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文章基本信息

  • 标题:Modelling Crowdfunding Ensemble Learning Prediction
  • 本地全文:下载
  • 作者:Mehran Saeidi Aghdam ; Akbar Alam Tabriz ; Alireza Bahiraie
  • 期刊名称:Advances in Mathematical Finance and Applications
  • 印刷版ISSN:2538-5569
  • 电子版ISSN:2645-4610
  • 出版年度:2021
  • 卷号:6
  • 期号:3
  • 页码:1-16
  • DOI:10.22034/amfa.2020.1905837.1467
  • 语种:English
  • 出版社:Islamic Azad University of Arak
  • 摘要:Crowdfunding is a new technology-enabled innovative process that is changing the capital market space. Internet-based applications, particularly those related to Web 2.0, have had a significant impact on sectors of society such as education, business, and medicine. The goal of this research is to fill a gap in the literature on mathematical modelling and prediction of ensemble learning in order to evaluate crowdfunding projects. The Mathematical model determines the cost of funding for the entrepreneur and the return investors will receive per period. A correct financial model is essential in order to keep all three stakeholders involved in the long term. The results show the designed model improved performance in predicting the evaluation of success or failure of Crowdfunding projects.
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