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  4. Framework for Context-Sensitive Dashboards Enabling Decision Support on Production Shop Floor
 
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2023
Conference Paper
Title

Framework for Context-Sensitive Dashboards Enabling Decision Support on Production Shop Floor

Abstract
The advancing digitalization of production means that a large amount of data and information is being collected. Used correctly, these represent a significant competitive advantage. Decision support systems (DSS) can help to provide employees with the right information at the right time. Context-sensitive dashboards in the sense of decision support have the potential to provide employees on the shop floor with information according to their needs. Within the scope of this work, a framework for the determination of the context-sensitive information needs of the staff on the shop floor was developed. The goal was to reduce the development and adaptation effort of a context-sensitive application by classifying activities with similar information needs in advance. According to the methodology, the information needs of the employees are first analyzed and activities are summarized in terms of their general information needs. Subsequently, information needs are weighted in order to prioritize them with regard to the processing and selection of information. The context-sensitive dashboard was implemented using a user-centric approach to achieve a high level of user acceptance. Finally, the developed prototype, including architecture and design, was tested and evaluated by experts. Three scenarios were compared in which experts were asked to assess the information requirements for employees in production. These results were compared with the results of the framework. The comparison showed that for two of the three scenarios, the weighting determined in the framework matched the experts' assessments to a high degree. These general scenarios show that it is possible to generate context-sensitive dashboards based on demand using the developed framework. If the activities become more specific, it became apparent that further developments of the framework are necessary to cover the corresponding information needs. For this purpose, an iterative application to further scenarios and subsequent implementation in the framework seems to be purposeful.
Author(s)
Lossie, Karl  orcid-logo
Fraunhofer-Institut für Produktionstechnologie IPT  
Birk, Niklas
Fraunhofer-Institut für Produktionstechnologie IPT  
Sivasubramaniam, Sagiban
Fraunhofer-Institut für Produktionstechnologie IPT  
Schmitt, Robert  
Fraunhofer-Institut für Produktionstechnologie IPT  
Mainwork
Conference on Production Systems and Logistics, CPSL 2023. Proceedings  
Project(s)
02K16C070  
Funder
Deutsches Bundesministerium für Bildung und Forschung  
Conference
Conference on Production Systems and Logistics 2023  
DOI
10.15488/13471
Language
English
Fraunhofer-Institut für Produktionstechnologie IPT  
Keyword(s)
  • Context-Sensitive

  • Dashboard

  • Decision Support

  • Framework

  • Production Shop Floor

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