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Application of Digital Content Management System Based on Data Warehouse and Data Mining Technology

机译:基于数据仓库和数据挖掘技术的数字内容管理系统在数据中的应用

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At present, digital content has permeated every part of human social life, and has become a valuable resource. However, while the vast amounts of information continue to occur, human beings are persecuted by the loss of information, especially those carrying human culture and civilization. The prolonged preservation technology of digital content faces enormous challenges. Therefore, the managers should consider how to supervise, manage and utilize the digital content for a long time by the scientific and reasonable measures. OAIS provides a conceptual model for the long-term preservation of digital content, it satisfy the basic need of the long-term preservation of digital content from the aspect of system function. But in the practice of preservation, the explicit data model is necessary, moreover, the model should meet the management need of whole life cycle in the long-term preservation of digital content, meanwhile it's necessary to choose the coding formats of media files. In this paper, firstly, we study the digital content management data model and propose a 7-layer reference model of digital content management according to the hierarchical idea. And then using data mining techniques, we implicit in all the associated data layer data extraction, comparison, analysis, and selectively format digital information for maintenance and preservation according to the appropriate standards. Finally, we process the corresponding data resources through data warehouse and online analytical. At the same time, establish the function of the system of internal links and with the external interface, and a series of high-level services on top of these interfaces.
机译:目前,数字内容已经渗透了人类社会生活的每一部分,并已成为宝贵的资源。但是,虽然持续存在大量信息,但人类因丧失信息而遭受迫害,尤其是携带人类文化和文明的信息。数字内容的长期保存技术面临巨大的挑战。因此,管理人员应考虑如何通过科学合理的措施监督,管理和利用数字内容长期。 OAI为数字内容的长期保存提供了一个概念模型,它满足了从系统功能方面的长期保存数字内容的基本需要。但在保存的实践中,显式数据模型是必要的,而且,该模型应该满足整个生命周期的管理需求,在数字内容的长期保存中,同时有必要选择媒体文件的编码格式。在本文中,首先,我们研究了数字内容管理数据模型,并根据分层思路提出了一种数字内容管理的7层参考模型。然后使用数据挖掘技术,我们隐含在所有相关的数据层数据提取,比较,分析以及选择性地格式化数字信息以根据适当的标准进行维护和保存。最后,我们通过数据仓库和在线分析处理相应的数据资源。同时,建立内部链路系统和外部接口的功能,以及这些接口顶部的一系列高级服务。

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