The first research paper of TransformingTransport was featured in the main conference track of the 29th International Conference on Advanced Information Systems Engineering – CAiSE 2017. CAiSE took place in Essen, Germany, from June 12-16, 2017, and attracted over 350 participants. CAiSE is one of the largest gatherings of information systems researchers worldwide.
As the paper’s main author, Andreas Metzger from paluno (The Ruhr Institute for Software Technology of the University of Duisburg-Essen), presented the work on “Predictive business process monitoring considering reliability estimates”. The main idea behind the work is to generate additional information for decision making during predictive analytics. In particular, reliability estimates facilitate differentiating between more or less accurate predictions. The paper showed that for a real-world airfreight use case and data set, cost savings of up to 54%, with 14% savings on average, could be achieved.
The paper is available as gold open access at: https://doi.org/10.1007/978-3-319-59536-8_28
The presentation slides are available at: https://www.slideshare.net/andreasmmetzger/predictive-process-monitoring-considering-reliability-estimates