Data Harmonization in CIS

  • Andrey PankinEmail author
  • Viktor Kuzenny
Conference paper
Part of the Lecture Notes in Geoinformation and Cartography book series (LNGC)


The existing principles of business automation and corporate information systems (CIS) development insufficiently enable the integration of CIS informational subsystems, thus hampering the cooperation of specialists from different departments as well as the acquisition of reliable and complete information. This problem so far lies beyond the range of standard technological solutions. So, to effectively use the available information and to provide for making the justified managerial decisions, it is necessary to develop a scientifically sound methodology that would allow for information interaction between the system’s heterogeneous components using, therefore, general theoretical approaches to information processing. This paper proposes a solution based on the advanced and best elaborated methodology of data harmonization, integration, and fusion.


Corporative information systems Data harmonization Data integration Data fusion Business process Common data representation model (CDRM) Dynamic information model (DIM) Common information interactions model (CIIM) Object-oriented approach Ontology 


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  1. 1.
    Pankin AV, Potapychev SN (2003) The Object-Oriented Approach to Creation of Geoinformational Systems. J Industry 3(33): 108-109Google Scholar
  2. 2.
    Pankin AV, Potapychev SN (2003) Informational System as Principal Support for Decision Taking. J Innovations 8 (65): 61-64Google Scholar
  3. 3.
    Pankin AV, Saitov SV, Ivakin YA (2004) Directions and Methods of Development of the Functional System of the Navy Electronic Workflow. J Sea Collection 8: 31-33Google Scholar
  4. 4.
    Pankin AV (2004) Integration of the Functional System of Electronic Workflow into Geoinformational Systems. In: IX St Petersburg International Conference “Regional Informatics - 2004”, St Petersburg, RussiaGoogle Scholar
  5. 5.
    Pankin A, Popovich V, Potapichev S, Sorokin R (2005) Intelligent GIS for monitoring systems development. In: CORP2005, Vienna, AustriaGoogle Scholar
  6. 6.
    Pankin A (2005) Integration of Heterogeneous Information Flows Circulating in the Control Loop. In: IF&GIS 2005, St. Petersburg, RussiaGoogle Scholar
  7. 7.
    Pankin A, Popovich V, Ivakin Y (2006) Data for GIS. In: CORP2006, Vienna, AustriaGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  1. 1.St. Petersburg Institute for Informatics and Automation of the RASPetersburgRussia

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