Generating Knowledge by Combining Prediction Models with Information Technology

  • Luciano Marchi
  • Carlo Caserio
Conference paper


The process of planning is largely based on the way the Information Technology supports decision makers to formulate the future objectives from the past results, and, at the same time, managing knowledge development. In this perspective, the past business dynamics are very important in order to estimate the future ones; this way, taking some aspects arising from the variance analysis, can improve the understanding of past data and, consequently, improve the reliability of estimation. The aim of the paper is to discuss how different modelling approaches allow the process to evolve from supporting decisions to generating knowledge.


Planning Model Business Intelligence Business Modeling Process Management Control System Enterprise Resource Planning System 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  1. 1.Department of Business AdministrationUniversity of PisaPisaItaly
  2. 2.Department of Business AdministrationUniversity of MacerataMacerataItaly

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