Crowd View: Converting Investors' Opinions into Indicators
Abstract
This paper demonstrates an opinion indicator (OI) generation system, named Crowd View, with which traders can refer to the fine-grained opinions, beyond the market sentiment (bullish/bearish), from crowd investors when trading financial instruments. We collect the real-time textual information from Twitter, and convert it into five kinds of OIs, including the support price level, resistance price level, price target, buy-side cost, and sell-side cost. The OIs for all component stocks in Dow Jones Industrial Average Index (DJI) are provided, and shown with the real-time stock price for comparison and analysis. The information embedding in the OIs and the application scenarios are introduced.
Cite
Text
Chen et al. "Crowd View: Converting Investors' Opinions into Indicators." International Joint Conference on Artificial Intelligence, 2019. doi:10.24963/IJCAI.2019/936Markdown
[Chen et al. "Crowd View: Converting Investors' Opinions into Indicators." International Joint Conference on Artificial Intelligence, 2019.](https://mlanthology.org/ijcai/2019/chen2019ijcai-crowd/) doi:10.24963/IJCAI.2019/936BibTeX
@inproceedings{chen2019ijcai-crowd,
title = {{Crowd View: Converting Investors' Opinions into Indicators}},
author = {Chen, Chung-Chi and Huang, Hen-Hsen and Chen, Hsin-Hsi},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2019},
pages = {6500-6502},
doi = {10.24963/IJCAI.2019/936},
url = {https://mlanthology.org/ijcai/2019/chen2019ijcai-crowd/}
}