Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)

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Application of Machine Learning in Financial Asset Price

Authors
Zixuan Pan1, *, Zhiqiu Wang2, Junming Chu3
1Department of Economics, University of California, 530 Evans Hall, Berkeley, CA, USA
2Metropolitan College, Boston University, 1010 Commonwealth Ave, Brookline, MA, 02215, USA
3University of California, Berkeley, USA
*Corresponding author. Email: Pzx0317@berkeley.edu
Corresponding Author
Zixuan Pan
Available Online 10 August 2023.
DOI
10.2991/978-94-6463-198-2_40How to use a DOI?
Keywords
machine learning; financial investment; asset pricing; application
Abstract

Asset pricing is an important part of modern financial theory. How to reveal its pricing law is an important research topic in the current financial field. Starting from asset pricing, expounds the application and development of machine learning technology in asset pricing, and classify it as a machine learning method based on feature processing, thus derive the machine learning from manual extraction features to modeling and solving application process based on hypothesis model, improve the diversity of data sources, and gradually use agents to interact with the environment, realize the reasoning path and reasoning logic, promote the application of machine learning in financial asset pricing.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
10 August 2023
ISBN
10.2991/978-94-6463-198-2_40
ISSN
2589-4900
DOI
10.2991/978-94-6463-198-2_40How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Zixuan Pan
AU  - Zhiqiu Wang
AU  - Junming Chu
PY  - 2023
DA  - 2023/08/10
TI  - Application of Machine Learning in Financial Asset Price
BT  - Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)
PB  - Atlantis Press
SP  - 389
EP  - 394
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-198-2_40
DO  - 10.2991/978-94-6463-198-2_40
ID  - Pan2023
ER  -