An algorithm for detecting leaks of insider information of financial markets in investment consulting

An algorithm for detecting leaks of insider information of financial markets in investment consulting

The paper focuses on revealing insider information leaks of financial markets during investment consulting. An original dataset was created, containing the records of the conversations between consultants and clients, presented in the form of dialogs in text format. The applicability of machine lear...

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Bibliographic Details
Main Authors: Alisa A. Vorobeva, Vladislav V. Gerasimov, Yulia V. Li
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2021-06-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
natural language processing
machine learning
neural networks
compliance risks
insider information
Online Access:https://ntv.ifmo.ru/file/article/20507.pdf

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