文章基本信息

标题：Towards a Service-Based Framework for Environmental Data Processing
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作者：Ivan Madjarov ; Juš Kocijan ; Alexandra Grancharova 等
期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2014
卷号：5
期号：4
DOI：10.14569/IJACSA.2014.050408
出版社：Science and Information Society (SAI)
摘要：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.
关键词：thesai; IJACSA; thesai.org; journal; IJACSA papers; Scientific data; Environmental data; Web services; Data integration; Stochastic model; Gaussian process; Metadata