logo SBA

ETD

Digital archive of theses discussed at the University of Pisa

 

Thesis etd-01312022-160400


Thesis type
Tesi di laurea magistrale
Author
BARSELLOTTI, LUCA
URN
etd-01312022-160400
Thesis title
Design and implementation of a System for Passive Data Acquisition and Automatic Classification of Financial Instruments based on Machine Learning Algorithms
Department
INGEGNERIA DELL'INFORMAZIONE
Course of study
ARTIFICIAL INTELLIGENCE AND DATA ENGINEERING
Supervisors
relatore Prof. Cimino, Mario Giovanni Cosimo Antonio
relatore Prof.ssa Vaglini, Gigliola
relatore Dott. Megali, Giuseppe
Keywords
  • artificial
  • classification
  • financial
  • instrument
  • intelligence
  • learning
  • machine
  • supervised
Graduation session start date
18/02/2022
Availability
Withheld
Release date
18/02/2092
Summary
The knowledge of the nature of the master data managed by a trading platform and the classification of data based on a taxonomy, which represents the business, allow the extraction of analytical information for client profiling, the identification of the business trend and the definition of evolutionary strategies of product. The objective of this project consists in the realization of a unified data lake of financial instruments managed by clients and the automatic classification based on a reference taxonomy.
File