Selecting advanced analytics in manufacturing: a decision support model

Introduction to Advanced Analytics Services for Managerial Decision Support Minitrack

This minitrack consists of ten papers involving theory and practice of service-based analytics (i.e., data, text and Web mining) for support if managerial decision making. These ten papers illustrate a diverse set of approaches, demonstrating the variety of ways in which modern information technologies can be applied to today’s complex decision situations. The papers in this minitrack offer som...

Advanced Manufacturing Analytics – Data-Driven Optimization of Manufacturing Processes

Traditional concepts for manufacturing process optimization, e.g., Lean Production and Total Quality Management, represent management-driven and experience-based approaches. The increasing use of cyber-physical systems as well as the digitalization of manufacturing operations management by manufacturing execution systems (MES) lead to enormous amounts of structured and unstructured manufacturin...

A Decision Support Expert System for Selecting

In this paper, an expert system is developed to be used as a decision support in selecting the best appropriate approach to solve interactive multi-objective decision making problems. The developed expert system guides the user to select the suitable solution approach based on different classification criteria which represent the main features of the available interactive approaches. key words:...

Model-Based Decision Support in Manufacturing and Service Networks

A Bayesian model decision support system: dryland salinity management application

Addressing environmental management problems at catchment scales requires an integrated modelling approach, in which key bio-physical and socio-economic drivers, processes and impacts are all considered. Development of Decision Support Systems (DSSs) for environmental management is rapidly progressing. This paper describes the integration of physical, ecological, and socio-economic components i...