Use of Machine Learning and Weak Supervision to Predict Stocks from Unlabeled Press Releases

by Joel Miller

This thesis examines the effect of press releases on the Nordic stock market. A weak supervision approach is utilized to estimate the short-term effect on stock re-turns given press releases of different categories. By utilizing the data programming framework as implemented in the Snorkel library, approximately 24% of all press releases are categorized into a set of 10 distinct categories. Further, a collection of machine learning...

• Format: Paperback
• Language: English
• ISBN: 1805254294
• ISBN13: 9781805254294
• Release Date: April 2023
• Publisher: Independent Author
• Length: 96 Pages
• Weight: 0.33 lbs.
• Dimensions: 0.2" x 6.0" x 9.0"