Macroeconomic forecasting through news, emotions and narrative

S Tilly, M Ebner, G Livan - Expert Systems with Applications, 2021 - Elsevier
This study proposes a new method of incorporating emotions from newspaper articles into
macroeconomic forecasts, attempting to forecast industrial production and consumer prices …

[HTML][HTML] A financial anomaly prediction approach using semantic space of news flow on twitter

A Bodaghi, J Oliveira - Decision Analytics Journal, 2024 - Elsevier
This study represents an initial endeavor to harness the potential of the semantic space
within the Twitter news flow to forecast financial anomalies. In pursuit of this objective …

Macroeconomic forecasting with statistically validated knowledge graphs

S Tilly, G Livan - Expert Systems with Applications, 2021 - Elsevier
This study leverages narrative from global newspapers to construct theme-based knowledge
graphs about world events, demonstrating that features extracted from such graphs improve …

Analyzing and forecasting Thai macroeconomic data using mixed-frequency approach

N Wichitaksorn - Journal of Asian Economics, 2022 - Elsevier
Macroeconomic data are an important piece of information in decision making for both the
public and private sectors in Thailand. However, the release of key macroeconomic data …

The impact of news narrative on the economy and financial markets

S Tilly - 2022 - discovery.ucl.ac.uk
This thesis investigates the impact of news narrative on socio-economic systems across four
experiments. Recent years have witnessed a rise in the use of so-called alternative data …

[PDF][PDF] Procjena realnog ekonomskog rasta Republike Srpske primjenom metode NOWCASTING

S Stevanović - Jahorina poslovni forum, 2020 - researchgate.net
Nowcasting je metoda koja se upotrebljava s ciljem dobijanja što je moguće tačnije
procjena određenih pojava u bliskoj budućnosti. Na osnovu ovih ranijih saznanja stvaraju …

O impacto dos choques dos sentimentos das notícias nos Estados Unidos sobre a incerteza no Brasil

YAL Maciel - 2022 - repositorio.ufc.br
This article analyzes the impact of a news shock (sentiment shock) from the United States on
Brazilian uncertainty, this will be done by using the economic-political uncertainty index …

[PDF][PDF] Final Report on Analyzing and Forecasting Thai Macroeconomic Data using Mixed-Frequency Approach

N Wichitaksorn - 2020 - pier.or.th
Macroeconomic data are an important piece of information in decision making for both the
public and private sectors in Thailand. However, the release of key macroeconomic data …