论文标题
Cryptohalal：一个智能决策系统，用于识别清真和Haram加密货币
CryptoHalal: An Intelligent Decision-System for Identifying Halal and Haram Cryptocurrencies
论文作者
论文摘要
在这项研究中，我们讨论了当今世界上穆斯林的一个上升问题，涉及财务和技术创新，即：加密货币。我们通过问卷调查表，许多穆斯林很难找到某些加密货币的法学裁决。因此，这项研究的目的是调查和确定在确定加密货币的法学裁决中起着作用的特征。我们收集了一个数据集，该数据集包含106个分类为56个清真和50个Haram加密货币的加密货币，并使用了20个手工制作的功能。此外，根据这些确定的功能，我们设计了一个智能系统，该系统包含一个机器学习模型，用于将加密货币分类为清真和Haram。
In this research, we discussed a rising issue for Muslims in today world that involves a financial and technical innovation, namely: cryptocurrencies. We found out through a questionnaire that many Muslims are having a hard time finding the jurisprudence rulings on certain cryptocurrencies. Therefore, the objective of this research is to investigate and identify features that play a part in determining the jurisprudence rulings on cryptocurrencies. We have collected a dataset containing 106 cryptocurrencies classified into 56 Halal and 50 Haram cryptocurrencies, and used 20 handcrafted features. Moreover, based on these identified features, we designed an intelligent system that contains a Machine Learning model for classifying cryptocurrencies into Halal and Haram.
