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DOI: 10.14569/IJACSA.2014.050408
PDF

Towards a Service-Based Framework for Environmental Data Processing

Author 1: Ivan Madjarov
Author 2: Juš Kocijan
Author 3: Alexandra Grancharova
Author 4: Bogdan Shishedjiev

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 5 Issue 4, 2014.

  • Abstract and Keywords
  • How to Cite this Article
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Abstract: Scientists are confronted with significant data management problems due to the huge volume and high complexity of environmental data. An important aspect of environmental data management is that data, needed for a process, are not always in the adequate format. In this contribution, we analyze environmental data structure, and model this data using a semantic-based method. Using this model, we design and implement a framework based on Web services for transformation between massive environmental text-based data and relational databases. We present a mapping model for environmental data transformation to be used in the scenario devoted to the methodology for development of stochastic models for prediction of environmental parameters by application of Gaussian processes.

Keywords: Scientific data; Environmental data; Web services; Data integration; Stochastic model; Gaussian process; Metadata

Ivan Madjarov, Juš Kocijan, Alexandra Grancharova and Bogdan Shishedjiev, “Towards a Service-Based Framework for Environmental Data Processing” International Journal of Advanced Computer Science and Applications(IJACSA), 5(4), 2014. http://dx.doi.org/10.14569/IJACSA.2014.050408

@article{Madjarov2014,
title = {Towards a Service-Based Framework for Environmental Data Processing},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2014.050408},
url = {http://dx.doi.org/10.14569/IJACSA.2014.050408},
year = {2014},
publisher = {The Science and Information Organization},
volume = {5},
number = {4},
author = {Ivan Madjarov and Juš Kocijan and Alexandra Grancharova and Bogdan Shishedjiev}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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