Using Semantic Web technologies in the development of data warehouses: A systematic mapping

被引:3
|
作者
Gacitua, Ricardo [1 ]
Mazon, Jose N. [2 ,3 ]
Cravero, Ania [1 ]
机构
[1] Univ La Frontera, Dept Comp Sci & Informat, Temuco, Chile
[2] Univ Alicante, Dept Software & Comp Syst, Alicante, Spain
[3] Univ Alicante, Dept Comp Sci & Informat, Alicante, Spain
关键词
data warehouses; Semantic Web; systematic mapping; CONCEPTUAL DESIGN; ETL PROCESSES; ONTOLOGIES; FRAMEWORK; OLAP;
D O I
10.1002/widm.1293
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The exploration and use of Semantic Web technologies have attracted considerable attention from researchers examining data warehouse (DW) development. However, the impact of this research and the maturity level of its results are still unclear. The objective of this study is to examine recently published research articles that take into account the use of Semantic Web technologies in the DW arena with the intention of summarizing their results, classifying their contributions to the field according to publication type, evaluating the maturity level of the results, and identifying future research challenges. Three main conclusions were derived from this study: (a) there is a major technological gap that inhibits the wide adoption of Semantic Web technologies in the business domain;(b) there is limited evidence that the results of the analyzed studies are applicable and transferable to industrial use; and (c) interest in researching the relationship between DWs and Semantic Web has decreased because new paradigms, such as linked open data, have attracted the interest of researchers. This article is categorized under: Fundamental Concepts of Data and Knowledge > Information Repositories Fundamental Concepts of Data and Knowledge > Knowledge Representation Algorithmic Development > Web Mining
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收藏
页数:25
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