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Technological applications of data mining and virtual reality: a literature survey and classification

机译：数据挖掘和虚拟现实的技术应用：文献调查和分类

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摘要

Data mining has become a need of the modern day business analytics. The inclusion of data mining in combination with virtual reality has proved to be revolutionary. Virtual reality has been used in exploratory data analysis and the knowledge discovery phases of the data mining process to gain useful insight into the data at hand as it is able to provide key characteristics like flexibility, immersion, and interaction which have helped collaboration with data mining for fruitful results. Considering the above facts, the authors were motivated to carry out an extensive survey, classifying the literature dealing with the synchronous application of data mining and virtual reality according to various topics by proposing a classification framework which identified the contribution of data mining in virtual reality and vice-versa. This framework which encompasses wide application areas will make way for further quality research in this domain and help the researchers to be motivated and work for finding useful application with these two important and emerging technological advancements.
机译：数据挖掘已成为现代业务分析的需求。事实证明，将数据挖掘与虚拟现实相结合是革命性的。虚拟现实已用于探索性数据分析和数据挖掘过程的知识发现阶段，以获取对手头数据的有用见解，因为它能够提供关键特性（如灵活性，沉浸性和交互性），有助于与数据挖掘进行协作获得丰硕的成果。考虑到上述事实，作者有动机进行了广泛的调查，提出了一个分类框架，该分类框架确定了数据挖掘在虚拟现实和虚拟现实中的贡献，并根据各种主题对涉及数据挖掘和虚拟现实的同步应用的文献进行了分类。反之亦然。这个涵盖广泛应用领域的框架将为该领域的进一步质量研究铺平道路，并通过这两项重要且新兴的技术进步，帮助研究人员激发动力并努力寻找有用的应用。

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