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    宋轩, 高云君, 李勇, 关庆锋, 孟小峰. 空间数据智能:概念、技术与挑战[J]. 计算机研究与发展, 2022, 59(2): 255-263. DOI: 10.7544/issn1000-1239.20220108
    引用本文: 宋轩, 高云君, 李勇, 关庆锋, 孟小峰. 空间数据智能:概念、技术与挑战[J]. 计算机研究与发展, 2022, 59(2): 255-263. DOI: 10.7544/issn1000-1239.20220108
    Song Xuan, Gao Yunjun, Li Yong, Guan Qingfeng, Meng Xiaofeng. Spatial Data Intelligence: Concept, Technology and Challenges[J]. Journal of Computer Research and Development, 2022, 59(2): 255-263. DOI: 10.7544/issn1000-1239.20220108
    Citation: Song Xuan, Gao Yunjun, Li Yong, Guan Qingfeng, Meng Xiaofeng. Spatial Data Intelligence: Concept, Technology and Challenges[J]. Journal of Computer Research and Development, 2022, 59(2): 255-263. DOI: 10.7544/issn1000-1239.20220108

    空间数据智能:概念、技术与挑战

    Spatial Data Intelligence: Concept, Technology and Challenges

    • 摘要: 随着空间数据体量的持续增长,空间数据所蕴含的价值巨大.传统的数据感知存储技术和处理分析方法已然不能充分挖掘海量空间数据的价值.因此,空间数据智能,一个专注于海量空间数据的研究与应用的多学科交叉的领域,正扮演着越来越重要的角色.介绍了空间数据智能的概念、空间数据智能领域所面临的技术挑战及空间数据智能的关键技术,同时介绍了空间数据智能在社会生活中的典型应用场景,最后对空间数据智能研究的发展做出了展望.

       

      Abstract: As the volume of spatial data continues to grow, the value contained in spatial data is enormous. Traditional technologies of data sensing, data storage, data processing, and data analysis have been unable to fully extract the value of massive spatial data. Therefore, spatial data intelligence, a multidisciplinary field focusing on the research and application of massive spatial data, is playing an increasingly important role. This paper introduces the concept of spatial data intelligence, the technical challenges faced in the field of spatial data intelligence and the key technologies of spatial data intelligence. Typical application scenarios of spatial data intelligence in social life are also introduced. Finally, the future trends of the research of spatial data intelligence are discussed in the paper.

       

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