Just-in-time classification of location-based data to optimize assignment and routing decisions in supply chain

Activity: Talk or presentationScience to science


Based on location-based transactional data (e.g. pictures, routes, descriptions, status reports) captured by a decision support system in the field of disaster relief
and supply chains management in general, an optimal assignment of resources to events and an optimal routing should be derived.Big data algorithms are
applied to classify the actual situational data and to calibrate the decision rules for the required just-in-time assignment and routing decision of resources.The unstructured high-dimensional input data are enriched by expert knowledge forming a judgmental forecast system, which is used to control the effect of the decisions on supply chain performance measures
Period21 Jul 201423 Jul 2014
Event titlePOMS International Conference Singapore
Event typeUnkonwn
Degree of RecognitionInternational