A fuzzy system for quality assurance of crowdsourced wildlife observation geodata

H. Vahidi, Wanglin Yan, B. Klinkenberg
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引用次数: 4

Abstract

A conceptual model for quality assurance of species occurrence observations in citizen science projects is described below. We adopted the notion of trust as an indicator of VGI quality and define the concept of trustworthiness of a VGI record as a function of three main contexts: consistency with habitat, consistency with neighbors, and the reputation of the volunteer. Using fuzzy control system the quality of an observation is quantified in terms of the level of the trustworthiness of the volunteered species observation. The architecture of the proposed system is briefly described and some results presented. Finally, our paper ends with concluding remarks and some thoughts for future research directions.
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众包野生动物观测地理数据质量保证的模糊系统
下面描述了公民科学项目中物种发生观测质量保证的概念模型。我们采用信任的概念作为VGI质量的指标,并将VGI记录的可信度概念定义为三个主要背景的函数:与栖息地的一致性,与邻居的一致性以及志愿者的声誉。利用模糊控制系统,根据自愿物种观测的可信度来量化观测的质量。提出了系统的架构简要描述和一些结果。最后,对全文进行了总结,并对今后的研究方向提出了一些思考。
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