FASED: A Framework for Data Ecosystems Health Evaluation

Glória de Fátima B. Lima, Marcelo Iury S. Oliveira, Bernadette Farias Lóscio
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引用次数: 1

Abstract

The growing availability of data in digital media has contributed to the creation of a large number of data ecosystems. However, having successful Data Ecosystem is still a challenge. In order to prevent the failure of a Data Ecosystem and ensure its survival, evaluating its health becomes fundamental. In a general way, the health of a Data Ecosystem can be defined as its ability to grow and survive over time. Indicators such as productivity, robustness, niche creation and sustainability can be employed to evaluate the health of a Data Ecosystem. In this paper, we propose a framework for data Ecosystem health evaluation composed of a set of indicators and metrics, which assess the Data Ecosystem’s current state and its ability to stay healthy over time. The results obtained when using the proposed framework offers evidence to assist in decision making on how data has being published and consumed in a Data Ecosystem, as well as to evaluate which ecosystems are more prosperous or need more investments.
基于:数据生态系统健康评估框架
数字媒体中数据的可用性日益增加,促进了大量数据生态系统的创建。然而,拥有一个成功的数据生态系统仍然是一个挑战。为了防止数据生态系统的失败并确保其生存,评估其健康状况变得至关重要。一般来说,数据生态系统的健康状况可以定义为其随时间增长和生存的能力。生产率、稳健性、生态位创造和可持续性等指标可用于评估数据生态系统的健康状况。在本文中,我们提出了一个由一组指标和度量组成的数据生态系统健康评估框架,用于评估数据生态系统的当前状态及其随时间保持健康的能力。使用拟议框架时获得的结果为数据生态系统中如何发布和消费数据的决策提供了证据,并评估哪些生态系统更繁荣或需要更多投资。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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