GI LogoGI Logo
  • Login
Digital Library
    • All of DSpace

      • Communities & Collections
      • Titles
      • Authors
      • By Issue Date
      • Subjects
    • This Collection

      • Titles
      • Authors
      • By Issue Date
      • Subjects
Digital Library Gesellschaft für Informatik e.V.
GI-DL
    • English
    • Deutsch
  • English 
    • English
    • Deutsch
View Item 
  •   DSpace Home
  • Fachbereiche
  • Wirtschaftsinformatik (WI)
  • Enterprise Modelling and Information Systems Architectures (EMISAJ)
  • EMISAJ Vol. 09 - 2014
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.
  •   DSpace Home
  • Fachbereiche
  • Wirtschaftsinformatik (WI)
  • Enterprise Modelling and Information Systems Architectures (EMISAJ)
  • EMISAJ Vol. 09 - 2014
  • View Item

Data-Driven Decisions in Service Engineering and Management

Author:
Setzer, Thomas [DBLP]
Abstract
Today, the frontier for using data to make business decisions has shifted, and high-performing service companies are building their competitive strategies around data-driven insights that produce impressive business results. In principle, the ever-growing amount of available data would allow for deriving increasingly precise forecasts and optimised input for planning and decision models. However, the complexity resulting from considering large volumes of high-dimensional, fine-grained, and noisy data in mathematical models leads to the fact that dependencies and developments are not found, algorithms do not scale, and traditional statistics as well as data-mining techniques collapse because of the well-known curse of dimensionality. Hence, in order to make big data actionable, the intelligent reduction of vast amounts of data to problemrelevant features is necessary and advances are required at the intersection of economic theories, service management, dimensionality reduction, advanced analytics, robust prediction, and computational methods to solve managerial decisions and planning problems.
  • Citation
  • BibTeX
Setzer, T., (2014). Data-Driven Decisions in Service Engineering and Management.   Enterprise Modelling and Information Systems Architectures - An International Journal: Vol. 9, Nr. 1. Berlin: Gesellschaft für Informatik e.V.. (S. 106-117). DOI: 10.18417/emisa.9.1.7
@article{mci/Setzer2014,
author = {Setzer, Thomas},
title = {Data-Driven Decisions in Service Engineering and Management},
journal = {Enterprise Modelling and Information Systems Architectures - An International Journal},
volume = {9},
number = {1},
year = {2014},
,
pages = { 106-117 } ,
doi = { 10.18417/emisa.9.1.7 }
}
DateienGroesseFormatAnzeige
117-225-1-SM.pdf474.7Kb PDF View/Open

Sollte hier kein Volltext (PDF) verlinkt sein, dann kann es sein, dass dieser aus verschiedenen Gruenden (z.B. Lizenzen oder Copyright) nur in einer anderen Digital Library verfuegbar ist. Versuchen Sie in diesem Fall einen Zugriff ueber die verlinkte DOI: 10.18417/emisa.9.1.7

Haben Sie fehlerhafte Angaben entdeckt? Sagen Sie uns Bescheid: Send Feedback

More Info

DOI: 10.18417/emisa.9.1.7
ISSN: 1866-3621
xmlui.MetaDataDisplay.field.date: 2014
Language: en (en)
Content Type: Text/Journal Article
Collections
  • EMISAJ Vol. 09 - 2014 [8]

Show full item record


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.

 

 


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.