Bachelor thesis · HWZ, 2024

AI-driven sentiment analysis in active portfolio management

Awarded the Swiss Life Asset Managers Recognition Award 2025.

Question

Can sentiment in local newspaper articles be used to generate alpha in active portfolio management?

Method

Each article was scored for sentiment polarity using AI-based text analysis. The scores were used to form portfolios, which were compared with a benchmark on risk-adjusted return (Sharpe ratio).