ACM SIGMOD Anthology VLDB dblp.uni-trier.de

Mining Insurance Data at Swiss Life.

Jörg-Uwe Kietz, Ulrich Reimer, Martin Staudt: Mining Insurance Data at Swiss Life. VLDB 1997: 562-566
@inproceedings{DBLP:conf/vldb/KietzRS97,
  author    = {J{\"o}rg-Uwe Kietz and
               Ulrich Reimer and
               Martin Staudt},
  editor    = {Matthias Jarke and
               Michael J. Carey and
               Klaus R. Dittrich and
               Frederick H. Lochovsky and
               Pericles Loucopoulos and
               Manfred A. Jeusfeld},
  title     = {Mining Insurance Data at Swiss Life},
  booktitle = {VLDB'97, Proceedings of 23rd International Conference on Very
               Large Data Bases, August 25-29, 1997, Athens, Greece},
  publisher = {Morgan Kaufmann},
  year      = {1997},
  isbn      = {1-55860-470-7},
  pages     = {562-566},
  ee        = {db/conf/vldb/KietzRS97.html},
  crossref  = {DBLP:conf/vldb/97},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

Huge masses of digital data about products, customers and competitors have become available for companies in the services sector. In order to exploit its inherent (and often hidden) knowledge for improving business processes the application of data mining technology is the only way for reaching good and efficient results, as opposed to purely manual and interactive data exploration. This paper reports the first steps of a project initiated at Swiss Life for mining its data resources from the life insurance business. Based on the Data Warehouse MASY collecting all relevant data from the OLTP systems for the processing of private life insurance contracts, a Data Mining environment is set up which integrates a palette of tools for automatic data analysis, in particular machine learning approaches.

Copyright © 1997 by the VLDB Endowment. Permission to copy without fee all or part of this material is granted provided that the copies are not made or distributed for direct commercial advantage, the VLDB copyright notice and the title of the publication and its date appear, and notice is given that copying is by the permission of the Very Large Data Base Endowment. To copy otherwise, or to republish, requires a fee and/or special permission from the Endowment.


Online Paper

ACM SIGMOD Anthology

CDROM Version: Load the CDROM "Volume 1 Issue 5, VLDB '89-'97" and ... DVD Version: Load ACM SIGMOD Anthology DVD 1" and ...

Printed Edition

Matthias Jarke, Michael J. Carey, Klaus R. Dittrich, Frederick H. Lochovsky, Pericles Loucopoulos, Manfred A. Jeusfeld (Eds.): VLDB'97, Proceedings of 23rd International Conference on Very Large Data Bases, August 25-29, 1997, Athens, Greece. Morgan Kaufmann 1997, ISBN 1-55860-470-7
Contents CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML

Electronic Edition

From CS Dept., University Trier (Germany)

References

[Coh95]
...
[Fis87]
Douglas H. Fisher: Knowledge Acquisition via Incremental Conceptual Clustering. Machine Learning 2(2): 139-172(1987) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[Fri96]
...
[HK91]
...
[KD94]
...
[Kie96]
...
[KW92]
...
[MAR96]
Manish Mehta, Rakesh Agrawal, Jorma Rissanen: SLIQ: A Fast Scalable Classifier for Data Mining. EDBT 1996: 18-32 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[Nat91]
Balas K. Natarajan: Machine Learning: A Theoretical Approach. Morgan Kaufmann 1991, ISBN 1-55860-148-1
CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[QCJ93]
J. Ross Quinlan, R. Mike Cameron-Jones: FOIL: A Midterm Report. ECML 1993: 3-20 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[Qui93]
J. Ross Quinlan: C4.5: Programs for Machine Learning. Morgan Kaufmann 1993, ISBN 1-55860-238-0
CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[RB93]
...
[WWSE96]
Stefan Wrobel, Dietrich Wettschereck, Edgar Sommer, Werner Emde: Extensibility in Data Mining Systems. KDD 1996: 214-219 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML

Copyright © Tue Mar 16 02:22:07 2010 by Michael Ley (ley@uni-trier.de)