A social fundraising mechanism for charity crowdfunding
作者:
Highlights:
• Crowdfunding platforms have become popular and charities often use these to fundraise.
• We propose a recommendation mechanism for social fundraising to promote the spread of philanthropic fundraising.
• The proposed mechanism is built by analyzing the preferences, the relationship, and the characteristics.
• The proposed mechanism can effectively discover appropriate donors and campaigns to expedite the fundraising process.
摘要
In recent years, as the world has witnessed many social issues and environmental disasters, philanthropic giving has become widespread. Today, crowdfunding platforms have also become popular, and charities often use these to fundraise. However, they rarely utilize the power of social networking to assist a fundraiser in discovering potential donors, and this is especially true for small organizations and individuals. In this research, we propose a recommendation mechanism for social fundraising that analyzes the donor's preferences, the relationship between the donor and fundraiser, and the characteristics of the fundraising dynamics to promote the spread of philanthropic fundraising. The proposed mechanism can effectively discover appropriate donors and relevant campaigns to expedite the fundraising process and improve its success rate.
论文关键词:Crowdfunding,Philanthropy,Social networking,Social fundraising,Social recommendations
论文评审过程:Received 22 March 2019, Revised 11 October 2019, Accepted 11 October 2019, Available online 22 October 2019, Version of Record 3 January 2020.
论文官网地址:https://doi.org/10.1016/j.dss.2019.113170