Výsledky vyhledávání - "van de Walle, Bartel"

Report

On the interplay of data and cognitive bias in crisis information management -- An exploratory study on epidemic response

Autor: Paulus, David, Fathi, Ramian, Fiedrich, Frank, Van de Walle, Bartel, Comes, Tina

Humanitarian crises, such as the 2014 West Africa Ebola epidemic, challenge information management and thereby threaten the digital resilience of the responding organizations. Crisis information management (CIM) is characterised by the urgency to res

Externí odkaz: http://arxiv.org/abs/2201.03508

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Akademický článek

Reinforcing data bias in crisis information management: The case of the Yemen humanitarian response

Autor: Paulus, David, de Vries, Gerdien, Janssen, Marijn, Van de Walle, Bartel

Publikováno v: In International Journal of Information Management October 2023 72

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Report

Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making

Autor: Paulus, David, de Vries, Gerdien, Van de Walle, Bartel

The effectiveness of machine learning algorithms depends on the quality and amount of data and the operationalization and interpretation by the human analyst. In humanitarian response, data is often lacking or overburdening, thus ambiguous, and the t

Externí odkaz: http://arxiv.org/abs/1911.04787

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Report

Towards Agent-based Models of Rumours in Organizations: A Social Practice Theory Approach

Autor: Fard, Amir Ebrahimi, Mercuur, Rijk, Dignum, Virginia, Jonker, Catholijn M., van de Walle, Bartel

Rumour is a collective emergent phenomenon with a potential for provoking a crisis. Modelling approaches have been deployed since five decades ago; however, the focus was mostly on epidemic behaviour of the rumours which does not take into account th

Externí odkaz: http://arxiv.org/abs/1812.00651

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