Intelligent Portfolio Management via NLP Analysis of Financial 10-k Statements
نویسندگان
چکیده
منابع مشابه
Financial news analysis for intelligent portfolio management
In this paper, we present Warren, a multi-agent system for intelligent portfolio management, which is motivated by the great benefits of working in teams within the domain of Distributed Artificial Intelligence (DAI) and TextMiner which takes advantage of information retrieval techniques to complement quantitative financial information. In the portfolio management domain, software agents that e...
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15 صفحه اولText Classification for Intelligent Agent Portfolio Management
In the application domain of stock portfolio management, software agents that evaluate the risks associated with the individual companies of a portfolio should be able to read electronic news articles that are written to give investors an indication of the nancial outlook of a company. There is a positive correlation between news reports on a company's nancial outlook and the company's attracti...
متن کاملText Classification for Intelligent Portfolio Management
In the application domain of stock portfolio management, software agents that evaluate the risks associated with the individual companies of a portfolio should be able to read electronic news articles that are written to give investors an indication of the financial outlook of a company. There is a positive correlation between news reports on a company’s financial outlook and the company’s attr...
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ژورنال
عنوان ژورنال: International Journal of Artificial Intelligence & Applications
سال: 2020
ISSN: 0976-2191
DOI: 10.5121/ijaia.2020.11602