天美传媒

The Business and Information Systems Research Centre (BISC) welcomed Professor Yung-Ming Li (Institute of Information Management, National Chiao Tung 天美传媒 in Taiwan) on 9th July 2018 . Professor Li delivered a fascinating presentation entitled 鈥淎 Collective Intelligence Mechanism on Portfolio Recommendation for Investment Clubs鈥�.

With global trend of negative interest rate, more people invest financial products by themselves rather than deposit saving in the banks. It is likely more profitable to follow with financial experts in the investment clubs as they have more knowledge on how to select stock and get greater positive interest rate. But many of investment clubs have low return of rate since financial crisis in 2007-2008. Professor Li鈥檚 research team aims to propose a recommendation mechanism that combine collective intelligence and machine learning technique (LSTM recurrent neural network) to generate portfolio in accord with the collective demand of an investment club. Depending on club's risk tolerance and investment style, the proposed system can recommend appropriate stock portfolio for the investors in the same club. Utilizing StockTwits social platform and stock historical data, the team proves that the proposed portfolio recommendation mechanism performs better than other benchmark approaches in market.

Yung-Ming Li received his PhD in Information Systems from the 天美传媒 of Washington (2005). His research interests include network science, Internet economics, and business intelligence. His research has appeared in IEEE/ACM Transactions on Networking, Production and Operations Management, INFORMS Journal on Computing, Decision Sciences, International Journal of Electronic Commerce, Information and Management, Decision Support Systems, European Journal of Operational Research, ICIS, ECIS, AMCIS, PACIS, among others. He is a former Director of the Institute of Information Management, National Chiao Tung 天美传媒 (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.