A document analysis deep learning regression model for initial coin offerings success prediction

作者：

Highlights：

• We design a document analysis model to predict the success of initial coin offerings.

• The fine-grained model extracts textual and layout features from whitepapers.

• The model can mitigate information asymmetry problems for investors and platforms.

• Business documents’ content and presentation can affect investment decisions.

摘要

•We design a document analysis model to predict the success of initial coin offerings.•The fine-grained model extracts textual and layout features from whitepapers.•The model can mitigate information asymmetry problems for investors and platforms.•Business documents’ content and presentation can affect investment decisions.

论文关键词：Initial Coin Offering,Cryptocurrency,Text Mining,Document Layout Analysis

论文评审过程：Received 12 September 2021, Revised 8 July 2022, Accepted 1 August 2022, Available online 4 August 2022, Version of Record 15 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118367