seems to involve recognising situations and reusing solutions. In this paper we present our experiences in developing a CBR system to support this conflict resolution task. We discuss the problems of case representation: the macro problem of what should constitute a case and the micro problem of how to characterise a case. We evaluate some alternative case representations and identify a representation with one aircraft per case that is extendible to describe conflicts with multiple aircraft.
 
The conflict resolution task performed by air-traffic controllers appears a suitable task for automation using CBR. This is because human competence seems to involve recognising situations and reusing solutions. In this paper we present our experiences in developing a CBR system to support this conflict resolution task. We discuss the problems of case representation: the macro problem of what should constitute a case and the micro problem of how to characterise a case. We evaluate some alternative case representations and identify a representation with one aircraft per case that is extendible to describe conflicts with multiple aircraft.
 
Document type: Part of book or chapter of book
 
 
== Full document ==
 
<pdf>Media:Draft_Content_760205650-beopen1051-4773-document.pdf</pdf>
 
  
  
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The different versions of the original document can be found in:
 
The different versions of the original document can be found in:
  
* [http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf] under the license cc-by-nc-sa
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* [http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf] under the license https://creativecommons.org/licenses/by-nc-sa
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* [http://link.springer.com/content/pdf/10.1007/BFb0020601 http://link.springer.com/content/pdf/10.1007/BFb0020601],
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: [http://dx.doi.org/10.1007/bfb0020601 http://dx.doi.org/10.1007/bfb0020601] under the license cc-by-nc-sa
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* [https://www.scss.tcd.ie/publications/tech-reports/reports.96/TCD-CS-96-11.pdf https://www.scss.tcd.ie/publications/tech-reports/reports.96/TCD-CS-96-11.pdf],
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: [https://link.springer.com/chapter/10.1007/BFb0020601 https://link.springer.com/chapter/10.1007/BFb0020601],
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: [http://www.tara.tcd.ie/bitstream/handle/2262/12948/TCD-CS-96-11.pdf;sequence=1 http://www.tara.tcd.ie/bitstream/handle/2262/12948/TCD-CS-96-11.pdf;sequence=1],
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: [http://www.tara.tcd.ie/handle/2262/12948 http://www.tara.tcd.ie/handle/2262/12948],
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: [https://dblp.uni-trier.de/db/conf/ewcbr/ewcbr1996.html#BonzanoCM96 https://dblp.uni-trier.de/db/conf/ewcbr/ewcbr1996.html#BonzanoCM96],
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: [http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf],
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: [https://rd.springer.com/chapter/10.1007/BFb0020601 https://rd.springer.com/chapter/10.1007/BFb0020601],
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: [https://academic.microsoft.com/#/detail/1558415964 https://academic.microsoft.com/#/detail/1558415964]

Latest revision as of 17:02, 21 January 2021

Abstract

The conflict resolution task performed by air-traffic controllers appears a suitable task for automation using CBR. This is because human competence seems to involve recognising situations and reusing solutions. In this paper we present our experiences in developing a CBR system to support this conflict resolution task. We discuss the problems of case representation: the macro problem of what should constitute a case and the micro problem of how to characterise a case. We evaluate some alternative case representations and identify a representation with one aircraft per case that is extendible to describe conflicts with multiple aircraft.


Original document

The different versions of the original document can be found in:

http://dx.doi.org/10.1007/bfb0020601 under the license cc-by-nc-sa
https://link.springer.com/chapter/10.1007/BFb0020601,
http://www.tara.tcd.ie/bitstream/handle/2262/12948/TCD-CS-96-11.pdf;sequence=1,
http://www.tara.tcd.ie/handle/2262/12948,
https://dblp.uni-trier.de/db/conf/ewcbr/ewcbr1996.html#BonzanoCM96,
http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf,
https://rd.springer.com/chapter/10.1007/BFb0020601,
https://academic.microsoft.com/#/detail/1558415964
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Published on 01/01/2005

Volume 2005, 2005
DOI: 10.1007/bfb0020601
Licence: CC BY-NC-SA license

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