Artificial Intelligence in Cryptocurrency Markets

The rise of AI in financial services offers great potential for investors. AI helps to quantify complex relationships and can lead to more efficient investment decisions. Especially in volatile and uncertain environments such as the valuation of cryptocurrencies, the technology has the opportunity to generate additional value. This project analyses the opportunities and risks of AI in the crypto market. Students are encouraged to develop their own approach to enhance information efficiency in crypto markets through AI.

  • Advanced knowledge of python
  • Yiying, W., & Yeze, Z. (2019). Cryptocurrency price analysis with artificial intelligence. In 2019 5th International Conference on Information Management (ICIM) (pp. 97-101). IEEE. DOI: 10.1109/INFOMAN.2019.8714700
  • Sabry, F., Labda, W., Erbad, A., & Malluhi, Q. (2020). Cryptocurrencies and artificial intelligence: Challenges and opportunities. IEEE Access, 8, 175840-175858. DOI: 10.1109/ACCESS.2020.3025211
  • Liu, Y., & Zhang, L. (2023). Cryptocurrency valuation: An explainable ai approach. In Science and Information Conference (pp. 785-807). Cham: Springer Nature Switzerland. DOI: 10.2139/ssrn.3657986

Additional Information

Supervisor Prof. Dr. Dirk Schiereck,
Leonard Grebe (M.Sc.),
Pascal Martin (M.Sc.)
Availability Summer and Fall 2025
Capacity 6 Students
Credits 18 ECTS
Remote Option Yes