Activities per year
Abstract
Technology has been the main driver for the financial sector. Fintech tools emerged to support the provision of financial services, especially Robot-Advisors (RAs), which allow the automation of the investment management process. The main functions are the creation of an investment portfolio and allocating assets, and daily management of investment portfolios based on a machine learning algorithm. This paper presents a literature review to summarise the importance of RAs in the financial sectors as well as the perception of investors. Also, this literature review presents the main algorithm’s characteristics behind the intelligence of RAs and the primary concerns. The Scopus and Web of Science databases revealed 114 research papers. It was found that investor acceptance of these technologies is affected by aspects of high volatility, which includes financial markets. The algorithm's mathematical models and system architecture might be improved so that this instrument can better suit the needs of investors.
Original language | English |
---|---|
Title of host publication | CAPSI 2023 Proceedings |
Publisher | APSI - Associação Portuguesa de Sistemas de Informação |
Pages | 160-185 |
Number of pages | 26 |
DOIs | |
Publication status | Published - 21 Oct 2023 |
Event | 23.ª Conferência da Associação Portuguesa de Sistemas de Informação - Beja, Portugal Duration: 19 Oct 2023 → 21 Oct 2023 Conference number: 23 https://capsi2023.apsi.pt/index.php/pt/ |
Publication series
Name | Atas da Conferência da Associação Portuguesa de Sistemas de Informação |
---|---|
Publisher | Associação Portuguesa de Sistemas de Informação |
ISSN (Electronic) | 2183-489X |
Conference
Conference | 23.ª Conferência da Associação Portuguesa de Sistemas de Informação |
---|---|
Abbreviated title | CAPSI 2023 |
Country/Territory | Portugal |
City | Beja |
Period | 19/10/23 → 21/10/23 |
Internet address |
Keywords
- Machine Learning
- FinTech
- Robot-Advisor
- Algorithm
- Artificial Intelligence
Fingerprint
Dive into the research topics of 'A Systematic Review on Robot-Advisors in Fintech'. Together they form a unique fingerprint.Activities
- 1 Oral presentation
-
A Systematic Review on Robo-Advisors in Fintech
Márcia Neves Martins (Speaker) & Afshin Ashofteh (Speaker)
19 Oct 2023 → 21 Oct 2023Activity: Talk or presentation › Oral presentation
File