Quotation Wöckl, Jürgen. 2014. Just-in-time classification of location-based data to optimize assignment and routing decisions in supply chain. POMS International Conference Singapore, Singapore, Singapur, 21.07.-23.07..


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Abstract

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

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Paper presented at an academic conference or symposium
Language English
Title Just-in-time classification of location-based data to optimize assignment and routing decisions in supply chain
Event POMS International Conference Singapore
Year 2014
Date 21.07.-23.07.
Country Singapore
Location Singapore
URL http://www.pomsmeetings.org/EventsNet/?pr=1&ev=52

Associations

People
Wöckl, Jürgen (Details)
Organization
Produktionsmanagement (Taudes) (Details)
Information Systems and Operations DP (Details)
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