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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. | ||
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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 | + | * [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], | ||
+ | : [http://dx.doi.org/10.1007/bfb0020601 http://dx.doi.org/10.1007/bfb0020601] under the license cc-by-nc-sa | ||
+ | |||
+ | * [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], | ||
+ | : [https://link.springer.com/chapter/10.1007/BFb0020601 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/bitstream/handle/2262/12948/TCD-CS-96-11.pdf;sequence=1], | ||
+ | : [http://www.tara.tcd.ie/handle/2262/12948 http://www.tara.tcd.ie/handle/2262/12948], | ||
+ | : [https://dblp.uni-trier.de/db/conf/ewcbr/ewcbr1996.html#BonzanoCM96 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 http://www.tara.tcd.ie/bitstream/2262/12948/1/TCD-CS-96-11.pdf], | ||
+ | : [https://rd.springer.com/chapter/10.1007/BFb0020601 https://rd.springer.com/chapter/10.1007/BFb0020601], | ||
+ | : [https://academic.microsoft.com/#/detail/1558415964 https://academic.microsoft.com/#/detail/1558415964] |
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 different versions of the original document can be found in:
Published on 01/01/2005
Volume 2005, 2005
DOI: 10.1007/bfb0020601
Licence: CC BY-NC-SA license
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