Business Information Systems: 18th International Conference, by Witold Abramowicz

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By Witold Abramowicz

This booklet includes the refereed lawsuits of the 18th overseas convention on company details platforms, BIS 2015, held in Poznań, Poland, in June 2015. The BIS convention sequence follows traits in educational and enterprise examine; hence, the subject matter of the BIS 2015 convention was once “Making massive information Smarter.” tremendous info is now a pretty mature proposal, well-known and typical through pros in either examine and undefined. jointly, they paintings on constructing extra enough and effective instruments for information processing and examining, hence turning "big facts" into "smart data."

The 26 revised complete papers have been rigorously reviewed and chosen from 70 submissions. furthermore, invited papers are integrated during this booklet. they're grouped into sections on great and shrewdpermanent information, semantic applied sciences, content material retrieval and filtering, enterprise strategy administration and mining, collaboration, company structure and business−IT alignment, particular BIS purposes, and open info for BIS.

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Extra resources for Business Information Systems: 18th International Conference, BIS 2015, Poznań, Poland, June 24-26, 2015, Proceedings

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In this section as well as in Fig. 2 we developed our research model. 0. The design of our study contains six hypotheses shown in Fig. 2. The importance of production time for supply chain performance is identified in [30]. 0 in [31]. Therefore we created hypothesis 1: 20 R. Schmidt et al. 0 H5 H6 Idle Data Technology use Fig. 2. 0. The complexity of business processes may [32] hamper overall supply-chain performance. However increasing integration and data exchange may overcome these negative effects.

Gk } G={ GIL , GHL , GAF } (1) A genotype G embodies k + 1 genes, each reflecting one particular structural property of an NN topology. , gi } represents the number of historical input data points for each dependent variable used to predict the target KPI. , gj } contains all genes that reflect the hidden layers. , gj } represents the number of neurons per hidden layer, respectively. , gk } defines the activation function starting from the input layer to the first hidden layer, then from the first hidden layer to the second and so on to the last hidden layer.

One aspect (automation level) is not significant. Furthermore, there may be some further aspects to discover and a qualitative research approach can get some more detailed insights. g. 0. g. pre-production time and costs) can be a great opportunity for a detailed research in the future. 0 - Potentials for Creating Smart Products 25 References 1. 0. The new industrial revolution. How Europe will succeed. Hg V Roland Berg. Strategy Consult. GmbH Münch. Abgerufen Am 1105 2014 Unter (2014). 0403/Pdf 2.

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