...
首页> 外文期刊>Wiley interdisciplinary reviews. Data mining and knowledge discovery >Using Semantic Web technologies in the development of data warehouses: A systematic mapping
【24h】

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

机译:在数据仓库开发中使用语义Web技术:系统映射

获取原文
获取原文并翻译 | 示例
           

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
机译: >语义Web技术的探索和使用引起了研究人员的相当大,研究了数据仓库(DW)开发。然而,这项研究的影响和其结果的成熟程度仍然不明朗。本研究的目的是审查最近发表的研究文章,考虑到DW竞技场中的语义网络技术的使用,意图根据出版类型将其对现场的贡献分类,评估到期水平结果,并确定未来的研究挑战。从本研究中得出了三个主要结论:(a)存在主要的技术差距,抑制了业务领域的广泛采用;(b)有限的证据表明分析的研究的结果适用和可转让工业用途; (c)在研究DWS和语义Web之间的关系的兴趣下降,因为新的范式,例如链接开放数据,吸引了研究人员的兴趣。 > 本文分类为: 数据和知识的基本概念和信息存储库 数据和知识的基本概念和知识表示 算法开发&网站挖掘

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号