mlsanityData to 7 Oct 2026

Constraint-based recommender system for crisis management simulations

arXiv 2306.04553 ↗First posted 7 Jun 2023cs.IRcited by 2

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Abstract (arXiv)

In the context of the evacuation of populations, some citizens/volunteers may want and be able to participate in the evacuation of populations in difficulty by coming to lend a hand to emergency/evacuation vehicles with their own vehicles. One way of framing these impulses of solidarity would be to be able to list in real-time the citizens/volunteers available with their vehicles (land, sea, air, etc.), to be able to geolocate them according to the risk areas to be evacuated, and adding them to the evacuation/rescue vehicles. Because it is difficult to propose an effective real-time operational system on the field in a real crisis situation, in this work, we propose to add a module for recommending driver/vehicle pairs (with their specificities) to a system of crisis management simulation. To do that, we chose to model and develop an ontology-supported constraint-based recommender system for crisis management simulations.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). First posted on arXiv 7 Jun 2023.

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2 papers.