Integration of The Indonesian Cultural Heritage and Natural History Based on Digital Technology 4.0: A Conceptual Framework

Z. Hasibuan, A. Zainul Fanani, J. Jumanto
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Abstract

Culture and natural history are facet of life that reflect the characteristics of a country. Preservation and utilization of cultural wealth and natural history are very strategic for the sustainability of a nation. Until now, various problems and challenges have arisen, such as: the widespread distribution of information, the absence of a centralized database to accommodate the existing information, the difficulty of knowing the diversity of cultural and natural history in each region, culture and natural history has not been used as elements to build the nation's character, and the current cultural and natural history information has not been used for tourism development. The cultural wealth of the Indonesian people may be eroded and slowly become extinct, or other nations will claim that this is their cultural wealth. Although conservation efforts have been carried out by various museums, national and regional libraries, and groups of activists to preserve cultural wealth, there are still many limitations to integrating and linking them to one another. Therefore, this preservation requires a digital 4.0 technology framework to be able to integrate and at the same time take advantage of this cultural and natural wealth for the welfare of the Indonesian nation. The digital technology 4.0 framework for preserving the Indonesian nation's cultural and natural wealth will be developed using a Big Data approach from various data sources (data from various museums, documentation, publications, etc.) structured, semi-structured, and unstructured. Feature selection and feature extraction from Big Data will be carried out using Principle Components Analysis, Cluster Analysis. The feature extraction result is then used as the forerunner of the framework's components. The components of this framework form the basis for designing an integrated system for the preservation of cultural and natural history, and form the basis for developing and implementing a portfolio of applications using artificial intelligence, which is also the outcome of this research.
基于数字技术4.0的印尼文化遗产和自然历史的整合:一个概念框架
文化和自然历史是反映一个国家特征的生活方面。保护和利用文化财富和自然历史对一个国家的可持续发展具有重要的战略意义。到目前为止,出现了各种问题和挑战,例如:信息分布广泛,缺乏一个集中的数据库来容纳现有的信息,难以了解每个地区的文化和自然历史的多样性,文化和自然历史没有被用作构建民族性格的元素,目前的文化和自然历史信息没有被用于旅游开发。印度尼西亚人民的文化财富可能会被侵蚀并慢慢灭绝,或者其他国家会声称这是他们的文化财富。尽管各种博物馆、国家和地区图书馆以及活动人士团体为保护文化财富开展了保护工作,但要将它们相互整合和联系起来,仍有许多限制。因此,这种保护需要一个数字4.0技术框架,以便能够整合并同时利用这种文化和自然财富,为印度尼西亚民族的福祉服务。保护印尼文化和自然财富的数字技术4.0框架将使用来自各种数据源(来自各种博物馆、文件、出版物等)的大数据方法开发,包括结构化、半结构化和非结构化的数据。利用主成分分析、聚类分析对大数据进行特征选择和特征提取。然后将特征提取结果用作框架组件的先导。该框架的组成部分构成了设计文化和自然历史保护综合系统的基础,并构成了开发和实施使用人工智能的应用程序组合的基础,这也是本研究的成果。
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