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Crowdfunding Platforms: Ecosystem And Evolution, Yee Heng Tan, Srinivas K. Reddy
Crowdfunding Platforms: Ecosystem And Evolution, Yee Heng Tan, Srinivas K. Reddy
Research Collection Lee Kong Chian School Of Business
Crowdfunding is the practice of seeking support from a large number of backers, each funding a small amount, in order to reach a specific funding goal. This monograph examines: (1) the field of crowdfunding, (2) how it has evolved, (3) the impact crowdfunding has on the fields of innovation, marketing and finance and (4) the factors that can affect crowdfunding outcomes. We view crowdfunding as complementary and transformative, increasing the efficiency of several existing processes such as idea generation and testing, fund raising and collection. We combine practitioner perspectives and research findings to provide insights on this subject. We explore …
Artificial Intelligence-Enhanced Predictive Insights For Advancing Financial Inclusion: A Human-Centric Ai-Thinking Approach, Meng Leong How, Sin Mei Cheah, Aik Cheow Khor, Yong Jiet Chan
Artificial Intelligence-Enhanced Predictive Insights For Advancing Financial Inclusion: A Human-Centric Ai-Thinking Approach, Meng Leong How, Sin Mei Cheah, Aik Cheow Khor, Yong Jiet Chan
Research Collection Lee Kong Chian School Of Business
According to the World Bank, a key factor to poverty reduction and improving prosperity is financial inclusion. Financial service providers (FSPs) offering financially-inclusive solutions need to understand how to approach the underserved successfully. The application of artificial intelligence (AI) on legacy data can help FSPs to anticipate how prospective customers may respond when they are approached. However, it remains challenging for FSPs who are not well-versed in computer programming to implement AI projects. This paper proffers a no-coding human-centric AI-based approach to simulate the possible dynamics between the financial profiles of prospective customers collected from 45,211 contact encounters and predict …