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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence / EAAI-20

Artificial Counselor System for Stock Investment

February 1, 2023

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Authors

Hadi NekoeiQachkanloo

University of Waterloo


Benyamin Ghojogh

University of Waterloo


Ali Saheb Pasand

University of Waterloo


Mark Crowley

University of Waterloo


DOI:

10.1609/aaai.v33i01.33019558


Abstract:

This paper proposes a novel trading system which plays the role of an artificial counselor for stock investment. In this paper, the stock future prices (technical features) are predicted using Support Vector Regression. Thereafter, the predicted prices are used to recommend which portions of the budget an investor should invest in different existing stocks to have an optimum expected profit considering their level of risk tolerance. Two different methods are used for suggesting best portions, which are Markowitz portfolio theory and fuzzy investment counselor. The first approach is an optimization-based method which considers merely technical features, while the second approach is based on Fuzzy Logic taking into account both technical and fundamental features of the stock market. The experimental results on New York Stock Exchange (NYSE) show the effectiveness of the proposed system.

Topics: AAAI

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HOW TO CITE:

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley Artificial Counselor System for Stock Investment Proceedings of the AAAI Conference on Artificial Intelligence (2019) 9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley Artificial Counselor System for Stock Investment AAAI 2019, 9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley (2019). Artificial Counselor System for Stock Investment. Proceedings of the AAAI Conference on Artificial Intelligence, 9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. Artificial Counselor System for Stock Investment. Proceedings of the AAAI Conference on Artificial Intelligence 2019 p.9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. 2019. Artificial Counselor System for Stock Investment. "Proceedings of the AAAI Conference on Artificial Intelligence". 9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. (2019) "Artificial Counselor System for Stock Investment", Proceedings of the AAAI Conference on Artificial Intelligence, p.9558-9564

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley, "Artificial Counselor System for Stock Investment", AAAI, p.9558-9564, 2019.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. "Artificial Counselor System for Stock Investment". Proceedings of the AAAI Conference on Artificial Intelligence, 2019, p.9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. "Artificial Counselor System for Stock Investment". Proceedings of the AAAI Conference on Artificial Intelligence, (2019): 9558-9564.

Hadi NekoeiQachkanloo||Benyamin Ghojogh||Ali Saheb Pasand||Mark Crowley. Artificial Counselor System for Stock Investment. AAAI[Internet]. 2019[cited 2023]; 9558-9564.


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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