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Distributing case-base maintenance: The collaborative maintenance approach

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Distributing case-base maintenance: The collaborative maintenance approach. / Ferrario, M.A.; Smyth, B.
In: Computational Intelligence, Vol. 17, No. 2, 05.2001, p. 315-330.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Ferrario, MA & Smyth, B 2001, 'Distributing case-base maintenance: The collaborative maintenance approach', Computational Intelligence, vol. 17, no. 2, pp. 315-330. https://doi.org/10.1111/0824-7935.00147

APA

Ferrario, M. A., & Smyth, B. (2001). Distributing case-base maintenance: The collaborative maintenance approach. Computational Intelligence, 17(2), 315-330. https://doi.org/10.1111/0824-7935.00147

Vancouver

Ferrario MA, Smyth B. Distributing case-base maintenance: The collaborative maintenance approach. Computational Intelligence. 2001 May;17(2):315-330. doi: 10.1111/0824-7935.00147

Author

Ferrario, M.A. ; Smyth, B. / Distributing case-base maintenance : The collaborative maintenance approach. In: Computational Intelligence. 2001 ; Vol. 17, No. 2. pp. 315-330.

Bibtex

@article{026046666791452bbeba1aa42027ad68,
title = "Distributing case-base maintenance: The collaborative maintenance approach",
abstract = "Case‐base maintenance is an important emerging issue for case‐base reasoners as they scale up to handle real‐world problems in unstable environments. Over time, the contents of a case base may become out of date or inconsistent with the target problem space, and maintenance strategies must be devised to help recognize and repair these problems by deleting, adding, or modifying cases, for example. In this article we describe a maintenance framework called collaborative maintenance (CM), which has been designed to facilitate, monitor, and control the incremental update of live, dynamic case bases. Our approach is novel in that it automatically supports a distributed, interactive maintenance process—users are permitted to recommend case updates, and the collaborative maintenance process ensures that these recommendations are properly reviewed and actioned.",
author = "M.A. Ferrario and B. Smyth",
year = "2001",
month = may,
doi = "10.1111/0824-7935.00147",
language = "English",
volume = "17",
pages = "315--330",
journal = "Computational Intelligence",
number = "2",

}

RIS

TY - JOUR

T1 - Distributing case-base maintenance

T2 - The collaborative maintenance approach

AU - Ferrario, M.A.

AU - Smyth, B.

PY - 2001/5

Y1 - 2001/5

N2 - Case‐base maintenance is an important emerging issue for case‐base reasoners as they scale up to handle real‐world problems in unstable environments. Over time, the contents of a case base may become out of date or inconsistent with the target problem space, and maintenance strategies must be devised to help recognize and repair these problems by deleting, adding, or modifying cases, for example. In this article we describe a maintenance framework called collaborative maintenance (CM), which has been designed to facilitate, monitor, and control the incremental update of live, dynamic case bases. Our approach is novel in that it automatically supports a distributed, interactive maintenance process—users are permitted to recommend case updates, and the collaborative maintenance process ensures that these recommendations are properly reviewed and actioned.

AB - Case‐base maintenance is an important emerging issue for case‐base reasoners as they scale up to handle real‐world problems in unstable environments. Over time, the contents of a case base may become out of date or inconsistent with the target problem space, and maintenance strategies must be devised to help recognize and repair these problems by deleting, adding, or modifying cases, for example. In this article we describe a maintenance framework called collaborative maintenance (CM), which has been designed to facilitate, monitor, and control the incremental update of live, dynamic case bases. Our approach is novel in that it automatically supports a distributed, interactive maintenance process—users are permitted to recommend case updates, and the collaborative maintenance process ensures that these recommendations are properly reviewed and actioned.

U2 - 10.1111/0824-7935.00147

DO - 10.1111/0824-7935.00147

M3 - Journal article

VL - 17

SP - 315

EP - 330

JO - Computational Intelligence

JF - Computational Intelligence

IS - 2

ER -