Mathematics Colloquium: Professor Yung-Ming Li
Topic: Combining deep learning with collective intelligence in portfolio recommendation for investment clubs
With a global trend of negative interest rates, more and more people invest financial products by themselves rather than deposit savings in the banks. Recently, participating in an investment club has become a good choice for investors. But many investment clubs have low returns since financial crisis in 2007-2008. In this study, we aim to propose a recommendation mechanism that combines collective intelligence and machine learning techniques (LSTM recurrent neural network) to generate portfolios in accord with the collective demand of an
About the speaker
Professor Yung-Ming Li (National Chiao Tung University)
Professor Yung-Ming Li received his Ph.D. in Information Systems from the University of Washington (2005). He is a former Director of the Institute of Information Management, National Chiao Tung University (2012-2014) and a former President of Taiwan Association Information Systems (2015-2017). He currently serves as Associate Editors for several academic journals, including Information & Management, Electronic Commerce Research & Applications, Journal of E-Business, and Journal of Management & Systems.