Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 357244
Title Applying Data Mining for Early Warning food supply networks
Author(s) Li, Y.; Kramer, M.R.; Beulens, A.J.M.; Vorst, J.G.A.J. van der
Source Wageningen : Mansholt Graduate School (Working paper / Mansholt Graduate School : Discussion paper ) - 18
Department(s) Information Technology
Operations Research and Logistics
MGS
Publication type Scientific report
Publication year 2006
Keyword(s) voedselvoorziening - voedselkwaliteit - controle - gegevens verzamelen - datamining - netwerken - food supply - food quality - control - data collection - data mining - networks
Categories Data Processing, Database Management
Abstract In food supply networks, quality of end products is a critical issue. The quality of food products depends in a complex way on many factors. In order to effectively control food quality, our research aims at implementing early warning and proactive control systems in food supply networks. To exploit the large amounts of operational data collected throughout such a network, we employ data mining in various settings. This paper investigates the requirements on data mining posed by early warning in food supply networks, and maps those requirements to available data mining methods. Results of a preliminary case study show that data mining is a promising approach as part of early warning systems in food supply networks.
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