ايدا محقق زاده

The growing popularity of public blockchains in recent years has captured global attention, and eva‎luating these blockchains is a significant endeavor due to the increasing number of available options. This paper proposes a novel methodology for assessing and ranking cryptocurrencies based on objective and subjective criteria. To address the challenge of eva‎luating the growing number of public blockchains, ten effective criteria have been defined, Technology, TPS, Market capitalization, the fork of GitHub, stars of GitHub, Twitter followers, Twitter hashtags, the volume of trading, sentiment score, and the difference between high price and low-price criteria. Expert opinions are used to determine the pairwise impact of these criteria, and the DEMATEL method is employed to obtain their corresponding weights. The PROMETHEE method is then used to rank 10 cryptocurrencies based on the defined criteria. Additionally, LSTM is applied to predict the values of 4 predictable criteria, which are then integrated into the PROMETHEE model to obtain rankings for different periods. The proposed methodology provides a comprehensive and practical approach to investment decision-making in the cryptocurrency market.

رتبه بندي , رمزارز , شبكه هاي حافظه كوتاه مدت بلند مدت , پرومته

ranking , Cryptocurrency , LSTM , promethee

Aida Mohaghegh

Babak Amiri