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中国数字博物馆的热点和前沿的可视化分析——数据挖掘技术的应用。

Hotspots and Cutting-Edge Visual Analysis of Digital Museum in China Using Data Mining Technology.

机构信息

Institute of Art and Design, Nanjing Institute of Technology, Nanjing, China.

出版信息

Comput Intell Neurosci. 2022 May 25;2022:7702098. doi: 10.1155/2022/7702098. eCollection 2022.

Abstract

During the last several years, the building and development of digital museums has grown in importance as a study issue of increasing importance. On the other hand, systematic and extensive literature study on digital museums is rare in the academic community throughout the world. This paper employs data mining technology to conduct a comprehensive analysis of the total amount of academic literature, research hotspots, frontiers, and trends in the field of digital museums in China since the beginning of the twenty-first century, including both historical and contemporary data. In this research, the CNIK database and the CiteSpace program are utilized. The findings revealed that the quantity of published literature expanded significantly between 2000 and 2021, with some variations along the way, but that the general growth rate remained consistent. Colleges and universities are the driving force behind academic research in the field of digital museums; research institutes and big museums play a key part in the academic research that is being conducted by digital museums. Cooperation between research institutes, on the other hand, is severely lacking. Furthermore, the advancement of digital technology is an unavoidable byproduct of the efforts to transform the digital museum into a smart museum, as previously said. When it comes to digital museum development in the postepidemic period, the optimization and updating of a user-centered information service platform is the most important step toward long-term success. In order to maintain the richness of Chinese traditional culture while also meeting the expanding cultural requirements of the general public, China's digital museum research has as its ultimate objective the construction of sustainable digital museums that are appropriate for the country's national conditions. The findings also demonstrate that the construction of a Chinese Digital Museum is a study issue with distinct Chinese features that has the potential to contribute to the preservation of Chinese cultural heritage, both tangible and intangible. This research gives insights into the following aspects: researchers and practitioners from across the world will work together to promote a better knowledge of the building and growth of the digital museum in China, among other things.

摘要

在过去的几年中,数字博物馆的建设和发展作为一个日益重要的研究问题变得越来越重要。另一方面,在全球学术界,对数字博物馆的系统和广泛的文献研究很少。本文运用数据挖掘技术,对 21 世纪初以来中国数字博物馆领域的学术文献总量、研究热点、前沿和趋势进行了全面分析,包括历史和当代数据。本研究使用了 CNIK 数据库和 CiteSpace 程序。研究结果表明,2000 年至 2021 年期间,发表文献的数量显著增加,期间有一些波动,但总体增长率保持一致。高校是数字博物馆领域学术研究的驱动力;研究机构和大博物馆在数字博物馆的学术研究中发挥着关键作用。另一方面,研究机构之间的合作严重不足。此外,正如前面所提到的,将数字博物馆转变为智能博物馆的努力的必然结果是数字技术的进步。当涉及到后疫情时期数字博物馆的发展时,优化和更新以用户为中心的信息服务平台是长期成功的最重要步骤。为了在保持中国传统文化丰富性的同时满足公众日益增长的文化需求,中国数字博物馆的研究目标是建设适合国情的可持续数字博物馆。研究结果还表明,建设中国数字博物馆是一个具有鲜明中国特色的研究课题,有潜力为保护中国的物质和非物质文化遗产做出贡献。本研究提供了以下方面的见解:世界各地的研究人员和从业者将共同努力,促进对中国数字博物馆的建设和发展的更好理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/024a/9159844/ce6ea2739dd4/CIN2022-7702098.001.jpg

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