@inproceedings{6a4a61869d334a738a2fdd15f57487f0,
title = "Hybrid Intelligence for Stock Market Analysis and Prediction",
abstract = "In recent years, there has been considerable interest in FinTech. One of the most popular research areas in FinTech is related to stock market analysis in general and stock price prediction in particular. In collaboration with the industry, this paper introduces an innovative concept called {"}Hybrid Intelligence{"}(HI), which aims to combine human intelligence and artificial/machine intelligence. We present our ongoing work with current results from the HI project. First, we present the HI website we are developing and some interesting data analytics for the Hong Kong stock market. In particular, we discuss interesting findings on the effectiveness of some technical indicators based on the Hong Kong stock market. Second, we present an AI model to predict the Hong Kong Hang Seng Index (HSI) on a weekly basis. Furthermore, the predictions can be enhanced by means of hybrid intelligence, taking into consideration the weekly voting of financial analysts in Hong Kong. Last but not least, we further discuss hybrid intelligence by using an AI model to predict the stock prices of stocks recommended by financial analysts in Hong Kong.",
keywords = "FinTech, Hybrid intelligence, Stock data analysis, Stock price prediction",
author = "Chan, {Yuet Yu} and Tang, {Ka Chun} and Mok, {Ka Kiu} and Chan, {Henry C.B.} and Tang, {Kenny Sing Hing}",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023 ; Conference date: 26-06-2023 Through 30-06-2023",
year = "2023",
doi = "10.1109/COMPSAC57700.2023.00175",
language = "English",
series = "Proceedings - International Computer Software and Applications Conference",
publisher = "IEEE Computer Society",
pages = "1161--1166",
editor = "Hossain Shahriar and Yuuichi Teranishi and Alfredo Cuzzocrea and Moushumi Sharmin and Dave Towey and Majumder, {AKM Jahangir Alam} and Hiroki Kashiwazaki and Ji-Jiang Yang and Michiharu Takemoto and Nazmus Sakib and Ryohei Banno and Ahamed, {Sheikh Iqbal}",
booktitle = "Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023",
address = "United States",
}