Development of a Dashboard for a Local Food Bank
Journal Title: American Journal of Engineering and Applied Sciences - Year 2017, Vol 10, Issue 1
Abstract
Abstract Hunger relief is one of the major needs during humanitarian emergencies. It presents significant challenges to aid organizations trying to manage data, information and knowledge about the situation or event. Food banks receive donations from a variety of sources to meet their demand. The distribution of donated food to meet the unmet hunger needs is a critical issue faced by the food banks across the nation. This paper presents a methodology to apply interactive dashboards to a food bank's decision making process. The first step of this research focuses on understanding the existing decision making process of a food bank. Data from a local food bank was used for this research. Data mining tools were employed to develop predictive models for food bank decision making. Appropriate visualization techniques were identified that can be used to visualize the data mining results. An interactive dashboard was developed and evaluated to enable effective decision making. The results indicated that interactive dashboards were highly effective as compared to the traditional data retrieval system for decision making in food bank operations. The new methodology can be extended to other food banks and hunger-relief organizations which deal with big data. Copyright © 2017 Yogeeta Desai, Steven Jiang and Lauren Davis. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Authors and Affiliations
Yogeeta Desai, Steven Jiang, Lauren Davis
Keywords
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