New frontiers in financial markets: from machine learning to algorithmic trading
Fintech, Distristributed Ledgers Tecnology (DLT), blockchain, machine learning, algorithmic trading and High Frequency Trading (HFT), are among the most disruptive digital innovations that are transforming the structure of any industrial sector, including the financial industry. Together with th...
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| Format: | Article |
| Language: | English |
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AIFIRM
2019-08-01
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| Series: | Risk Management Magazine |
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| Online Access: | https://www.aifirm.it/wp-content/uploads/2021/04/RMM-2019-02-Excerpt-3.pdf |
| _version_ | 1818369618072305664 |
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| author | Valentina Lagasio |
| author_facet | Valentina Lagasio |
| author_sort | Valentina Lagasio |
| collection | DOAJ |
| description | Fintech, Distristributed Ledgers Tecnology (DLT), blockchain, machine learning, algorithmic trading and High Frequency
Trading (HFT), are among the most disruptive digital innovations that are transforming the structure of any industrial sector,
including the financial industry. Together with the positive spillovers of the introduction of these new technologies (i.e.
reducing transaction costs, reducing operating costs, improving speed and security of the transactions, …), we should be
aware of the potential new risks that may involve the financial system, whose activity is guaranteed by the trust of the
operators. Regulators and supervisors should therefore extend their understanding of the new technologies, both to assess their
potential impact on banks' business models and to address risks arising with due caution. Similarly, banks operating within the
new technological framework, must rethink their own business models and consider the upcoming challenges, which require
specific knowledge and skills. |
| first_indexed | 2024-12-13T23:26:42Z |
| format | Article |
| id | doaj.art-0216d2df3a904bb4b9e99c11564caa56 |
| institution | Directory Open Access Journal |
| issn | 2612-3665 2724-2153 |
| language | English |
| last_indexed | 2024-12-13T23:26:42Z |
| publishDate | 2019-08-01 |
| publisher | AIFIRM |
| record_format | Article |
| series | Risk Management Magazine |
| spelling | doaj.art-0216d2df3a904bb4b9e99c11564caa562022-12-21T23:27:31ZengAIFIRMRisk Management Magazine2612-36652724-21532019-08-01141810.47473/2020rmm0025New frontiers in financial markets: from machine learning to algorithmic tradingValentina Lagasio0Università La Sapienza Roma, ItalyFintech, Distristributed Ledgers Tecnology (DLT), blockchain, machine learning, algorithmic trading and High Frequency Trading (HFT), are among the most disruptive digital innovations that are transforming the structure of any industrial sector, including the financial industry. Together with the positive spillovers of the introduction of these new technologies (i.e. reducing transaction costs, reducing operating costs, improving speed and security of the transactions, …), we should be aware of the potential new risks that may involve the financial system, whose activity is guaranteed by the trust of the operators. Regulators and supervisors should therefore extend their understanding of the new technologies, both to assess their potential impact on banks' business models and to address risks arising with due caution. Similarly, banks operating within the new technological framework, must rethink their own business models and consider the upcoming challenges, which require specific knowledge and skills.https://www.aifirm.it/wp-content/uploads/2021/04/RMM-2019-02-Excerpt-3.pdfmachine learningalgorithmic trading |
| spellingShingle | Valentina Lagasio New frontiers in financial markets: from machine learning to algorithmic trading Risk Management Magazine machine learning algorithmic trading |
| title | New frontiers in financial markets: from machine learning to algorithmic trading |
| title_full | New frontiers in financial markets: from machine learning to algorithmic trading |
| title_fullStr | New frontiers in financial markets: from machine learning to algorithmic trading |
| title_full_unstemmed | New frontiers in financial markets: from machine learning to algorithmic trading |
| title_short | New frontiers in financial markets: from machine learning to algorithmic trading |
| title_sort | new frontiers in financial markets from machine learning to algorithmic trading |
| topic | machine learning algorithmic trading |
| url | https://www.aifirm.it/wp-content/uploads/2021/04/RMM-2019-02-Excerpt-3.pdf |
| work_keys_str_mv | AT valentinalagasio newfrontiersinfinancialmarketsfrommachinelearningtoalgorithmictrading |